{"id":176419,"date":"2025-05-07T06:10:35","date_gmt":"2025-05-07T06:10:35","guid":{"rendered":"https:\/\/flypix.ai\/?p=176419"},"modified":"2025-05-07T11:18:40","modified_gmt":"2025-05-07T11:18:40","slug":"geoai-books","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/geoai-books\/","title":{"rendered":"\u4eba\u6c17\u306eGeoAI\u66f8\u7c4d\uff1a\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u5148\u99c6\u8005"},"content":{"rendered":"<p>\u5730\u7406\u7a7a\u9593\u4eba\u5de5\u77e5\u80fd\uff08GeoAI\uff09\u306f\u3001AI\u3068\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u90fd\u5e02\u8a08\u753b\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u9632\u707d\u3068\u3044\u3063\u305f\u5206\u91ce\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u66f8\u7c4d\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u7a7a\u9593\u5206\u6790\u3001\u305d\u3057\u3066\u5b9f\u4e16\u754c\u3078\u306e\u5fdc\u7528\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001GeoAI\u306b\u76f4\u63a5\u95a2\u9023\u3059\u308b\u5185\u5bb9\u304b\u3089\u53b3\u9078\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7b2c\u4e00\u7dda\u306e\u5c02\u9580\u5bb6\u306b\u3088\u3063\u3066\u57f7\u7b46\u3055\u308c\u305f\u3053\u308c\u3089\u306e\u66f8\u7c4d\u306f\u3001GeoAI\u306e\u767a\u5c55\u3092\u76ee\u6307\u3059\u5b66\u751f\u3001\u7814\u7a76\u8005\u3001\u305d\u3057\u3066\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u77e5\u8b58\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"180\" height=\"270\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Handbook-of-Geospatial-Artificial-Intelligence.jpg\" alt=\"\" class=\"wp-image-176422\" style=\"width:173px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Handbook-of-Geospatial-Artificial-Intelligence.jpg 180w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Handbook-of-Geospatial-Artificial-Intelligence-8x12.jpg 8w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u5b8b\u9ad8\u3001\u80e1\u82f1\u5091\u3001\u674e\u6587\u6587\u8457\u300e\u5730\u7406\u7a7a\u9593\u4eba\u5de5\u77e5\u80fd\u30cf\u30f3\u30c9\u30d6\u30c3\u30af\u300f&nbsp;<\/h2>\n\n\n\n<p>2023\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u3053\u306e\u5305\u62ec\u7684\u306a\u30cf\u30f3\u30c9\u30d6\u30c3\u30af\u306f\u3001\u5b8b\u9ad8\u3001\u80e1\u82f1\u5091\u3001\u674e\u6587\u6587\u304c\u7de8\u96c6\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u304b\u3089\u7a7a\u9593\u53ef\u8996\u5316\u307e\u306730\u4ee5\u4e0a\u306e\u30c8\u30d4\u30c3\u30af\u3092\u7db2\u7f85\u3057\u305fGeoAI\u306e\u6c7a\u5b9a\u7248\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002AI\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u6280\u8853\u3092\u7d71\u5408\u3057\u3001GeoAI\u306e\u7406\u8ad6\u7684\u57fa\u790e\u3068\u5b9f\u8df5\u7684\u306a\u5fdc\u7528\u3092\u4f53\u7cfb\u7684\u306b\u63a2\u6c42\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u74b0\u5883\u89b3\u6e2c\u3001\u793e\u4f1a\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u707d\u5bb3\u5bfe\u5fdc\u306b\u95a2\u3059\u308b\u30b3\u30fc\u30c9\u4f8b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5b9f\u8df5\u7684\u306a\u5b66\u7fd2\u306b\u6700\u9069\u3067\u3059\u3002\u30c8\u30c3\u30d7\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306b\u3088\u308b\u5bc4\u7a3f\u306b\u3088\u308a\u3001\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067GeoAI\u3092\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306e\u5fc5\u643a\u66f8\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GeoAI\u306e\u7406\u8ad6\u3068\u5fdc\u7528\u306b\u95a2\u3059\u308b30\u4ee5\u4e0a\u306e\u7ae0<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u4f8b\u3068\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u74b0\u5883\u304a\u3088\u3073\u707d\u5bb3\u5bfe\u5fdc\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>GeoAI\u306e\u4ee3\u8868\u7684\u306a\u5b66\u8005\u306b\u3088\u308b\u57f7\u7b46<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">&nbsp;\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1acrcpress.com\/Handbook-of-Geospatial-Artificial-Intelligence\/Gao-Hu-Li\/p\/book\/9781032311661<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: CRC Press<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30cf\u30fc\u30c9\u30ab\u30d0\u30fc\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-032-31166-1<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: 