![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\"){kind=logo}
<\/figure>\n\n\n\n1. \ud50c\ub77c\uc774\ud53d\uc2a4 AI<\/h2>\n\n\n\n
FlyPix AI\uc5d0\uc11c\ub294 \uc9c0\ub9ac\uacf5\uac04 \uae30\uc220\uc5d0 \uc9d1\uc911\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud56d\uacf5 \uc774\ubbf8\uc9c0\ub97c \uace0\uae09 AI\ub97c \ud1b5\ud574 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc9c0\ub9ac \ucc38\uc870 \ud1b5\ucc30\ub825\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4. \ub2f9\uc0ac \ud50c\ub7ab\ud3fc\uc740 \uc815\ud655\ud55c \uac1d\uccb4 \uac10\uc9c0, \ucd94\uc801 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uc815\ubd80, \uac74\uc124 \ubc0f \ub18d\uc5c5\uacfc \uac19\uc740 \ubd80\ubb38\uc758 \uc6b4\uc601\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\uc138\ud55c \ubd84\uc11d\uacfc \ub3d9\uc801 \ucd94\uc801\uc744 \uc81c\uacf5\ud558\uc5ec \uace0\uac1d\uc774 \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uac00\uc7a5 \uc815\ud655\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\ub2f9\uc0ac\uc758 \uae30\uc220\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \ud544\uc218\uc801\uc778 \ucca0\uc800\ud55c \uac1d\uccb4 \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 AI \ubaa8\ub378\uc740 \ub9de\ucda4\ud615 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc801\uc751\ud560 \uc218 \uc788\uc5b4 \uace0\uac1d\uc774 \uc5c5\uacc4\ubcc4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc194\ub8e8\uc158\uc744 \uc0ac\uc6a9\uc790 \uc815\uc758\ud560 \uc218 \uc788\uc5b4 \uc720\uc5f0\uc131\uacfc \uad00\ub828\uc131\uc774 \ubaa8\ub450 \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\ub2f9\uc0ac \ud50c\ub7ab\ud3fc\uc758 \ub450\ub4dc\ub7ec\uc9c4 \ud2b9\uc9d5\uc740 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc758 \uc2dc\uac01\ud654 \ubc0f \ubcf4\uace0\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uae30\uc220 \uc804\ubb38\uac00\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790 \ubaa8\ub450\uac00 \uc811\uadfc\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e8\uc21c\uc131\uacfc \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uacb0\ud569\ub418\uc5b4 \uc0c1\ub2f9\ud55c \ube44\uc6a9 \uc808\uac10\uacfc \uace0\uac1d\uc5d0\uac8c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
FlyPix AI\ub294 \ub610\ud55c \ubcf4\uc548 \ubc0f \ud1b5\ud569 \uae30\ub2a5\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \ub370\uc774\ud130 \ubb34\uacb0\uc131\uacfc \ubcf4\uc548\uc774 \ud56d\uc0c1 \uc720\uc9c0\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ub2f9\uc0ac \uc2dc\uc2a4\ud15c\uc740 \uae30\uc874 GIS \ud50c\ub7ab\ud3fc\uacfc \uc644\ubcbd\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \ud604\uc7ac \uc6cc\ud06c\ud50c\ub85c\ub97c \ubc29\ud574\ud558\uc9c0 \uc54a\uace0 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uace0\uae09 AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc26c\uc6b4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- AI \uae30\ubc18 \uac1d\uccb4 \uac10\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815<\/li>\n\n\n\n
- \uc790\uc138\ud55c \uac1d\uccb4 \ubd84\uc11d<\/li>\n\n\n\n
- \ubcc0\uacbd \ubc0f \uc774\uc0c1 \uac10\uc9c0<\/li>\n\n\n\n
- \ub3d9\uc801 \ucd94\uc801<\/li>\n\n\n\n
- \ud2b9\uc815 \uc0b0\uc5c5\uc744 \uc704\ud55c \ub9de\ucda4\ud615 \uc0ac\uc6a9 \uc0ac\ub840<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: \ud50c\ub77c\uc774\ud53d\uc2a4\ub2f7\uc5d0\uc774\uc544\uc774<\/a><\/li>\n\n\n\n
- \uc8fc\uc18c: Robert-Bosch-Str.7, 64293 Darmstadt, Germany<\/li>\n\n\n\n
- \uc5f0\ub77d\ucc98 \uc774\uba54\uc77c: info@flypix.ai<\/a><\/li>\n\n\n\n
- \uc804\ud654\ubc88\ud638: +49 6151 2776497<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-1024x371.jpg\")
<\/figure>\n\n\n\n2. \uc13c\ud2f0\ub12c \ud5c8\ube0c<\/h2>\n\n\n\n
Sentinel Hub\ub294 Sentinel, Landsat, MODIS \ubc0f \uae30\ud0c0 \uc778\uae30 \uc788\ub294 \uc18c\uc2a4\ub97c \ud3ec\ud568\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ud6a8\uc728\uc801\uc73c\ub85c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud658\uacbd \uc870\uac74, \ub18d\uc5c5 \uc0dd\uc0b0\uc131 \ubc0f \ud1a0\uc9c0 \uc774\uc6a9 \uc5ed\ud559\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \uc704\uc131 \ub370\uc774\ud130\uac00 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uac1c\ubc1c\uc790 \ubc0f \uc870\uc9c1\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \ucd5c\uc801\ud654\ub418\uc5b4 \ube60\ub978 \ucc98\ub9ac\uc640 \ubd84\uc11d \uacb0\uacfc\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uae30\ub2a5\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc561\uc138\uc2a4\uc640 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uac00 \uc911\uc694\ud55c \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1, \ub18d\uc5c5 \uad00\ub9ac, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\uc11d\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. Sentinel Hub\ub294 \ub610\ud55c \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \ubc0f \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ub3c4\uad6c\ub97c \uc9c0\uc6d0\ud558\uc5ec \ucd08\ubcf4\uc790\uc640 \uace0\uae09 \uc0ac\uc6a9\uc790 \ubaa8\ub450\uc5d0\uac8c \uae30\uc874 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uace0\uae09 AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc26c\uc6b4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4(Sentinel, Landsat, MODIS)<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC.png\")
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/openeo.png\")
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/QGIS-Quantum-GIS.svg\")
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer.png\")
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth.png\")
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch.png\")
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas.png\")
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\")
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png\")
