{"id":183090,"date":"2026-04-14T15:23:20","date_gmt":"2026-04-14T15:23:20","guid":{"rendered":"https:\/\/flypix.ai\/?p=183090"},"modified":"2026-04-14T15:23:39","modified_gmt":"2026-04-14T15:23:39","slug":"free-satellite-imagery-sources","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ko\/free-satellite-imagery-sources\/","title":{"rendered":"\ub18d\ubd80\uc640 \uc5f0\uad6c\uc790\ub97c \uc704\ud55c \ucd5c\uace0\uc758 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0 \uc18c\uc2a4"},"content":{"rendered":"<p>\ub18d\ubd80\uc640 \uc5f0\uad6c\uc790\ub4e4\uc740 USGS \ub79c\ub4dc\uc0db(50\ub144 \uc774\uc0c1 \uc544\uce74\uc774\ube0c), ESA \uc13c\ud2f0\ub12c \uc704\uc131(10m \ud574\uc0c1\ub3c4, 5\uc77c\ub9c8\ub2e4 \uc5c5\ub370\uc774\ud2b8), NASA \uc5b4\uc2a4\ub370\uc774\ud130(\ud2b9\uc218 \uc81c\ud488), NOAA \ud574\uc548 \ubc0f \ub300\uae30 \ub370\uc774\ud130 \ub4f1 \uacf5\uc2e0\ub825 \uc788\ub294 \ucd9c\ucc98\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc791\ubb3c \ubaa8\ub2c8\ud130\ub9c1, \ud1a0\uc9c0 \uc774\uc6a9 \ubd84\uc11d \ubc0f \ud658\uacbd \uc5f0\uad6c\uc5d0 \ud544\uc218\uc801\uc778 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc, SAR \ubc0f \uc5f4\ud654\uc0c1 \uc774\ubbf8\uc9c0\ub97c \uad6c\ub3c5\ub8cc \uc5c6\uc774 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \ub18d\uc5c5 \uc804\ubb38\uac00\uc640 \uc5f0\uad6c\uc790\ub4e4\uc774 \uc791\ubb3c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ud1a0\uc591 \uac74\uac15\uc744 \ud3c9\uac00\ud558\uace0, \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \ub354\uc6b1 \uc88b\uc740 \uc18c\uc2dd\uc740 \uace0\ud488\uc9c8 \uc704\uc131 \ub370\uc774\ud130\uc5d0 \uc811\uadfc\ud558\ub294 \ub370 \ube44\uc2fc \uad6c\ub3c5\ub8cc\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\ub7ec \uc815\ubd80 \uae30\uad00\uacfc \uad6d\uc81c\uae30\uad6c\uc5d0\uc11c \uc815\ubc00 \ub18d\uc5c5, \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uacfc\ud559 \uc5f0\uad6c\uc5d0 \uc801\ud569\ud55c \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\ub97c \ubb34\ub8cc\ub85c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \uad11\ud559 \uc601\uc0c1, \ud569\uc131 \uac1c\uad6c \ub808\uc774\ub354(SAR), \uc5f4 \ub370\uc774\ud130 \ubc0f \uc2dd\uc0dd \uc9c0\uc218\uc640 \uac19\uc740 \ud30c\uc0dd \uc81c\ud488\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc624\ub298\ub0a0 \uc774\uc6a9 \uac00\ub2a5\ud55c \uac00\uc7a5 \uac00\uce58 \uc788\ub294 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0 \uc790\ub8cc\ub4e4\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d EarthExplorer: \ucd5c\uace0\uc758 \uc544\uce74\uc774\ube0c<\/h2>\n\n\n\n<p>\ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uc740 \uc138\uacc4\uc5d0\uc11c \uac00\uc7a5 \uc624\ub7ab\ub3d9\uc548 \uc9c0\uc18d\ub41c \uc9c0\uad6c \uad00\uce21 \uae30\ub85d\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d EarthExplorer\ub97c \uc6b4\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 1972\ub144\ubd80\ud130 NASA\uc640 USGS\uac00 \uacf5\ub3d9\uc73c\ub85c \uad00\ub9ac\ud574 \uc628 Landsat \ud504\ub85c\uadf8\ub7a8\uc740 \uc774 \uc544\uce74\uc774\ube0c\uc758 \ud575\uc2ec\uc744 \uc774\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud604\uc7ac \ub79c\ub4dc\uc0db 8\ud638\uc640 \ub79c\ub4dc\uc0db 9\ud638 \uc704\uc131\uc774 \uc9c0\uad6c \uada4\ub3c4\ub97c \ub3cc\uba70 \uc5ec\ub7ec \ubd84\uad11 \ub300\uc5ed\uc5d0\uc11c 30\ubbf8\ud130 \ud574\uc0c1\ub3c4\uc758 \uc774\ubbf8\uc9c0\ub97c \ucd2c\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uc5d0 \ub530\ub974\uba74 \ub79c\ub4dc\uc0db \uc601\uc0c1\uc740 \ucd2c\uc601 \ud6c4 6\uc2dc\uac04 \uc774\ub0b4\uc5d0 EarthExplorer\ub97c \ud1b5\ud574 \uc774\uc6a9 \uac00\ub2a5\ud558\uba70, \ubb34\ub8cc \ub370\uc774\ud130\ub85c\uc11c\ub294 \ub180\ub77c\uc6b8 \uc815\ub3c4\ub85c \ube60\ub978 \uc18d\ub3c4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ud50c\ub7ab\ud3fc\uc740 50\ub144 \uc774\uc0c1\uc758 \uacfc\uac70 \uc601\uc0c1 \uc790\ub8cc\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc5b4 \uc7a5\uae30\uc801\uc778 \ud1a0\uc9c0 \uc774\uc6a9 \uc5f0\uad6c\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub18d\uc5c5 \ud655\uc7a5, \uc0bc\ub9bc \ubc8c\ucc44 \ub610\ub294 \ub3c4\uc2dc \uc131\uc7a5\uc744 \ubd84\uc11d\ud558\ub294 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc774\ub7ec\ud55c \uc2dc\uac04\uc801 \uae4a\uc774\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc8fc\uc694 \ub370\uc774\ud130 \uc138\ud2b8:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub79c\ub4dc\uc0db 1\ud638~9\ud638 \uad11\ud559 \uc601\uc0c1(1972\ub144~\ud604\uc7ac)<\/li>\n\n\n\n<li>AVHRR \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ub3c4\ucd9c\ub41c \uc804 \uc138\uacc4 \ud1a0\uc9c0 \ud53c\ubcf5 \ud2b9\uc131<\/li>\n\n\n\n<li>\ud56d\uacf5 \uc0ac\uc9c4 \ubaa8\uc74c<\/li>\n\n\n\n<li>\uae30\ubc00 \ud574\uc81c\ub41c \uc815\ubcf4 \uc704\uc131 \uc774\ubbf8\uc9c0<\/li>\n\n\n\n<li>\ub514\uc9c0\ud138 \uc785\uba74\ub3c4 \ubaa8\ub378<\/li>\n<\/ul>\n\n\n\n<p>\ub18d\ubd80\ub4e4\uc5d0\uac8c \ub79c\ub4dc\uc0db \uc704\uc131\uc758 \uc5f4\ud654\uc0c1 \ubc34\ub4dc\ub294 \ud1a0\uc591 \uc218\ubd84 \ud3c9\uac00 \ubc0f \uad00\uac1c \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 16\uc77c \uc8fc\uae30\uc758 \uc7ac\ubc29\ubb38 \uc11c\ube44\uc2a4\ub294 \uc815\uae30\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc77c\ubd80 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \uad6c\ub984\uc73c\ub85c \uc778\ud574 \ud65c\uc6a9\ub3c4\uac00 \uc81c\ud55c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1335\" height=\"553\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/04\/image1-1.avif\" alt=\"1972\ub144\ubd80\ud130 \ud604\uc7ac\uae4c\uc9c0\uc758 \ub79c\ub4dc\uc0db \uc704\uc131 \ud504\ub85c\uadf8\ub7a8 \uc5f0\ub300\ud45c\ub85c, \ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uacfc NASA\uac00 \uc720\uc9c0\ud574 \uc628 \uc9c0\uc18d\uc801\uc778 \uc9c0\uad6c \uad00\uce21 \uae30\ub85d\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.