448<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GeoAI\u306e\u7814\u7a76\u8005\u304a\u3088\u3073\u6559\u80b2\u8005<\/li>\n\n\n\n<li>\u5305\u62ec\u7684\u306aGeoAI\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u6c42\u3081\u308b\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5b66\u3076\u5b66\u751f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"830\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS-830x1024.jpg\" alt=\"\" class=\"wp-image-176423\" style=\"width:200px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS-830x1024.jpg 830w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS-243x300.jpg 243w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS-768x947.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS-10x12.jpg 10w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geospatial-Data-Analytics-on-AWS.jpg 1103w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. AWS \u3067\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790 (Scott Bateman\u3001Janahan Gnanachandran\u3001Jeff DeMuth \u8457)&nbsp;<\/h2>\n\n\n\n<p>\u30b9\u30b3\u30c3\u30c8\u30fb\u30d9\u30a4\u30c8\u30de\u30f3\u3001\u30b8\u30e3\u30ca\u30cf\u30f3\u30fb\u30b0\u30ca\u30ca\u30c1\u30e3\u30f3\u30c9\u30e9\u30f3\u3001\u30b8\u30a7\u30d5\u30fb\u30c7\u30e0\u30b9\u306b\u3088\u308b2023\u5e74\u520a\u884c\u306e\u672c\u66f8\u306f\u3001AWS\u4e0a\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30c4\u30fc\u30eb\u3092\u7528\u3044\u305f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3068\u5206\u6790\u3092\u63a2\u6c42\u3057\u3066\u3044\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7db2\u7f85\u3057\u3001GeoAI\u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u5b9f\u7528\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306f\u3001SageMaker\u3084GeoSpatial ML\u3068\u3044\u3063\u305fAWS\u30b5\u30fc\u30d3\u30b9\u306b\u95a2\u3059\u308b\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306b\u52a0\u3048\u3001\u90fd\u5e02\u5206\u6790\u3084\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001GeoAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u74b0\u5883\u306b\u9069\u7528\u3059\u308b\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u5fc5\u643a\u306e\u66f8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AWS\u30af\u30e9\u30a6\u30c9\u30c4\u30fc\u30eb\u3067GeoAI\u306b\u6ce8\u529b<\/li>\n\n\n\n<li>\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u90fd\u5e02\u3068\u74b0\u5883\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGeoAI\u306b\u5b9f\u7528\u7684<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1apacktpub.com\/product\/geospatial-data-analytics-on-aws\/9781804613825<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Packt Publishing<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-80461-382-5<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04320<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>\u90fd\u5e02\u5206\u6790\u306e\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>GeoAI \u5b9f\u8df5\u8005\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u62e1\u5f35<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"680\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography-680x1024.webp\" alt=\"\" class=\"wp-image-176424\" style=\"width:197px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography-680x1024.webp 680w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography-199x300.webp 199w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography-768x1157.webp 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography-8x12.webp 8w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-Human-Geography.webp 