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png\")
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad.png\")
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png\")
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png\")
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- AI \uae30\ubc18 \uac1d\uccb4 \uac10\uc9c0 \ubc0f \uc704\uce58 \uc9c0\uc815<\/li>\n\n\n\n
- \uc790\uc138\ud55c \uac1d\uccb4 \ubd84\uc11d<\/li>\n\n\n\n
- \ubcc0\uacbd \ubc0f \uc774\uc0c1 \uac10\uc9c0<\/li>\n\n\n\n
- \ub3d9\uc801 \ucd94\uc801<\/li>\n\n\n\n
- \ud2b9\uc815 \uc0b0\uc5c5\uc744 \uc704\ud55c \ub9de\ucda4\ud615 \uc0ac\uc6a9 \uc0ac\ub840<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: \ud50c\ub77c\uc774\ud53d\uc2a4\ub2f7\uc5d0\uc774\uc544\uc774<\/a><\/li>\n\n\n\n
- \uc8fc\uc18c: Robert-Bosch-Str.7, 64293 Darmstadt, Germany<\/li>\n\n\n\n
- \uc5f0\ub77d\ucc98 \uc774\uba54\uc77c: info@flypix.ai<\/a><\/li>\n\n\n\n
- \uc804\ud654\ubc88\ud638: +49 6151 2776497<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n2. \uc13c\ud2f0\ub12c \ud5c8\ube0c<\/h2>\n\n\n\n
Sentinel Hub\ub294 Sentinel, Landsat, MODIS \ubc0f \uae30\ud0c0 \uc778\uae30 \uc788\ub294 \uc18c\uc2a4\ub97c \ud3ec\ud568\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ud6a8\uc728\uc801\uc73c\ub85c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud658\uacbd \uc870\uac74, \ub18d\uc5c5 \uc0dd\uc0b0\uc131 \ubc0f \ud1a0\uc9c0 \uc774\uc6a9 \uc5ed\ud559\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \uc704\uc131 \ub370\uc774\ud130\uac00 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uac1c\ubc1c\uc790 \ubc0f \uc870\uc9c1\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \ucd5c\uc801\ud654\ub418\uc5b4 \ube60\ub978 \ucc98\ub9ac\uc640 \ubd84\uc11d \uacb0\uacfc\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uae30\ub2a5\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc561\uc138\uc2a4\uc640 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uac00 \uc911\uc694\ud55c \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1, \ub18d\uc5c5 \uad00\ub9ac, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\uc11d\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. Sentinel Hub\ub294 \ub610\ud55c \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \ubc0f \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ub3c4\uad6c\ub97c \uc9c0\uc6d0\ud558\uc5ec \ucd08\ubcf4\uc790\uc640 \uace0\uae09 \uc0ac\uc6a9\uc790 \ubaa8\ub450\uc5d0\uac8c \uae30\uc874 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uace0\uae09 AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc26c\uc6b4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4(Sentinel, Landsat, MODIS)<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: \ud50c\ub77c\uc774\ud53d\uc2a4\ub2f7\uc5d0\uc774\uc544\uc774<\/a><\/li>\n\n\n\n
- \uc8fc\uc18c: Robert-Bosch-Str.7, 64293 Darmstadt, Germany<\/li>\n\n\n\n
- \uc5f0\ub77d\ucc98 \uc774\uba54\uc77c: info@flypix.ai<\/a><\/li>\n\n\n\n
- \uc804\ud654\ubc88\ud638: +49 6151 2776497<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n2. \uc13c\ud2f0\ub12c \ud5c8\ube0c<\/h2>\n\n\n\n
Sentinel Hub\ub294 Sentinel, Landsat, MODIS \ubc0f \uae30\ud0c0 \uc778\uae30 \uc788\ub294 \uc18c\uc2a4\ub97c \ud3ec\ud568\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ud6a8\uc728\uc801\uc73c\ub85c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud658\uacbd \uc870\uac74, \ub18d\uc5c5 \uc0dd\uc0b0\uc131 \ubc0f \ud1a0\uc9c0 \uc774\uc6a9 \uc5ed\ud559\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \uc704\uc131 \ub370\uc774\ud130\uac00 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uac1c\ubc1c\uc790 \ubc0f \uc870\uc9c1\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \ucd5c\uc801\ud654\ub418\uc5b4 \ube60\ub978 \ucc98\ub9ac\uc640 \ubd84\uc11d \uacb0\uacfc\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uae30\ub2a5\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc561\uc138\uc2a4\uc640 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uac00 \uc911\uc694\ud55c \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1, \ub18d\uc5c5 \uad00\ub9ac, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\uc11d\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. Sentinel Hub\ub294 \ub610\ud55c \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \ubc0f \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ub3c4\uad6c\ub97c \uc9c0\uc6d0\ud558\uc5ec \ucd08\ubcf4\uc790\uc640 \uace0\uae09 \uc0ac\uc6a9\uc790 \ubaa8\ub450\uc5d0\uac8c \uae30\uc874 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uace0\uae09 AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc26c\uc6b4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4(Sentinel, Landsat, MODIS)<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n2. \uc13c\ud2f0\ub12c \ud5c8\ube0c<\/h2>\n\n\n\n
Sentinel Hub\ub294 Sentinel, Landsat, MODIS \ubc0f \uae30\ud0c0 \uc778\uae30 \uc788\ub294 \uc18c\uc2a4\ub97c \ud3ec\ud568\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ud6a8\uc728\uc801\uc73c\ub85c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud658\uacbd \uc870\uac74, \ub18d\uc5c5 \uc0dd\uc0b0\uc131 \ubc0f \ud1a0\uc9c0 \uc774\uc6a9 \uc5ed\ud559\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \uc704\uc131 \ub370\uc774\ud130\uac00 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uac1c\ubc1c\uc790 \ubc0f \uc870\uc9c1\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \ucd5c\uc801\ud654\ub418\uc5b4 \ube60\ub978 \ucc98\ub9ac\uc640 \ubd84\uc11d \uacb0\uacfc\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uae30\ub2a5\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc561\uc138\uc2a4\uc640 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uac00 \uc911\uc694\ud55c \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1, \ub18d\uc5c5 \uad00\ub9ac, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\uc11d\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. Sentinel Hub\ub294 \ub610\ud55c \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \ubc0f \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ub3c4\uad6c\ub97c \uc9c0\uc6d0\ud558\uc5ec \ucd08\ubcf4\uc790\uc640 \uace0\uae09 \uc0ac\uc6a9\uc790 \ubaa8\ub450\uc5d0\uac8c \uae30\uc874 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uace0\uae09 AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc26c\uc6b4 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uc2dc\uc2a4\ud15c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4(Sentinel, Landsat, MODIS)<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Team"},"url":"https:\/\/flypix.ai\/ko\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4(Sentinel, Landsat, MODIS)<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI \ud300","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/ko\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: sentinel-hub.com<\/li>\n\n\n\n