\" class=\"wp-image-183095\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \uc13c\ud2f0\ub12c \uc704\uc131: \uace0\ud574\uc0c1\ub3c4 \uc720\ub7fd \ub370\uc774\ud130<\/h2>\n\n\n\n<p>\uc720\ub7fd \uc6b0\uc8fc\uad6d(ESA)\uc758 \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ud504\ub85c\uadf8\ub7a8\uc740 \ud604\uc7ac \uc774\uc6a9 \uac00\ub2a5\ud55c \ucd5c\uace0 \ud574\uc0c1\ub3c4\uc758 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc13c\ud2f0\ub12c-2 \uc704\uc131\uc740 \uc9c0\uad6c\uc0c1\uc758 \ubaa8\ub4e0 \uc704\uce58\uc5d0 \ub300\ud574 \uc57d 5\uc77c\ub9c8\ub2e4 \uc5c5\ub370\uc774\ud2b8\ub418\ub294 10\ubbf8\ud130 \ud574\uc0c1\ub3c4\uc758 \ub2e4\uc911 \uc2a4\ud399\ud2b8\ub7fc \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub18d\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc774\ucc98\ub7fc \ube48\ubc88\ud55c \uc7ac\ubc29\ubb38 \uc77c\uc815\uc740 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub18d\ubd80\ub4e4\uc740 \uc0dd\uc721 \uae30\uac04 \ub0b4\ub0b4 \uc791\ubb3c \ubc1c\ub2ec \uacfc\uc815\uc744 \ucd94\uc801\ud558\uace0, \uc721\uc548\uc73c\ub85c \ud655\uc778\ud558\uae30 \uc804\uc5d0 \uc2a4\ud2b8\ub808\uc2a4\ub97c \uac10\uc9c0\ud558\uba70, \ud22c\uc785\ub7c9 \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>2026\ub144 1\uc6d4\uc5d0 \ubc1c\ud45c\ub41c \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4\uc758 \uc131\uacf5 \uc0ac\ub840\uc5d0 \ub530\ub974\uba74, xarvio\uc758 \ub514\uc9c0\ud138 \ub18d\uc5c5 \ud50c\ub7ab\ud3fc\uc740 \uc13c\ud2f0\ub12c-2 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc804 \uc138\uacc4 13\ub9cc \uba85 \uc774\uc0c1\uc758 \ub18d\ubd80\ub4e4\uc774 2\ucc9c\ub9cc \ud5e5\ud0c0\ub974 \uc774\uc0c1\uc758 \ub18d\uc9c0\ub97c \uacbd\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c5\uc77c\uc758 25\uac1c \ub18d\uc7a5(1,400\ud5e5\ud0c0\ub974)\uc5d0\uc11c \uc2e4\uc2dc\ub41c \ud604\uc7a5 \uac80\uc99d \uacb0\uacfc, \ubc14\uc774\uc624\ub9e4\uc2a4 \uc0dd\uc0b0\ub7c9\uc774 \ub192\uc740 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \uc57d 5%\uc758 \uc218\ud655\ub7c9 \uc99d\uac00\uac00, \ubc14\uc774\uc624\ub9e4\uc2a4 \uc0dd\uc0b0\ub7c9\uc774 \ub0ae\uc740 \uc9c0\uc5ed\uc5d0\uc11c\ub294 \ucd5c\ub300 25%\uc758 \ud22c\uc785 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\uac00 \uc785\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc13c\ud2f0\ub12c-1 \uc704\uc131\uc740 \uad6c\ub984\uc744 \ud22c\uacfc\ud558\ub294 \ub808\uc774\ub354 \uc601\uc0c1\uc744 \uc81c\uacf5\ud558\ub294\ub370, \uc774\ub294 \uad6c\ub984\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ub36e\uc5ec \uc788\ub294 \uc9c0\uc5ed\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc774\uc810\uc785\ub2c8\ub2e4. SAR \ub370\uc774\ud130\ub294 \uae30\uc0c1 \uc870\uac74\uc5d0 \uad00\uacc4\uc5c6\uc774 \ud1a0\uc591 \uc218\ubd84 \ucd94\uc815 \ubc0f \ud64d\uc218 \uc9c0\ub3c4 \uc791\uc131\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc811\uc18d \uc9c0\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ub370\uc774\ud130 \uacf5\uac04 \uc0dd\ud0dc\uacc4(\uc8fc\uc694 \ud3ec\ud138)<\/li>\n\n\n\n<li>\ube60\ub978 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ube0c\ub77c\uc6b0\uc800<\/li>\n\n\n\n<li>\uac1c\ubc1c\uc790\ub97c \uc704\ud55c Sentinel Hub API<\/li>\n<\/ul>\n\n\n\n<p>\ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ud1a0\uc9c0 \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4\ub294 \uc2dd\uc0dd \uacc4\uc808 \ud604\uc0c1, \uc218\uc5ed \ubc0f \ud1a0\uc9c0 \ud53c\ubcf5 \ubd84\ub958\ub97c \ud3ec\ud568\ud55c \ucc98\ub9ac\ub41c \uacb0\uacfc\ubb3c\uc744 \uc81c\uacf5\ud558\uc5ec \uc5f0\uad6c\uc6d0\ub4e4\uc758 \ucc98\ub9ac \uc2dc\uac04\uc744 \ud06c\uac8c \uc808\uc57d\ud574 \uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">NASA Earthdata: \uc804\ubb38 \uacfc\ud559 \uc81c\ud488<\/h2>\n\n\n\n<p>\ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uc774 \ub79c\ub4dc\uc0db \ub370\uc774\ud130 \ubc30\ud3ec\ub97c \ub2f4\ub2f9\ud558\ub294 \ubc18\uba74, NASA Earthdata\ub294 \uc218\ubc31 \uac00\uc9c0\uc758 \ub2e4\ub978 \uc9c0\uad6c\uacfc\ud559 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ubcf4\ub2e4\ub294 \ud30c\uc0dd \uacb0\uacfc\ubb3c\uc744 \uc81c\uacf5\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>NASA\uc758 MODIS \uc13c\uc11c\ub294 \uacf5\uac04 \ud574\uc0c1\ub3c4\ub294 \ub2e4\uc18c \ub5a8\uc5b4\uc9c0\uc9c0\ub9cc(250~500\ubbf8\ud130) \uc2dc\uac04 \ud574\uc0c1\ub3c4\ub294 \ud0c1\uc6d4\ud558\uc5ec \ud558\ub8e8\uc5d0 \uc5ec\ub7ec \ubc88 \uad00\uce21 \uc790\ub8cc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc5ed \uaddc\ubaa8\uc758 \ub18d\uc5c5 \ubaa8\ub2c8\ud130\ub9c1\uc5d0\ub294 MODIS \uc2dd\uc0dd \uc9c0\uc218\uac00 \uc5ec\uc804\ud788 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>NASA Worldview\ub294 \uc2e4\uc2dc\uac04 \uc2dc\uac01\ud654 \uae30\ub2a5 \ub355\ubd84\uc5d0 \ud2b9\ubcc4\ud788 \uc5b8\uae09\ud560 \ub9cc\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc704\uc131 \uad00\uce21 \ud6c4 \uba87 \uc2dc\uac04 \ub0b4\uc5d0 \ud65c\uc131 \ud654\uc7ac, \uc5d0\uc5b4\ub85c\uc878, \uc801\uc124\ub7c9 \ub4f1 \uacfc\ud559 \ub370\uc774\ud130 \ub808\uc774\uc5b4\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>FIRMS(\uc0b0\ubd88 \uc815\ubcf4 \uc790\uc6d0 \uad00\ub9ac \uc2dc\uc2a4\ud15c)\ub294 \uc0b0\ubd88 \uc704\ud611\uc5d0 \uc9c1\uba74\ud55c \ub18d\uc5c5 \uc9c0\uc5ed\uc5d0 \ud544\uc218\uc801\uc778 \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \ud654\uc7ac \uac10\uc9c0 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 \uc704\uc131 \ud1b5\uacfc \ud6c4 3\uc2dc\uac04 \uc774\ub0b4\uc5d0 \uc774\uc6a9 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\ud50c\ub7ab\ud3fc<\/th><th>\ud574\uacb0<\/th><th>\uc2dc\uac04\uc744 \ub2e4\uc2dc \ubc29\ubb38\ud558\uc138\uc694<\/th><th>\ucd5c\uc801\uc758 \ub18d\uc5c5\uc801 \uc6a9\ub3c4<\/th><\/tr><\/thead><tbody><tr><td>\ub79c\ub4dc\uc0db 8\/9<\/td><td>30\ubbf8\ud130<\/td><td>16\uc77c<\/td><td>\ud604\uc7a5 \uc218\uc900 \ubd84\uc11d, \uad00\uac1c<\/td><\/tr><tr><td>\uc13c\ud2f0\ub12c-2<\/td><td>10\ubbf8\ud130<\/td><td>5\uc77c<\/td><td>\uc791\ubb3c \uac74\uac15, \ubc14\uc774\uc624\ub9e4\uc2a4 \ubaa8\ub2c8\ud130\ub9c1<\/td><\/tr><tr><td>\uc13c\ud2f0\ub12c-1<\/td><td>10\ubbf8\ud130<\/td><td>6\uc77c<\/td><td>\uc804\ucc9c\ud6c4 \ubaa8\ub2c8\ud130\ub9c1, \ud1a0\uc591 \uc218\ubd84<\/td><\/tr><tr><td>\ubaa8\ub514\uc2a4<\/td><td>250~500\ubbf8\ud130<\/td><td>\uc77c\uc77c<\/td><td>\uc9c0\uc5ed\uc801 \ucd94\uc138, \uacc4\uc808 \ud604\uc0c1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">NOAA \ub370\uc774\ud130 \uc11c\ube44\uc2a4: \ud574\uc548 \ubc0f \ub300\uae30 \uc9d1\uc911 \ubd84\uc11d<\/h2>\n\n\n\n<p>\ubbf8\uad6d \ud574\uc591\ub300\uae30\uccad(NOAA)\uc740 \ud574\uc591 \ubc0f \ub300\uae30 \ub370\uc774\ud130 \uc804\ubb38 \uae30\uad00\uc774\uc9c0\ub9cc, \ud2b9\ud788 \ud574\uc548 \uc9c0\uc5ed\uc5d0\uc11c \ud65c\ub3d9\ud558\ub294 \ub18d\uc5c5 \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c\ub3c4 \uadc0\uc911\ud55c \uc790\ub8cc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubbf8\uad6d \ud574\uc591\ub300\uae30\uccad(NOAA)\uc758 \ub370\uc774\ud130 \uc811\uadfc \ubdf0\uc5b4\ub294 \ud574\uc548 \uc601\uc0c1, LiDAR \uace0\ub3c4 \ub370\uc774\ud130 \ubc0f \ud1a0\uc9c0 \ud53c\ubcf5 \uc790\ub8cc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud574\uc548\uc120\uc774\ub098 \uc8fc\uc694 \uc218\uc5ed \uc778\uadfc \ub18d\uc7a5\uc758 \uacbd\uc6b0, \uc774\ub7ec\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ubc30\uc218 \uacc4\ud68d \ubc0f \ud64d\uc218 \uc704\ud5d8 \ud3c9\uac00\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubbf8\uad6d \ud574\uc591\ub300\uae30\uccad(NOAA)\uc758 CLASS \uc2dc\uc2a4\ud15c\uc740 GOES \uae30\uc0c1 \uc704\uc131\uacfc \uadf9\uada4\ub3c4 \ud658\uacbd \uc704\uc131\uc5d0\uc11c \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\ub85c \uae30\uc0c1 \uad00\uce21\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc9c0\ub9cc, \uc11c\ub9ac \uc608\uce21 \ubc0f \ud3ed\ud48d \ud53c\ud574 \ud3c9\uac00\ub97c \ud3ec\ud568\ud55c \ub18d\uc5c5 \ubd84\uc57c\uc5d0\ub3c4 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubbf8\uad6d \ud574\uc591\ub300\uae30\uccad(NOAA)\uc758 \uc9c0\uad6c \uae30\ud6c4 \ub370\uc774\ud130\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ubcf4\uc644\ud558\uc5ec \uc9c0\ud45c\uba74 \ubcc0\ud654\ub97c \ud574\uc11d\ud558\ub294 \ub370 \ud544\uc694\ud55c \ud658\uacbd\uc801 \ub9e5\ub77d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc804\ubb38 \ub18d\uc5c5 \ud50c\ub7ab\ud3fc<\/h2>\n\n\n\n<p>\uc77c\ubc18\uc801\uc778 \uc9c0\uad6c \uad00\uce21 \ud50c\ub7ab\ud3fc \uc678\uc5d0\ub3c4 \uc77c\ubd80 \uc11c\ube44\uc2a4\ub294 \ub18d\uc5c5 \uc0ac\uc6a9\uc790\ub97c specifically \ub300\uc0c1\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubbf8\uad6d \ub18d\ubb34\ubd80(USDA)\uc758 CropScape\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ucd94\ucd9c\ud55c \uc791\ubb3c\ubcc4 \ub370\uc774\ud130 \ub808\uc774\uc5b4\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\ub294 \uc6f9 \uae30\ubc18 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uacbd\uc791\uc9c0 \ub370\uc774\ud130 \ub808\uc774\uc5b4\ub294 \ubbf8\uad6d \uc804\uc5ed\uc758 \ub18d\uacbd\uc9c0 \uc774\uc6a9 \ud604\ud669\uc744 \ub9e4\ub144 30\ubbf8\ud130 \ud574\uc0c1\ub3c4\ub85c \ubd84\ub958\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc77c\ubcf8 \uc6b0\uc8fc\ud56d\uacf5\uc5f0\uad6c\uac1c\ubc1c\uae30\uad6c(JAXA)\uc758 ALOS World 3D(AW3D30)\ub294 30\ubbf8\ud130 \ud574\uc0c1\ub3c4\uc758 \uc804 \uc138\uacc4 \ub514\uc9c0\ud138 \uc9c0\ud45c\uba74 \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\uba70, \uc774\ub294 \ub18d\uc5c5 \uacbd\uad00\uc5d0\uc11c \uc9c0\ud615\uc774 \ubb3c\uc758 \ud750\ub984\uacfc \uce68\uc2dd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1470\" height=\"693\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/04\/image2-1.avif\" alt=\"\uc704\uc131 \ub370\uc774\ud130 \uc720\ud615\uacfc \uc8fc\uc694 \ub18d\uc5c5 \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ub300\ud55c \uac1c\uc694\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c \uc13c\uc11c\uac00 \uc815\ubc00 \ub18d\uc5c5 \uc6cc\ud06c\ud50c\ub85c\uc5d0\uc11c \ud2b9\uc815 \ubaa8\ub2c8\ud130\ub9c1 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.