827w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. GeoAI\u3068\u4eba\u6587\u5730\u7406\u5b66\uff1a\u65b0\u305f\u306a\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u6642\u4ee3\u306e\u5e55\u958b\u3051\uff08\u30b7\u30e3\u30aa\u30fb\u30db\u30a2\u30f3\u8457\uff09&nbsp;<\/h2>\n\n\n\n<p>2025\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u30b7\u30e3\u30aa\u30fb\u30db\u30a2\u30f3\u8457\u306e\u672c\u66f8\u306f\u3001\u707d\u5bb3\u7ba1\u7406\u3001\u6c17\u5019\u5909\u52d5\u9069\u5fdc\u3001\u90fd\u5e02\u8a08\u753b\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u4eba\u6587\u5730\u7406\u5b66\u306b\u304a\u3051\u308bGeoAI\u306e\u5909\u9769\u7684\u5f79\u5272\u3092\u691c\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002AI\u304c\u7a7a\u9593\u77e5\u80fd\u3092\u3069\u306e\u3088\u3046\u306b\u5f37\u5316\u3059\u308b\u304b\u3092\u63a2\u308a\u3001\u4eba\u9593\u3068\u74b0\u5883\u306e\u76f8\u4e92\u4f5c\u7528\u306b\u95a2\u3059\u308b\u65b0\u305f\u306a\u8996\u70b9\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u4e2d\u5fc3\u306eGeoAI\u7814\u7a76\u306e\u5f37\u529b\u306a\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u6d2a\u6c34\u4e88\u6e2c\u3068\u90fd\u5e02\u4ea4\u901a\u306b\u95a2\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u63b2\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u7406\u8ad6\u7684\u306a\u6d1e\u5bdf\u3068\u5b9f\u7528\u7684\u306aGeoAI\u30c4\u30fc\u30eb\u304c\u878d\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b66\u969b\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u793e\u4f1a\u5fdc\u7528\u306b\u7126\u70b9\u3092\u5f53\u3066\u306a\u304c\u3089\u5730\u7406\u5b66\u3068AI\u3092\u878d\u5408\u3055\u305b\u308b\u7814\u7a76\u8005\u3084\u5b66\u751f\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u4e00\u518a\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4eba\u6587\u5730\u7406\u5b66\u306b\u304a\u3051\u308bGeoAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>\u707d\u5bb3\u3068\u90fd\u5e02\u306e\u4e8b\u4f8b\u7814\u7a76\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u7a7a\u9593\u77e5\u80fd\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u63a2\u308b<\/li>\n\n\n\n<li>\u5927\u624b\u5b66\u8853\u51fa\u7248\u793e\u304b\u3089\u51fa\u7248<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1alink.springer.com\/book\/9783031874208<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Springer<\/li>\n\n\n\n<li>\u5e74: 2025<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30cf\u30fc\u30c9\u30ab\u30d0\u30fc\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-3-031-87420-8<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04300<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7406\u5b66\u8005\u3068\u90fd\u5e02\u8a08\u753b\u5bb6<\/li>\n\n\n\n<li>\u9632\u707d\u7ba1\u7406\u306e\u7814\u7a76\u8005<\/li>\n\n\n\n<li>GeoAI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u7d22\u3059\u308b\u5b66\u751f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"257\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Scalable-and-Intelligent-Geospatial-Analytics.webp\" alt=\"\" class=\"wp-image-176425\" style=\"width:212px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Scalable-and-Intelligent-Geospatial-Analytics.webp 180w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Scalable-and-Intelligent-Geospatial-Analytics-8x12.webp 8w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u9032\u6b69\uff08Surya S. Durbha\u3001Jibonananda Sanyal\u4ed6\uff09&nbsp;<\/h2>\n\n\n\n<p>2023\u5e74\u306b\u520a\u884c\u3055\u308c\u305f\u3053\u306e\u7de8\u96c6\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306f\u3001Surya S. Durbha\u3068Jibonananda Sanyal\u304c\u4e3b\u5c0e\u3057\u3001\u5927\u898f\u6a21\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aGeoAI\u6280\u8853\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3084\u90fd\u5e02\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u3044\u3063\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7db2\u7f85\u3057\u3001\u30c7\u30fc\u30bf\u91cf\u3068\u8907\u96d1\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u885b\u661f\u753b\u50cf\u89e3\u6790\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u707d\u5bb3\u5bfe\u5fdc\u306b\u95a2\u3059\u308b\u7814\u7a76\u8ad6\u6587\u304c\u63b2\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u5b9f\u8df5\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6271\u3046GeoAI\u306e\u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aGeoAI\u6280\u8853\u3092\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u304a\u3088\u3073\u707d\u5bb3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u7814\u7a76\u5fd7\u5411\u3067\u5b9f\u8df5\u7684\u306a\u6d1e\u5bdf\u529b\u3092\u6301\u3064<\/li>\n\n\n\n<li>\u4fe1\u983c\u3067\u304d\u308b\u51fa\u7248\u793e\u304b\u3089\u51fa\u7248<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1acrcpress.com\/Advances-in-Scalable-and-Intelligent-Geospatial-Analytics\/Durbha-Sanyal\/p\/book\/9781032200316<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: CRC Press<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30cf\u30fc\u30c9\u30ab\u30d0\u30fc\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-032-20031-6<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04400\u30da\u30fc\u30b8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306e\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aGeoAI\u306e\u7814\u7a76\u8005<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar-683x1024.jpg\" alt=\"\" class=\"wp-image-176426\" style=\"width:179px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar-683x1024.jpg 683w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar-200x300.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar-768x1152.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar-8x12.jpg 8w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-and-its-Role-in-Planetary-Health-by-Abhijeet-Sarkar.jpg 800w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. GeoAI\u3068\u60d1\u661f\u306e\u5065\u5eb7\u306b\u304a\u3051\u308b\u305d\u306e\u5f79\u5272\uff08\u30a2\u30d6\u30d2\u30b8\u30fc\u30c8\u30fb\u30b5\u30eb\u30ab\u30fc\u8457\uff09&nbsp;<\/h2>\n\n\n\n<p>2024\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u30a2\u30d6\u30d2\u30b8\u30fc\u30c8\u30fb\u30b5\u30eb\u30ab\u30fc\u306b\u3088\u308b\u672c\u66f8\u306f\u3001\u6c17\u5019\u5909\u52d5\u3084\u751f\u7269\u591a\u69d8\u6027\u306e\u55aa\u5931\u3068\u3044\u3063\u305f\u5730\u7403\u898f\u6a21\u306e\u5065\u5eb7\u8ab2\u984c\u3078\u306e\u53d6\u308a\u7d44\u307f\u306b\u304a\u3051\u308bGeoAI\u306e\u5f79\u5272\u3092\u691c\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u3092\u652f\u3048\u308bAI\u4e3b\u5c0e\u306e\u7a7a\u9593\u5206\u6790\u3092\u63a2\u6c42\u3057\u3066\u304a\u308a\u3001\u74b0\u5883GeoAI\u3068\u306e\u95a2\u9023\u6027\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u68ee\u6797\u4f10\u63a1\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u90fd\u5e02\u30d2\u30fc\u30c8\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u7814\u7a76\u8005\u3084\u653f\u7b56\u7acb\u6848\u8005\u306b\u3068\u3063\u3066\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u6301\u7d9a\u53ef\u80fd\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u672c\u66f8\u306e\u53d6\u308a\u7d44\u307f\u306f\u3001\u74b0\u5883\u79d1\u5b66\u306b\u304a\u3051\u308b\u65b0\u305f\u306aGeoAI\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7403\u306e\u5065\u5eb7\u306e\u305f\u3081\u306eGeoAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>\u74b0\u5883\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u76ee\u6a19\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u4e16\u754c\u7684\u306a\u8ab2\u984c\u3078\u306e\u95a2\u9023\u6027<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/GeoAI-Role-Planetary-Health-Sustainability\/dp\/B0DT6ZPH75<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: \u72ec\u7acb\u51fa\u7248<\/li>\n\n\n\n<li>\u5e74: 2024\u5e74<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 979-8-89699-263-9<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04200<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u6301\u7d9a\u53ef\u80fd\u6027\u306b\u95a2\u3059\u308b\u653f\u7b56\u7acb\u6848\u8005<\/li>\n\n\n\n<li>\u751f\u614b\u5b66\u306b\u304a\u3051\u308bGeoAI\u5b9f\u8df5\u8005<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"675\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences-675x1024.jpg\" alt=\"\" class=\"wp-image-176427\" style=\"width:201px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences-675x1024.jpg 675w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences-198x300.jpg 198w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences-768x1164.