{"id":168593,"date":"2026-01-28T18:18:52","date_gmt":"2026-01-28T18:18:52","guid":{"rendered":"https:\/\/flypix.ai\/?p=168593"},"modified":"2026-01-29T15:26:20","modified_gmt":"2026-01-29T15:26:20","slug":"geospatial-analysis-software-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/geospatial-analysis-software-tools\/","title":{"rendered":"\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u306e\u7a76\u6975\u30ac\u30a4\u30c9"},"content":{"rendered":"<p>\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u4e16\u754c\u3092\u9032\u3080\u3068\u3001\u307e\u308b\u3067\u5225\u306e\u6b21\u5143\u306b\u8db3\u3092\u8e0f\u307f\u5165\u308c\u305f\u3088\u3046\u306a\u6c17\u5206\u306b\u306a\u308a\u307e\u3059\u3002\u5730\u56f3\u304c\u30c7\u30fc\u30bf\u3067\u751f\u304d\u751f\u304d\u3068\u52d5\u304d\u51fa\u3057\u3001AI \u306b\u3088\u3063\u3066\u3053\u308c\u307e\u3067\u898b\u3048\u306a\u304b\u3063\u305f\u30d1\u30bf\u30fc\u30f3\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002\u571f\u5730\u5229\u7528\u306e\u7ba1\u7406\u3001\u74b0\u5883\u306e\u5909\u5316\u306e\u8ffd\u8de1\u3001\u90fd\u5e02\u958b\u767a\u306e\u8a08\u753b\u306a\u3069\u3001\u3069\u306e\u3088\u3046\u306a\u5834\u5408\u3067\u3082\u3001\u9069\u5207\u306a\u5730\u7406\u7a7a\u9593\u30c4\u30fc\u30eb\u306f\u5927\u304d\u306a\u9055\u3044\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u672a\u6765\u3092\u5f62\u4f5c\u308b\u91cd\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002\u7121\u99c4\u306a\u60c5\u5831\u306f\u4e00\u5207\u306a\u304f\u3001\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u306b\u5fc5\u8981\u306a\u4e8b\u5b9f\u3060\u3051\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" style=\"aspect-ratio:4.642640541170982;width:339px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/h2>\n\n\n\n<p>FlyPix AI \u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u6d3b\u7528\u3057\u3066\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u306b\u5909\u63db\u3059\u308b\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5c02\u9580\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u5185\u3067\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u691c\u51fa\u3001\u5909\u5316\u306e\u76e3\u8996\u3001\u7570\u5e38\u306e\u7279\u5b9a\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u884c\u3048\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u3001\u90fd\u5e02\u8a08\u753b\u3001\u74b0\u5883\u76e3\u8996\u3001\u5efa\u8a2d\u306a\u3069\u3001\u5730\u7403\u8868\u9762\u306e\u8a73\u7d30\u306a\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u696d\u754c\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f53\u793e\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f AI \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30b3\u30fc\u30c9\u4e0d\u8981\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u3001LIDAR\u3001\u5408\u6210\u958b\u53e3\u30ec\u30fc\u30c0\u30fc (SAR) \u753b\u50cf\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u5305\u62ec\u7684\u3067\u591a\u76ee\u7684\u306a\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002FlyPix AI \u3067\u306f\u3001\u500b\u4eba\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u5927\u898f\u6a21\u7d44\u7e54\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30d7\u30e9\u30f3\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"181651\" class=\"elementor elementor-181651\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-124e952 pricing-table e-flex e-con-boxed e-con e-parent\" data-id=\"124e952\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9f3083e e-con-full e-flex e-con e-child\" data-id=\"9f3083e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cfea685 e-con-full e-flex e-con e-child\" data-id=\"cfea685\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-636e4c6 elementor-widget elementor-widget-heading\" data-id=\"636e4c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">\u4fa1\u683c<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fbc6a6a e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"fbc6a6a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68b7c1e e-con-full e-flex e-con e-child\" data-id=\"68b7c1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9321e5 elementor-widget elementor-widget-text-editor\" data-id=\"b9321e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\u4fa1\u683c\u306f\u30e6\u30fc\u30ed\u3067\u8868\u8a18\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60d1356 e-con-full pricing_table_column e-flex e-con e-child\" data-id=\"60d1356\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b5ee855 e-con-full Starter e-flex e-con e-child\" data-id=\"b5ee855\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b70a40 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"7b70a40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u30b9\u30bf\u30fc\u30bf\u30fc<\/strong> <br>\u30b9\u30c8\u30ec\u30fc\u30b8 <br> <strong>10GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>1\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u6708\u984d100\u30e6\u30fc\u30ed<\/b><\/span><br> <strong>50 \u30af\u30ec\u30b8\u30c3\u30c8<\/strong> <br> <span class=\"giga\">\u7d041\u30ae\u30ac\u30d4\u30af\u30bb\u30eb<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn69d6d5d6be66a\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6be66a button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u542b\u307e\u308c\u308b\u6a5f\u80fd:<\/strong>\n<ul>\n \t<li>\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n \t<li>\u30d9\u30af\u30bf\u30fc\u30ec\u30a4\u30e4\u30fc\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/li>\n \t<li>5\u55b6\u696d\u65e5\u4ee5\u5185\u306b\u30e1\u30fc\u30eb\u3067\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4db0b51 e-con-full Standard e-flex e-con e-child\" data-id=\"4db0b51\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9dfd4f0 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"9dfd4f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u6a19\u6e96<\/strong> <br>\u30b9\u30c8\u30ec\u30fc\u30b8 <br> <strong>120GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u6708\u984d 2 \u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a 500 \u30e6\u30fc\u30ed<\/b><\/span><br> <strong style=\"margin-left: -20px\">500 + 100 \u30af\u30ec\u30b8\u30c3\u30c8<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u592712\u30ae\u30ac\u30d4\u30af\u30bb\u30eb<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn69d6d5d6bf089\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6bf089 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u542b\u307e\u308c\u308b\u6a5f\u80fd:<\/strong>\n<ul>\n \t<li>\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/li>\n \t<li>\u5730\u56f3\u5171\u6709\u6a5f\u80fd<\/li>\n \t<li>2\u55b6\u696d\u65e5\u4ee5\u5185\u306b\u30e1\u30fc\u30eb\u3067\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-944b67f e-con-full Pro e-flex e-con e-child\" data-id=\"944b67f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e68736b elementor-widget elementor-widget-tp-pricing-table\" data-id=\"e68736b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u30d7\u30ed<\/strong> <br>\u30b9\u30c8\u30ec\u30fc\u30b8 <br> <strong>600GB<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\" style=\"margin-left: -2px\"><b>\u6708\u984d2000\u30e6\u30fc\u30ed\/5\u30e6\u30fc\u30b6\u30fc<\/b><\/span><br> <strong style=\"margin-left: -20px\">2000 + 1000\u30af\u30ec\u30b8\u30c3\u30c8<\/strong> <br> <span class=\"giga\" style=\"margin-left: -25px\">\u6700\u592760\u30ae\u30ac\u30d4\u30af\u30bb\u30eb<\/span><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn69d6d5d6bfaf7\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6bfaf7 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\"><span data-mce-type=\"bookmark\" style=\"display: inline-block;width: 0px;overflow: hidden;line-height: 0\" class=\"mce_SELRES_start\"><\/span>\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u542b\u307e\u308c\u308b\u6a5f\u80fd:<\/strong>\n<ul>\n \t<li>API\u30a2\u30af\u30bb\u30b9<\/li>\n \t<li>\u30c1\u30fc\u30e0\u30de\u30cd\u30b8\u30e1\u30f3\u30c8<\/li>\n \t<li>1\u6642\u9593\u4ee5\u5185\u306b\u8fd4\u4fe1\u3059\u308b\u30e1\u30fc\u30eb\u3068\u30c1\u30e3\u30c3\u30c8<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d284af e-con-full Enterprise e-flex e-con e-child\" data-id=\"1d284af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8187df7 elementor-widget elementor-widget-tp-pricing-table\" data-id=\"8187df7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-pricing-table.default\">\n\t\t\t\t\t<div id=\"plus-pricing-table\" class=\"plus-pricing-table pricing-style-1\" ><div class=\"pricing-table-inner\"><div class=\"pricing-title-content style-1\"><div class=\"pricing-title-wrap\"><div class=\"pricing-title\"><strong>\u4f01\u696d<\/strong> <br>\u30b9\u30c8\u30ec\u30fc\u30b8 <br> <strong>\u7121\u5236\u9650<\/strong> <br> &nbsp;<\/div><\/div><div class=\"pricing-subtitle-wrap\"><div class=\"pricing-subtitle\"><span class=\"giga\"><b>\u30af\u30ec\u30b8\u30c3\u30c8:<\/b><\/span> <br> <strong>\u7121\u5236\u9650<\/strong> <span class=\"giga\"><br><b>\u30e6\u30fc\u30b6\u30fc\u30b7\u30fc\u30c8:<\/b> <\/span><br> \u7121\u5236\u9650<br><\/div><\/div><\/div><div class=\"pricing-price-wrap style-1\"><\/div><div class=\"pt-plus-button-wrapper\"><div class=\"button_parallax\"><div id=\"btn69d6d5d6c0535\" class=\"ts-button\"><div class=\"pt_plus_button btn69d6d5d6c0535 button-style-8\"><div class=\"animted-content-inner\"><a href=\"https:\/\/app.flypix.ai\/\" target=\"_blank\" class=\"button-link-wrap\" role=\"button\">\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7<\/a><\/div><\/div><\/div><\/div><\/div><div class=\"pricing-content-wrap content-desc style-1\"><hr class=\"border-line\" \/><div class=\"pricing-content\"><div class=\"price-content-wrap\">\n\n&nbsp;\n<div class=\"price-content-right\">\n<p class=\"price-text3\"><\/p>\n\n<\/div>\n<\/div>\n<ul class=\"price-list\">\n \t<li class=\"price-head\"><strong>\u542b\u307e\u308c\u308b\u6a5f\u80fd:<\/strong>\n<ul>\n \t<li>API\u30a2\u30af\u30bb\u30b9<\/li>\n \t<li>\u30c1\u30fc\u30e0\u30de\u30cd\u30b8\u30e1\u30f3\u30c8<\/li>\n \t<li>1\u6642\u9593\u4ee5\u5185\u306b\u8fd4\u4fe1\u3059\u308b\u30e1\u30fc\u30eb\u3068\u30c1\u30e3\u30c3\u30c8<\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div><div class=\"content-overlay-bg-color\"><\/div><\/div><div class=\"pricing-overlay-color\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u4f5c\u6210\u304a\u3088\u3073\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u30ce\u30fc\u30b3\u30fc\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n\n\n\n<li>\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5c0f\u898f\u6a21\u30c1\u30fc\u30e0\u3068\u5927\u898f\u6a21\u4f01\u696d\u306e\u4e21\u65b9\u306b\u9069\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3068\u5927\u898f\u6a21\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u306f\u4e0a\u4f4d\u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5c0f\u898f\u6a21\u306a\u904b\u7528\u3067\u306f\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4e0b\u4f4d\u30d7\u30e9\u30f3\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u304c\u5236\u9650\u3055\u308c\u308b\u305f\u3081\u3001\u554f\u984c\u89e3\u6c7a\u304c\u9045\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Web\u30b5\u30a4\u30c8\uff1a <a href=\"https:\/\/flypix.ai\/ja\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a><\/li>\n\n\n\n<li>\u4f4f\u6240: Robert-Bosch-Str. 7, 64293 \u30c0\u30eb\u30e0\u30b7\u30e5\u30bf\u30c3\u30c8, \u30c9\u30a4\u30c4<\/li>\n\n\n\n<li>\u9023\u7d61\u5148\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/li>\n\n\n\n<li>\u96fb\u8a71\u756a\u53f7: +49 6151 2776497<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: <a href=\"http:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">FlyPix \u3067\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u672a\u6765\u3092\u4f53\u9a13\u3057\u3066\u304f\u3060\u3055\u3044!<br>\n<span style=\"color:var( --e-global-color-accent )\">\u4eca\u3059\u3050\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u958b\u59cb<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4eca\u3059\u3050\u8a66\u3059<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"342\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS-1024x342.jpg\" alt=\"\" class=\"wp-image-168546\" style=\"aspect-ratio:2.994309559939302;width:315px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS-1024x342.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS-300x100.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS-768x257.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS-18x6.jpg 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/SuperMap-GIS.jpg 1181w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u30b9\u30fc\u30d1\u30fc\u30de\u30c3\u30d7AI GIS<\/h2>\n\n\n\n<p>SuperMap AI GIS \u306f\u3001\u4eba\u5de5\u77e5\u80fd (AI) \u3068\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS) \u3092\u7d71\u5408\u3057\u3066\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u6a5f\u80fd\u3092\u5f37\u5316\u3059\u308b\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7a7a\u9593\u5206\u6790\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001AI \u5f37\u5316 GIS \u6a5f\u80fd\u3001GeoAI \u306e\u7d50\u679c\u306e\u7ba1\u7406\u3001\u8996\u899a\u5316\u3001\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u753b\u50cf\u89e3\u91c8\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3001\u5730\u7406\u7a7a\u9593\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>SuperMap AI GIS \u306f\u3001\u5730\u7406\u7a7a\u9593\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u7d71\u8a08\u7684\u63a8\u8ad6\u3001\u753b\u50cf\u5206\u6790\u7528\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306a\u3069\u3001\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u304a\u3088\u3073 AI \u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001YOLO v7\u3001Cascade R-CNN\u3001Mask R-CNN \u306a\u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u3001\u5206\u985e\u5206\u6790\u3001\u56de\u5e30\u5206\u6790\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u753b\u50cf\u89e3\u91c8\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3092\u652f\u63f4\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u90fd\u5e02\u8a08\u753b\u304b\u3089\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>SuperMap \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u7d44\u7e54\u306e\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u4fa1\u683c\u8a2d\u5b9a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4fa1\u683c\u8a2d\u5b9a\u306e\u69cb\u9020\u306f\u3001\u5fc5\u8981\u306a\u6a5f\u80fd\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u30cb\u30fc\u30ba\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u307e\u308c\u308b\u30b5\u30dd\u30fc\u30c8\u304a\u3088\u3073\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001SuperMap \u306b\u76f4\u63a5\u9023\u7d61\u3057\u3066\u3001\u72ec\u81ea\u306e\u8981\u4ef6\u306b\u5408\u308f\u305b\u305f\u4fa1\u683c\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u8a71\u3057\u5408\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u3068 GIS \u6a5f\u80fd\u306e\u5305\u62ec\u7684\u306a\u7d71\u5408\u3002<\/li>\n\n\n\n<li>\u591a\u69d8\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u5e45\u5e83\u3044\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3068\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fa1\u683c\u60c5\u5831\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u3067\u306f\u3059\u3050\u306b\u306f\u5165\u624b\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u4f1a\u793e\u306b\u76f4\u63a5\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u52b9\u679c\u7684\u306b\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u9ad8\u5ea6\u306a\u7406\u89e3\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: supermap.com<\/li>\n\n\n\n<li>\u4f4f\u6240: \u4e2d\u56fd\u5317\u4eac\u5e02\u671d\u967d\u533a\u4e5d\u4ed9\u6a4b\u5317\u8defA10\u53f7107\u53f7\u30d3\u30eb\u3001100015<\/li>\n\n\n\n<li>\u96fb\u8a71: +86-10-5989 6503<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: biz@supermap.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/SuperMap<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/supermap_gis<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SuperMap__GIS<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/supermap<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ArcGIS.png\" alt=\"\" class=\"wp-image-168587\" style=\"width:192px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ArcGIS.png 600w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ArcGIS-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ArcGIS-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ArcGIS-12x12.png 12w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. ArcGIS<\/h2>\n\n\n\n<p>ArcGIS \u306f\u3001Esri \u304c\u958b\u767a\u3057\u305f\u5730\u7406\u7a7a\u9593\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306e\u5c02\u9580\u5bb6\u3084\u7d44\u7e54\u306b\u3088\u3063\u3066\u3001\u5730\u7406\u7684\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5185\u3067\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002ArcGIS \u306f\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u30de\u30c3\u30d7\u306e\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u307b\u304b\u3001\u9ad8\u5ea6\u306a\u7a7a\u9593\u5206\u6790\u3082\u5b9f\u884c\u3057\u307e\u3059\u3002\u8cc7\u7523\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5929\u7136\u8cc7\u6e90\u7ba1\u7406\u3001\u30ea\u30b9\u30af\u8efd\u6e1b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>ArcGIS \u306f\u3001\u7d44\u7e54\u304c 2D \u3068 3D \u306e\u4e21\u65b9\u306e\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3001\u3088\u308a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u5206\u6790\u3001\u73fe\u5834\u4f5c\u696d\u3001\u753b\u50cf\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u7528\u306e\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u591a\u76ee\u7684\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3001Esri \u306e\u30af\u30e9\u30a6\u30c9 \u30d9\u30fc\u30b9 \u30b5\u30fc\u30d3\u30b9\u3084\u30bb\u30eb\u30d5\u30db\u30b9\u30c8 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30db\u30b9\u30c6\u30a3\u30f3\u30b0 \u30aa\u30d7\u30b7\u30e7\u30f3\u304b\u3089\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Creator: Creator \u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306f\u3001\u52d5\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5171\u6709\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u3068\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u500b\u4eba\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30a2\u30d7\u30ea\u958b\u767a\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30c1\u30fc\u30e0\u3068\u5171\u540c\u4f5c\u696d\u3057\u3001ArcGIS \u74b0\u5883\u5185\u3067\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb: \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb \u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306b\u306f Creator \u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u7de8\u96c6\u6a5f\u80fd\u3068\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u30d1\u30fc\u30bb\u30eb \u30d5\u30a1\u30d6\u30ea\u30c3\u30af\u306a\u3069\u306e\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u6210\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u9069\u3067\u3059\u3002\u7d44\u7e54\u5185\u3067\u91cd\u8981\u306a\u5730\u7406\u7a7a\u9593\u30ec\u30b3\u30fc\u30c9\u306e\u7dad\u6301\u7ba1\u7406\u3092\u62c5\u5f53\u3059\u308b\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>Professional Plus: Professional Plus \u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306f\u3001\u5927\u898f\u6a21\u306a\u5730\u56f3\u4f5c\u6210\u6a5f\u80fd\u3068\u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067 