- \uc774\uba54\uc77c: info@sentinel-hub.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \uc8fc\uc18c: Cvetkova ulica 29, SI-1000 Ljubljana, \uc2ac\ub85c\ubca0\ub2c8\uc544<\/li>\n\n\n\n
- \uc804\ud654: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI \ud300","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n3. \ud50c\ub798\ub2db\ub7a9\uc2a4<\/h2>\n\n\n\n
Planet Labs\ub294 \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \ud45c\uba74\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uad00\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Dove\ub77c\uace0 \uc54c\ub824\uc9c4 \uc18c\ud615 \uc704\uc131\uc758 \ubcc4\uc790\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uace0\uc8fc\ud30c\ub85c \uc774\ubbf8\uc9c0\ub97c \ucea1\ucc98\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc774 \uc0c1\uc5c5\uc6a9 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uc2e0\uc758 \uc815\ud655\ud55c \ub370\uc774\ud130\ub85c \ub3c4\uc2dc \uac1c\ubc1c\uc774\ub098 \ud658\uacbd \ubcc0\ud654\uc640 \uac19\uc740 \ub3d9\uc801 \ubcc0\ud654\ub97c \ucd94\uc801\ud574\uc57c \ud558\ub294 \uc870\uc9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Planet Labs\uc758 \ub370\uc774\ud130\ub294 \uad6c\ub3c5 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc81c\uacf5\ub418\uba70 \ub18d\uc5c5, \uc784\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ud574 \uad00\ub9ac\uc640 \uac19\uc740 \ubd80\ubb38\uc758 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2dc\uae30\uc801\uc808\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc740 \uc870\uc9c1\uc774 \uc791\ubb3c \uac74\uac15 \ud3c9\uac00, \ucc9c\uc5f0 \uc790\uc6d0 \uad00\ub9ac \ub610\ub294 \uc790\uc5f0 \uc7ac\ud574 \ub300\uc751 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\uc640 \ube48\ubc88\ud55c \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\ub294 Planet Labs\ub97c \uc9c0\uc18d\uc801\uc774\uace0 \uc790\uc138\ud55c \uc9c0\uad6c \uad00\ucc30\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \ub9e4\uc77c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \uc9c0\uad6c \ud45c\uba74 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc774\uc0c1\uc801<\/li>\n\n\n\n
- \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc18c\ud615 \uc704\uc131(Dove)\uc758 \ubcc4\uc790\ub9ac<\/li>\n\n\n\n
- \uc0c1\uc5c5 \ubc0f \uc5f0\uad6c \uc6a9\ub3c4\uc5d0 \uc801\ud569\ud55c \uad6c\ub3c5 \uae30\ubc18 \uc561\uc138\uc2a4<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc7ac\ud574 \uad00\ub9ac \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc784\uc5c5 \ubd84\uc11d<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planet.com<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/planet<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/planetlabs<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \uc8fc\uc18c: 645 Harrison Street, 4th Floor, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n4. \uc624\ud508EO<\/h2>\n\n\n\n
OpenEO\ub294 \ud45c\uc900\ud654\ub41c API\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. \ud1b5\ud569\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uacf5\uae09\uc790\uc640 \ud611\ub825\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. OpenEO\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 Google Earth Engine, Sentinel Hub \ubc0f \uae30\ud0c0 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \uacf5\uae09\uc790\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uc720\uc5f0\uc131\uacfc \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
OpenEO\ub294 Python, R, JavaScript\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130 \uc561\uc138\uc2a4 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc790\uc720\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc758 \uc624\ud508 \uc18c\uc2a4 \ud2b9\uc131\uc740 \ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec\ub97c \uc7a5\ub824\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud558\uace0 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc801\uc751\uc131 \ub355\ubd84\uc5d0 OpenEO\ub294 \uad50\uc721 \ubaa9\uc801, \uc5f0\uad6c \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ud1b5\ud569 API\ub97c \uac16\ucd98 \uc624\ud508\uc18c\uc2a4 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- Google Earth Engine \ubc0f Sentinel Hub\uc640 \uac19\uc740 \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569<\/li>\n\n\n\n
- \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Python, R \ubc0f JavaScript\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \uc704\ud55c \ud1b5\ud569 API<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\uc721 \ubc0f \uc5f0\uad6c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ud1b5\ud569<\/li>\n\n\n\n
- \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: openeo.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Open_EO<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/OpenEO<\/li>\n\n\n\n