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences-8x12.jpg 8w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Deep-Learning-for-the-Earth-Sciences.jpg 897w\" sizes=\"(max-width: 675px) 100vw, 675px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u30b0\u30b9\u30bf\u30a6\u30fb\u30ad\u30e3\u30f3\u30d7\u30b9\uff1d\u30f4\u30a1\u30eb\u30b9\u3001\u30c7\u30f4\u30a3\u30b9\u30fb\u30c8\u30a5\u30a4\u30a2\u3001\u30b7\u30e3\u30aa\u30fb\u30b7\u30e3\u30f3\u30fb\u30c1\u30e5\u30fc\u8457\u300e\u5730\u7403\u79d1\u5b66\u306e\u305f\u3081\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u300f<\/h2>\n\n\n\n<p>2021\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u672c\u66f8\u306f\u3001\u30b0\u30b9\u30bf\u30a6\u30fb\u30ab\u30f3\u30d7\u30b9\uff1d\u30f4\u30a1\u30eb\u30b9\u3001\u30c7\u30f4\u30a3\u30b9\u30fb\u30c8\u30a5\u30a4\u30a2\u3001\u30b7\u30e3\u30aa\u30fb\u30b7\u30e3\u30f3\u30fb\u30c1\u30e5\u30fc\u306b\u3088\u308b\u3082\u306e\u3067\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u6c17\u5019\u79d1\u5b66\u3001\u5730\u7403\u79d1\u5b66\u306b\u304a\u3051\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u8df5\u7684\u306a\u30ac\u30a4\u30c9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002AI\u7406\u8ad6\u3068\u885b\u661f\u753b\u50cf\u89e3\u6790\u306a\u3069\u306e\u5fdc\u7528\u3092\u6a4b\u6e21\u3057\u3059\u308b\u672c\u66f8\u306f\u3001GeoAI\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u95a2\u9023\u6027\u304c\u9ad8\u3044\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u672c\u306b\u306f\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u5730\u8cea\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30b3\u30fc\u30c9\u4f8b\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u6c42\u3081\u308b\u5730\u7403\u79d1\u5b66\u8005\u3084 GeoAI \u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u4fa1\u5024\u306e\u3042\u308b\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u885b\u661f\u30c7\u30fc\u30bf\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u9069\u7528<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u4f8b\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u5b66\u969b\u7684\u306aGeoAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li>\u5730\u7403\u79d1\u5b66\u3067\u5e83\u304f\u5f15\u7528\u3055\u308c\u3066\u3044\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/Deep-Learning-Earth-Sciences-Comprehensive\/dp\/1119646146<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: \u30ef\u30a4\u30ea\u30fc<\/li>\n\n\n\n<li>\u5e74: 2021<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30cf\u30fc\u30c9\u30ab\u30d0\u30fc\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-119-64614-3<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: 432<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7403\u79d1\u5b66\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>GeoAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b66\u751f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python-830x1024.jpg\" alt=\"\" class=\"wp-image-176428\" style=\"width:215px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python-830x1024.jpg 830w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python-243x300.jpg 243w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python-768x947.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python-10x12.jpg 10w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Applied-Geospatial-Data-Science-with-Python.jpg 1103w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. Python\u306b\u3088\u308b\u5fdc\u7528\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08David S. Jordan\u8457\uff09<\/h2>\n\n\n\n<p>2023\u5e74\u306bDavid S. Jordan\u304c\u57f7\u7b46\u3057\u305f\u672c\u66f8\u306f\u3001Python\u3092\u7528\u3044\u305fGeoAI\u3068\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5b9f\u8df5\u7684\u306a\u30ac\u30a4\u30c9\u3067\u3042\u308a\u3001\u74b0\u5883\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u7a7a\u9593\u5206\u6790\u306e\u624b\u6cd5\u3092\u7db2\u7f85\u3057\u3066\u304a\u308a\u3001GeoAI\u3092\u5b9f\u8df5\u7684\u306b\u5b66\u3076\u5b66\u7fd2\u8005\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u672c\u306b\u306f\u3001\u6c5a\u67d3\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u751f\u606f\u5730\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30b3\u30fc\u30c9\u4f8b\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u6c42\u3081\u308b\u74b0\u5883\u79d1\u5b66\u8005\u3084 GeoAI \u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u306b\u3088\u308b\u5b9f\u8df5\u7684\u306aGeoAI<\/li>\n\n\n\n<li>\u74b0\u5883\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u95a2\u9023\u6027\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1apacktpub.com\/product\/applied-geospatial-data-science-with-python\/9781803238128<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Packt Publishing<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-80323-812-8<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04280<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>GeoAI\u306ePython\u30e6\u30fc\u30b6\u30fc<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5b66\u3076\u5b66\u751f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python-830x1024.jpg\" alt=\"\" class=\"wp-image-176429\" style=\"width:208px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python-830x1024.jpg 830w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python-243x300.jpg 243w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python-768x947.