Professional \u30d7\u30e9\u30f3\u3092\u62e1\u5f35\u3057\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf\u3092\u6271\u3044\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u306b\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30d0\u30a4\u30eb \u30ef\u30fc\u30ab\u30fc: \u30e2\u30d0\u30a4\u30eb \u30ef\u30fc\u30ab\u30fc \u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306f\u3001\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3057\u3001\u4f5c\u696d\u5272\u308a\u5f53\u3066\u3092\u53d7\u3051\u53d6\u308a\u3001\u5b89\u5168\u306a\u30d5\u30a3\u30fc\u30eb\u30c9 \u30a2\u30d7\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u73fe\u5834\u62c5\u5f53\u8005\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306b\u306f\u3001\u30b3\u30f3\u30c8\u30ea\u30d3\u30e5\u30fc\u30bf\u30fc \u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u73fe\u5834\u3067\u4f5c\u696d\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u63a5\u7d9a\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c1\u30fc\u30e0\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u8ca2\u732e\u8005: \u8ca2\u732e\u8005\u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30ec\u30d3\u30e5\u30fc\u3001\u7c21\u5358\u306a\u7de8\u96c6\u3001\u5171\u540c\u4f5c\u696d\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u30c1\u30fc\u30e0 \u30e1\u30f3\u30d0\u30fc\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u3001\u95b2\u89a7\u8005\u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7d44\u7e54\u306e\u5730\u7406\u7a7a\u9593\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u30c7\u30fc\u30bf\u3068\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u95b2\u89a7\u8005: \u95b2\u89a7\u8005\u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u306f\u3001\u7d44\u7e54\u5185\u306e\u30de\u30c3\u30d7\u3001\u30a2\u30d7\u30ea\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u8868\u793a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u3084\u76e3\u8996\u306e\u76ee\u7684\u3067\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5fc5\u8981\u306f\u3042\u308b\u304c\u3001\u7de8\u96c6\u6a5f\u80fd\u306f\u5fc5\u8981\u3068\u3057\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u7d71\u5408\u3057\u305f\u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u6a5f\u80fd\u3002<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u304a\u3088\u3073\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u542b\u3080\u67d4\u8edf\u306a\u30db\u30b9\u30c6\u30a3\u30f3\u30b0 \u30aa\u30d7\u30b7\u30e7\u30f3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u591a\u5927\u306a\u6295\u8cc7\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4fa1\u683c\u8a2d\u5b9a\u306f\u8907\u96d1\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u30d7\u30e9\u30f3\u3092\u6c7a\u5b9a\u3059\u308b\u306b\u306f Esri \u306e\u55b6\u696d\u30c1\u30fc\u30e0\u3068\u306e\u76f8\u8ac7\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: esri.com&nbsp;<\/li>\n\n\n\n<li>\u4f4f\u6240: Ringstrasse 7, 85402 Kranzberg, \u30c9\u30a4\u30c4<\/li>\n\n\n\n<li>\u96fb\u8a71: +49 89 207 005 1200<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png\" alt=\"\" class=\"wp-image-179314\" style=\"width:181px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-768x768.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-12x12.png 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-700x700.png 700w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. QGIS<\/h2>\n\n\n\n<p>QGIS \u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS) \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30de\u30c3\u30d7\u306e\u4f5c\u6210\u3068\u7de8\u96c6\u3001\u7a7a\u9593\u5206\u6790\u306e\u5b9f\u884c\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u751f\u6210\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30d9\u30af\u30bf\u30fc\u3001\u30e9\u30b9\u30bf\u30fc\u3001\u30e1\u30c3\u30b7\u30e5 \u30c7\u30fc\u30bf\u3092\u64cd\u4f5c\u3057\u3066\u8a73\u7d30\u306a\u5730\u7406\u7684\u8996\u899a\u5316\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001QGIS \u306f\u74b0\u5883\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u76e3\u8996\u306a\u3069\u3001\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u521d\u5fc3\u8005\u304b\u3089\u7d4c\u9a13\u8c4a\u5bcc\u306a GIS \u5c02\u9580\u5bb6\u307e\u3067\u304c\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3068\u3001\u7d99\u7d9a\u7684\u306b\u6a5f\u80fd\u3092\u5f37\u5316\u3059\u308b\u5927\u898f\u6a21\u306a\u8ca2\u732e\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002QGIS \u306f\u3001Windows\u3001Mac\u3001Linux \u306a\u3069\u8907\u6570\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3067\u5229\u7528\u3067\u304d\u3001GNU \u4e00\u822c\u516c\u8846\u5229\u7528\u8a31\u8afe\u66f8\u306b\u57fa\u3065\u3044\u3066\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3068\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u6a5f\u80fd\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>QGIS \u306f\u5b8c\u5168\u306b\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308b\u305f\u3081\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306f\u4e0d\u8981\u3067\u3001\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u304c\u304b\u304b\u3089\u306a\u3044\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u6a5f\u80fd\u3068\u30c4\u30fc\u30eb\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u306f\u5b66\u7fd2\u66f2\u7dda\u304c\u6025\u5cfb\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u516c\u5f0f\u306e\u30ab\u30b9\u30bf\u30de\u30fc \u30b5\u30dd\u30fc\u30c8\u306f\u9650\u3089\u308c\u3066\u304a\u308a\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30d5\u30a9\u30fc\u30e9\u30e0\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.qgis.org\/<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/profile.php?id=100057434859831<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"198\" height=\"255\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GRASS-GIS.png\" alt=\"\" class=\"wp-image-168596\" style=\"aspect-ratio:0.7764568907408542;width:184px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GRASS-GIS.png 198w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GRASS-GIS-9x12.png 9w\" sizes=\"(max-width: 198px) 100vw, 198px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. GRASS GIS<\/h2>\n\n\n\n<p>GRASS GIS (\u5730\u7406\u8cc7\u6e90\u5206\u6790\u30b5\u30dd\u30fc\u30c8 \u30b7\u30b9\u30c6\u30e0) \u306f\u3001\u30e9\u30b9\u30bf\u30fc\u3001\u30d9\u30af\u30bf\u30fc\u3001\u5730\u7406\u7a7a\u9593\u51e6\u7406\u7528\u306e\u5805\u7262\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u306e\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3001QGIS\u3001R\u3001\u30af\u30e9\u30a6\u30c9 \u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u4ed6\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002GRASS GIS \u306f\u3001\u5730\u5f62\u3068\u751f\u614b\u7cfb\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u6c34\u6587\u5b66\u7684\u5206\u6790\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u885b\u661f\u753b\u50cf\u3068\u822a\u7a7a\u753b\u50cf\u306e\u51e6\u7406\u306a\u3069\u3001\u5305\u62ec\u7684\u306a\u6a5f\u80fd\u30b9\u30a4\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u9ad8\u5ea6\u306a\u6642\u7cfb\u5217\u51e6\u7406\u7528\u306e\u6642\u9593\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3001\u5730\u7406\u7a7a\u9593\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7528\u306e Python API \u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f GNU \u4e00\u822c\u516c\u8846\u5229\u7528\u8a31\u8afe\u66f8 (GPL) \u306b\u57fa\u3065\u3044\u3066\u914d\u5e03\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u7531\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002GRASS GIS \u306f Open Source Geospatial Foundation (OSGeo) \u306e\u5275\u8a2d\u30e1\u30f3\u30d0\u30fc\u3067\u3042\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u6280\u8853\u306e\u958b\u767a\u3068\u30b5\u30dd\u30fc\u30c8\u306b\u304a\u3051\u308b\u5f79\u5272\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u5927\u898f\u6a21\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>GRASS GIS \u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002\u3064\u307e\u308a\u3001GNU \u4e00\u822c\u516c\u8846\u5229\u7528\u8a31\u8afe\u66f8 (GPL) \u306b\u57fa\u3065\u3044\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u4fa1\u683c\u5e2f\u306f\u306a\u304f\u3001\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u4f7f\u7528\u3067\u304d\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u3084\u5546\u7528\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GRASS GIS \u306f\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u3001\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306b\u30d5\u30eb\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7279\u306b GIS \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u3001\u5b66\u7fd2\u66f2\u7dda\u304c\u6025\u5cfb\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3042\u308b\u305f\u3081\u3001\u516c\u5f0f\u30b5\u30dd\u30fc\u30c8\u306f\u9650\u3089\u308c\u3066\u304a\u308a\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u652f\u63f4\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8:grass.osgeo.org<\/li>\n\n\n\n<li>\u4f4f\u6240: 14525 SW Millikan #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9:grass-web@lists.osgeo.org<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/groups\/GRASS<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/grassgis<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"572\" height=\"151\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ERDAS-IMAGINE.png\" alt=\"\" class=\"wp-image-168584\" style=\"aspect-ratio:3.7883858267716537;width:375px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ERDAS-IMAGINE.png 572w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ERDAS-IMAGINE-300x79.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ERDAS-IMAGINE-18x5.png 18w\" sizes=\"(max-width: 572px) 100vw, 572px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u30a8\u30eb\u30c0\u30b9\u30fb\u30a4\u30de\u30b8\u30f3<\/h2>\n\n\n\n<p>ERDAS IMAGINE \u306f\u3001Hexagon \u304c\u958b\u767a\u3057\u305f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u4f5c\u6210\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5730\u7406\u753b\u50cf\u51e6\u7406\u306e\u5c02\u9580\u5bb6\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5199\u771f\u6e2c\u91cf\u3001LiDAR \u5206\u6790\u3001\u30d9\u30af\u30bf\u30fc\u5206\u6790\u3001\u30ec\u30fc\u30c0\u30fc\u51e6\u7406\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092 1 \u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u7d71\u5408\u3057\u307e\u3059\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5408\u7406\u5316\u3057\u3001\u6642\u9593\u3092\u7bc0\u7d04\u3057\u3001\u753b\u50cf\u5206\u6790\u6a5f\u80fd\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u753b\u50cf\u5206\u985e\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30aa\u30eb\u30bd\u88dc\u6b63\u3001\u30e2\u30b6\u30a4\u30af\u5316\u3001\u6a19\u9ad8\u62bd\u51fa\u306a\u3069\u3001\u8907\u6570\u306e\u753b\u50cf\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002ERDAS IMAGINE \u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u5730\u7406\u7a7a\u9593\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u518d\u5229\u7528\u53ef\u80fd\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f5c\u6210\u3067\u304d\u308b\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u7de8\u96c6\u74b0\u5883\u3067\u3042\u308b Spatial Modeler \u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u5730\u7406\u7a7a\u9593\u753b\u50cf\u3092\u5206\u6790\u304a\u3088\u3073\u89e3\u91c8\u3059\u308b\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>ERDAS IMAGINE \u306f\u3001Web \u30b5\u30a4\u30c8\u3067\u6a19\u6e96\u4fa1\u683c\u60c5\u5831\u3092\u76f4\u63a5\u63d0\u4f9b\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u6f5c\u5728\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3068\u696d\u52d9\u306e\u898f\u6a21\u306b\u57fa\u3065\u3044\u3066\u4fa1\u683c\u306e\u8a73\u7d30\u3092\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u304a\u3088\u3073\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3002<\/li>\n\n\n\n<li>\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3068\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fa1\u683c\u60c5\u5831\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u306f\u5bb9\u6613\u306b\u5165\u624b\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u76f4\u63a5\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6a5f\u80fd\u306e\u7bc4\u56f2\u304c\u5e83\u3044\u305f\u3081\u3001\u5b66\u7fd2\u304c\u8907\u96d1\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@hexagon.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/HexagonAB<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"76\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png\" alt=\"\" class=\"wp-image-168597\" style=\"aspect-ratio:7.896154637055315;width:538px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png 600w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet-300x38.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet-18x2.png 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n<p>TerrSet \u306f\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u5730\u7403\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u76e3\u8996\u304a\u3088\u3073\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b Clark Labs \u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u306f\u3001\u4e3b\u306b\u30e9\u30b9\u30bf\u30fc \u30c7\u30fc\u30bf\u5411\u3051\u306e 300 \u3092\u8d85\u3048\u308b\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b IDRISI GIS \u5206\u6790\u304a\u3088\u3073\u753b\u50cf\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001TerrSet \u306b\u306f\u3001\u571f\u5730\u5909\u5316\u5206\u6790\u3001\u751f\u7269\u591a\u69d8\u6027\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u6c17\u5019\u5909\u52d5\u9069\u5fdc\u3001\u304a\u3088\u3073\u751f\u614b\u7cfb\u30b5\u30fc\u30d3\u30b9\u8a55\u4fa1\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u5c02\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u89e3\u91c8\u3092\u884c\u3046\u5c02\u9580\u5bb6\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u30011 \u3064\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u5185\u3067\u5e45\u5e83\u3044\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306b\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u8ffd\u52a0\u306e\u9ad8\u4fa1\u306a\u30a2\u30c9\u30aa\u30f3\u304c\u4e0d\u8981\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u753b\u50cf\u306e\u753b\u50cf\u5fa9\u5143\u3001\u5f37\u5316\u3001\u5909\u63db\u3001\u5206\u985e\u306a\u3069\u306e\u30bf\u30b9\u30af\u306e\u307b\u304b\u3001\u571f\u5730\u5272\u308a\u5f53\u3066\u3084\u74b0\u5883\u5f71\u97ff\u8a55\u4fa1\u306b\u95a2\u3059\u308b\u8907\u96d1\u306a\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002TerrSet \u306f\u3001\u7814\u7a76\u8005\u3001\u90fd\u5e02\u8a08\u753b\u8005\u3001\u74b0\u5883\u4fdd\u8b77\u8ad6\u8005\u306a\u3069\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u5fc5\u8981\u3068\u3059\u308b\u4eba\u3005\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u822c\u30e9\u30a4\u30bb\u30f3\u30b9: TerrSet \u306e\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3 \u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u8907\u6570\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u500b\u4eba\u4f7f\u7528\u306b\u9069\u3057\u3066\u304a\u308a\u3001TerrSet \u306e\u3059\u3079\u3066\u306e\u30c4\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u4e00\u822c\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4fa1\u683c\u306f $1,250 \u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30ab\u30c7\u30df\u30c3\u30af \u30e9\u30a4\u30bb\u30f3\u30b9: \u6559\u80b2\u6a5f\u95a2\u3068\u305d\u306e\u5b66\u751f\u5411\u3051\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a2\u30ab\u30c7\u30df\u30c3\u30af \u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4fa1\u683c\u306f $675 \u3067\u3059\u3002\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3 \u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5b66\u8853\u7814\u7a76\u3068\u5b66\u7fd2\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306b\u4f4e\u4fa1\u683c\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b66\u751f\u30e9\u30a4\u30bb\u30f3\u30b9: $99 \u306e\u5b66\u751f\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u306f\u3001TerrSet \u306e\u6a5f\u80fd\u306b\u5b8c\u5168\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u5b66\u7fd2\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u5b66\u751f\u306b\u3068\u3063\u3066\u624b\u9803\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b66\u751f\u30b9\u30bf\u30fc\u30bf\u30fc \u30e9\u30a4\u30bb\u30f3\u30b9: \u3088\u308a\u57fa\u672c\u7684\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u5fc5\u8981\u3068\u3059\u308b\u5b66\u751f\u5411\u3051\u306b\u3001$49 \u306e\u5b66\u751f\u30b9\u30bf\u30fc\u30bf\u30fc \u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u3092\u4f4e\u30b3\u30b9\u30c8\u3067\u63d0\u4f9b\u3057\u3001\u9650\u3089\u308c\u305f\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u5b66\u751f\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u540c\u6642\u4f7f\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u5909\u63db\u6599\u91d1: \u65e2\u5b58\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u540c\u6642\u4f7f\u7528 (\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u30fc) \u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u5909\u63db\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001\u5909\u63db\u6599\u91d1 $500 \u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ad\u30e3\u30f3\u30d1\u30b9 \u30e9\u30a4\u30bb\u30f3\u30b9: \u30ad\u30e3\u30f3\u30d1\u30b9 \u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4fa1\u683c\u306f $6,500 \u3067\u3001\u5927\u898f\u6a21\u306a\u6559\u80b2\u6a5f\u95a2\u3092\u5bfe\u8c61\u3068\u3057\u3066\u304a\u308a\u3001\u5358\u4e00\u30ad\u30e3\u30f3\u30d1\u30b9\u306e\u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc\u306b TerrSet \u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u5b66\u8853\u7684\u306a\u5e83\u7bc4\u306a\u4f7f\u7528\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30ad\u30e3\u30f3\u30d1\u30b9\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9: \u30ad\u30e3\u30f3\u30d1\u30b9\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u3059\u3067\u306b\u8cfc\u5165\u3057\u3066\u3044\u308b\u6a5f\u95a2\u306e\u5834\u5408\u3001\u30ad\u30e3\u30f3\u30d1\u30b9\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6599\u91d1\u306f $3,250 \u3067\u3001\u7d99\u7d9a\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3068\u66f4\u65b0\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b66\u751f 15 \u5e2d\u30e9\u30dc \u30ad\u30c3\u30c8: \u4fa1\u683c\u306f $2,750 \u3067\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3068\u6700\u5927 15 \u4eba\u306e\u5b66\u751f\u304c\u540c\u6642\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5b66\u751f\u7528 5 \u4eba\u7528\u30e9\u30dc \u30ad\u30c3\u30c8: $1,125 \u3067\u5165\u624b\u53ef\u80fd\u306a\u3053\u306e\u30ad\u30c3\u30c8\u306f\u3001\u4e00\u5ea6\u306b\u6700\u5927 5 \u4eba\u306e\u5b66\u751f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5c0f\u898f\u6a21\u306a\u30af\u30e9\u30b9\u3084\u30b0\u30eb\u30fc\u30d7\u306b\u7d4c\u6e08\u7684\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u3092 1 \u3064\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u63d0\u4f9b\u3057\u3001\u8ffd\u52a0\u8cfc\u5165\u306e\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>\u3055\u307e\u3056\u307e\u306a\u5730\u7406\u7a7a\u9593\u30e2\u30c7\u30ea\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u306e\u30cb\u30fc\u30ba\u306b\u7279\u5316\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f Windows \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u307f\u5229\u7528\u53ef\u80fd\u3067\u3042\u308a\u3001\u4ed6\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306e\u306f\u5236\u9650\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7279\u306b\u5b66\u8853\u5206\u91ce\u4ee5\u5916\u3067\u306f\u3001\u500b\u4eba\u30e6\u30fc\u30b6\u30fc\u3084\u5c0f\u898f\u6a21\u7d44\u7e54\u306b\u3068\u3063\u3066\u306f\u4fa1\u683c\u304c\u9ad8\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org<\/li>\n\n\n\n<li>\u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n\n\n\n<li>\u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"237\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY-1024x237.png\" alt=\"\" class=\"wp-image-168598\" style=\"aspect-ratio:4.321354265178741;width:337px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY-1024x237.