- \uc8fc\uc18c: \ubb8c\uc2a4\ud130 \ub300\ud559\uad50, \uc9c0\ub9ac\uc815\ubcf4\ud559 \uc5f0\uad6c\uc18c, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS\ub294 \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ub2e4\uc591\ud55c \uc6d0\uaca9 \uac10\uc9c0 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud558\uace0 \ubb34\ub8cc\uc774\uba70 \uc624\ud508 \uc18c\uc2a4\uc778 GIS \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uc720\uc5f0\ud558\uc5ec \ub77c\uc774\uc120\uc2a4 \ube44\uc6a9\uc758 \uc81c\uc57d \uc5c6\uc774 \uc790\uc138\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. QGIS\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc815\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubd84\ub958 \ubc0f \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud3ec\ud568\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0 \ucc98\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ubc18\uc790\ub3d9 \ubd84\ub958 \ud50c\ub7ec\uadf8\uc778(SCP)\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
QGIS\uc758 \uc911\uc694\ud55c \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc73c\ub85c, \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\uc5d0 \ub300\ud55c \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\uace0 \ud658\uacbd \uc5f0\uad6c, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc790\uc6d0 \uad00\ub9ac\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. QGIS\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc798 \ubc1c\ub2ec\ub41c \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \ud50c\ub7ec\uadf8\uc778 \uac1c\ubc1c \ubc0f \uac15\ub825\ud55c \uc9c0\uc6d0\uc744 \ubcf4\uc7a5\ud558\uc5ec \uacf5\uac04 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc774\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \ubb34\ub8cc \uc624\ud508\uc18c\uc2a4 GIS \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uc131 \ub370\uc774\ud130 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uad11\ubc94\uc704\ud55c \ud50c\ub7ec\uadf8\uc778 \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc624\ud504\ub77c\uc778\uc5d0\uc11c \uc791\ub3d9\ud558\ubbc0\ub85c \uc5f0\uacb0\uc131\uc774 \uc81c\ud55c\ub41c \uc9c0\uc5ed\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \ud1b5\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc911\uc2ec \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc9c0\uc5ed \uc218\uc900 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c \uc704\uc131 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub3c4 \uc81c\uc791 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ud658\uacbd \uc5f0\uad6c \ub3c4\uad6c<\/li>\n\n\n\n
- \ub85c\uceec \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: qgis.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/QGIS<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n6. \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \ud50c\ub798\ub2db \ucef4\ud4e8\ud130<\/h2>\n\n\n\n
Microsoft Planetary Computer\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uace0\uae09 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \ud2b9\ud788 \uae00\ub85c\ubc8c \uc9c0\uc18d \uac00\ub2a5\uc131 \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ubaa9\uc801\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ubb3c\ub2e4\uc591\uc131, \uae30\ud6c4 \ubc0f \uc790\uc5f0 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c\uc790\uc640 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \ud658\uacbd \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0 \ud574\uacb0\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 Azure\uc758 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uc131\ub2a5 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Microsoft Planetary Computer\ub294 \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 Python \ubc0f R\uacfc \uac19\uc740 \uce5c\uc219\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 Jupyter Notebooks \uc0ac\uc6a9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ucd08\ubcf4\uc790\uc640 \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc811\uadfc \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ub370\uc774\ud130 \ud0d0\uc0c9, \uc2dc\uac01\ud654 \ubc0f \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Azure \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc740 \ub610\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ubc30\ud3ec\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc0dd\ud0dc \uc5f0\uad6c, \ubcf4\uc874 \uacc4\ud68d \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\ud559\uc801 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Azure\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \ud611\uc5c5 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 Jupyter Notebooks \uc9c0\uc6d0<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\uc131 \uc5f0\uad6c \ubc0f \ud658\uacbd \uad00\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc0dd\ud0dc \ub370\uc774\ud130 \uc811\uadfc<\/li>\n\n\n\n
- \ud655\uc7a5 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0dd\ubb3c\ub2e4\uc591\uc131 \ubc0f \uae30\ud6c4 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- Azure \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c Jupyter Notebook \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n7. Earth Engine \ucf54\ub4dc \ud3b8\uc9d1\uae30<\/h2>\n\n\n\n
Earth Engine Code Editor\ub294 Google Earth Engine \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec JavaScript \ubc0f Python\uc73c\ub85c \ucf54\ub529\ud558\uae30 \uc704\ud55c \uc628\ub77c\uc778 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uc5d0\uac8c Google\uc758 \uc9c0\ub9ac\uacf5\uac04 \ucc98\ub9ac \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \ub300\uaddc\ubaa8 \ud658\uacbd \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub294 \ucf54\ub529\uc5d0 \uc775\uc219\ud55c \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uacc4\uc0b0 \ub2a5\ub825\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Earth Engine Code Editor\ub294 \ub300\ud654\ud615 \ud0d0\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub370\uc774\ud130\uc640 \uacb0\uacfc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub610\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uace0\uae09 \ubd84\uc11d\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569\ub418\uc5b4 \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc5d0\uac8c \ud0c1\uc6d4\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- JavaScript\uc640 Python \uc2a4\ud06c\ub9bd\ud305\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4<\/li>\n\n\n\n