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python-10x12.jpg 10w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Learning-Geospatial-Analysis-with-Python.jpg 1103w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. Joel Lawhead\u8457\u300ePython\u3067\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5b66\u3076\u300f<\/h2>\n\n\n\n<p>Joel Lawhead\u8457\u306e2023\u5e74\u7248\uff08\u7b2c4\u7248\uff09\u306f\u3001GIS\u3068\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u3001Python\u3092\u7528\u3044\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068GeoAI\u306b\u95a2\u3059\u308b\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6280\u8853\u3092\u7db2\u7f85\u3057\u3001\u6700\u65b0\u306eGeoAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9069\u5408\u6027\u3092\u78ba\u4fdd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u7a7a\u9593\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u753b\u50cf\u51e6\u7406\u306b\u95a2\u3059\u308b\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u30b3\u30fc\u30c9\u4f8b\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5b66\u751f\u3084\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u5b9f\u8df5\u7684\u306a\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306eGeoAI\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u30c4\u30fc\u30eb\u3092\u53cd\u6620\u3057\u305f\u6700\u65b0\u306e\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u306b\u3088\u308b\u5305\u62ec\u7684\u306aGeoAI<\/li>\n\n\n\n<li>GIS\u3068\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u7b2c4\u7248\u3092\u66f4\u65b0<\/li>\n\n\n\n<li>\u5b9f\u8df5\u7684\u306a\u5b66\u7fd2\u306b\u6700\u9069<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1apacktpub.com\/product\/learning-geospatial-analysis-with-python-fourth-edition\/9781837639175<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Packt Publishing<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u7248: \u7b2c4\u7248<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-83763-917-5<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04450<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GIS\u306e\u5b66\u751f\u3068\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>GeoAI\u306ePython\u30e6\u30fc\u30b6\u30fc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"780\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis-780x1024.jpg\" alt=\"\" class=\"wp-image-176430\" style=\"width:209px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis-780x1024.jpg 780w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis-229x300.jpg 229w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis-768x1008.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis-9x12.jpg 9w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Python-for-Geospatial-Data-Analysis.jpg 1143w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306ePython\uff08\u30dc\u30cb\u30fc\u30fbP\u30fb\u30de\u30af\u30ec\u30a4\u30f3\u8457\uff09<\/h2>\n\n\n\n<p>2022\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u30dc\u30cb\u30fc\u30fbP\u30fb\u30de\u30af\u30ec\u30a4\u30f3\u8457\u306e\u672c\u66f8\u306f\u3001Python\u3092\u7528\u3044\u305fGeoAI\u3068\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u4f4d\u7f6e\u60c5\u5831\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u90fd\u5e02\u5206\u6790\u3078\u306e\u5fdc\u7528\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001GeoAI\u306e\u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u5206\u304b\u308a\u3084\u3059\u3044\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u90fd\u5e02\u8a08\u753b\u3068\u74b0\u5883\u5206\u6790\u306b\u95a2\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5c02\u9580\u5bb6\u3068\u5b66\u751f\u306e\u4e21\u65b9\u306b\u3068\u3063\u3066\u4fa1\u5024\u306e\u3042\u308b\