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY-300x69.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY-768x178.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY-18x4.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/HEAVY.png 1512w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u30d8\u30d3\u30fcAI<\/h2>\n\n\n\n<p>HEAVY.AI \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3084\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306a\u3069\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u9ad8\u901f\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u3001\u9ad8\u5ea6\u306a\u8996\u899a\u5316\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u901a\u3058\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002HEAVY.AI \u306f\u3001\u6570\u5341\u5104\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u3092\u30af\u30ed\u30b9 \u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3057\u3001\u8907\u96d1\u306a\u7a7a\u9593\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u5730\u7406\u7a7a\u9593\u30a2\u30ca\u30ea\u30b9\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u6b63\u78ba\u3067\u52b9\u7387\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u696d\u754c\u306b\u3068\u3063\u3066\u512a\u308c\u305f\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>HEAVY.AI \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u5730\u7406\u30c7\u30fc\u30bf \u30bf\u30a4\u30d7\u3092\u4fdd\u5b58\u3057\u3001CPU \u3068 GPU \u306e\u4e21\u65b9\u3067\u4e26\u5217\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b HeavyDB \u306a\u3069\u306e\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8996\u899a\u5316\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308b HeavyImmerse \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c0\u30a6\u30f3\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u305b\u305a\u306b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u63a2\u7d22\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f AI \u3068\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u5206\u6790\u3092\u5f37\u5316\u3057\u3001HeavyIQ \u3092\u901a\u3058\u3066\u4e88\u6e2c\u6a5f\u80fd\u3068\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>HEAVY.AI \u7121\u6599\u7248: HEAVY.AI \u306e\u7121\u6599\u7248\u306f\u6700\u5927 32 GB \u306e GPU RAM \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6700\u5927 3 \u4eba\u306e\u30a2\u30af\u30c6\u30a3\u30d6 \u30e6\u30fc\u30b6\u30fc\u3092\u8a31\u53ef\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0 \u30a8\u30f3\u30b8\u30f3\u3001Immerse \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30b5\u30dd\u30fc\u30c8\u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30d5\u30a9\u30fc\u30e9\u30e0\u3092\u901a\u3058\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>HEAVY.AI Enterprise: 64GB \u306e GPU RAM \u304b\u3089\u59cb\u307e\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30d7\u30e9\u30f3\u306f\u3001\u8907\u6570\u306e GPU \u3068\u7121\u5236\u9650\u306e\u30a2\u30af\u30c6\u30a3\u30d6 \u30e6\u30fc\u30b6\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u5206\u6563\u51e6\u7406\u3001\u9ad8\u53ef\u7528\u6027\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u6a5f\u80fd\u306a\u3069\u306e\u62e1\u5f35\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306b\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30ec\u30d9\u30eb\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u4fa1\u683c\u306b\u3064\u3044\u3066\u306f\u55b6\u696d\u30c1\u30fc\u30e0\u306b\u76f4\u63a5\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u5927\u898f\u6a21\u306a\u5730\u7406\u7a7a\u9593\u304a\u3088\u3073\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>AI \u3084\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306a\u3069\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u8996\u899a\u5316\u3068\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30d7\u30e9\u30f3\u3067\u306f\u3001\u4fa1\u683c\u306b\u3064\u3044\u3066\u55b6\u696d\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u4fa1\u683c\u307b\u3069\u7c21\u5358\u3067\u306f\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7121\u6599\u7248\u306f\u30e6\u30fc\u30b6\u30fc\u30d9\u30fc\u30b9\u304c\u5c0f\u3055\u304f\u3001GPU \u5bb9\u91cf\u3082\u4f4e\u3044\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u5341\u5206\u3067\u306f\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8:heavy.ai<\/li>\n\n\n\n<li>\u4f4f\u6240: 95 Third Street, 2nd Floor, San Francisco, California 94103<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb: Sales@heavy.ai PR@heavy.ai Partners@heavy.ai<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/heavyai<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/heavy_ai<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/heavy-ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino.webp\" alt=\"\" class=\"wp-image-181988\" style=\"width:189px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino.webp 800w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino-300x300.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino-150x150.webp 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino-768x768.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino-12x12.webp 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/aino-700x700.webp 700w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u30a2\u30a4\u30ce<\/h2>\n\n\n\n<p>Aino \u306f\u3001\u30b5\u30a4\u30c8\u5206\u6790\u3068\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f AI \u642d\u8f09\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u9ad8\u5ea6\u306a GIS \u30b9\u30ad\u30eb\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u4e16\u754c\u4e2d\u3067\u4f4d\u7f6e\u30d9\u30fc\u30b9\u306e\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002Aino \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001OpenStreetMap\u3001Aino \u306e\u30c7\u30fc\u30bf \u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u306e\u8a55\u4fa1\u3001\u8208\u5473\u306e\u3042\u308b\u30dd\u30a4\u30f3\u30c8\u306e\u7279\u5b9a\u3001\u7279\u5b9a\u306e\u5834\u6240\u306e\u9700\u8981\u306e\u5206\u6790\u306a\u3069\u306e\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Aino \u306f QGIS \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u90fd\u5e02\u8a08\u753b\u8005\u3001\u30c7\u30fc\u30bf \u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u7a7a\u9593\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30de\u30c3\u30d7\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u306a\u3069\u306e\u8996\u899a\u5316\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u7d44\u307f\u8fbc\u307f\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u8abf\u67fb\u7d50\u679c\u3092\u52b9\u679c\u7684\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Aino \u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b5\u30fc\u304b\u3089\u4f01\u696d\u307e\u3067\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u304a\u308a\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3068\u5229\u7528\u65b9\u6cd5\u306b\u67d4\u8edf\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b66\u751f\u30d7\u30e9\u30f3: \u5b66\u751f\u30d7\u30e9\u30f3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u6708\u984d 10 \u30e6\u30fc\u30ed\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6559\u80b2\u6a5f\u95a2\u306e\u30c9\u30e1\u30a4\u30f3\u3092\u6301\u3064\u5b66\u751f\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u7279\u5225\u30d7\u30e9\u30f3\u3067\u3001\u5b66\u8853\u76ee\u7684\u3067 Aino \u306e\u30b3\u30a2\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u500b\u4eba\u30d7\u30e9\u30f3: \u500b\u4eba\u30d7\u30e9\u30f3\u306e\u6599\u91d1\u306f 1 \u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u6708\u984d 20 \u30e6\u30fc\u30ed\u3067\u3001\u6708\u3054\u3068\u306b\u8acb\u6c42\u3055\u308c\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067 AI \u306b\u3088\u308b\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u5206\u6790\u3001\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30d7\u30e9\u30f3: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30d7\u30e9\u30f3\u306f\u3001\u8907\u6570\u306e\u30c1\u30fc\u30e0\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u3059\u308b\u4f01\u696d\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u904b\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3068\u7d71\u5408\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u304c\u3001\u30bd\u30fc\u30b9\u60c5\u5831\u306b\u306f\u3053\u306e\u30d7\u30e9\u30f3\u306e\u5177\u4f53\u7684\u306a\u4fa1\u683c\u306e\u8a73\u7d30\u306f\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30fc\u30c9\u4e0d\u8981\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5099\u3048\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3002<\/li>\n\n\n\n<li>QGIS \u3084 Google Sheets \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u4f4d\u30d7\u30e9\u30f3\u3067\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5236\u9650\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8fc5\u901f\u306a\u4f7f\u7528\u3068\u4fdd\u7ba1\u3092\u5897\u3084\u3059\u306b\u306f\u3001\u8ffd\u52a0\u306e\u30b3\u30b9\u30c8\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: aino.world<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: Hello@aino.world<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/ainotech<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"401\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/CARTO-1024x401.png\" alt=\"\" class=\"wp-image-156211\" style=\"aspect-ratio:2.5538670620212502;width:318px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/CARTO-1024x401.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/CARTO-300x117.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/CARTO-768x301.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/CARTO.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n<p>CARTO \u306f\u3001\u958b\u767a\u8005\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3088\u308a\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30af\u30e9\u30a6\u30c9 \u30cd\u30a4\u30c6\u30a3\u30d6\u306e GIS \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3001GIS \u306e\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30de\u30c3\u30d7\u4e2d\u5fc3\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001\u7a7a\u9593\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002CARTO \u306f\u3001\u30af\u30e9\u30a6\u30c9 \u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3055\u308c\u3001\u4ed6\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5185\u3067\u306e\u30de\u30c3\u30d7\u3084\u5206\u6790\u306e\u63a5\u7d9a\u3068\u57cb\u3081\u8fbc\u307f\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u76ee\u6a19\u306f\u3001\u7a7a\u9593\u5206\u6790\u3092\u5c02\u9580\u306e\u30b5\u30a4\u30ed\u304b\u3089\u53d6\u308a\u51fa\u3057\u3001\u3088\u308a\u5e83\u7bc4\u306a\u30d3\u30b8\u30cd\u30b9\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>CARTO \u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3001\u5206\u6790\u3001\u5f37\u5316\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30d7\u30ea\u958b\u767a\u6a5f\u80fd\u3082\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f API \u3068 SDK \u304c\u88c5\u5099\u3055\u308c\u3066\u304a\u308a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002CARTO \u306f\u3001\u3088\u308a\u30e6\u30fc\u30b6\u30fc \u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u3067\u9069\u5fdc\u6027\u306e\u9ad8\u3044\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u914d\u9001\u30eb\u30fc\u30c8\u306e\u6700\u9069\u5316\u304b\u3089\u5e97\u8217\u914d\u7f6e\u306e\u6539\u5584\u307e\u3067\u3001\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7a7a\u9593\u5206\u6790\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enterprise Small: \u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u57fa\u672c\u7684\u306a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6a5f\u80fd\u3092\u5099\u3048\u305f\u9ad8\u5ea6\u306a\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u5c0f\u898f\u6a21\u30c1\u30fc\u30e0\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u4f4e 3 \u4eba\u306e\u7de8\u96c6\u8005\u3068 15 \u4eba\u306e\u95b2\u89a7\u8005\u304b\u3089\u958b\u59cb\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306b\u306f\u3001\u5e74\u9593\u6700\u5927 180,000 \u306e\u4f7f\u7528\u5358\u4f4d\u304c\u542b\u307e\u308c\u3001\u30af\u30e9\u30a6\u30c9\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30df\u30c7\u30a3\u30a2\u30e0: \u3088\u308a\u5927\u898f\u6a21\u306a\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u90e8\u9580\u6a2a\u65ad\u7684\u306a\u30c1\u30fc\u30e0\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u7de8\u96c6\u8005 10 \u540d\u3068\u95b2\u89a7\u8005 50 \u540d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\u5e74\u9593\u6700\u5927 600,000 \u306e\u4f7f\u7528\u5358\u4f4d\u306b\u52a0\u3048\u3001\u30af\u30e9\u30a6\u30c9\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30b0\u30ec\u30fc\u30c9\u306e\u30b5\u30dd\u30fc\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30b9\u30c8\u30e9\u30c6\u30b8\u30c3\u30af: \u5927\u898f\u6a21\u306a\u4f01\u696d\u3084\u8907\u6570\u306e\u30c1\u30fc\u30e0\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001\u7121\u5236\u9650\u306e\u30a8\u30c7\u30a3\u30bf\u30fc\u3068\u30d3\u30e5\u30fc\u30a2\u30fc\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u5e74\u9593 300 \u4e07\u4ee5\u4e0a\u306e\u4f7f\u7528\u30e6\u30cb\u30c3\u30c8\u304c\u542b\u307e\u308c\u3001\u30af\u30e9\u30a6\u30c9\u3068\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306e\u4e21\u65b9\u306e\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u8a31\u53ef\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u30b5\u30dd\u30fc\u30c8 \u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3001\u8907\u96d1\u306a\u5206\u6790\u7528\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u6a5f\u80fd\u3082\u4ed8\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CARTO \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7d44\u7e54\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u305f\u3081\u306b\u3001\u30af\u30e9\u30a6\u30c9\u3084\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306a\u3069\u306e\u5e45\u5e83\u3044\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u65e2\u5b58\u306e\u30c7\u30fc\u30bf \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u30c1\u30fc\u30e0\u306e\u4f7f\u3044\u3084\u3059\u3055\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30d7\u30e9\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u3001\u4fa1\u683c\u4f53\u7cfb\u306e\u900f\u660e\u6027\u304c\u4f4e\u304f\u3001\u898b\u7a4d\u3082\u308a\u306e\u305f\u3081\u306b\u76f4\u63a5\u9023\u7d61\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5c0f\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u306e\u5834\u5408\u3001\u4e0b\u4f4d\u30d7\u30e9\u30f3\u306e\u6700\u5c0f\u4f7f\u7528\u91cf\u5358\u4f4d\u304c\u5fc5\u8981\u306a\u91cf\u3092\u8d85\u3048\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u3065\u304d\u3001\u5341\u5206\u306b\u6d3b\u7528\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +1 917-463-3232<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: support@carto.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: witter.com\/CARTO<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"74\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kepler.gl_-e1769624052484.png\" alt=\"\" class=\"wp-image-169588\" style=\"aspect-ratio:4.054699049630412;width:340px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kepler.gl_-e1769624052484.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kepler.gl_-e1769624052484-18x4.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u30b1\u30d7\u30e9\u30fc<\/h2>\n\n\n\n<p>Kepler.gl\u306f\u3001\u5927\u898f\u6a21\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u7279\u306b\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff09\u3092\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5b8c\u5168\u306b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3001WebGL\u3068Deck.gl\u3092\u57fa\u76e4\u3068\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u9ad8\u901f\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5730\u56f3\u4e0a\u306b\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3057\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u5186\u5f27\u3001\u516d\u89d2\u5f62\u30d3\u30f3\u306a\u3069\u3067\u91cd\u306d\u5408\u308f\u305b\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306b\u4e00\u5207\u624b\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3084\u96c6\u8a08\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Vis.gl\u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001Foursquare\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002Foursquare\u306f\u3001\u9ad8\u6027\u80fd\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u300cFoursquare Spatial Desktop\u300d\u306b\u3082\u540c\u3058\u30b3\u30a2\u6280\u8853\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30af\u30a8\u30ea\u3001\u7a7a\u9593\u7d50\u5408\u3001DuckDB\u30b5\u30dd\u30fc\u30c8\u3068\u3044\u3063\u305f\u5f37\u529b\u306a\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u3088\u308a\u8a73\u7d30\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u3088\u308a\u9ad8\u6a5f\u80fd\u306a\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kepler.gl \u306f\u5b8c\u5168\u306b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u3001\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>Foursquare Spatial Desktop \u306f\u3001\u6708\u984d $25 \u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 (1 \u304b\u6708\u306e\u7121\u6599\u8a66\u7528\u671f\u9593\u4ed8\u304d) \u3068\u3057\u3066\u5225\u9014\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d6\u30e9\u30a6\u30b6\u5185\u3067\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406<\/li>\n\n\n\n<li>\u7121\u6599\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3001\u958b\u767a\u8005\u5411\u3051<\/li>\n\n\n\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u3084\u30da\u30a4\u30a6\u30a9\u30fc\u30eb\u306a\u3057<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30a6\u30c9\u3084\u30c1\u30fc\u30e0\u5171\u6709\u6a5f\u80fd\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u4f7f\u7528\u306b\u306f\u6280\u8853\u7684\u306a\u8a2d\u5b9a\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30d9\u30fc\u30b9\u306e\u30b5\u30dd\u30fc\u30c8\u306e\u307f - \u5c02\u7528\u306e\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306f\u3042\u308a\u307e\u305b\u3093<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: kepler.gl<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"115\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-9.png\" alt=\"\" class=\"wp-image-181979\" style=\"aspect-ratio:1.3043891833129502;width:184px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-9.