\" class=\"wp-image-183096\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ub18d\uc5c5\uc6a9 \uc0ac\uc6a9\uc744 \uc704\ud55c \uc2e4\uc9c8\uc801\uc778 \uace0\ub824 \uc0ac\ud56d<\/h2>\n\n\n\n<p>\uc704\uc131 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\ub824\uba74 \uae30\ub2a5\uacfc \ud55c\uacc4\ub97c \ubaa8\ub450 \ud30c\uc545\ud574\uc57c \ud569\ub2c8\ub2e4. \uad6c\ub984\uc740 \ub79c\ub4dc\uc0db\uc774\ub098 \uc13c\ud2f0\ub12c-2 \uac19\uc740 \uad11\ud559 \uc13c\uc11c\uc758 \uc8fc\uc694 \uc7a5\uc560\ubb3c\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc2b5\ud55c \uae30\ud6c4\uc758 \uc131\uc7a5\uae30\uc5d0\ub294 \uad6c\ub984 \uc5c6\ub294 \uc601\uc0c1\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubc14\ub85c \uc774\ub7f0 \uc810\uc5d0\uc11c SAR \ub370\uc774\ud130\uac00 \ube5b\uc744 \ubc1c\ud569\ub2c8\ub2e4. \uc13c\ud2f0\ub12c-1\uc758 \ub808\uc774\ub354 \uc2e0\ud638\ub294 \uad6c\ub984\uc744 \ud22c\uacfc\ud558\uc5ec \ub0a0\uc528\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc77c\uad00\ub41c \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uac00\uc6a9\uc131\uc774 \ubcf4\uc7a5\ub418\uc5b4\uc57c \ud558\ub294 \uc791\uc804\uc5d0\uc11c\ub294 \uad11\ud559 \ubc0f \ub808\uc774\ub354 \uc18c\uc2a4\ub97c \uacb0\ud569\ud568\uc73c\ub85c\uc368 \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uacf5\uac04 \ud574\uc0c1\ub3c4\ub294 \ud65c\uc6a9 \uac00\ub2a5\ud55c \uc751\uc6a9 \ubd84\uc57c\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. \ub79c\ub4dc\uc0db \uc704\uc131\uc758 30\ubbf8\ud130 \ud53d\uc140\uc740 \uc57d 0.22\uc5d0\uc774\ucee4\ub97c \ucee4\ubc84\ud558\ub294\ub370, \uc774\ub294 \ub300\uaddc\ubaa8 \uc0c1\uc5c5\uc6a9 \ub18d\uc9c0\uc5d0\ub294 \uc801\ud569\ud558\uc9c0\ub9cc \uc18c\uaddc\ubaa8 \uad6c\ud68d\uc774\ub098 \ub18d\uc9c0 \ub0b4 \uc815\ubc00 \uc791\uc5c5\uc5d0\ub294 \ubd80\uc871\ud569\ub2c8\ub2e4. \uc13c\ud2f0\ub12c-2\uc758 10\ubbf8\ud130 \ud574\uc0c1\ub3c4\ub294 \uc774\ub97c \uac1c\uc120\ud558\uc5ec \ud53d\uc140\ub2f9 \uc57d 0.025\uc5d0\uc774\ucee4\ub97c \ucee4\ubc84\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2dc\uac04 \ud574\uc0c1\ub3c4, \uc989 \uc704\uc131\uc774 \ub3d9\uc77c \uc704\uce58\ub97c \uc7ac\ubc29\ubb38\ud558\ub294 \ube48\ub3c4\ub294 \ubcc0\ud654 \ud0d0\uc9c0 \ub2a5\ub825\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc0dd\uc721 \uc808\uc815\uae30\uc5d0 \uc791\ubb3c\uc774 \ube60\ub974\uac8c \ubc1c\ub2ec\ud558\ub294 \ubaa8\uc2b5\uc740 \uad00\uce21 \ube48\ub3c4\uac00 \ub0ae\uc73c\uba74 \ub193\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uc704\uc131 \ub370\uc774\ud130\ub97c \uacb0\ud569\ud558\uba74 \ud6a8\uacfc\uc801\uc778 \uc7ac\ubc29\ubb38 \ube48\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc2dc\uc791\ud558\uae30: \ub4f1\ub85d \ubc0f \uc811\uc18d<\/h2>\n\n\n\n<p>\ub300\ubd80\ubd84\uc758 \ud50c\ub7ab\ud3fc\uc740 \ubb34\ub8cc \ub4f1\ub85d\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. USGS EarthExplorer, NASA Earthdata, Copernicus Data Space Ecosystem\uc740 \ubaa8\ub450 \uc774\uba54\uc77c \uc778\uc99d\ub9cc\uc73c\ub85c \uac04\ub2e8\ud55c \uacc4\uc815 \uc0dd\uc131 \uc808\ucc28\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc6b4\ub85c\ub4dc \ud615\uc2dd\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \uc774\ubbf8\uc9c0\uc758 \uacbd\uc6b0 GeoTIFF\uac00 \ud45c\uc900 \ud615\uc2dd\uc774\uba70, \uba54\ud0c0\ub370\uc774\ud130\ub294 XML \ub610\ub294 JSON \ud615\uc2dd\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \ucc98\ub9ac\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c QGIS(\ubb34\ub8cc)\uc640 \uac19\uc740 GIS \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub610\ub294 ArcGIS\uc640 \uac19\uc740 \uc0c1\uc6a9 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc6d0\uaca9 \ud0d0\uc0ac \uc804\ubb38 \uc9c0\uc2dd\uc774 \uc5c6\ub294 \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c\ub294 \ube0c\ub77c\uc6b0\uc800 \uae30\ubc18 \uc2dc\uac01\ud654 \ub3c4\uad6c\uac00 \uc720\uc6a9\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ube0c\ub77c\uc6b0\uc800\uc640 NASA \uc6d4\ub4dc\ubdf0\ub294 \ub2e4\uc6b4\ub85c\ub4dc\ub098 \ud2b9\uc218 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5c6\uc774\ub3c4 \uc774\ubbf8\uc9c0\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub808\ub527\uacfc \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\uc758 \ucee4\ubba4\ub2c8\ud2f0 \ud1a0\ub860\uc744 \ubcf4\uba74 \uae30\uc220\uc801 \uc7a5\ubcbd\uc744 \ub0ae\ucd94\ub294 \ub3c4\uad6c\uc5d0 \ub300\ud55c \ub2e4\uc591\ud55c \uc758\uacac\uc774 \ub4dc\ub7ec\ub0a9\ub2c8\ub2e4. \uc77c\ubd80 \uc0ac\uc6a9\uc790\ub294 \uac04\uc18c\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uae0d\uc815\uc801\uc73c\ub85c \ud3c9\uac00\ud558\ub294 \ubc18\uba74, \ub2e4\ub978 \uc0ac\uc6a9\uc790\ub294 \ubd84\uc11d\uc758 \uc815\ud655\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\ub97c \ud45c\uba85\ud569\ub2c8\ub2e4. \uc0ac\uc804 \uacc4\uc0b0\ub41c \uc2dd\uc0dd \uc9c0\uc218\ub97c \uc81c\uacf5\ud558\ub294 \ube0c\ub77c\uc6b0\uc800 \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \ub18d\uc5c5 \uc804\ubb38\uac00\ub4e4\uc740 \uc6d0\uaca9 \ud0d0\uc0ac \uc804\ubb38\uac00\uac00 \ub418\uc9c0 \uc54a\uace0\ub3c4 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc2e4\uc81c \ub18d\uc5c5 \uc751\uc6a9 \uc0ac\ub840<\/h2>\n\n\n\n<p>\uc815\ubc00 \ub18d\uc5c5\uc740 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uac00\uc7a5 \uc9c1\uc811\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uac00\ubcc0 \uc2dc\ube44 \uc9c0\ub3c4\ub294 \uc7a5\ube44\uac00 \ud544\uc694\ud55c \uacf3\uc5d0 \uc815\ud655\ud558\uac8c \ube44\ub8cc, \uc0b4\ucda9\uc81c \ub610\ub294 \uad00\uac1c\uc218\ub97c \uc0b4\ud3ec\ud558\ub3c4\ub85d \uc548\ub0b4\ud558\uc5ec \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \ud658\uacbd \uc601\ud5a5\uc744 \uc904\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc791\ubb3c \uc0dd\uc721 \uc9c0\uc218\ub97c \ud1b5\ud55c \uc791\ubb3c \uac74\uac15 \ubaa8\ub2c8\ud130\ub9c1\uc740 \uc99d\uc0c1\uc774 \ub098\ud0c0\ub098\uae30 \uba70\uce60 \ub610\ub294 \uba87 \uc8fc \uc804\uc5d0 \uc2a4\ud2b8\ub808\uc2a4\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4. \uc870\uae30 \uac10\uc9c0\ub97c \ud1b5\ud574 \uc218\ud655\ub7c9\uc744 \ubcf4\uc874\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uace0\ud574\uc0c1\ub3c4 \uc704\uc131 \uc601\uc0c1\uc744 \ud65c\uc6a9\ud55c \uacbd\uc791\uc9c0 \uacbd\uacc4 \uc9c0\ub3c4 \uc791\uc131\uc740 \ubcf4\uc870\uae08 \uc2e0\uccad \ubc0f \ud1a0\uc9c0 \uad00\ub9ac \ubb38\uc11c \uc791\uc131\uc5d0 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uacfc\uac70 \uc601\uc0c1 \uc790\ub8cc\ub294 \ud1a0\uc9c0 \uc774\uc6a9 \uc774\ub825\uc744 \uac80\uc99d\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5f0\uad6c \ubd84\uc57c\ub294 \uc791\ubb3c \uc218\ud655\ub7c9 \uc608\uce21, \uae30\ud6c4 \uc601\ud5a5 \uc5f0\uad6c, \ud1a0\uc9c0 \uc774\uc6a9 \ubcc0\ud654 \ubd84\uc11d \ub4f1\uc744 \uc544\uc6b0\ub985\ub2c8\ub2e4. 2023\ub144 \uae30\uc900 \uc57d 14\uc870 559\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc5d0 \ub2ec\ud558\ub294 \uce98\ub9ac\ud3ec\ub2c8\uc544 \ub18d\uc5c5 \uc0b0\uc5c5\uc740 \uc9c0\ud558\uc218 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ube44\ub86f\ud55c \uc704\uc131 \ub370\uc774\ud130 \ud65c\uc6a9\uc744 \ud1b5\ud574 \ub9ce\uc740 \uc774\uc810\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc0b0\ubd88 \uc704\ud5d8 \uc9c0\ub3c4 \uc791\uc131\uc740 \uc2dd\uc0dd \ub370\uc774\ud130\uc640 \uae30\uc0c1 \uc815\ubcf4\ub97c \uacb0\ud569\ud558\uc5ec \ub18d\uc5c5 \uc790\uc0b0\uc744 \ubcf4\ud638\ud569\ub2c8\ub2e4. 2025\ub144 11\uc6d4 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \uc13c\ud2f0\ub12c-2 \uc704\uc131 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uac15\ud654\ub41c \ud638\uc8fc\uc758 \uc0b0\ubd88 \ub300\ube44 \uc2dc\uc2a4\ud15c\uc740 \uc704\uc131 \ubaa8\ub2c8\ud130\ub9c1\uc774 \uc778\uba85\uacfc \uc7ac\uc0b0\uc744 \ubcf4\ud638\ud558\ub294 \ub370 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\ub294\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"590\" height=\"125\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif\" alt=\"\" class=\"wp-image-182258\" style=\"width:286px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif 590w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-300x64.avif 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-18x4.avif 18w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc2e4\uc81c\ub85c \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ud558\uae30<\/h2>\n\n\n\n<p>\uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \ubb34\ub8cc\ub85c \uc27d\uac8c \uad6c\ud560 \uc218 \uc788\uc9c0\ub9cc, \uc6d0\ubcf8 \uc774\ubbf8\uc9c0\ub97c \ud65c\uc6a9 \uac00\ub2a5\ud55c \ud615\ud0dc\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc774 \ub354 \uc5b4\ub824\uc6b4 \ubd80\ubd84\uc785\ub2c8\ub2e4. <a href=\"https:\/\/flypix.ai\/ko\/\" target=\"_blank\" rel=\"noreferrer noopener\">\ud50c\ub77c\uc774\ud53d\uc2a4 AI<\/a> \uc774 \uc194\ub8e8\uc158\uc740 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc704\uc131, \ub4dc\ub860 \ubc0f \ud56d\uacf5 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc73c\uba70, \uac1d\uccb4 \ud0d0\uc9c0, \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub978 \ubcc0\ud654 \ucd94\uc801, \uc218\uc791\uc5c5\uc73c\ub85c \ud30c\uc545\ud558\uae30 \uc5b4\ub824\uc6b4 \ud328\ud134 \uc2dd\ubcc4 \ub4f1\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub610\ud55c \ucf54\ub529 \uc5c6\uc774 \ubaa8\ub378 \ud559\uc2b5\uc774 \uac00\ub2a5\ud558\ubbc0\ub85c, \uae30\uc220\uc801\uc778 \uc124\uc815 \uc5c6\uc774\ub3c4 \ub18d\uc5c5 \ub610\ub294 \uc5f0\uad6c \ubd84\uc57c\uc5d0 \ub9de\ucdb0 \ubd84\uc11d \uacb0\uacfc\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub18d\ubd80\uc640 \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c \uc788\uc5b4 \uc774\ub294 \ub2e8\uc21c\ud788 \uc774\ubbf8\uc9c0\ub97c \ubcf4\ub294 \uac83\uc744 \ub118\uc5b4 \uc2e4\uc81c\ub85c \uc774\ubbf8\uc9c0\ub97c \ud65c\uc6a9\ud558\uc5ec \ud1a0\uc9c0\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ubcc0\ud654\ub97c \uac10\uc9c0\ud558\uace0, \uc2e4\uc81c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ubbf8 \ubb34\ub8cc \uc704\uc131 \uc790\ub8cc\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\ub2e4\uba74, \ub2e4\uc74c \uae30\uad00\uc5d0 \ubb38\uc758\ud574 \ubcf4\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/flypix.ai\/ko\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\ud50c\ub77c\uc774\ud53d\uc2a4 AI<\/a> \ud300\uc5d0 \uc5f0\ub77d\ud558\uc5ec \uadf8\ub4e4\uc758 \ud50c\ub7ab\ud3fc\uc774 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc2e4\uc9c8\uc801\uc778 \uac00\uce58\ub97c \uc5bb\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub294\uc9c0 \uc54c\uc544\ubcf4\uc138\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacb0\ub860<\/h2>\n\n\n\n<p>\ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \uc9c0\uad6c \uad00\uce21 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ubbfc\uc8fc\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc218\ubc31 \uc5d0\uc774\ucee4\uc758 \ub18d\uc9c0\ub97c \uacbd\uc791\ud558\ub294 \ub18d\ubd80\ub4e4\uacfc \uc138\uacc4 \ub18d\uc5c5\uc744 \uc5f0\uad6c\ud558\ub294 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc774\uc81c \uacfc\uac70\uc5d0\ub294 \uc811\uadfc\uc774 \uc81c\ud55c\ub418\uac70\ub098 \ube44\uc6a9\uc774 \ub108\ubb34 \ub9ce\uc774 \ub4e4\uc5b4 \uc774\uc6a9\ud560 \uc218 \uc5c6\uc5c8\ub358 \uc815\ubd80 \uc81c\uacf5 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\uae30\uc5d0\uc11c \ub2e4\ub8e8\ub294 \ud50c\ub7ab\ud3fc(USGS EarthExplorer, Copernicus Sentinels, NASA Earthdata \ubc0f NOAA \uc11c\ube44\uc2a4)\uc740 \uac70\uc758 \ubaa8\ub4e0 \ub18d\uc5c5 \ub610\ub294 \uc5f0\uad6c \ubd84\uc57c\uc5d0 \uc801\ud569\ud55c \ud3ec\uad04\uc801\uc778 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud544\uc694\ud55c \ud574\uc0c1\ub3c4 \ubc0f \uc7ac\ubc29\ubb38 \uc8fc\uae30\uc5d0 \ub9de\ub294 \ud50c\ub7ab\ud3fc\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec \ud544\uc694\uc5d0 \ub530\ub77c \ucd94\uac00 \uc18c\uc2a4\ub97c \ud655\uc7a5\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<p>\uad11\ud559, \ub808\uc774\ub354, \uc5f4 \uc13c\uc11c\uc758 \uc870\ud569\uc740 \uc9c0\uc0c1 \uad00\uce21\ub9cc\uc73c\ub85c\ub294 \uc5bb\uc744 \uc218 \uc5c6\ub294 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc704\uc131\uad70\uc774 \ud655\uc7a5\ub418\uace0 \ub370\uc774\ud130 \ucc98\ub9ac \ub3c4\uad6c\uac00 \ub354\uc6b1 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6cc\uc9d0\uc5d0 \ub530\ub77c \uc6b0\uc8fc \uae30\ubc18 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \ud604\uc7a5 \uc758\uc0ac \uacb0\uc815 \uac04\uc758 \uaca9\ucc28\uac00 \uacc4\uc18d\ud574\uc11c \uc881\uc544\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc624\ub298\ubd80\ud130 \uc774\ub7ec\ud55c \uc790\ub8cc\ub4e4\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694. \uc791\ubb3c \uad00\ub9ac\ub098 \uc5f0\uad6c \ubd84\uc57c\uc5d0\uc11c \ub2f9\uc2e0\uc758 \ub2e4\uc74c \ub3cc\ud30c\uad6c\ub294 \uc5b4\uc81c \ucd2c\uc601\ub41c, \ubb34\ub8cc\ub85c \uc774\uc6a9 \uac00\ub2a5\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \uc18d\uc5d0 \uc228\uc5b4 \uc788\uc744\uc9c0\ub3c4 \ubaa8\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1776179556316\"><strong class=\"schema-faq-question\">\ubb34\ub8cc\ub85c \uc774\uc6a9 \uac00\ub2a5\ud55c \uc704\uc131 \uc774\ubbf8\uc9c0 \uc911 \uac00\uc7a5 \ud574\uc0c1\ub3c4\uac00 \ub192\uc740 \uc774\ubbf8\uc9c0\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong> <p class=\"schema-faq-answer\">Sentinel-2\ub294 \ub300\ubd80\ubd84\uc758 \ubc34\ub4dc\uc5d0\uc11c 10\ubbf8\ud130 \ud574\uc0c1\ub3c4\uc758 \ucd5c\uace0 \uc218\uc900 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Landsat\uc740 \uae30\ubcf8\uc801\uc73c\ub85c 30\ubbf8\ud130 \ud574\uc0c1\ub3c4\ub97c \uc81c\uacf5\ud558\uba70, \ud32c\ud06c\ub85c\ub9e4\ud2f1 \uc601\uc0c1\uc740 15\ubbf8\ud130 \ud574\uc0c1\ub3c4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc7ac\ub09c \ubc1c\uc0dd \uc2dc, Maxar\uc758 \uc624\ud508 \ub370\uc774\ud130 \ud504\ub85c\uadf8\ub7a8\uc740 \uc7ac\ub09c \ubc1c\uc0dd \ud6c4 24~48\uc2dc\uac04 \uc774\ub0b4\uc5d0 \uace0\ud574\uc0c1\ub3c4 \uad11\ud559 \uc601\uc0c1(1\ubbf8\ud130 \ubbf8\ub9cc \ud574\uc0c1\ub3c4)\uc744 \uacf5\uac1c\ud558\uc9c0\ub9cc, \uc9c0\uc18d\uc801\uc778 \uc601\uc0c1 \uc81c\uacf5\ubcf4\ub2e4\ub294 \ud2b9\uc815 \uc7ac\ub09c \uc0c1\ud669\uc5d0 \ub300\ud55c \uc601\uc0c1 \uc81c\uacf5\uc5d0 \ud55c\uc815\ub429\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179561877\"><strong class=\"schema-faq-question\">\uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \uc5bc\ub9c8\ub098 \uc790\uc8fc \uc5c5\ub370\uc774\ud2b8\ub418\ub098\uc694?<\/strong> <p class=\"schema-faq-answer\">\uc704\uc131 \uc885\ub958\uc5d0 \ub530\ub77c \uc5c5\ub370\uc774\ud2b8 \ube48\ub3c4\uac00 \ub2e4\ub985\ub2c8\ub2e4. \uc13c\ud2f0\ub12c-2\ub294 5\uc77c\ub9c8\ub2e4, \ub79c\ub4dc\uc0db\uc740 16\uc77c\ub9c8\ub2e4, \ubaa8\ub514\uc2a4\ub294 \ub9e4\uc77c \uc7ac\ubc29\ubb38\ud569\ub2c8\ub2e4. \ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uc5d0 \ub530\ub974\uba74 \ub79c\ub4dc\uc0db \uc601\uc0c1\uc740 \ucd2c\uc601 \ud6c4 6\uc2dc\uac04 \uc774\ub0b4\uc5d0 EarthExplorer\ub97c \ud1b5\ud574 \uc774\uc6a9 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \uc704\uc131\uc758 \uc601\uc0c1\uc744 \uacb0\ud569\ud558\uba74 \ud2b9\uc815 \uc704\uce58\uc758 \uc2e4\uc81c \uc7ac\ubc29\ubb38 \ube48\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179566820\"><strong class=\"schema-faq-question\">\uc0c1\uc5c5\uc801 \ub18d\uc5c5\uc5d0 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub098\uc694?<\/strong> <p class=\"schema-faq-answer\">\ub124. USGS \ub79c\ub4dc\uc0db, ESA \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \uc13c\ud2f0\ub12c, NASA \uc704\uc131 \ub370\uc774\ud130\ub294 \uc0c1\uc5c5\uc801 \uc774\uc6a9\uc5d0 \ub300\ud55c \uc81c\ud55c\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uc815\ubc00 \ub18d\uc5c5 \uc11c\ube44\uc2a4, \uc791\ubb3c \ucee8\uc124\ud305, \ub18d\uc7a5 \uad00\ub9ac \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub4f1 \uc0c1\uc5c5\uc801 \ud65c\uc6a9\uc744 \uba85\uc2dc\uc801\uc73c\ub85c \ud5c8\uc6a9\ud569\ub2c8\ub2e4. \ub2e4\ub9cc, \uac01 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uad6c\uccb4\uc801\uc778 \uc774\uc6a9 \uc57d\uad00\uc740 \ubc18\ub4dc\uc2dc \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179814388\"><strong class=\"schema-faq-question\">\uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ub2e4\ub8e8\ub824\uba74 \ud2b9\ubcc4\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ud544\uc694\ud55c\uac00\uc694?