- Google Cloud \uc778\ud504\ub77c\uc640 \ud1b5\ud569<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uae00\ub85c\ubc8c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc138\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ubc0f \uc0ac\uc6a9\uc790 \uc815\uc758 \uc2a4\ud06c\ub9bd\ud2b8 \ud5c8\uc6a9<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI \ud300","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/ko\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \uc9c0\ub9ac\uacf5\uac04 \uc2a4\ud06c\ub9bd\ud305<\/li>\n\n\n\n
- \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/li>\n\n\n\n
- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c<\/li>\n\n\n\n
- \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: osgeo.org, geoserver.org<\/li>\n\n\n\n
- \uc774\uba54\uc77c: treasurer@osgeo.org, info@osgeo.org<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/osgeo<\/li>\n\n\n\n
- \uc8fc\uc18c: OSGeo, 9450 SW Gemini Dr. #42523, Beaverton, Oregon 97008, United States<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n8. \uc2a4\uce74\uc774\uc6cc\uce58 \uc5b4\uc2a4\uce90\uc2dc<\/h2>\n\n\n\n
SkyWatch EarthCache\ub294 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc744 \uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. EarthCache\ub294 \ub18d\uc5c5, \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1, \ud658\uacbd \ud3c9\uac00\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0\uc640 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc704\uc131 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \uc81c\uacf5\ud558\uc5ec \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 \uc704\uc131 \ub370\uc774\ud130\ub97c \uc870\ub2ec\ud558\ub294 \ubcf5\uc7a1\uc131 \uc5c6\uc774 \uc8fc\ubb38\ud615\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
SkyWatch EarthCache\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \uae30\uc5c5\uc774 \uc0ac\uc804 \ud22c\uc790 \uc5c6\uc774 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc0ac\uc6a9\ub7c9\ub2f9 \uc9c0\ubd88 \ubaa8\ub378\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\uc758 \uc6a9\uc774\uc131\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 API\ub97c \ud1b5\ud55c \uc8fc\ubb38\ud615 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130 \uacf5\uae09\uc790\uc5d0 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc0ac\uc6a9\ub7c9 \uae30\ubc18 \uacb0\uc81c \ubaa8\ub378<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \uc778\ud504\ub77c\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- API\ub97c \ud1b5\ud55c \uc704\uc131 \ub370\uc774\ud130 \uc561\uc138\uc2a4<\/li>\n\n\n\n
- \uc778\ud504\ub77c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub18d\uc5c5 \ud1b5\ucc30\ub825<\/li>\n\n\n\n
- \ud658\uacbd \ud3c9\uac00<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: skywatch.com <\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \uc8fc\uc18c: 151 Charles Street West, Suite 199, Kitchener, Ontario, Canada<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n9. \uc5d0\uc5b4\ubc84\uc2a4 \uc6d0\uc544\ud2c0\ub77c\uc2a4<\/h2>\n\n\n\n
Airbus OneAtlas\ub294 \ubc29\uc704, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uad11\ubc94\uc704\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. OneAtlas \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 Pl\u00e9iades \ubc0f SPOT \uc704\uc131\uc744 \ud3ec\ud568\ud558\uc5ec Airbus\uc758 \ubcc4\uc790\ub9ac\uc5d0\uc11c \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc815\ud655\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uc8fc\ud30c \ub370\uc774\ud130\uc640 \ub192\uc740 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
OneAtlas\ub294 AI \uae30\ubc18 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \ud1b5\ud569\ub418\uc5b4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\uc5d0\uc11c \uc5bb\uc740 \uac15\ub825\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc704\uc131 \ub370\uc774\ud130, \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8 \ubc0f \ub3c4\uc2dc \uacc4\ud68d, \uc0bc\ub9bc \ubc8c\ucc44 \ubaa8\ub2c8\ud130\ub9c1 \ub610\ub294 \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc5d0\uc5b4\ubc84\uc2a4 \uc704\uc131 \ubcc4\uc790\ub9ac \ub370\uc774\ud130(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT \ub4f1)\uc5d0 \uc811\uadfc<\/li>\n\n\n\n
- \uace0\uc8fc\ud30c \ubc0f \uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04\uc801 \ud1b5\ucc30\ub825\uc744 \uc704\ud55c AI \uae30\ubc18 \ubd84\uc11d<\/li>\n\n\n\n
- \uad6d\ubc29, \ub18d\uc5c5, \uc778\ud504\ub77c\uc640 \uac19\uc740 \uc0b0\uc5c5\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc704\uc131 \uc774\ubbf8\uc9c0 \uc561\uc138\uc2a4(\ud50c\ub808\uc774\uc544\ub370\uc2a4, SPOT)<\/li>\n\n\n\n
- AI \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d<\/li>\n\n\n\n
- \ub18d\uc5c5 \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc778\ud504\ub77c \uad00\ub9ac<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: intelligence.airbus.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \uc8fc\uc18c: Willy-Messerschmitt-Stra\u00dfe 1, 82024 Taufkirchen, Germany<\/li>\n\n\n\n
- \uc804\ud654: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Team"},"url":"https:\/\/flypix.ai\/ko\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n10. \ub9f5\ubc15\uc2a4<\/h2>\n\n\n\n