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-9-16x12.png 16w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u30aa\u30eb\u30d5\u30a7\u30aa \u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n<p>Orfeo ToolBox\uff08OTB\uff09\u306f\u3001\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u3092\u6271\u3046\u3059\u3079\u3066\u306e\u4eba\u306b\u3068\u3063\u3066\u983c\u308a\u306b\u306a\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u5143\u3005\u306fCNES\uff08\u30d5\u30e9\u30f3\u30b9\u5b87\u5b99\u6a5f\u95a2\uff09\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001\u73fe\u5728\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u9ad8\u89e3\u50cf\u5ea6\u306e\u5149\u5b66\u30c7\u30fc\u30bf\u3001SAR\u30c7\u30fc\u30bf\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306a\u3089\u3001\u30d1\u30f3\u30b7\u30e3\u30fc\u30d7\u30f3\u3084\u30aa\u30eb\u30bd\u88dc\u6b63\u304b\u3089\u5206\u985e\u3001SAR\u7279\u6709\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u30c4\u30fc\u30eb\u304c\u63c3\u3063\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>OTB\u306e\u6839\u5e95\u306b\u3042\u308b\u306e\u306f\u5b8c\u5168\u306a\u900f\u660e\u6027\u3067\u3059\u3002\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u51e6\u7406\u306f\u4e00\u5207\u3042\u308a\u307e\u305b\u3093\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3057\u3001\u52d5\u4f5c\u3092\u5b8c\u5168\u306b\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002Python\u3001Bash\u3001\u3055\u3089\u306b\u306fC++\u3067\u3082\u52d5\u4f5c\u3057\u3001QGIS\u3068\u7d71\u5408\u3057\u3066\u7d50\u679c\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u4e00\u5ea6\u4f7f\u3044\u3053\u306a\u305b\u3070\u9a5a\u304f\u307b\u3069\u5f37\u529b\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Orfeo ToolBox \u306f\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3059\u3002.<\/li>\n\n\n\n<li>\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u3084\u6709\u6599\u30d7\u30e9\u30f3\u306f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5411\u3051\u306b\u69cb\u7bc9<\/li>\n\n\n\n<li>\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3001QGIS GUI\u3001\u30b3\u30fc\u30c9\u3067\u52d5\u4f5c\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u5f37\u529b\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5099\u3048\u305f\u900f\u660e\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u3001\u5b66\u7fd2\u66f2\u7dda\u306f\u6025\u5cfb\u3067\u3059<\/li>\n\n\n\n<li>\u6b63\u5f0f\u306a\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306a\u3057<\/li>\n\n\n\n<li>\u8996\u899a\u5316\u306fQGIS\u306e\u3088\u3046\u306a\u5916\u90e8\u30c4\u30fc\u30eb\u306b\u4f9d\u5b58\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.orfeo-toolbox.org<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/orfeotoolbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"738\" height=\"235\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-10.png\" alt=\"\" class=\"wp-image-181981\" style=\"aspect-ratio:3.1405678569053794;width:326px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-10.png 738w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-10-300x96.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-10-18x6.png 18w\" sizes=\"(max-width: 738px) 100vw, 738px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. \u30de\u30c3\u30d7\u30c6\u30a3\u30c6\u30e5\u30fc\u30c9<\/h2>\n\n\n\n<p>Maptitude\u306f\u3001\u7269\u6d41\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30b5\u30a4\u30c8\u8a08\u753b\u306a\u3069\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u304a\u3088\u3073\u30aa\u30f3\u30e9\u30a4\u30f3GIS\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5358\u306a\u308b\u30de\u30c3\u30d4\u30f3\u30b0\u30a8\u30f3\u30b8\u30f3\u3067\u306f\u306a\u304f\u3001\u4eba\u53e3\u7d71\u8a08\u3001\u90f5\u4fbf\u756a\u53f7\u3001\u8857\u8def\u7db2\u306a\u3069\u306e\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u63a2\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002.<\/p>\n\n\n\n<p>\u57fa\u672c\u7684\u306bWindows\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u3067\u3059\u304c\u3001\u3088\u308a\u8efd\u91cf\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5411\u3051\u306b\u30aa\u30d7\u30b7\u30e7\u30f3\u3067Web\u7248\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002Maptitude\u306f\u69d8\u3005\u306a\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001Excel\u3001SQL\u3001\u305d\u306e\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30c4\u30fc\u30eb\u3068\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3057\u307e\u3059\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u3084\u4f4d\u7f6e\u60c5\u5831\u30c7\u30fc\u30bf\u304b\u3089\u8fc5\u901f\u304b\u3064\u8996\u899a\u7684\u306a\u60c5\u5831\u3092\u5f97\u305f\u3044\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u3001GIS\u90e8\u9580\u3092\u5c02\u9580\u306b\u62b1\u3048\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u983c\u308a\u306b\u306a\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1\u56de\u9650\u308a\u306e\u8cfc\u5165\uff0810\u5e74\u9593\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\uff09\uff1a<\/strong> $995\u304b\u3089\uff08$595\u76f8\u5f53\u306e\u30ab\u30f3\u30c8\u30ea\u30fc\u30d1\u30c3\u30b1\u30fc\u30b81\u3064\u304c\u7121\u6599\uff09<\/li>\n\n\n\n<li><strong>\u5e74\u9593\u8cfc\u8aad:<\/strong> \u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u5e74\u9593$695<\/li>\n\n\n\n<li><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5c55\u958b: <\/strong>$995 \u2013 $1,495\u306f\u3001\u4f01\u696d\u3067\u306e\u4f7f\u7528\u3068\u30b5\u30a4\u30ec\u30f3\u30c8\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>Maptitude\u30aa\u30f3\u30e9\u30a4\u30f3: <\/strong>\u4fa1\u683c\u306f\u975e\u516c\u958b\u3067\u3001\u5225\u9014\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u5fc5\u8981<\/li>\n\n\n\n<li><strong>\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30e9\u30a4\u30bb\u30f3\u30b9:<\/strong> \u5b66\u751f\u5411\u3051\u306e\u5272\u5f15 1 \u5e74\u9593\u30e9\u30a4\u30bb\u30f3\u30b9 (\u975e\u5546\u7528\u306e\u307f)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1\u56de\u9650\u308a\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\uff08\u5f37\u5236\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306a\u3057\uff09<\/li>\n\n\n\n<li>\u5b8c\u5168\u306a\u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u304c\u4ed8\u5c5e - \u8ffd\u52a0\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u4e0d\u8981<\/li>\n\n\n\n<li>GIS \u306e\u5c02\u9580\u5bb6\u3067\u306a\u304f\u3066\u3082\u30d3\u30b8\u30cd\u30b9\u3067\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7528\u306f Windows \u306e\u307f<\/li>\n\n\n\n<li>\u30aa\u30f3\u30e9\u30a4\u30f3\u7248\u3068\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7248\u306f\u5225\u3005\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u3059<\/li>\n\n\n\n<li>\u3088\u308a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u306f\u62e1\u5f35\u6a5f\u80fd\u3084\u7d71\u5408\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.caliper.com<\/li>\n\n\n\n<li>E\u30e1\u30fc\u30eb: sales@caliper.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 1172 Beacon St., Suite 300, Newton MA 02461 USA<\/li>\n\n\n\n<li>\u96fb\u8a71: 617-527-4700<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"478\" height=\"105\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/global-mapper-1.png\" alt=\"\" class=\"wp-image-181986\" style=\"aspect-ratio:4.552909659175473;width:342px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/global-mapper-1.png 478w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/global-mapper-1-300x66.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/global-mapper-1-18x4.png 18w\" sizes=\"(max-width: 478px) 100vw, 478px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">14. \u30b0\u30ed\u30fc\u30d0\u30eb\u30de\u30c3\u30d1\u30fc<\/h2>\n\n\n\n<p>Global Mapper\u306f\u3001\u6587\u5b57\u901a\u308a\u306b\u3082\u6bd4\u55a9\u7684\u306b\u3082\u3001\u5e83\u7bc4\u56f2\u3092\u30ab\u30d0\u30fc\u3059\u308bGIS\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u3067\u3059\u3002Blue Marble Geographics\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3067\u3001\u30e9\u30b9\u30bf\u30fc\u3001\u30d9\u30af\u30bf\u30fc\u3001\u6a19\u9ad8\u3001\u3055\u3089\u306b\u306f\u70b9\u7fa4\u30c7\u30fc\u30bf\u307e\u3067\u3001\u3059\u3079\u30661\u304b\u6240\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u30c7\u30b6\u30a4\u30f3\u8cde\u3092\u72d9\u3046\u307b\u3069\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5341\u5206\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001Pro\u7248\u3067LIDAR\u5206\u985e\u3001\u30dd\u30a4\u30f3\u30c8\u30af\u30e9\u30a6\u30c9\u7de8\u96c6\u3001\u5730\u5f62\u30b9\u30ab\u30eb\u30d7\u30c6\u30a3\u30f3\u30b0\u3001\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306a\u3069\u306e\u6a5f\u80fd\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u307e\u305f\u3001Python\u3092\u304a\u4f7f\u3044\u306e\u65b9\u3084\u3001Global Mapper\u72ec\u81ea\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u8a00\u8a9e\u3067\u81ea\u52d5\u5316\u3092\u884c\u3044\u305f\u3044\u65b9\u306e\u305f\u3081\u306b\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u30b5\u30dd\u30fc\u30c8\u3082\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u5e45\u5e83\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u7c21\u5358\u306b\u6271\u3048\u308b\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3GIS\u3092\u6c42\u3081\u308b\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b0\u30ed\u30fc\u30d0\u30eb\u30de\u30c3\u30d1\u30fc\u6a19\u6e96: <\/strong>\u6c38\u4e45\/\u30ce\u30fc\u30c9\u30ed\u30c3\u30af\u30e9\u30a4\u30bb\u30f3\u30b9 ~$700 (\u30b7\u30f3\u30b0\u30eb\u30e6\u30fc\u30b6\u30fc)&nbsp;<\/li>\n\n\n\n<li><strong>\u30b0\u30ed\u30fc\u30d0\u30eb\u30de\u30c3\u30d1\u30fc\u30d7\u30ed: <\/strong>\u6c38\u4e45\/\u30ce\u30fc\u30c9\u30ed\u30c3\u30af\u30e9\u30a4\u30bb\u30f3\u30b9 ~$1,750 (\u30b7\u30f3\u30b0\u30eb\u30e6\u30fc\u30b6\u30fc)<\/li>\n\n\n\n<li><strong>\u30d5\u30ed\u30fc\u30c6\u30a3\u30f3\u30b0\u30e9\u30a4\u30bb\u30f3\u30b9: <\/strong>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306e\u5834\u5408 ~$1,050 \/ \u30d7\u30ed\u30b0\u30ed\u30fc\u30d0\u30eb\u30de\u30c3\u30d1\u30fc\u306e\u5834\u5408 ~$2,625&nbsp;<\/li>\n\n\n\n<li><strong>\u30e2\u30d0\u30a4\u30eb\u30d7\u30ed:<\/strong> \u30c7\u30d0\u30a4\u30b9\u3042\u305f\u308a$50&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u5f62\u3001LIDAR\u3001\u30e9\u30b9\u30bf\u30fc\u30c4\u30fc\u30eb\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c - \u30af\u30e9\u30a6\u30c9\u306f\u4e0d\u8981<\/li>\n\n\n\n<li>\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30ab\u30b9\u30bf\u30e0\u958b\u767a\u7528\u306e\u30d0\u30fc\u30b8\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fa1\u683c\u304c\u4e0d\u900f\u660e\u306a\u6709\u6599\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<\/li>\n\n\n\n<li>\u65b0\u3057\u3044Web\u30cd\u30a4\u30c6\u30a3\u30d6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u6bd4\u8f03\u3059\u308b\u3068\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u6642\u4ee3\u9045\u308c\u306b\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u306a\u3044<\/li>\n\n\n\n<li>\u5171\u540c\u4f5c\u696d\u6a5f\u80fd\u3084\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.bluemarblegeo.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/bluemarble.geographics<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/blue-marble-geographics<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/bluemarblegeo<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-12.png\" alt=\"\" class=\"wp-image-181983\" style=\"width:203px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-12.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-12-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-12-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">15. \u30b8\u30aa\u30c0<\/h2>\n\n\n\n<p>GeoDa\u306f\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30c4\u30fc\u30eb\u3067\u3059\u3002\u7279\u306b\u7814\u7a76\u8005\u3001\u5b66\u751f\u3001\u516c\u5171\u653f\u7b56\u3084\u90fd\u5e02\u8a08\u753b\u306b\u643a\u308f\u308b\u65b9\u3005\u306b\u3068\u3063\u3066\u3001\u5927\u5909\u4fbf\u5229\u3067\u3059\u3002\u5143\u3005\u306f\u5b66\u8853\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u30b9\u30bf\u30fc\u30c8\u3057\u305fGeoDa\u3067\u3059\u304c\u3001\u305d\u306e\u8a2d\u8a08\u601d\u60f3\u306f\u4eca\u3082\u5065\u5728\u3067\u3059\u3002\u8efd\u91cf\u3067\u8996\u899a\u7684\u306b\u64cd\u4f5c\u3057\u3084\u3059\u304f\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u3001\u30c8\u30ec\u30f3\u30c9\u3001\u81ea\u5df1\u76f8\u95a2\u3068\u3044\u3063\u305f\u7a7a\u9593\u30d1\u30bf\u30fc\u30f3\u306e\u63a2\u7d22\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30b7\u30a7\u30fc\u30d7\u30d5\u30a1\u30a4\u30eb\u3084GeoJSON\u3068\u3044\u3063\u305f\u4e00\u822c\u7684\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001GIS\u306e\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u30b7\u30f3\u30d7\u30eb\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002GeoDa\u306f\u3001\u5b9f\u7528\u30de\u30c3\u30d4\u30f3\u30b0\u3084\u30b8\u30aa\u30d7\u30ed\u30bb\u30b7\u30f3\u30b0\u3067\u306f\u306a\u304f\u3001\u7d71\u8a08\u3084\u63a2\u7d22\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u3064\u307e\u308a\u56de\u5e30\u5206\u6790\u3001\u591a\u5909\u91cf\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u6642\u9593\u30d9\u30fc\u30b9\u306e\u6bd4\u8f03\u3068\u3044\u3063\u305f\u5206\u91ce\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GeoDa\u306fGPL\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u7121\u6599\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3059<\/li>\n\n\n\n<li>\u5546\u7528\u7248\u3084\u4f7f\u7528\u91cf\u30d9\u30fc\u30b9\u306e\u968e\u5c64\u306f\u3042\u308a\u307e\u305b\u3093<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d71\u8a08\u7684\u304a\u3088\u3073\u63a2\u7d22\u7684\u7a7a\u9593\u5206\u6790\u306b\u6700\u9069<\/li>\n\n\n\n<li>Windows\u3001macOS\u3001Linux\u3067\u52d5\u4f5c<\/li>\n\n\n\n<li>\u8efd\u91cf\u3067\u53d6\u308a\u4ed8\u3051\u7c21\u5358<\/li>\n\n\n\n<li>\u65b0\u3057\u3044\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u30b5\u30dd\u30fc\u30c8\u3068\u3068\u3082\u306b\u7a4d\u6975\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3055\u308c\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u56f3\u4f5c\u6210\u3084\u5730\u56f3\u4f5c\u6210\u306e\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/li>\n\n\n\n<li>\u30e9\u30b9\u30bf\u30fc\u30843D\u30c7\u30fc\u30bf\u306f\u6271\u3048\u306a\u3044<\/li>\n\n\n\n<li>\u4e8b\u524d\u306b\u96c6\u8a08\u3057\u306a\u3044\u9650\u308a\u3001\u5927\u898f\u6a21\u306a\u751f\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u306e\u306b\u82e6\u52b4\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: geodacenter.github.io<\/li>\n\n\n\n<li>E\u30e1\u30fc\u30eb: spatial@uchicago.edu<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"230\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\" alt=\"\" class=\"wp-image-156000\" style=\"aspect-ratio:4.4524741281850595;width:342px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-300x68.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-768x173.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">16. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n<p>Mapbox\u306f\u5178\u578b\u7684\u306aGIS\u3067\u306f\u306a\u304f\u3001\u958b\u767a\u8005\u5411\u3051\u306e\u5730\u56f3\u4f5c\u6210\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002Web\u30a2\u30d7\u30ea\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u3066\u3001\u9ad8\u6027\u80fd\u306a\u5730\u56f3\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3001\u30ab\u30b9\u30bf\u30e0\u30b8\u30aa\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u7d44\u307f\u8fbc\u307f\u305f\u3044\u5834\u5408\u306f\u3001Mapbox\u304c\u6700\u9069\u3067\u3059\u3002\u914d\u9001\u30a2\u30d7\u30ea\u304b\u3089\u8eca\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001AR\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u7528\u9014\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001API\u3068SDK\u3092\u901a\u3058\u3066\u3001\u30de\u30c3\u30d7\u30b9\u30bf\u30a4\u30eb\u30013D\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u3092\u81ea\u7531\u306b\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u958b\u767a\u8005\u5411\u3051\u3067\u3042\u308b\u305f\u3081\u3001\u305d\u306e\u771f\u4fa1\u3092\u767a\u63ee\u3059\u308b\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\u3068\u306f\u3044\u3048\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u306b\u30de\u30c3\u30d7\u3092\u57cb\u3081\u8fbc\u3080\u5834\u5408\u3084\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u5f37\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7121\u6599\u67a0:<\/strong> \u30de\u30c3\u30d7\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3001\u691c\u7d22 API \u306e\u4f7f\u7528\u5236\u9650<\/li>\n\n\n\n<li><strong>\u5f93\u91cf\u8ab2\u91d1\u5236: <\/strong>\u30de\u30c3\u30d7\u306e\u8aad\u307f\u8fbc\u307f\u3001API \u30ea\u30af\u30a8\u30b9\u30c8\u3001\u30eb\u30fc\u30c8\u3001\u691c\u7d22\u306b\u5bfe\u3059\u308b\u4f7f\u7528\u91cf\u30d9\u30fc\u30b9\u306e\u8ab2\u91d1<\/li>\n\n\n\n<li><strong>\u6570\u91cf\u5272\u5f15: <\/strong>\u4f7f\u7528\u91cf\u304c\u5897\u3048\u308b\u3068\u81ea\u52d5\u7684\u306b\u5272\u5f15<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ab\u30b9\u30bf\u30e0\u30d3\u30eb\u30c9\u7528\u306eSDK\u3068API\u304c\u6e80\u8f09<\/li>\n\n\n\n<li>\u30a6\u30a7\u30d6\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u7d44\u307f\u8fbc\u307f\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u9069\u5207\u306b\u51e6\u7406\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u3068\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u4f7f\u7528\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u62e1\u5f35\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u7d71\u5408\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>\u4f7f\u7528\u91cf\u304c\u591a\u3044\u3068\u30b3\u30b9\u30c8\u304c\u6025\u6fc0\u306b\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u5f93\u6765\u306eGIS\u74b0\u5883\u3067\u306f\u306a\u304f\u3001\u7d44\u307f\u8fbc\u307f\u306e\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u304c\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.mapbox.com<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/mapbox<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/mapbox<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/mapbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"261\" height=\"300\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-13.png\" alt=\"\" class=\"wp-image-181984\" style=\"aspect-ratio:0.8699932288140008;width:178px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-13.png 261w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-13-10x12.png 10w\" sizes=\"(max-width: 261px) 100vw, 261px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">17. \u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u5730\u7406\u7a7a\u9593<\/h2>\n\n\n\n<p>Whitebox Geospatial \u306f\u300c\u81ea\u5206\u3067\u4f5c\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3092\u6210\u3059\u306e\u306f\u3001\u30e9\u30b9\u30bf\u30fc\u3001\u30d9\u30af\u30bf\u30fc\u3001\u305d\u3057\u3066\u30e9\u30a4\u30c0\u30fc\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b\u305f\u3081\u306e\u6570\u767e\u3082\u306e\u95a2\u6570\u3092\u5099\u3048\u305f\u3001\u9ad8\u901f\u3067\u8efd\u91cf\u306a\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a8\u30f3\u30b8\u30f3 WhiteboxTools \u3067\u3059\u3002\u72ec\u81ea\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u5316\u3057\u305f\u308a\u3001QGIS\u3001ArcGIS\u3001\u3042\u308b\u3044\u306f Python \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u30c4\u30fc\u30eb\u3092\u30d7\u30e9\u30b0\u30a4\u30f3\u3057\u305f\u308a\u3059\u308b\u306e\u304c\u304a\u597d\u304d\u306a\u65b9\u306b\u306f\u3001\u307e\u3055\u306b\u3046\u3063\u3066\u3064\u3051\u306e\u74b0\u5883\u3067\u3059\u3002.