<\/strong> <p class=\"schema-faq-answer\">\uaf2d \uadf8\ub807\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \ucf54\ud398\ub974\ub2c8\ucfe0\uc2a4 \ube0c\ub77c\uc6b0\uc800\ub098 NASA \uc6d4\ub4dc\ubdf0 \uac19\uc740 \ube0c\ub77c\uc6b0\uc800 \uae30\ubc18 \ud50c\ub7ab\ud3fc\uc744 \uc774\uc6a9\ud558\uba74 \ub2e4\uc6b4\ub85c\ub4dc \uc5c6\uc774 \uc2dc\uac01\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ubd84\uc11d\uc744 \uc704\ud574\uc11c\ub294 QGIS \uac19\uc740 \ubb34\ub8cc \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ub300\ubd80\ubd84\uc758 \uc704\uc131 \ub370\uc774\ud130 \ud615\uc2dd\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub610\ud55c, \ub9ce\uc740 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc2dd\uc0dd \uc9c0\uc218\uc640 \uac19\uc740 \uc0ac\uc804 \ucc98\ub9ac\ub41c \uacb0\uacfc\ubb3c\uc744 \uc81c\uacf5\ud558\uc5ec \uae30\uc220\uc801 \uc694\uad6c \uc0ac\ud56d\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179820141\"><strong class=\"schema-faq-question\">\uc704\uc131 \uc0ac\uc9c4\uc5d0\uc11c \uad6c\ub984\uc744 \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud574\uc57c \ud560\uae4c\uc694?<\/strong> <p class=\"schema-faq-answer\">\uad6c\ub984\uc740 \uad11\ud559 \uc704\uc131 \uc601\uc0c1\uc758 \ud65c\uc6a9\ub3c4\ub97c \uc81c\ud55c\ud569\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc73c\ub85c\ub294 \uc5ec\ub7ec \ub0a0\uc9dc\uc758 \uc601\uc0c1\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec \uad6c\ub984\uc774 \uc5c6\ub294 \uae30\uac04\uc744 \ucc3e\ub294 \ubc29\ubc95, \uad6c\ub984\uc744 \ud22c\uacfc\ud558\ub294 \uc13c\ud2f0\ub12c-1 \ub808\uc774\ub354 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95, \ub610\ub294 \uc5ec\ub7ec \uac1c\uc758 \uad6c\ub984 \uc5c6\ub294 \uad00\uce21 \uc601\uc0c1\uc744 \ud569\uc131\ud55c \uc601\uc0c1\uc744 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \ubd84\uc11d\uc740 \uac04\ud639 \uad6c\ub984\uc774 \ub080 \uc601\uc0c1\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179827453\"><strong class=\"schema-faq-question\">\ubb34\ub8cc \uc704\uc131 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud574 \uc5b4\ub5a4 \uc2dd\uc0dd \uc9c0\uc218\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\ub098\uc694?<\/strong> <p class=\"schema-faq-answer\">Landsat\uacfc Sentinel-2\ub294 NDVI(\uc815\uaddc\ud654 \uc2dd\uc0dd\uc9c0\uc218), EVI(\ud5a5\uc0c1 \uc2dd\uc0dd\uc9c0\uc218), NDWI(\uc815\uaddc\ud654 \uc218\ubd84\uc9c0\uc218), SAVI(\ud1a0\uc591 \ubcf4\uc815 \uc2dd\uc0dd\uc9c0\uc218)\ub97c \ud3ec\ud568\ud55c \ubaa8\ub4e0 \uc77c\ubc18\uc801\uc778 \uc2dd\uc0dd\uc9c0\uc218\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc218\ub4e4\uc740 \uc791\ubb3c\uc758 \uac74\uac15 \uc0c1\ud0dc, \uc218\ubd84 \uc2a4\ud2b8\ub808\uc2a4, \ubc14\uc774\uc624\ub9e4\uc2a4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub9ce\uc740 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ubbf8\ub9ac \uacc4\uc0b0\ub41c \uc9c0\uc218\ub4e4\uc744 \uc81c\uacf5\ud558\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179832695\"><strong class=\"schema-faq-question\">\uacfc\uac70 \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ubb34\ub8cc\ub85c \uc774\uc6a9\ud560 \uc218 \uc788\ub098\uc694?<\/strong> <p class=\"schema-faq-answer\">\ub124. \ubbf8\uad6d \uc9c0\uc9c8\uc870\uc0ac\uad6d(USGS)\uc758 EarthExplorer\ub294 1972\ub144\ubd80\ud130 50\ub144 \uc774\uc0c1 \uc9c0\uc18d\uc801\uc778 \uc9c0\uad6c \uad00\uce21 \uc790\ub8cc\uc778 \ub79c\ub4dc\uc0db \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5ed\uc0ac\uc801 \uc790\ub8cc\ub97c \ud1b5\ud574 \uc7a5\uae30\uc801\uc778 \ud1a0\uc9c0 \uc774\uc6a9 \ubcc0\ud654 \uc5f0\uad6c\uac00 \uac00\ub2a5\ud558\uba70, \ub18d\uc5c5 \ud655\uc7a5, \uae30\ud6c4 \ubcc0\ud654, \uadf8\ub9ac\uace0 \uc218\uc2ed \ub144\uc5d0 \uac78\uce5c \ud658\uacbd \ubcc0\ud654 \uc5f0\uad6c\uc5d0 \ub9e4\uc6b0 \uadc0\uc911\ud55c \uc790\ub8cc\uac00 \ub429\ub2c8\ub2e4.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Farmers and researchers can access free satellite imagery from authoritative sources including USGS Landsat (50+ years of archive), ESA&#8217;s Sentinel satellites (10m resolution, updated every 5 days), NASA Earthdata for specialized products, and NOAA for coastal and atmospheric data. These platforms provide multispectral, SAR, and thermal imagery essential for crop monitoring, land use analysis, and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":183094,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-183090","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top Free Satellite Imagery Sources for Farmers 2026<\/title>\n<meta name=\"description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\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\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Free Satellite Imagery Sources for Farmers 2026\" \/>\n<meta property=\"og:description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ko\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-14T15:23:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-14T15:23:39+00:00\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"10\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Top Free Sources of Satellite Imagery for Farmers and Researchers\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"wordCount\":1875,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ko-KR\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"name\":\"Top Free Satellite Imagery Sources for Farmers 2026\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"description\":\"Discover the best free satellite imagery platforms for agriculture and research. 