Mapbox\ub294 \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc9c0\ub3c4\uc640 \uacf5\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub9e4\ud551 \ubc0f \uc704\uce58 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uace0\ub3c4\ub85c \uc0c1\ud638 \uc791\uc6a9\uc801\uc774\uace0 \uc2dc\uac01\uc801\uc73c\ub85c \ub9e4\ub825\uc801\uc778 \uc9c0\ub3c4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud3ec\uad04\uc801\uc778 API \ubc0f SDK \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Mapbox\ub294 \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub0b4\ube44\uac8c\uc774\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1 \ubc0f \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Mapbox\uc758 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uae30\ubcf8 \uc9c0\ub3c4\ub97c \ud3ec\ud568\ud558\uace0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \ucc28\ub7c9 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uacfc \uac19\uc740 \ub3d9\uc801 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc870\uc815\ub41c \uace0\uc720\ud55c \ub9e4\ud551 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c API \ubc0f SDK<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8\uac00 \ud3ec\ud568\ub41c \uace0\ud574\uc0c1\ub3c4 \uc9c0\ub3c4<\/li>\n\n\n\n
- \ube44\uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub514\uc790\uc778 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc6f9 \ubc0f \ubaa8\ubc14\uc77c \ud50c\ub7ab\ud3fc \ubaa8\ub450\uc640 \ud638\ud658 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI \ud300","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/ko\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \uc0ac\uc6a9\uc790 \uc815\uc758 \ub9f5 \uc0dd\uc131<\/li>\n\n\n\n
- \uc704\uce58 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n\n\n\n
- \ub0b4\ube44\uac8c\uc774\uc158 \ubc0f \uacbd\ub85c \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc2dc\uac01\uc801 \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uacfc \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: mapbox.com<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/mapbox<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/mapbox<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n11. \uc5d0\uc2a4\ub9ac ArcGIS \uc628\ub77c\uc778<\/h2>\n\n\n\n
Esri\uc758 ArcGIS Online\uc740 \uc0ac\uc6a9\uc790\uac00 \uacf5\uac04 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uace0, \uad00\ub9ac\ud558\uace0, \uacf5\uc720\ud560 \uc218 \uc788\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub9e4\ud551 \ubc0f \ubd84\uc11d \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uacf5\uac04 \ubd84\uc11d, \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ud611\uc5c5\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud1b5\ud569 GIS \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \uc5f0\uad6c\uc790, \uae30\ud68d\uc790 \ubc0f \uc870\uc9c1\uc5d0 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n
ArcGIS Online\uc5d0\ub294 \uacf5\uac04 \ubd84\uc11d, \ub9f5 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \uacf5\uc720 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \ub2e4\ub978 Esri \uc81c\ud488\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 GIS \ub3c4\uad6c \uc138\ud2b8\uc640 \uacb0\ud569\ub41c \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc778\ud574 \uac15\ub825\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uacfc \uc815\ubd80 \uae30\uad00\uc5d0 \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \ud3ec\uad04\uc801\uc778 \uacf5\uac04 \ubd84\uc11d \ub3c4\uad6c\ub97c \uac16\ucd98 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 GIS<\/li>\n\n\n\n
- \uad11\ubc94\uc704\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ub808\uc774\uc5b4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n
- \ube44\uae30\uc220 \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub9e4\ud551 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- \uc9c0\ub3c4 \ubc0f \ub370\uc774\ud130 \uacf5\uc720\ub97c \uc704\ud55c \ud611\uc5c5 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \ub9e4\ud551 \ubc0f \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n\n\n\n
- \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud611\uc5c5<\/li>\n\n\n\n
- \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c<\/li>\n\n\n\n
- \uc704\uce58 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: arcgis.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/esrigis<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/Esri<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/esrigram<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \uc804\ud654: +1-909-793-2853<\/li>\n\n\n\n
- \uc8fc\uc18c: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n12. \ud130\uc14b<\/h2>\n\n\n\n
TerrSet\uc740 \uc9c0\uad6c \uc2dc\uc2a4\ud15c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubaa8\ub378\ub9c1\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud658\uacbd \uad00\ub9ac\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. TerrSet\uc758 \ub3c4\uad6c \ubaa8\uc74c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc778\uac04\uacfc \uc790\uc5f0\uc801 \uacfc\uc815\uc774 \ud658\uacbd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1, \uc11c\uc2dd\uc9c0 \uc704\ud5d8 \ud3c9\uac00, REDD(\uc0b0\ub9bc \ubc8c\ucc44 \ubc0f \uc0b0\ub9bc \ud669\ud3d0\ud654\ub85c \uc778\ud55c \ubc30\ucd9c\ub7c9 \uac10\uc18c) \ubd84\uc11d\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \ud658\uacbd \ubcf4\ud638 \ub178\ub825\uc5d0 \ud2b9\ud788 \uadc0\uc911\ud569\ub2c8\ub2e4. \ud658\uacbd \ubcc0\ud654\uc640 \uae30\ud6c4 \ubcc0\ud654\uc758 \uc601\ud5a5\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc5b4 TerrSet\uc740 \uc5f0\uad6c\uc790\uc640 \ud658\uacbd\ub860\uc790\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \ub9e4\uae40\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ud558\uc774\ub77c\uc774\ud2b8<\/h3>\n\n\n\n\n- GIS, \uc6d0\uaca9 \uac10\uc9c0 \ubc0f \uc9c0\uad6c \uc2dc\uc2a4\ud15c \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud1b5\ud569 \uc81c\ud488\uad70<\/li>\n\n\n\n
- \ud658\uacbd \ubcc0\ud654 \ubc0f \uc9c0\uc18d \uac00\ub2a5\uc131 \ubd84\uc11d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \ub3c4\uad6c<\/li>\n\n\n\n