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5206\u304b\u308a\u3084\u3059\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001GeoAI\u3092\u521d\u3081\u3066\u5b66\u3076\u65b9\u3084\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u3092\u6c42\u3081\u308b\u65b9\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u3067GeoAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>\u90fd\u5e02\u3068\u74b0\u5883\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u521d\u5fc3\u8005\u3067\u3082\u30a2\u30af\u30bb\u30b9\u53ef\u80fd<\/li>\n\n\n\n<li>\u4f4d\u7f6e\u60c5\u5831\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u5b9f\u7528\u7684<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/Python-Geospatial-Data-Analysis-Intelligence\/dp\/109810479X<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: O&#039;Reilly Media<\/li>\n\n\n\n<li>\u5e74: 2022<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-09810-479-5<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04300<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u90fd\u5e02\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>GeoAI\u3092\u5b66\u3076\u5b66\u751f<\/li>\n\n\n\n<li>\u4f4d\u7f6e\u60c5\u5831\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u5c02\u9580\u5bb6<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"664\" height=\"1000\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Machine-Learning-and-Image-Analysis-for-GeoAI.jpg\" alt=\"\" class=\"wp-image-176431\" style=\"width:193px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Machine-Learning-and-Image-Analysis-for-GeoAI.jpg 664w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Machine-Learning-and-Image-Analysis-for-GeoAI-199x300.jpg 199w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Advances-in-Machine-Learning-and-Image-Analysis-for-GeoAI-8x12.jpg 8w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. GeoAI\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u3068\u753b\u50cf\u89e3\u6790\u306e\u9032\u6b69\uff08Saurabh Prasad\u3001Jocelyn Chanussot\u3001Jun Li\u8457\uff09<\/h2>\n\n\n\n<p>2024\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u3001Saurabh Prasad\u3001Jocelyn Chanussot\u3001Jun Li\u306b\u3088\u308b\u672c\u66f8\u306f\u3001\u5730\u7406\u7a7a\u9593\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u304a\u3051\u308b\u753b\u50cf\u5206\u6790\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001GeoAI\u5411\u3051\u306e\u6700\u5148\u7aef\u306e\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u63a2\u6c42\u3057\u3066\u3044\u307e\u3059\u3002\u885b\u661f\u753b\u50cf\u3084\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3001\u571f\u5730\u88ab\u8986\u5206\u985e\u3084\u707d\u5bb3\u5bfe\u5fdc\u3068\u3044\u3063\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u5b9f\u8df5\u7684\u306a\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3068\u30b3\u30fc\u30c9\u4f8b\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046GeoAI\u5b9f\u8df5\u8005\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u6a5f\u68b0\u5b66\u7fd2\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u7814\u7a76\u8005\u3084\u5c02\u9580\u5bb6\u306b\u3068\u3063\u3066\u6709\u7528\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GeoAI\u753b\u50cf\u89e3\u6790\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>\u885b\u661f\u753b\u50cf\u306b\u95a2\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u5b9f\u7528\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3092\u63d0\u4f9b\u3059\u308b<\/li>\n\n\n\n<li>\u707d\u5bb3\u5bfe\u5fdc\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u9023\u00a0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1ashop.elsevier.com\/books\/advances-in-machine-learning-and-image-analysis-for-geoai\/prasad\/978-0-443-19077-3<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: \u30a8\u30eb\u30bc\u30d3\u30a2<\/li>\n\n\n\n<li>\u5e74: 2024\u5e74<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30cf\u30fc\u30c9\u30ab\u30d0\u30fc\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-0-323-85277-7<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04360\u30da\u30fc\u30b8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u753b\u50cf\u89e3\u6790\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u306b\u304a\u3051\u308bGeoAI\u306e\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u707d\u5bb3\u5bfe\u5fdc\u306e\u5c02\u9580\u5bb6<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u5730\u7403\u89b3\u6e2c\u753b\u50cf\u306e\u305f\u3081\u306eGeoAI\uff08Dalton