<\/p>\n\n\n\n<p>\u8ffd\u52a0\u6a5f\u80fd\u3082\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u3088\u308a\u9ad8\u5ea6\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306a\u5834\u5408\u306fToolset Extension\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084LIDAR\u5206\u985e\u306b\u53d6\u308a\u7d44\u3080\u5834\u5408\u306fWorkflows for Python Pro\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u6d17\u7df4\u3055\u308c\u305fGUI\u88fd\u54c1\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u3044\u3066\u69d8\u3005\u306a\u3082\u306e\u3092\u7d44\u307f\u7acb\u3066\u308b\u3053\u3068\u3092\u597d\u3080\u6280\u8853\u7cfb\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>WhiteboxTools\uff08\u30aa\u30fc\u30d7\u30f3\u30b3\u30a2\uff09\uff1a<\/strong> \u7121\u6599\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/li>\n\n\n\n<li><strong>Python \u306e\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc (WbW):<\/strong> \u7121\u6599<\/li>\n\n\n\n<li><strong>\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9 \u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u62e1\u5f35 (WTE):<\/strong> \u5e74\u9593\u30e9\u30a4\u30bb\u30f3\u30b9\u306f$500\uff08\u30b7\u30f3\u30b0\u30eb\u30b7\u30fc\u30c8\uff09+ \u8ffd\u52a0\u30b7\u30fc\u30c8$100\u304b\u3089<\/li>\n\n\n\n<li><strong>\u6c38\u4e45\u5358\u5ea7\uff1a <\/strong>$1,500 + \u8ffd\u52a0\u5e2d$300<\/li>\n\n\n\n<li><strong>\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30d7\u30ed\uff08WbW-Pro\uff09\uff1a<\/strong> 1\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a$500\u3001\u8ffd\u52a0\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a$100<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30af\u30ea\u30d7\u30c8\u53ef\u80fd\u3067\u8d85\u8efd\u91cf<\/li>\n\n\n\n<li>LIDAR\u3084\u30e9\u30b9\u30bf\u30fc\u3092\u591a\u7528\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6700\u9069<\/li>\n\n\n\n<li>QGIS\u3084ArcGIS\u3068\u306e\u7d71\u5408\u304c\u7c21\u5358<\/li>\n\n\n\n<li>\u660e\u78ba\u306a\u4fa1\u683c\u8a2d\u5b9a\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u57fa\u76e4<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u306aGIS\u3084\u5730\u56f3\u4f5c\u6210\u30c4\u30fc\u30eb\u3067\u306f\u306a\u3044<\/li>\n\n\n\n<li>\u5916\u90e8\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u7d44\u307f\u5408\u308f\u305b\u306a\u3044\u9650\u308a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u4e0d\u8981<\/li>\n\n\n\n<li>\u6700\u5927\u9650\u306e\u52b9\u679c\u3092\u5f97\u308b\u306b\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u77e5\u8b58\u304c\u5fc5\u8981<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.whiteboxgeo.com<\/li>\n\n\n\n<li>\u96fb\u5b50\u30e1\u30fc\u30eb: support@whiteboxgeo.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/100068976198746<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/whiteboxgeo<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/in\/john-lindsay-phd<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-14.png\" alt=\"\" class=\"wp-image-181985\" style=\"width:190px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-14.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-14-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-14-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/image-14-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">18. ArcGIS\u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n<p>ArcGIS Online\u306fEsri\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30c1\u30fc\u30e0\u30ef\u30fc\u30af\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5730\u56f3\u306e\u516c\u958b\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u69cb\u7bc9\u3001\u7a7a\u9593\u5206\u6790\u306e\u5b9f\u884c\u306a\u3069\u3001\u3059\u3079\u3066\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3084\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u63a5\u7d9a\u306b\u7169\u308f\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002ArcGIS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3068\u7dca\u5bc6\u306b\u9023\u643a\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u653f\u5e9c\u6a5f\u95a2\u3001\u516c\u5171\u4e8b\u696d\u3001\u4f01\u696d\u30c1\u30fc\u30e0\u306a\u3069\u3001\u5b89\u5168\u306a\u30ed\u30b0\u30a4\u30f3\u3001\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u3001\u305d\u3057\u3066\u5145\u5b9f\u3057\u305fIT\u7ba1\u7406\u6a5f\u80fd\u3092\u5099\u3048\u305f\u3001\u7d44\u7e54\u69cb\u9020\u3092\u5fc5\u8981\u3068\u3059\u308b\u7d44\u7e54\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5c0e\u5165\u3057\u305f\u3070\u304b\u308a\u306e\u65b9\u3084\u5c0f\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u3067\u4f5c\u696d\u3055\u308c\u3066\u3044\u308b\u65b9\u306b\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u5c11\u3057\u8907\u96d1\u306b\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u95b2\u89a7\u8005: \u30de\u30c3\u30d7\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30a2\u30d7\u30ea\u3092\u8868\u793a<\/li>\n\n\n\n<li>\u30a8\u30c7\u30a3\u30bf\u30fc: \u30c7\u30fc\u30bf\u3092\u7de8\u96c6\u3057\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b<\/li>\n\n\n\n<li>\u30d5\u30a3\u30fc\u30eb\u30c9\u30ef\u30fc\u30ab\u30fc: \u30e2\u30d0\u30a4\u30eb\u30c7\u30fc\u30bf\u53ce\u96c6\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u4f5c\u6210\u8005: \u30de\u30c3\u30d7\u306e\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3001\u57fa\u672c\u7684\u306a\u5206\u6790\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li>GIS Professional Basic\/Standard\/Advanced: ArcGIS Pro \u30c7\u30b9\u30af\u30c8\u30c3\u30d7 \u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u542b\u307e\u308c\u307e\u3059<\/li>\n\n\n\n<li>\u4fa1\u683c\u306f\u7d44\u7e54\u306e\u898f\u6a21\u3068\u30e6\u30fc\u30b6\u30fc\u6570\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Esri\u306e\u30b9\u30bf\u30c3\u30af\u5168\u4f53\u3068\u306e\u7dca\u5bc6\u306a\u7d71\u5408<\/li>\n\n\n\n<li>\u30c1\u30fc\u30e0\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u305f\u3081\u306e\u7d44\u307f\u8fbc\u307f\u306e\u5f79\u5272\u3068\u6a29\u9650<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5bfe\u5fdc\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5927\u898f\u6a21\u306b\u306a\u308b\u3068\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n\n\n\n<li>Esri \u4ee5\u5916\u306e\u30c4\u30fc\u30eb\u3068\u306e\u4e92\u63db\u6027\u304c\u9650\u3089\u308c\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9\u30e2\u30c7\u30eb\u306f\u5c0f\u898f\u6a21\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u8907\u96d1\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.esri.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/esrigis<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/Esri<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/esri<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/esrigram<\/li>\n\n\n\n<li>\u4f4f\u6240: Bracetown Business Park, Clonee, Dublin, D15 YDC1, Ireland<\/li>\n\n\n\n<li>\u96fb\u8a71\u756a\u53f7: +353 (0)1 8693900<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"725\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png\" alt=\"\" class=\"wp-image-168588\" style=\"aspect-ratio:1.0537942628073882;width:187px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png 764w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-300x285.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-13x12.png 13w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">19. Google Earth\u30a8\u30f3\u30b8\u30f3<\/h2>\n\n\n\n<p>Google Earth Engine \u306f\u3001Google \u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u81a8\u5927\u306a\u885b\u661f\u753b\u50cf\u3068\u74b0\u5883\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3057\u3001\u5730\u7403\u898f\u6a21\u307e\u305f\u306f\u5730\u57df\u898f\u6a21\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u30fb\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u6280\u8853\u30c1\u30fc\u30e0\u306f\u3001\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u753b\u50cf\u306b\u5bfe\u3057\u3066\u30ab\u30b9\u30bf\u30e0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u884c\u3057\u305f\u308a\u3001\u7d4c\u6642\u7684\u306a\u5909\u5316\u3092\u8ffd\u8de1\u3057\u305f\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u3067\u306f\u7ba1\u7406\u304c\u56f0\u96e3\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306b\u306f\u3001\u30a6\u30a7\u30d6\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf\u3001Python \u304a\u3088\u3073 JavaScript \u7528\u306e API\u3001\u305d\u3057\u3066\u81a8\u5927\u306a\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u5b9f\u306e\u3068\u3053\u308d\u3001Google Earth Engine \u306f\u3001\u68ee\u6797\u306e\u5909\u5316\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u6c34\u57df\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u9577\u5e74\u306b\u308f\u305f\u308b\u571f\u5730\u88ab\u8986\u306e\u6bd4\u8f03\u306a\u3069\u3001\u74b0\u5883\u3084\u571f\u5730\u5229\u7528\u306b\u95a2\u3059\u308b\u5e83\u7bc4\u306a\u7591\u554f\u3078\u306e\u7b54\u3048\u3092\u8ffd\u6c42\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u74b0\u5883\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u81a8\u5927\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u79fb\u52d5\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u540c\u6642\u306b\u3001Google Earth Engine \u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u30bf\u30b9\u30af\u304c\u5358\u7d14\u306a\u30dd\u30a4\u30f3\u30c8\u30a2\u30f3\u30c9\u30af\u30ea\u30c3\u30af\u30e1\u30cb\u30e5\u30fc\u3067\u306f\u306a\u304f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210\u3068\u5206\u6790\u30ed\u30b8\u30c3\u30af\u306e\u69cb\u7bc9\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u975e\u55b6\u5229\u76ee\u7684\u306e\u4f7f\u7528<\/strong>: \u5b66\u8853\u30fb\u7814\u7a76\u76ee\u7684\u3067\u306e\u4f7f\u7528\u306f\u7121\u6599\u3067\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u9650\u5b9a\uff1a<\/strong> \u5229\u7528\u6599\u91d1\u306e\u307f\u3002\u30d0\u30c3\u30c1\u307e\u305f\u306f\u30aa\u30f3\u30e9\u30a4\u30f3EECU\u30af\u30ec\u30b8\u30c3\u30c8\u306f\u542b\u307e\u308c\u307e\u305b\u3093\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b20\u4ef6\u306e\u540c\u6642\u5927\u5bb9\u91cfAPI\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u53ef\u80fd\u3067\u3059\u3002\u30d0\u30c3\u30c1\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30bf\u30b9\u30af\u306f\u53ef\u7528\u6027\u306b\u5fdc\u3058\u3066\u7570\u306a\u308a\u307e\u3059\u3002SLA\u306f\u3042\u308a\u307e\u305b\u3093\u3002VPC\u30b5\u30fc\u30d3\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3082\u3042\u308a\u307e\u305b\u3093\u3002.<\/li>\n\n\n\n<li><strong>\u57fa\u672c<\/strong>: \u6708\u984d $500\u3002100 EECU \u6642\u9593\u306e\u30d0\u30c3\u30c1\u30af\u30ec\u30b8\u30c3\u30c8\uff08\u6708\u9593\uff09\u300133 EECU \u6642\u9593\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30af\u30ec\u30b8\u30c3\u30c8\uff08\u6708\u9593\uff09\u3001100 GB \u306e Earth Engine \u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30af\u30ec\u30b8\u30c3\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3042\u305f\u308a\u6700\u5927 20 \u4ef6\u306e\u540c\u6642\u5927\u5bb9\u91cf API \u30ea\u30af\u30a8\u30b9\u30c8\u3002\u8acb\u6c42\u5148\u30a2\u30ab\u30a6\u30f3\u30c8\u3042\u305f\u308a\u6700\u5927 8 \u4ef6\u306e\u540c\u6642\u30d0\u30c3\u30c1\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30bf\u30b9\u30af\u3002SLA \u306a\u3057\u3002VPC Service Controls \u306a\u3057\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ed<\/strong>: \u6708\u984d $2000\u3002\u6708\u9593 500 EECU \u6642\u9593\u306e\u30d0\u30c3\u30c1\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u6708\u9593 166 EECU \u6642\u9593\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u304a\u3088\u3073 1 TB \u306e\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30af\u30ec\u30b8\u30c3\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3042\u305f\u308a\u6700\u5927 500 \u4ef6\u306e\u540c\u6642\u5927\u5bb9\u91cf API \u30ea\u30af\u30a8\u30b9\u30c8\u3002\u8acb\u6c42\u5148\u30a2\u30ab\u30a6\u30f3\u30c8\u3042\u305f\u308a\u6700\u5927 20 \u4ef6\u306e\u540c\u6642\u30d0\u30c3\u30c1\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30bf\u30b9\u30af\u3002SLA \u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002VPC Service Controls \u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ec\u30df\u30a2\u30e0<\/strong>: \u6599\u91d1\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u3059\u3002\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u5236\u9650\u3001SLA\u3001\u304a\u3088\u3073\u5236\u5fa1\u306f\u5951\u7d04\u306b\u57fa\u3065\u3044\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306fGoogle\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u885b\u661f\u304a\u3088\u3073\u74b0\u5883\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5927\u898f\u6a21\u306a\u30a2\u30fc\u30ab\u30a4\u30d6\u306b 1 \u304b\u6240\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u51e6\u7406\u306a\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u5236\u9650\u306f\u305d\u308c\u307b\u3069\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u3002.<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e Python \u304a\u3088\u3073 JavaScript \u306e API\u3002.<\/li>\n\n\n\n<li>\u9577\u671f\u306e\u6642\u7cfb\u5217\u5206\u6790\u3084\u5927\u898f\u6a21\u5730\u57df\u306e\u7814\u7a76\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u307b\u3068\u3093\u3069\u306e\u4f5c\u696d\u306b\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u6280\u8853\u8005\u4ee5\u5916\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u969c\u58c1\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5546\u696d\u5229\u7528\u306e\u5834\u5408\u3001\u51e6\u7406\u304c\u91cd\u3044\u3068\u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: earthengine.google.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"439\" height=\"115\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png\" alt=\"\" class=\"wp-image-156082\" style=\"aspect-ratio:3.817774154097024;width:319px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png 439w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra--300x79.png 300w\" sizes=\"(max-width: 439px) 100vw, 439px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">20. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n<p>Picterra\u306f\u3001\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u3092\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u3066\u5b9f\u7528\u7684\u306a\u77e5\u898b\u3078\u3068\u5909\u63db\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305fGeoAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u753b\u50cf\u5185\u306e\u7269\u4f53\u3001\u5909\u5316\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u5e83\u7bc4\u56f2\u304b\u3064\u7e70\u308a\u8fd4\u3057\u306e\u671f\u9593\u306b\u308f\u305f\u3063\u3066\u691c\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u72b6\u6cc1\u3067\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305fAI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u3092\u57fa\u76e4\u3068\u3057\u3066\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u7d50\u679c\u3092\u65e2\u5b58\u306e\u904b\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u9023\u643a\u3055\u305b\u307e\u3059\u3002Picterra\u306f\u3001\u5358\u767a\u7684\u306a\u624b\u4f5c\u696d\u306b\u3088\u308b\u30c1\u30a7\u30c3\u30af\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u3088\u308a\u4f53\u7cfb\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Picterra\u3092\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u30c1\u30fc\u30e0\u306f\u3001\u571f\u5730\u5229\u7528\u3001\u74b0\u5883\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u76e3\u8996\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u56f3\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5185\u3067\u691c\u51fa\u5668\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u753b\u50cf\u5185\u306e\u7279\u5b9a\u306e\u7279\u5fb4\u3084\u72b6\u614b\u3092\u8b58\u5225\u3055\u305b\u3001\u305d\u308c\u3089\u306e\u691c\u51fa\u5668\u3092\u8907\u6570\u306e\u5730\u57df\u306b\u9069\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u8a73\u7d30\u306a\u30ec\u30d3\u30e5\u30fc\u304c\u5fc5\u8981\u306a\u7b87\u6240\u3092\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002Picterra\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u8a2d\u5b9a\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u660e\u78ba\u306a\u7406\u89e3\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7814\u7a76\u30c1\u30fc\u30e0\u4ee5\u5916\u306e\u30c1\u30fc\u30e0\u3067\u3082AI\u30d9\u30fc\u30b9\u306e\u753b\u50cf\u5206\u6790\u3092\u3088\u308a\u5229\u7528\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>Picterra\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u4fa1\u683c\u8a2d\u5b9a\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u6599\u91d1\u306f\u3001\u5229\u7528\u7bc4\u56f2\u3001\u51e6\u7406\u3059\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u76e3\u8996\u306e\u898f\u6a21\u3001\u5fc5\u8981\u306a\u30b5\u30dd\u30fc\u30c8\u3084\u7d71\u5408\u306e\u30ec\u30d9\u30eb\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5408\u308f\u305b\u305f\u4fa1\u683c\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u306f\u3001Picterra\u306b\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u306b\u304a\u3051\u308b AI \u30d9\u30fc\u30b9\u306e\u691c\u51fa\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u4e00\u5ea6\u9650\u308a\u306e\u5206\u6790\u3067\u306f\u306a\u304f\u3001\u7e70\u308a\u8fd4\u3057\u306e\u76e3\u8996\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u306e\u7d50\u679c\u3092\u904b\u7528\u30c7\u30fc\u30bf\u3084 ESG \u95a2\u9023\u30c7\u30fc\u30bf\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3059\u3079\u3066\u3092\u30bc\u30ed\u304b\u3089\u69cb\u7bc9\u305b\u305a\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u753b\u50cf\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c1\u30fc\u30e0\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u305d\u308c\u3067\u3082\u3001\u4f55\u3092\u691c\u51fa\u3057\u76e3\u8996\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n\n\n\n<li>AI \u99c6\u52d5\u578b\u753b\u50cf\u5206\u6790\u4ee5\u5916\u306e\u4e00\u822c\u7684\u306a GIS \u4f5c\u696d\u306b\u306f\u3042\u307e\u308a\u5411\u3044\u3066\u3044\u307e\u305b\u3093\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ai<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/picterra<\/li>\n\n\n\n<li>\u4f4f\u6240: Chem. des Plaines 15, 1007 \u30ed\u30fc\u30b6\u30f3\u30cc \u30b9\u30a4\u30b9<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"332\" height=\"152\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/05\/UP42-GmbH.png\" alt=\"\" class=\"wp-image-156386\" style=\"aspect-ratio:2.1843322709982522;width:254px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/05\/UP42-GmbH.png 332w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/05\/UP42-GmbH-300x137.png 300w\" sizes=\"(max-width: 332px) 100vw, 332px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">21. UP42<\/h2>\n\n\n\n<p>UP42\u306f\u3001\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30bf\u30b9\u30af\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u305d\u3057\u3066\u51e6\u7406\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3057\u305f\u5730\u7403\u89b3\u6e2c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u69d8\u3005\u306a\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u305f\u308a\u3001\u65b0\u3057\u3044\u885b\u661f\u753b\u50cf\u3092\u6ce8\u6587\u3057\u305f\u308a\u3001\u51e6\u7406\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306e\u30cf\u30d6\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u306e\u914d\u4fe1\u65b9\u6cd5\u3092\u6a19\u6e96\u5316\u3059\u308b\u3088\u3046\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5143\u306e\u30bd\u30fc\u30b9\u304c\u7570\u306a\u3063\u3066\u3044\u3066\u3082\u3001\u4e00\u8cab\u3057\u305f\u5f62\u5f0f\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306fAPI\u3068Python SDK\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001UP42\u3092\u65e2\u5b58\u306e\u6280\u8853\u30b7\u30b9\u30c6\u30e0\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002.