- \ud3ec\uad04\uc801\uc778 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/li>\n\n\n\n
- REDD \ubc0f \ud1a0\uc9c0 \ubcc0\ud654 \ubaa8\ub378\ub9c1 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc11c\ube44\uc2a4<\/h3>\n\n\n\n\n- \ud658\uacbd \ubaa8\ub378\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n\n\n\n
- \ud1a0\uc9c0 \ud53c\ubcf5 \ubcc0\ud654 \ubd84\uc11d<\/li>\n\n\n\n
- REDD \ubd84\uc11d<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\ubc1c \uacc4\ud68d<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \uc774\uba54\uc77c: clarklabs@clarku.edu<\/li>\n\n\n\n
- \uc804\ud654: +1-508-793-7526<\/li>\n\n\n\n
- \uc8fc\uc18c: Clark University, 950 Main Street, Worcester, MA 01610-1477, USA<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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to Google Earth Engine: A Detailed Overview\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\ud50c\ub77c\uc774\ud53d\uc2a4","description":"\uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0, \uc9c0\uc5ed\ud654 \ubc0f \uc138\ubd84\ud654\ub97c \uc704\ud55c \uc885\ub2e8 \uac04 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\ud50c\ub77c\uc774\ud53d\uc2a4 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n13. \uc721\uac01\ud615 \ub8e8\uc2dc\uc544\ub4dc<\/h2>\n\n\n\n
Hexagon Luciad\ub294 \uace0\uae09 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc704\uc131 \uc774\ubbf8\uc9c0, \uc13c\uc11c \ub370\uc774\ud130, \ud56d\uacf5 \uc0ac\uc9c4\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ubcf5\uc7a1\ud55c \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc2dc\uac01\ud654\ud558\uace0 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Luciad\ub294 \ud2b9\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654\uac00 \uc911\uc694\ud55c \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751\uacfc \uac19\uc740 \uc0b0\uc5c5\uc5d0\uc11c \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 2D \ubc0f 3D \uc2dc\uac01\ud654\ub97c \uc9c0\uc6d0\ud558\uba70 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hexagon Luciad\uc758 \uac15\uc810\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc788\uc73c\uba70, \uace0\uc131\ub2a5 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- 2D \ubc0f 3D \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc0c1\ud669 \uc778\uc2dd<\/li>\n\n\n\n
- \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd \ubc0f \ud45c\uc900\uacfc\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ubc29\uc704, \ud56d\uacf5 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc0b0\uc5c5\uc5d0 \uc0ac\uc6a9\ub428<\/li>\n\n\n\n
- \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc704\ud55c \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uc2e4\uc2dc\uac04 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ub2e4\uc911 \uc18c\uc2a4 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ud1b5\ud569<\/li>\n\n\n\n
- \uace0\uc131\ub2a5 \ubd84\uc11d<\/li>\n\n\n\n
- \ubc29\uc704 \ubc0f \ube44\uc0c1 \ub300\uc751 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: hexagon.com<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \uc778\uc2a4\ud0c0\uadf8\ub7a8: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \uc8fc\uc18c: Hexagon AB (Publ), PO Box 3692, SE-103 59 Stockholm, Sweden<\/li>\n\n\n\n
- \uac70\ub9ac \uc8fc\uc18c: Lilla Bantorget 15, SE-111 23 \uc2a4\ud1a1\ud640\ub984, \uc2a4\uc6e8\ub374<\/li>\n\n\n\n
- \uc804\ud654: +46 8 601 26 20<\/li>\n\n\n\n
- \ud329\uc2a4: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n14. \uce74\ub974\ud1a0<\/h2>\n\n\n\n
Carto\ub294 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub9f5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Carto\ub294 \uc870\uc9c1\uacfc \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \ubd84\uc11d, \ub3c4\uc2dc \uacc4\ud68d \ubc0f \uc2dc\uc7a5 \uc870\uc0ac\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud1b5\ucc30\ub825 \uc788\ub294 \ub9f5\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc591\ud55c API \ubc0f \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc678\ubd80 \uc18c\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
Carto\ub294 \uc790\uccb4 \ub3c4\uad6c\uc640 Python \ubc0f R\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640\uc758 \ud1b5\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc18c\ube44\uc790 \ud589\ub3d9 \ucd94\uc138 \ubd84\uc11d, \uad50\ud1b5 \uad00\ub9ac, \ub3c4\uc2dc \uacc4\ud68d \uc9c0\uc5ed \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ubc0f \ub9e4\ud551\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \uace0\uae09 \ubd84\uc11d\uc744 \uc704\ud55c \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc640\uc758 \ud1b5\ud569<\/li>\n\n\n\n
- \ud655\uc7a5\ub41c \ubd84\uc11d \uae30\ub2a5\uc744 \uc704\ud574 Python \ubc0f R\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub3c4\uc2dc \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \uc9d1\uc911<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \ub300\ud654\ud615 \uc9c0\ub3c4 \uc0dd\uc131<\/li>\n\n\n\n
- \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n\n\n\n
- \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \uc18c\ube44\uc790 \ud2b8\ub80c\ub4dc \ubd84\uc11d<\/li>\n\n\n\n
- \uad50\ud1b5 \uad00\ub9ac \ubc0f \ub3c4\uc2dc \uacc4\ud68d\uc744 \uc704\ud55c \uc194\ub8e8\uc158<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: carto.com<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/CartoDB<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/CARTO<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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name=\"twitter:data2\" content=\"21\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/google-earth-engine-alternatives\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Alternatives to Google Earth Engine: A Detailed 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<\/figure>\n\n\n\n15. \ud53d\ud14c\ub77c<\/h2>\n\n\n\n