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Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.\",\"inLanguage\":\"ko-KR\"},\"inLanguage\":\"ko-KR\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"name\":\"How often are satellite images updated?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. Combining multiple satellites increases effective revisit frequency for any location.\",\"inLanguage\":\"ko-KR\"},\"inLanguage\":\"ko-KR\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179566820\",\"position\":3,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179566820\",\"name\":\"Can I use free satellite imagery for commercial agriculture?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes. Data from USGS Landsat, ESA Copernicus Sentinels, and NASA satellites carries no commercial use restrictions. These platforms explicitly permit commercial applications including precision agriculture services, crop consulting, and farm management software. Always verify specific terms for each dataset.\",\"inLanguage\":\"ko-KR\"},\"inLanguage\":\"ko-KR\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179814388\",\"position\":4,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179814388\",\"name\":\"Do I need special software to work with satellite imagery?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Not necessarily. Browser-based platforms like Copernicus Browser and NASA Worldview allow visualization without downloads. For analysis, free software like QGIS handles most satellite data formats. 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Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","position":2,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","name":"\uc704\uc131 \uc774\ubbf8\uc9c0\ub294 \uc5bc\ub9c8\ub098 \uc790\uc8fc \uc5c5\ub370\uc774\ud2b8\ub418\ub098\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. Combining multiple satellites increases effective revisit frequency for any location.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","position":3,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","name":"\uc0c1\uc5c5\uc801 \ub18d\uc5c5\uc5d0 \ubb34\ub8cc \uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub098\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. Data from USGS Landsat, ESA Copernicus Sentinels, and NASA satellites carries no commercial use restrictions. These platforms explicitly permit commercial applications including precision agriculture services, crop consulting, and farm management software. Always verify specific terms for each dataset.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","position":4,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","name":"\uc704\uc131 \uc774\ubbf8\uc9c0\ub97c \ub2e4\ub8e8\ub824\uba74 \ud2b9\ubcc4\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \ud544\uc694\ud55c\uac00\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not necessarily. Browser-based platforms like Copernicus Browser and NASA Worldview allow visualization without downloads. For analysis, free software like QGIS handles most satellite data formats. Many platforms now offer pre-processed products like vegetation indices, reducing technical requirements.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","position":5,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","name":"\uc704\uc131 \uc0ac\uc9c4\uc5d0\uc11c \uad6c\ub984\uc744 \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud574\uc57c \ud560\uae4c\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Cloud cover limits optical satellite usefulness. Strategies include downloading multiple dates to find cloud-free periods, using Sentinel-1 radar data that penetrates clouds, or working with composite products that combine multiple cloud-free observations. Time series analysis can often work around occasional cloudy images.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","position":6,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","name":"\ubb34\ub8cc \uc704\uc131 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud574 \uc5b4\ub5a4 \uc2dd\uc0dd \uc9c0\uc218\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\ub098\uc694?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Landsat and Sentinel-2 support all common vegetation indices including NDVI (Normalized Difference Vegetation Index), EVI (Enhanced Vegetation Index), NDWI (Normalized Difference Water Index), and SAVI (Soil-Adjusted Vegetation Index). These reveal crop health, water stress, and biomass. 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This historical archive enables long-term land use change studies, making it invaluable for research into agricultural expansion, climate impacts, and environmental changes over decades.","inLanguage":"ko-KR"},"inLanguage":"ko-KR"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/183090","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=183090"}],"version-history":[{"count":2,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/183090\/revisions"}],"predecessor-version":[{"id":183097,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/posts\/183090\/revisions\/183097"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media\/183094"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/media?parent=183090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/categories?post=183090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ko\/wp-json\/wp\/v2\/tags?post=183090"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}