<\/p>\n\n\n\n<p>UP42\u306f\u3001\u5b9f\u969b\u306e\u4f7f\u7528\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3068\u305d\u308c\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30d5\u30e9\u306e\u4e21\u65b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c1\u30fc\u30e0\u3001\u7279\u306b\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6271\u3046\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5404\u885b\u661f\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u500b\u5225\u306b\u4ea4\u6e09\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5358\u4e00\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u4f5c\u696d\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306b\u306f\u62e1\u5f35\u6a5f\u80fd\u3084\u5206\u6790\u30d6\u30ed\u30c3\u30af\u306a\u3069\u306e\u51e6\u7406\u30aa\u30d7\u30b7\u30e7\u30f3\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5206\u6790\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u4e00\u90e8\u3092\u540c\u3058\u74b0\u5883\u5185\u3067\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u7d14\u7c8b\u306b\u5b66\u8853\u7684\u306a\u5206\u6790\u3068\u3044\u3046\u3088\u308a\u3082\u3001\u904b\u7528\u4e2d\u306e\u5730\u7403\u89b3\u6e2c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u305f\u5b9f\u7528\u7684\u306a\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u767a\u898b\u8a08\u753b<\/strong>: \u767b\u9332\u306f\u7121\u6599\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63a2\u7d22\u3057\u3001\u30aa\u30fc\u30d7\u30f3\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u5354\u529b\u8005\u3092\u62db\u5f85\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30d7\u30e9\u30f3<\/strong>: \u30af\u30ec\u30b8\u30c3\u30c8\u3067\u304a\u652f\u6255\u3044\u3044\u305f\u3060\u304d\u307e\u3059\u3002Discovery\u30d7\u30e9\u30f3\u306e\u5168\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u5546\u7528\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u6a5f\u80fd\u3001\u512a\u5148\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306f\u4e0d\u8981\u3067\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8aac\u660e\u306b\u3042\u308b\u3088\u3046\u306b\u3001\u96a0\u308c\u305f\u30b3\u30b9\u30c8\u306f\u4e00\u5207\u3042\u308a\u307e\u305b\u3093\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u3068\u51e6\u7406\u306e\u6599\u91d1\u3092\u30af\u30ec\u30b8\u30c3\u30c8\u3067\u304a\u652f\u6255\u3044\u3044\u305f\u3060\u304d\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1 \u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u8907\u6570\u306e\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u4e0b\u6d41\u306e\u4f5c\u696d\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306e\u6a19\u6e96\u5316\u3055\u308c\u305f\u5f62\u5f0f\u3002.<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u9806\u5e8f\u4ed8\u3051\u3001\u7ba1\u7406\u3001\u304a\u3088\u3073\u51e6\u7406\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u306e\u7d71\u5408\u306e\u305f\u3081\u306e API \u304a\u3088\u3073 Python SDK\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306e\u7406\u89e3\u3082\u5fc5\u8981\u3067\u3059\u3002.<\/li>\n\n\n\n<li>\u793e\u5185\u306b\u6280\u8853\u30b9\u30ad\u30eb\u304c\u306a\u3044\u3068\u3001\u9ad8\u5ea6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u8907\u96d1\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: up42.com<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: contact@up42.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/up42Official<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/UP42_<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/up42<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/up42official<\/li>\n\n\n\n<li>\u4f4f\u6240\uff1aUmspannwerk Kreuzberg Ohlauer Str 43\u3001\u30d9\u30eb\u30ea\u30f3<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"249\" height=\"203\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/georetina.jpg\" alt=\"\" class=\"wp-image-182041\" style=\"aspect-ratio:1.2266184281425603;width:211px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/georetina.jpg 249w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/georetina-15x12.jpg 15w\" sizes=\"(max-width: 249px) 100vw, 249px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">22. \u30b8\u30aa\u30ec\u30c6\u30a3\u30fc\u30ca<\/h2>\n\n\n\n<p>GeoRetina\u306f\u3001Chat2Geo\u3068\u547c\u3070\u308c\u308bAI\u652f\u63f4\u30c4\u30fc\u30eb\u3092\u57fa\u76e4\u3068\u3057\u3066\u69cb\u7bc9\u3055\u308c\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304cGIS\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u3092\u4e00\u304b\u3089\u69cb\u7bc9\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5e73\u6613\u306a\u8a00\u8449\u3067\u7814\u7a76\u3057\u305f\u3044\u5185\u5bb9\u3092\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u74b0\u5883\u30ea\u30b9\u30af\u3001\u4fdd\u5168\u554f\u984c\u3001\u6c17\u5019\u95a2\u9023\u8a55\u4fa1\u306a\u3069\u306b\u53d6\u308a\u7d44\u3080\u3082\u306e\u306e\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u306e\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u4eba\u3005\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u51e6\u7406\u3068\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u306e\u69cb\u9020\u5316\u3055\u308c\u305f\u51fa\u529b\u306b\u5909\u63db\u3059\u308bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>GeoRetina\u3092\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4f7f\u3046\u3068\u3001\u5f93\u6765\u306eGIS\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3088\u308a\u3082\u3001\u307e\u308b\u3067\u4f1a\u8a71\u3092\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u611f\u899a\u306b\u306a\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u304c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u7279\u5b9a\u306e\u5730\u57df\u5468\u8fba\u306e\u6d2a\u6c34\u30ea\u30b9\u30af\u3092\u8abf\u3079\u305f\u308a\u3001\u68ee\u6797\u88ab\u8986\u306e\u5909\u5316\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3059\u308b\u3068\u3001\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u5927\u90e8\u5206\u3092\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u51e6\u7406\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u660e\u3089\u304b\u306b\u6280\u8853\u7684\u306a\u969c\u58c1\u3092\u4e0b\u3052\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u4ee3\u511f\u3068\u3057\u3066\u3001\u3059\u3079\u3066\u306e\u51e6\u7406\u30b9\u30c6\u30c3\u30d7\u3092\u53b3\u5bc6\u306b\u624b\u52d5\u3067\u5236\u5fa1\u3057\u305f\u3044\u4e0a\u7d1a\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u3001\u5f93\u6765\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7GIS\u30c4\u30fc\u30eb\u306b\u6bd4\u3079\u3066\u30c4\u30fc\u30eb\u304c\u62bd\u8c61\u7684\u3059\u304e\u308b\u3068\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7121\u6599<\/strong>: 1\u56de\u9650\u308a\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u3002\u5730\u7406\u7a7a\u9593\u5206\u6790\u30ea\u30af\u30a8\u30b9\u30c83\u4ef6\u3001LLM\u30e1\u30c3\u30bb\u30fc\u30b810\u4ef6\u3001\u6700\u5927\u30a8\u30ea\u30a2\u30b5\u30a4\u30ba20 km\u00b2\u3001\u57fa\u672c\u7684\u306a\u74b0\u5883\u5206\u6790\u3001\u304a\u3088\u30731\u3064\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u542b\u3080\u9ad8\u5ea6\u306a\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ed<\/strong>: \u6708\u984d$169\u3002\u6708\u959350\u4ef6\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u30ea\u30af\u30a8\u30b9\u30c8\u3001\u6708\u9593300\u4ef6\u306eLLM\u30e1\u30c3\u30bb\u30fc\u30b8\u30015GB\u306e\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u6700\u5927250km\u00b2\u306e\u30a8\u30ea\u30a2\u30b5\u30a4\u30ba\u3001\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u30a4\u30f3\u30b9\u30bf\u30f3\u30c8\u5206\u6790\u3001\u5c65\u6b74\u5206\u6790\u3001\u6708\u9593\u6700\u592730\u30b8\u30e7\u30d6\u306e\u30e9\u30b9\u30bf\u30fc\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u3001\u9ad8\u5ea6\u306a\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3001\u30e1\u30fc\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u4f01\u696d<\/strong>: \u30ab\u30b9\u30bf\u30e0\u4fa1\u683c\u3002Pro\u7248\u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790\u30ea\u30af\u30a8\u30b9\u30c8\u3001\u30ab\u30b9\u30bf\u30e0LLM\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u30ab\u30b9\u30bf\u30e0\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ab\u30b9\u30bf\u30e0\u30a8\u30ea\u30a2\u30b5\u30a4\u30ba\u3001\u4e88\u6e2c\u6a5f\u80fd\u3001\u30d5\u30eb\u30e9\u30b9\u30bf\u30fc\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u6a5f\u80fd\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3001\u30d7\u30ec\u30df\u30a2\u30e0\u30b5\u30dd\u30fc\u30c8\u3001\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u30a2\u30b0\u30ea\u30fc\u30e1\u30f3\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306f\u30b3\u30fc\u30c9\u3067\u306f\u306a\u304f\u81ea\u7136\u8a00\u8a9e\u3067\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5206\u6790\u3068\u30ec\u30dd\u30fc\u30c8\u5f62\u5f0f\u306e\u51fa\u529b\u3092 1 \u304b\u6240\u306b\u307e\u3068\u3081\u307e\u3059\u3002.<\/li>\n\n\n\n<li>GIS \u306b\u95a2\u3059\u308b\u6df1\u3044\u77e5\u8b58\u306e\u306a\u3044\u30c1\u30fc\u30e0\u3067\u3082\u53d6\u308a\u7d44\u307f\u3084\u3059\u3044\u3067\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u4f4d\u30d7\u30e9\u30f3\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30a8\u30ea\u30a2\u5236\u9650\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u306a\u8abf\u67fb\u304c\u5236\u9650\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059<\/li>\n\n\n\n<li>\u51e6\u7406\u624b\u9806\u3092\u5b8c\u5168\u306b\u624b\u52d5\u3067\u5236\u5fa1\u3057\u305f\u3044\u30e6\u30fc\u30b6\u30fc\u306f\u3001AI\u30ec\u30a4\u30e4\u30fc\u304c\u5236\u9650\u7684\u3060\u3068\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.georetina.com<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/GeoRetinaAI<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/georetina<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"158\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite.png\" alt=\"\" class=\"wp-image-180961\" style=\"aspect-ratio:2.0127583819602415;width:257px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite.png 318w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite-300x149.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite-18x9.png 18w\" sizes=\"(max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">23. \u30d7\u30e9\u30cd\u30c3\u30c8\u30a4\u30f3\u30b5\u30a4\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/h2>\n\n\n\n<p>Planet Insights Platform\u306f\u3001\u30c1\u30fc\u30e0\u304c\u885b\u661f\u753b\u50cf\u3068\u5206\u6790\u3092\u6271\u3046\u305f\u3081\u306e\u30b9\u30da\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5730\u7403\u89b3\u6e2c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u500b\u5225\u306b\u64cd\u4f5c\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u3001\u51e6\u7406\u3001\u64cd\u4f5c\u3092\u3059\u3079\u30661\u304b\u6240\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306fGIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u958b\u767a\u8005\u30c4\u30fc\u30eb\u3068\u3082\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u65e2\u5b58\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080\u969b\u306b\u5225\u9014\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u306a\u304f\u3001\u6642\u9593\u306e\u7bc0\u7d04\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Planet Insights Platform\u306f\u3001\u9577\u671f\u9593\u306b\u308f\u305f\u3063\u3066\u5e83\u5927\u306a\u5730\u57df\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3088\u304f\u5229\u7528\u3055\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u571f\u5730\u5229\u7528\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u5909\u5316\u3001\u74b0\u5883\u30d1\u30bf\u30fc\u30f3\u3092\u8ffd\u8de1\u3057\u3066\u3044\u308b\u4eba\u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30c1\u30a7\u30c3\u30af\u3092\u5b9f\u884c\u3057\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3067\u7d50\u679c\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5358\u767a\u306e\u8abf\u67fb\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u306e\u4e00\u90e8\u3068\u3057\u3066\u6271\u3046\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306bAPI\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u591a\u5c11\u306e\u6280\u8853\u7684\u306a\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u751f\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3092\u4e00\u304b\u3089\u884c\u3046\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76e3\u8996\u8a08\u753b\u30b0\u30ed\u30fc\u30d0\u30eb<\/strong>: $9 \u5e74\u9593650\u3002\u5229\u7528\u53ef\u80fd\u306a\u3059\u3079\u3066\u306e\u5730\u70b9\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002PlanetScope\u30c7\u30fc\u30bf\u3001\u904e\u53bb\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u30c7\u30fc\u30bf\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u671f\u9593\u4e2d\u306e\u65b0\u898f\u753b\u50cf\u3001\u6700\u5c0f\u9762\u7a4d0.01\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u3001Planet Insights Platform Basic\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u65b0\u898f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u300130\u65e5\u9593\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u76e3\u8996\u8a08\u753bTier 1<\/strong>: $9 \u5e74\u9593650\u300217\u5730\u70b9\u3092\u30ab\u30d0\u30fc\u3002PlanetScope\u30c7\u30fc\u30bf\u3001\u904e\u53bb\u306e\u5168\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u671f\u9593\u4e2d\u306e\u65b0\u898f\u753b\u50cf\u3001\u6700\u5c0f\u9762\u7a4d0.01\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u3001Planet Insights Platform Basic\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u65b0\u898f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u300130\u65e5\u9593\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u76e3\u8996\u8a08\u753b\u7b2c2\u6bb5\u968e<\/strong>: $5 \u5e74\u9593100\u300252\u5730\u70b9\u3092\u30ab\u30d0\u30fc\u3002PlanetScope\u30c7\u30fc\u30bf\u3001\u904e\u53bb\u306e\u5168\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u671f\u9593\u4e2d\u306e\u65b0\u898f\u753b\u50cf\u3001\u6700\u5c0f\u9762\u7a4d0.01\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u3001Planet Insights Platform Basic\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u65b0\u898f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u300130\u65e5\u9593\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u76e3\u8996\u8a08\u753b Tier 3<\/strong>: $2 \u5e74\u9593700\u3002186\u5730\u70b9\u3092\u30ab\u30d0\u30fc\u3002PlanetScope\u30c7\u30fc\u30bf\u3001\u904e\u53bb\u306e\u5168\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u671f\u9593\u4e2d\u306e\u65b0\u898f\u753b\u50cf\u3001\u6700\u5c0f\u9762\u7a4d0.01\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u3001Planet Insights Platform Basic\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u65b0\u898f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u300130\u65e5\u9593\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30c8\u30e9\u30a4\u30a2\u30eb\u3068\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u8a08\u753b\u306e\u63a2\u67fb<\/strong>: \u6708\u984d$28.33\u30c9\u30eb\u3001\u307e\u305f\u306f\u5e74\u984d$340\u30c9\u30eb\u3002\u6708\u9593\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\u6570\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5236\u9650\u3001\u516c\u958b\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u304a\u5ba2\u69d8\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u4f7f\u7528\u3001Planet\u30c7\u30fc\u30bf\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8cfc\u5165\u3001OAuth\u30af\u30e9\u30a4\u30a2\u30f3\u30c81\u3064\u3001\u30ab\u30bf\u30ed\u30b0\u3001\u7d71\u8a08\u3001\u30d7\u30ed\u30bb\u30b9\u306a\u3069\u306eAPI\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d7\u30e9\u30f3 \u30d9\u30fc\u30b7\u30c3\u30af<\/strong>: \u6708\u984d$91.67\u30c9\u30eb\u3001\u307e\u305f\u306f\u5e74\u984d$1100\u30c9\u30eb\u3002\u51e6\u7406\u304a\u3088\u3073\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4e0a\u9650\u304c\u5f15\u304d\u4e0a\u3052\u3089\u308c\u3001\u516c\u958b\u30c7\u30fc\u30bf\u3068\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3001Planet\u30c7\u30fc\u30bf\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8cfc\u5165\u304c\u53ef\u80fd\u3002\u6700\u59275\u3064\u306eOAuth\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u305d\u3057\u3066\u540c\u3058\u30b3\u30a2API\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d7\u30e9\u30f3 \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30b9\u30e2\u30fc\u30eb<\/strong>\u6708\u984d$458.33\u30c9\u30eb\u3001\u307e\u305f\u306f\u5e74\u984d$5500\u30c9\u30eb\u3002\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\u3068\u30ea\u30af\u30a8\u30b9\u30c8\u5236\u9650\u306e\u62e1\u5f35\u3001\u516c\u958b\u30c7\u30fc\u30bf\u3068\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3001Planet\u30c7\u30fc\u30bf\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8cfc\u5165\u3001\u6700\u592710\u500b\u306eOAuth\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0API\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d7\u30e9\u30f3 \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30e9\u30fc\u30b8<\/strong>: \u6708\u984d$916.67\u3001\u307e\u305f\u306f\u5e74\u984d$11,000\u3002\u3053\u306e\u30ea\u30b9\u30c8\u306e\u4e2d\u3067\u6700\u3082\u9ad8\u3044\u51e6\u7406\u304a\u3088\u3073\u30ea\u30af\u30a8\u30b9\u30c8\u5236\u9650\u3001\u516c\u958b\u30c7\u30fc\u30bf\u3068\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3001Planet\u30c7\u30fc\u30bf\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8cfc\u5165\u3001\u6700\u592750\u500b\u306eOAuth\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u304a\u3088\u3073\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0API\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Planet Insights \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092 1 \u3064\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306b\u7d71\u5408\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>GIS \u30b7\u30b9\u30c6\u30e0\u304a\u3088\u3073\u958b\u767a\u8005\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30f3\u5c64\u306b\u3088\u308a\u3001\u5c0f\u898f\u6a21\u304b\u3089\u5927\u898f\u6a21\u306e\u76e3\u8996\u30cb\u30fc\u30ba\u307e\u3067\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u904e\u53bb\u306e\u753b\u50cf\u3068\u65b0\u3057\u3044\u753b\u50cf\u3092\u540c\u3058\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5185\u3067\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52b9\u679c\u7684\u306a\u4f7f\u7528\u306b\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u7279\u306b API \u3092\u4f7f\u7528\u3057\u305f\u6280\u8853\u7684\u306a\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002.<\/li>\n\n\n\n<li>\u30ab\u30d0\u30fc\u7bc4\u56f2\u304c\u5e83\u304f\u306a\u308a\u3001\u4f7f\u7528\u91cf\u304c\u5897\u3048\u308b\u3068\u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.planet.