Picterra\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc5b4 \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc778\ud504\ub77c\ub97c \uad00\ucc30\ud558\uace0 \ud658\uacbd \uc870\uac74\uc744 \ud3c9\uac00\ud558\uae30\uac00 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4. Picterra\ub294 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ub18d\uc5c5 \ubc0f \uc790\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774 \ud50c\ub7ab\ud3fc\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ub85c \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0, \uc0ac\uc6a9\uc790\uac00 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd \uc5c6\uc774\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Picterra\ub294 \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0\uc11c \uc778\ud504\ub77c \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ud68c\uc0ac\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc8fc\uc694 \ub0b4\uc6a9:<\/h3>\n\n\n\n\n- \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc9c0\ub9ac\uacf5\uac04 \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/li>\n\n\n\n
- \ub9de\ucda4\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uc0dd\uc131<\/li>\n\n\n\n
- \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc2ec\uce35\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
- \ub18d\uc5c5, \uc790\uc0b0 \uad00\ub9ac \ubc0f \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uc11c\ube44\uc2a4:<\/h3>\n\n\n\n\n- \uacf5\uac04 \uc774\ubbf8\uc9c0 \ubd84\uc11d<\/li>\n\n\n\n
- \uc0ac\uc6a9\uc790 \uc815\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \uad50\uc721<\/li>\n\n\n\n
- \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158<\/li>\n\n\n\n
- \uc778\ud504\ub77c \uad00\ucc30 \ub3c4\uad6c<\/li>\n<\/ul>\n\n\n\n
\uc5f0\ub77d\ucc98 \uc815\ubcf4:<\/h3>\n\n\n\n\n- \uc6f9\uc0ac\uc774\ud2b8: picterra.ch<\/li>\n\n\n\n
- \ub9c1\ud06c\ub4dc\uc778: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \ud398\uc774\uc2a4\ubd81: facebook.com\/picterraCH<\/li>\n\n\n\n
- \ud2b8\uc704\ud130: twitter.com\/picterra<\/li>\n\n\n\n
- \uc720\ud29c\ube0c: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \uc8fc\uc18c: Rue de la Mouline 8, 1022 Chavannes, Switzerland<\/li>\n\n\n\n
- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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- \uc774\uba54\uc77c: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\uacb0\ub860<\/h2>\n\n\n\n
\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc131\uc7a5\ud558\ub294 \ud48d\uacbd \uc18d\uc5d0\uc11c, \uc0b0\uc5c5 \uc804\ubc18\uc758 \ub2e4\uc591\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\ub294 Google Earth Engine\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uac15\ub825\ud55c \ub300\uc548\uc774 \uc788\uc2b5\ub2c8\ub2e4. SkyWatch EarthCache, Airbus OneAtlas, Sentinel Hub\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uace0\uc8fc\ud30c \uc704\uc131 \uc774\ubbf8\uc9c0, AI \uae30\ubc18 \ud1b5\ucc30\ub825 \ub610\ub294 API\ub97c \ud1b5\ud55c \uc26c\uc6b4 \ud1b5\ud569 \uc5ec\ubd80\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc804\ubb38\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ub18d\uc5c5\uc5d0\uc11c \ub3c4\uc2dc \uacc4\ud68d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d, \ub370\uc774\ud130 \uc811\uadfc\uc131 \ubc0f \ud544\uc694\ud55c \ubd84\uc11d \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ubbc0\ub85c \uc870\uc9c1\uc774 \uc9c0\ub9ac\uacf5\uac04 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0 \ub4b7\ubc1b\uce68\ub41c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n1. Google Earth Engine\uc758 \ub300\uc548\uc740 \ubb34\uc5c7\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
2. \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c Google Earth Engine \ub300\uc548\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/strong>\u00a0<\/strong> Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
3. Google Earth Engine\uc758 \ubb34\ub8cc \ub300\uc548\uc774 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
4. Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c Google Earth Engine \ub300\uc548\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/strong>\u00a0<\/strong> \ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
5. Google Earth Engine \ub300\uc548\uc744 \uc120\ud0dd\ud560 \ub54c \uc5b4\ub5a4 \uae30\ub2a5\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong>\u00a0<\/strong> \uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ko\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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Google Earth Engine\uc758 \ub300\uc548\uc73c\ub85c\ub294 Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, FlyPix AI \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
Planet Labs\uc640 Sentinel Hub\ub294 \ube48\ubc88\ud55c \uc774\ubbf8\uc9c0 \uc5c5\ub370\uc774\ud2b8\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc2e4\uc2dc\uac04 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p> <\/div>
\ub124, QGIS\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc704\uc131 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4 GIS \ud50c\ub7ab\ud3fc\uc73c\ub85c, Google Earth Engine\uc5d0 \ub300\ud55c \uc88b\uc740 \ub300\uc548\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div>
\ub124, OpenEO, Microsoft Planetary Computer, QGIS, FlyPix AI\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uacf5\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 Python\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p> <\/div>
\uace0\ub824\ud574\uc57c \ud560 \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub370\uc774\ud130 \uc811\uadfc\uc131, \ucc98\ub9ac \ub2a5\ub825, \ube44\uc6a9, \ud2b9\uc815 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc9c0\uc6d0, \ud1b5\ud569 \uae30\ub2a5, \ubcf4\uc548, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \ub610\ub294 \ubd84\uc11d \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc801\ud569\uc131 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n