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/PlanetLabs<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/planet<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/planet-labs<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/planetlabs<\/li>\n\n\n\n<li>\u4f4f\u6240: 645 Harrison Street 4\u968e \u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3, CA 94107<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Klarety.jpg\" alt=\"\" class=\"wp-image-182042\" style=\"width:206px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Klarety.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Klarety-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Klarety-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Klarety-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">24. \u30af\u30e9\u30ec\u30c6\u30a3<\/h2>\n\n\n\n<p>Klarety\u306f\u3001\u4f1a\u8a71\u578b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u57fa\u76e4\u3068\u3057\u305f\u5730\u7406\u7a7a\u9593AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u5f93\u6765\u306eGIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u8d77\u52d5\u3055\u305b\u308b\u4ee3\u308f\u308a\u306b\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u77e5\u308a\u305f\u3044\u5834\u6240\u306b\u3064\u3044\u3066\u5206\u304b\u308a\u3084\u3059\u3044\u8a00\u8449\u3067\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u885b\u661f\u753b\u50cf\u3001\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u81ea\u52d5\u5206\u6790\u3092\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u5730\u7406\u7a7a\u9593\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4ecb\u3057\u3066\u9023\u643a\u3055\u305b\u307e\u3059\u3002Klarety\u306f\u3001\u7a7a\u9593\u7684\u306a\u60c5\u5831\u3092\u8fc5\u901f\u306b\u5fc5\u8981\u3068\u3057\u306a\u304c\u3089\u3082\u3001\u5c02\u4efb\u306eGIS\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u304c\u5e38\u99d0\u3057\u3066\u3044\u306a\u3044\u30c1\u30fc\u30e0\u306b\u6700\u9069\u3067\u3059\u3002.<\/p>\n\n\n\n<p>Klarety\u306f\u3001\u5206\u6790\u4f5c\u696d\u3092\u6280\u8853\u30b7\u30b9\u30c6\u30e0\u306e\u64cd\u4f5c\u3068\u3044\u3046\u3088\u308a\u3082\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u9023\u643a\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u611f\u899a\u306b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u30ea\u30b9\u30af\u7ba1\u7406\u30c1\u30fc\u30e0\u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30a4\u30c8\u5468\u8fba\u306e\u571f\u5730\u5909\u5316\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3001\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306f\u3042\u308b\u5730\u57df\u306e\u690d\u751f\u3084\u6c34\u6307\u6a19\u306b\u3064\u3044\u3066\u8cea\u554f\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Klarety\u306f\u3001Google Earth Engine\u306a\u3069\u306e\u65e2\u5b58\u306e\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u57fa\u76e4\u3068\u3057\u3001\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3066\u5b9f\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u51e6\u7406\u901f\u5ea6\u306e\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u4e00\u90e8\u306e\u6280\u8853\u7cfb\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u4f1a\u8a71\u578b\u30ec\u30a4\u30e4\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u3088\u308a\u3082\u8a73\u7d30\u306a\u624b\u52d5\u5236\u5fa1\u3092\u6c42\u3081\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7121\u6599<\/strong>: $0\u3002\u885b\u661f\u30c7\u30fc\u30bf\u3068AI\u5206\u6790\u306e\u305f\u3081\u306e15\u30af\u30ec\u30b8\u30c3\u30c8\uff081\u56de\u9650\u308a\uff09\u3001\u6700\u59275\u3064\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30011GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3001NDVI\u3084NDWI\u306a\u3069\u306e\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u6307\u6a19\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u9650\u5b9a\u7684\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u5730\u7406\u7a7a\u9593\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001GEOJSON\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ed<\/strong>: \u6708\u984d$30\u3002\u885b\u661f\u30c7\u30fc\u30bf\u3068AI\u5206\u6790\u306e\u305f\u3081\u306e\u6708\u984d100\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u7121\u5236\u9650\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300110GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u62e1\u5f35\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001SAR\u30d9\u30fc\u30b9\u306e\u5909\u66f4\u691c\u51fa\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u5730\u7406\u7a7a\u9593\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u900f\u304b\u3057\u306a\u3057\u306e\u30ec\u30dd\u30fc\u30c8\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001GEOJSON\u3001SHP\u3001KML\u3001GPKG\u3001GeoTIFF\u3001COG\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u30b5\u30dd\u30fc\u30c8\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u512a\u5148\u30e1\u30fc\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u4f01\u696d<\/strong>: \u30ab\u30b9\u30bf\u30e0\u4fa1\u683c\u3002Pro \u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u30ab\u30b9\u30bf\u30e0\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u30b9\u30c8\u30ec\u30fc\u30b8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u5c0e\u5165\u3001\u30ab\u30b9\u30bf\u30e0\u7d71\u5408\u3068 API \u30a2\u30af\u30bb\u30b9\u3001\u5c02\u4efb\u306e\u30b5\u30af\u30bb\u30b9\u30c1\u30fc\u30e0\u3001SSO \u7d71\u5408\u3001SLA \u4fdd\u8a3c\u3001\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Klarety \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c1\u30fc\u30e0\u306f\u81ea\u7136\u8a00\u8a9e\u306e\u8cea\u554f\u3092\u901a\u3058\u3066\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u885b\u661f\u753b\u50cf\u3001AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30ec\u30dd\u30fc\u30c8\u3092 1 \u3064\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u6709\u6599\u30d7\u30e9\u30f3\u3067\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5f62\u5f0f\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u6280\u8853\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306f\u3001AI \u62bd\u8c61\u5316\u306f\u624b\u52d5\u306e GIS \u3088\u308a\u3082\u67d4\u8edf\u6027\u304c\u4f4e\u3044\u3068\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002.<\/li>\n\n\n\n<li>\u4e00\u90e8\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3068\u30b5\u30dd\u30fc\u30c8\u6a5f\u80fd\u306f\u6709\u6599\u30d7\u30e9\u30f3\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: klarety.ai<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: admin@klarety.ai<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/Klarety_AI<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/klarety<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/MAIA.jpg\" alt=\"\" class=\"wp-image-182043\" style=\"width:205px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/MAIA.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/MAIA-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/MAIA-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/MAIA-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">25. \u30de\u30a4\u30a2<\/h2>\n\n\n\n<p>MAIA\u306f\u3001\u5730\u7406\u7a7a\u9593\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u4f1a\u8a71\u5f62\u5f0f\u3067\u56de\u7b54\u3059\u308bAI\u30de\u30c3\u30d4\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5efa\u7bc9\u74b0\u5883\u3068\u6577\u5730\u95a2\u9023\u306e\u5206\u6790\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5f93\u6765\u306eGIS\u306e\u624b\u9806\u3092\u8e0f\u3080\u3053\u3068\u306a\u304f\u3001\u518d\u958b\u767a\u306e\u53ef\u80fd\u6027\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u72b6\u6cc1\u3001\u74b0\u5883\u4e0a\u306e\u5236\u7d04\u3092\u8abf\u67fb\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u72ec\u81ea\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u3092\u542b\u3080\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5730\u56f3\u3060\u3051\u3067\u306a\u304f\u69cb\u9020\u5316\u3055\u308c\u305f\u56de\u7b54\u3092\u8fd4\u3059\u305f\u3081\u3001\u4eba\u3005\u304c\u7a7a\u9593\u30c7\u30fc\u30bf\u3068\u95a2\u308f\u308b\u65b9\u6cd5\u3092\u5909\u9769\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p>MAIA\u30c4\u30fc\u30eb\u306f\u3001\u5834\u6240\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3082\u306e\u306e\u3001\u30ec\u30a4\u30e4\u30fc\u3084\u30d5\u30a1\u30a4\u30eb\u306e\u7ba1\u7406\u3092\u81ea\u3089\u884c\u3044\u305f\u304f\u306a\u3044\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u958b\u767a\u8005\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u592a\u967d\u5149\u767a\u96fb\u65bd\u8a2d\u3084\u518d\u958b\u767a\u30a8\u30ea\u30a2\u306e\u5019\u88dc\u5730\u3092\u8a55\u4fa1\u3059\u308b\u4eba\u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7528\u3044\u3066\u5c4b\u6839\u3001\u30ea\u30b9\u30af\u3001\u5236\u7d04\u306a\u3069\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002MAIA\u306f\u8cea\u7591\u5fdc\u7b54\u30d7\u30ed\u30bb\u30b9\u3092\u30ac\u30a4\u30c9\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u521d\u671f\u6bb5\u968e\u306e\u8abf\u67fb\u3092\u8fc5\u901f\u5316\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u8a73\u7d30\u306a\u6280\u8853\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u7d14\u7c8b\u306a\u4f1a\u8a71\u578b\u30c4\u30fc\u30eb\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>MAIA\u306f\u4fa1\u683c\u3092\u516c\u8868\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u76f4\u63a5\u306e\u9023\u7d61\u3084\u30c7\u30e2\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u4fa1\u683c\u306f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u30cb\u30fc\u30ba\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d9\u30eb\u306b\u57fa\u3065\u3044\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u3054\u8208\u5473\u306e\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30d7\u30e9\u30f3\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u3064\u3044\u3066MAIA\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u3044\u305f\u3060\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MAIA \u306f\u3001\u5730\u7406\u7a7a\u9593\u306b\u95a2\u3059\u308b\u8cea\u554f\u3092\u5e73\u6613\u306a\u8a00\u8449\u3067\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u69cb\u7bc9\u3055\u308c\u305f\u74b0\u5883\u3068\u30b5\u30a4\u30c8\u30ec\u30d9\u30eb\u306e\u5206\u6790\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u69cb\u9020\u5316\u3055\u308c\u305f\u56de\u7b54\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f1a\u8a71\u5f62\u5f0f\u3067\u306f\u3001\u5b8c\u5168\u306a\u6280\u8853\u7684\u306a GIS \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002.<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u30cb\u30c3\u30c1\u306a\u5206\u6790\u306b\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u5916\u90e8\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.maia-analytics.com<\/li>\n\n\n\n<li>\u96fb\u5b50\u30e1\u30fc\u30eb: info@maia-analytics.com<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/maia_analytics<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/maia-analytics-inc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Niantic-Spatial.jpg\" alt=\"\" class=\"wp-image-182044\" style=\"width:199px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Niantic-Spatial.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Niantic-Spatial-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Niantic-Spatial-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/Niantic-Spatial-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">26. \u30ca\u30a4\u30a2\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30b9\u30da\u30fc\u30b7\u30e3\u30eb<\/h2>\n\n\n\n<p>Niantic Spatial\u306f\u30013D\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u6e2c\u4f4d\u3001\u7a7a\u9593\u7406\u89e3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u5730\u7406\u7a7a\u9593AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u7a7a\u9593\u306e\u30c7\u30b8\u30bf\u30eb\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001\u5834\u6240\u3092\u8a73\u7d30\u306b\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002Niantic Spatial\u306f\u3001\u74b0\u5883\u3092\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u3057\u3066\u518d\u69cb\u7bc9\u3057\u3001\u4eba\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u6b63\u78ba\u306b\u4f4d\u7f6e\u7279\u5b9a\u3057\u3001\u7a7a\u9593\u5185\u306e3D\u30dd\u30a4\u30f3\u30c8\u306b\u610f\u5473\u3092\u4ed8\u4e0e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7269\u6d41\u3001\u7a7a\u9593\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u6ca1\u5165\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Niantic Spatial\u306f\u3001\u5f93\u6765\u306e\u5730\u56f3\u30d9\u30fc\u30b9\u306e\u5206\u6790\u3068\u306f\u7570\u306a\u308a\u3001\u6a5f\u68b0\u3068\u4eba\u304c\u7269\u7406\u7a7a\u9593\u3068\u3069\u306e\u3088\u3046\u306b\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u304b\u3092\u5206\u6790\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u5009\u5eab\u4f5c\u696d\u54e1\u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u5c4b\u5185\u3092\u79fb\u52d5\u3057\u3001GPS\u4fe1\u53f7\u304c\u5f31\u3044\u5834\u6240\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u5927\u898f\u6a21AR\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u7d4c\u9a13\u3092\u53cd\u6620\u3057\u3066\u304a\u308a\u3001\u885b\u661f\u753b\u50cf\u30682D\u5206\u6790\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306f\u7570\u306a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u7a7a\u9593\u7406\u89e3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>Niantic Spatial\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u3067\u6a19\u6e96\u4fa1\u683c\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u540c\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u4e00\u90e8\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u30d1\u30d6\u30ea\u30c3\u30afAPI\u3092\u901a\u3058\u3066\u3001\u7279\u5b9a\u306e\u5730\u57df\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u4fa1\u683c\u306f\u76f4\u63a5\u3054\u9023\u7d61\u306e\u4e0a\u3001\u5c0e\u5165\u7bc4\u56f2\u3001\u3054\u5229\u7528\u30b5\u30fc\u30d3\u30b9\u3001\u7d71\u5408\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Niantic Spatial \u306f\u3001\u8a73\u7d30\u306a 3D \u30de\u30c3\u30d4\u30f3\u30b0\u3068\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5f7c\u3089\u306e\u6280\u8853\u306f\u3001\u5e73\u9762\u5730\u56f3\u3092\u8d85\u3048\u305f\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u7a7a\u9593\u7406\u89e3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d3\u30b9\u306f\u3001API \u307e\u305f\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u901a\u3058\u3066\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3088\u308a\u7279\u6b8a\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u5358\u7d14\u306a 2D GIS \u30bf\u30b9\u30af\u306b\u306f\u9069\u3055\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5b9f\u88c5\u306b\u306f\u6280\u8853\u7684\u306a\u7d71\u5408\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.nianticspatial.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/nianticspatial<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/NianticSpatial<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/nianticspatialplatform<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/nianticspatial<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"946\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84-1024x946.png\" alt=\"\" class=\"wp-image-174701\" style=\"aspect-ratio:1.0824541745068605;width:201px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84-1024x946.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84-300x277.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84-768x709.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84-13x12.png 13w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/geowgs84.png 1150w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">27. GeoWGS84.ai<\/h2>\n\n\n\n<p>GeoWGS84.ai\u306f\u3001GIS\u753b\u50cf\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3068GeoAI\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u885b\u661f\u753b\u50cf\u3001\u822a\u7a7a\u753b\u50cf\u3001\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u7279\u5fb4\u62bd\u51fa\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u5206\u985e\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002GeoWGS84.ai\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u3067\u306f\u306a\u304f\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u5730\u7406\u7a7a\u9593\u89e3\u6790\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u30e9\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u3001\u30e2\u30c7\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001GeoWGS84.ai\u306b\u306f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u53ef\u8996\u5316\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3082\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u7d50\u679c\u306e\u78ba\u8a8d\u30921\u3064\u306e\u74b0\u5883\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u4e00\u90e8\u306e\u30c1\u30fc\u30e0\u306f\u3001\u5b8c\u5168\u306a\u6280\u8853\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u30bc\u30ed\u304b\u3089\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u8a66\u7528\u3057\u305f\u3044\u5834\u5408\u306b\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u306f\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u5efa\u7269\u306e\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u62bd\u51fa\u3092\u30c6\u30b9\u30c8\u3057\u3001\u74b0\u5883\u30b0\u30eb\u30fc\u30d7\u306f\u571f\u5730\u88ab\u8986\u30e2\u30c7\u30eb\u3084\u5c71\u706b\u4e8b\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002GeoWGS84.ai\u306fGIS\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3068AI\u30d9\u30fc\u30b9\u306e\u30e9\u30b9\u30bf\u30fc\u89e3\u6790\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c4\u30fc\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u76ee\u6a19\u3092\u65e2\u306b\u628a\u63e1\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u753b\u50cf\u3092\u591a\u7528\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7121\u6599<\/strong>\u6708\u984d$0\u30021GB\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001WMS\u304a\u3088\u3073WCS\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306b\u5fdc\u3058\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u30011GB\u3042\u305f\u308a$10\u306e\u51e6\u7406\u624b\u6570\u6599\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u57fa\u672c<\/strong>\u6708\u984d$15\u300210GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001WMS\u304a\u3088\u3073WCS\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306b\u5fdc\u3058\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u30011GB\u3042\u305f\u308a$1.5\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\u30011GB\u3042\u305f\u308a$8\u306e\u51e6\u7406\u8cbb\u7528\u3001\u30e1\u30fc\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u6a19\u6e96<\/strong>\u6708\u984d$100\u3002100GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001WMS\u304a\u3088\u3073WCS\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306b\u5fdc\u3058\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u30011GB\u3042\u305f\u308a$1\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\u30011GB\u3042\u305f\u308a$6\u306e\u51e6\u7406\u8cbb\u7528\u3001\u30e1\u30fc\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ec\u30df\u30a2\u30e0<\/strong>: \u6708\u984d$199\u3002500GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3001WMS\u304a\u3088\u3073WCS\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306b\u5fdc\u3058\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\uff081GB\u3042\u305f\u308a$0.40\uff09\u3001\u51e6\u7406\u624b\u6570\u6599\uff081GB\u3042\u305f\u308a$4\uff09\u3001\u30e1\u30fc\u30eb\u3068\u96fb\u8a71\u306b\u3088\u308b\u30d5\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e9\u30b9\u30bf\u30fc\u753b\u50cf\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3068\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u7279\u5fb4\u62bd\u51fa\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>WMS \u304a\u3088\u3073 WCS \u30a2\u30af\u30bb\u30b9\u306f\u3001\u7d50\u679c\u3092\u4ed6\u306e GIS \u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u5c64\u306b\u3088\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u62e1\u5927\u306b\u5408\u308f\u305b\u3066\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e2\u30c7\u30eb\u3092\u9069\u5207\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u4e0b\u4f4d\u30d7\u30e9\u30f3\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u304c\u5236\u9650\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.geowgs84.ai<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@geowgs84.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/people\/Geowgs84-Corp\/100069722621349<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/geowgs84-corp<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/geowgs84<\/li>\n\n\n\n<li>\u4f4f\u6240: 11973 South Longs Bluff Ln, Parker, CO, 80134<\/li>\n\n\n\n<li>\u96fb\u8a71\u756a\u53f7: 720 702 4849<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"135\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Ecopia-AI.png\" alt=\"\" class=\"wp-image-156031\" style=\"aspect-ratio:2.222363699502257;width:267px;height:auto\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">28. \u30a8\u30b3\u30d4\u30a2<\/h2>\n\n\n\n<p>Ecopia\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3092\u69cb\u9020\u5316\u3055\u308c\u305f\u5730\u56f3\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aGIS\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u5efa\u7269\u306e\u8f2a\u90ed\u3001\u571f\u5730\u88ab\u8986\u30ec\u30a4\u30e4\u30fc\u3001\u4ea4\u901a\u7db2\u306a\u3069\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u753b\u50cf\u3092\u51e6\u7406\u3057\u3001\u8a08\u753b\u3001\u5206\u6790\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306b\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u7d71\u5408\u3067\u304d\u308b\u8a73\u7d30\u306a\u5730\u56f3\u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Ecopia \u3092\u4f7f\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u5358\u767a\u306e\u5206\u6790\u7d50\u679c\u3067\u306f\u306a\u304f\u3001\u5e83\u7bc4\u56f2\u306b\u308f\u305f\u308b\u4e00\u8cab\u6027\u3068\u6a19\u6e96\u5316\u3055\u308c\u305f\u5730\u56f3\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u653f\u5e9c\u6a5f\u95a2\u306f\u30a4\u30f3\u30d5\u30e9\u8a08\u753b\u306b Ecopia \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u4e00\u65b9\u3001\u4fdd\u967a\u30b0\u30eb\u30fc\u30d7\u306f\u30ea\u30b9\u30af\u8a55\u4fa1\u306e\u305f\u3081\u306b\u30b8\u30aa\u30b3\u30fc\u30c9\u3068\u571f\u5730\u88ab\u8986\u30ec\u30a4\u30e4\u30fc\u306e\u69cb\u7bc9\u306b\u983c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Ecopia \u306f\u3001\u5b9f\u8df5\u7684\u306a\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u306e\u6a5f\u80fd\u3088\u308a\u3082\u3001GeoAI \u99c6\u52d5\u578b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001\u30c4\u30fc\u30eb\u306e\u4e2d\u6838\u3068\u306a\u308b\u5f79\u5272\u306f\u3001\u63d0\u4f9b\u3055\u308c\u308b\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u3042\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>Ecopia\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u3067\u6a19\u6e96\u4fa1\u683c\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u571f\u5730\u88ab\u8986\u30c7\u30fc\u30bf\u3001\u5efa\u7269\u30d9\u30fc\u30b9\u306e\u30b8\u30aa\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u4ea4\u901a\u6a5f\u80fd\u306a\u3069\u306e\u88fd\u54c1\u306f\u3001\u76f4\u63a5\u5951\u7d04\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u4fa1\u683c\u306f\u5730\u7406\u7684\u7bc4\u56f2\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u7bc4\u56f2\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306fEcopia\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u753b\u50cf\u304b\u3089\u69cb\u9020\u5316\u3055\u308c\u305f\u30d9\u30af\u30bf\u30fc \u30de\u30c3\u30d7 \u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3053\u308c\u3089\u306e\u51fa\u529b\u306f\u3001\u8a08\u753b\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073\u30ea\u30b9\u30af\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u88fd\u54c1\u306b\u306f\u3001\u5efa\u7269\u3001\u571f\u5730\u88ab\u8986\u3001\u4ea4\u901a\u306e\u7279\u5fb4\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0 \u30c7\u30fc\u30bf \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u3088\u308a\u9577\u3044\u8abf\u6574\u30b5\u30a4\u30af\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.ecopiatech.com<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/ecopiaAI<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/ecopia-ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/LYRASENSE.jpg\" alt=\"\" class=\"wp-image-181928\" style=\"width:185px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/LYRASENSE.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/LYRASENSE-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/LYRASENSE-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/LYRASENSE-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">29. \u30e9\u30a4\u30e9\u30bb\u30f3\u30b9<\/h2>\n\n\n\n<p>Lyrasense\u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u5206\u6790\u3092\u69cb\u7bc9\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u5b9f\u7528\u7684\u306a\u51fa\u529b\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u3001GIS\u30c4\u30fc\u30eb\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u958b\u767a\u74b0\u5883\u3092\u884c\u304d\u6765\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4e00\u5143\u7ba1\u7406\u3057\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d9\u30fc\u30b9\u306eAI\u3092\u6d3b\u7528\u3057\u3001\u5206\u6790\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6bce\u56de\u30bc\u30ed\u304b\u3089\u59cb\u3081\u308b\u624b\u9593\u3092\u7701\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>Lyrasense\u306f\u3001\u690d\u751f\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u5909\u5316\u3001\u73fe\u5834\u306e\u6d3b\u52d5\u3092\u76e3\u8996\u3057\u3001\u9577\u3044\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u306a\u3057\u3067\u7d50\u679c\u3092\u5171\u6709\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30c1\u30fc\u30e0\u306b\u6700\u9069\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u540c\u3058\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5185\u3067\u5206\u6790\u3092\u5b9f\u884c\u3057\u3001\u5171\u540c\u4f5c\u696d\u3092\u884c\u3044\u3001\u51fa\u529b\u3092\u516c\u958b\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u7d99\u7d9a\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6280\u8853\u7684\u5236\u5fa1\u304c\u5fc5\u8981\u306a\u5834\u5408\u306b\u5099\u3048\u3066\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u74b0\u5883\u3082\u5099\u3048\u3066\u304a\u308a\u3001Lyrasense\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u30b7\u30b9\u30c6\u30e0\u3068\u5b8c\u5168\u30ab\u30b9\u30bf\u30e0\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b9\u30bf\u30c3\u30af\u306e\u4e2d\u9593\u7684\u306a\u5b58\u5728\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b9\u30bf\u30fc\u30bf\u30fc<\/strong>: \u6708\u984d$50\u3002\u5c11\u984d\u306e\u6708\u9593\u30af\u30ec\u30b8\u30c3\u30c8\u30d1\u30c3\u30af\u3001\u4e3b\u8981\u306a\u753b\u50cf\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306a\u3057\u3067\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u304a\u3088\u3073\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d7\u30ed<\/strong>: \u6708\u984d$330\u3002\u6708\u984d\u30af\u30ec\u30b8\u30c3\u30c8\u30d1\u30c3\u30af\u306e\u5897\u984d\u3001\u5546\u7528\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u30c7\u30d7\u30ed\u30a4\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30e2\u30fc\u30c9\u3001\u5927\u898f\u6a21\u307e\u305f\u306f\u8907\u96d1\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30c1\u30fc\u30e0<\/strong>: $5 \u6708\u984d500\u3002\u67d4\u8edf\u306a\u5229\u7528\u306e\u305f\u3081\u306e\u8ffd\u52a0\u30af\u30ec\u30b8\u30c3\u30c8\u3001\u6700\u592710\u30e6\u30fc\u30b6\u30fc\u307e\u3067\u306e\u5171\u6709\u74b0\u5883\u3001\u30c1\u30fc\u30e0\u7de8\u6210\u3068\u30a2\u30af\u30bb\u30b9\u7ba1\u7406\u3001\u30e2\u30c7\u30eb\u3068\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30c1\u30fc\u30e0\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30de\u30c3\u30d7\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u30a2\u30d7\u30ea\u7528\u306e\u5171\u6709\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lyrasense \u306f\u3001\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3001\u5206\u6790\u3001\u5c55\u958b\u3092 1 \u3064\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306b\u7d71\u5408\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u521d\u671f\u6bb5\u968e\u3067\u306e\u624b\u52d5\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5fc5\u8981\u6027\u3092\u8efd\u6e1b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u306f\u30c1\u30fc\u30e0\u30d9\u30fc\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u3088\u308a\u6280\u8853\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af \u30e2\u30fc\u30c9\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6708\u9593\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u9650\u5ea6\u984d\u306f\u3001\u5b9f\u884c\u3067\u304d\u308b\u5206\u6790\u306e\u91cf\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306a\u8a08\u753b\u306f\u5c0f\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n\n\n\n<li>AI \u3092\u52b9\u679c\u7684\u306b\u8a98\u5c0e\u3059\u308b\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u4f9d\u7136\u3068\u3057\u3066\u5206\u6790\u306e\u76ee\u6a19\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: lyrasense.com<\/li>\n\n\n\n<li>E\u30e1\u30fc\u30eb: info@lyrasense.com<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/LYRASENSE_AI<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/lyrasense<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>\u5730\u7406\u7a7a\u9593\u5206\u6790\u306f\u3001\u7279\u306bAI\u3068\u6700\u65b0\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c4\u30fc\u30eb\u306e\u7d71\u5408\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u9032\u6b69\u3057\u307e\u3057\u305f\u3002\u90fd\u5e02\u8a08\u753b\u3001\u8fb2\u696d\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3042\u3089\u3086\u308b\u5206\u91ce\u3067\u3001\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u5206\u6790\u3001\u6d3b\u7528\u65b9\u6cd5\u3092\u5909\u9769\u3057\u307e\u3059\u3002\u4eca\u65e5\u5229\u7528\u53ef\u80fd\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068AI\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001GIS\u306e\u5c02\u9580\u7684\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u3066\u3044\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u5730\u7406\u7a7a\u9593\u60c5\u5831\u304b\u3089\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u4f01\u696d\u3084\u7d44\u7e54\u304c\u4f4d\u7f6e\u60c5\u5831\u30c7\u30fc\u30bf\u306e\u91cd\u8981\u6027\u3092\u8a8d\u8b58\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u9069\u5207\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3078\u306e\u6295\u8cc7\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3088\u308a\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u3060\u3051\u3067\u306a\u304f\u3001\u307e\u3059\u307e\u3059\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u4e16\u754c\u3067\u7af6\u4e89\u529b\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u59cb\u3081\u305f\u3070\u304b\u308a\u3067\u3082\u3001\u73fe\u5728\u306e\u8a2d\u5b9a\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3057\u305f\u3044\u5834\u5408\u3067\u3082\u3001\u5229\u7528\u53ef\u80fd\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8abf\u3079\u308b\u3053\u3068\u3067\u3001\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u3082\u306e\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Navigating the world of geospatial analysis can feel like stepping into a different dimension\u2014where maps come alive with data and AI helps us see patterns that weren&#8217;t visible before. Whether you&#8217;re managing land use, tracking environmental changes, or planning urban development, the right geospatial tools can make a significant difference. This guide dives into the essential software and AI tools that are shaping the future of mapping and spatial data analysis. No fluff, just the facts you need to make informed decisions. 1. FlyPix AI At FlyPix AI, we specialize in geospatial analysis by leveraging artificial intelligence to transform geospatial data into actionable insights. Our platform is designed to assist [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":168594,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-168593","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 Geospatial Analysis Software and AI Tools for Mapping<\/title>\n<meta name=\"description\" content=\"Explore the leading geospatial analysis software and AI tools transforming mapping, spatial data, and geographic insights.\" \/>\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\/ja\/geospatial-analysis-software-tools\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Geospatial Analysis Software and AI Tools for Mapping\" \/>\n<meta property=\"og:description\" content=\"Explore the leading geospatial analysis software and AI tools transforming mapping, spatial data, and geographic insights.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/geospatial-analysis-software-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-28T18:18:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-29T15:26:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"45\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"The Ultimate Guide to Geospatial Analysis Software and AI Tools\",\"datePublished\":\"2026-01-28T18:18:52+00:00\",\"dateModified\":\"2026-01-29T15:26:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/\"},\"wordCount\":9097,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/\",\"name\":\"Top Geospatial Analysis Software and AI Tools for Mapping\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg\",\"datePublished\":\"2026-01-28T18:18:52+00:00\",\"dateModified\":\"2026-01-29T15:26:20+00:00\",\"description\":\"Explore the leading geospatial analysis software and AI tools transforming mapping, spatial data, and geographic insights.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#primaryimage\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg\",\"width\":2560,\"height\":1707},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/geospatial-analysis-software-tools\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/flypix.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Ultimate Guide to Geospatial Analysis Software and AI Tools\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"name\":\"Flypix\",\"description\":\"AN END-TO-END PLATFORM FOR ENTITY DETECTION, LOCALIZATION AND SEGMENTATION POWERED BY ARTIFICIAL INTELLIGENCE\",\"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\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\",\"name\":\"Flypix AI\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@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 Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@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\\\/ja\\\/author\\\/manager\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d7\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb","description":"\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3001\u5730\u7406\u7684\u306a\u6d1e\u5bdf\u3092\u5909\u9769\u3059\u308b\u4e3b\u8981\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u3092\u63a2\u7d22\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/flypix.ai\/ja\/geospatial-analysis-software-tools\/","og_locale":"ja_JP","og_type":"article","og_title":"Top Geospatial Analysis Software and AI Tools for Mapping","og_description":"Explore the leading geospatial analysis software and AI tools transforming mapping, spatial data, and geographic insights.","og_url":"https:\/\/flypix.ai\/ja\/geospatial-analysis-software-tools\/","og_site_name":"Flypix","article_published_time":"2026-01-28T18:18:52+00:00","article_modified_time":"2026-01-29T15:26:20+00:00","og_image":[{"width":2560,"height":1707,"url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg","type":"image\/jpeg"}],"author":"FlyPix AI Team","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"FlyPix AI Team","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"45\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#article","isPartOf":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/"},"author":{"name":"FlyPix AI Team","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3"},"headline":"The Ultimate Guide to Geospatial Analysis Software and AI Tools","datePublished":"2026-01-28T18:18:52+00:00","dateModified":"2026-01-29T15:26:20+00:00","mainEntityOfPage":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/"},"wordCount":9097,"commentCount":0,"publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"image":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg","articleSection":["Articles"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/","url":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/","name":"\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d7\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb","isPartOf":{"@id":"https:\/\/flypix.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#primaryimage"},"image":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg","datePublished":"2026-01-28T18:18:52+00:00","dateModified":"2026-01-29T15:26:20+00:00","description":"\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3001\u5730\u7406\u7684\u306a\u6d1e\u5bdf\u3092\u5909\u9769\u3059\u308b\u4e3b\u8981\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u3092\u63a2\u7d22\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/flypix.ai\/geospatial-analysis-software-tools\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#primaryimage","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/brandon-stoll-nKAKD5cCocU-unsplash-scaled.jpg","width":2560,"height":1707},{"@type":"BreadcrumbList","@id":"https:\/\/flypix.ai\/geospatial-analysis-software-tools\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/flypix.ai\/"},{"@type":"ListItem","position":2,"name":"The Ultimate Guide to Geospatial Analysis Software and AI Tools"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9","description":"\u4eba\u5de5\u77e5\u80fd\u3092\u6d3b\u7528\u3057\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u691c\u51fa\u3001\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","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":"ja"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ja","@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 \u30c1\u30fc\u30e0","image":{"@type":"ImageObject","inLanguage":"ja","@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\/ja\/author\/manager\/"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/168593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=168593"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/168593\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/168594"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=168593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=168593"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=168593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}