Lunga\u3068Ronny H\u00e4nsch\u8457\uff09<\/h2>\n\n\n\n<p>\u30c0\u30eb\u30c8\u30f3\u30fb\u30eb\u30f3\u30ac\u3068\u30ed\u30cb\u30fc\u30fb\u30d8\u30f3\u30b7\u30e5\u306b\u3088\u308b2024\u5e74\u520a\u884c\u306e\u672c\u66f8\u306f\u3001\u5730\u7403\u89b3\u6e2c\u753b\u50cf\u306b\u304a\u3051\u308bGeoAI\u306e\u5fdc\u7528\u306b\u95a2\u3059\u308b\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3067\u3042\u308a\u3001\u885b\u661f\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u305f\u3081\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u7269\u4f53\u691c\u51fa\u3001\u5909\u5316\u691c\u51fa\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u3044\u3063\u305f\u6280\u8853\u3092\u7db2\u7f85\u3057\u3066\u304a\u308a\u3001GeoAI\u3092\u6d3b\u7528\u3057\u305f\u5730\u7403\u79d1\u5b66\u7814\u7a76\u306b\u975e\u5e38\u306b\u95a2\u9023\u6027\u306e\u9ad8\u3044\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u707d\u5bb3\u7ba1\u7406\u3068\u6c17\u5019\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u7814\u7a76\u8005\u3084\u5b9f\u52d9\u5bb6\u306b\u3068\u3063\u3066\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u308b\u305f\u3081\u3001\u5730\u7403\u89b3\u6e2c\u306b\u304a\u3051\u308bGeoAI\u306e\u767a\u5c55\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7403\u89b3\u6e2c\u306e\u305f\u3081\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>\u707d\u5bb3\u3068\u6c17\u5019\u306e\u4e8b\u4f8b\u7814\u7a76\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u5b9f\u8df5\u7684\u306a\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u00a0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/GeoAI-Earth-Observation-Imagery-Fundamentals-ebook\/dp\/B0DXDYSKB8<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Springer<\/li>\n\n\n\n<li>\u5e74: 2024\u5e74<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04320<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u5730\u7403\u79d1\u5b66\u8005<\/li>\n\n\n\n<li>\u707d\u5bb3\u7ba1\u7406\u306b\u304a\u3051\u308bGeoAI\u5b9f\u8df5\u8005<\/li>\n\n\n\n<li>\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u7814\u7a76\u8005<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"675\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society--675x1024.jpg\" alt=\"\" class=\"wp-image-176432\" style=\"width:186px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society--675x1024.jpg 675w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society--198x300.jpg 198w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society--768x1165.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society--8x12.jpg 8w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Geoinformatics-in-Sustainable-Ecosystem-and-Society-.jpg 827w\" sizes=\"(max-width: 675px) 100vw, 675px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u6301\u7d9a\u53ef\u80fd\u306a\u751f\u614b\u7cfb\u3068\u793e\u4f1a\u306b\u304a\u3051\u308b\u5730\u7406\u60c5\u5831\u5b66\uff08\u8b1d\u4e00\u4fca\u3001\u674e\u52c7\u4ed6\uff09<\/h2>\n\n\n\n<p>2020\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u3001Yichun Xie\u6c0f\u3001Yong Li\u6c0f\u3089\u306b\u3088\u308b\u7de8\u96c6\u8457\u4f5c\u96c6\u306f\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u751f\u614b\u7cfb\u3068\u793e\u4f1a\u958b\u767a\u306b\u304a\u3051\u308bGeoAI\u306e\u5fdc\u7528\u3092\u63a2\u6c42\u3057\u3066\u3044\u307e\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u3001\u8cc7\u6e90\u4fdd\u5168\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u3068\u7a7a\u9593\u5206\u6790\u3092\u7db2\u7f85\u3057\u3001\u5b66\u969b\u7684\u306a\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001\u751f\u7269\u591a\u69d8\u6027\u30de\u30c3\u30d4\u30f3\u30b0\u3084\u6301\u7d9a\u53ef\u80fd\u306a\u90fd\u5e02\u6210\u9577\u3068\u3044\u3063\u305f\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u7814\u7a76\u8ad6\u6587\u304c\u63b2\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u7814\u7a76\u8005\u3084\u653f\u7b56\u7acb\u6848\u8005\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u8cc7\u6599\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u66f8\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u3078\u306e\u91cd\u70b9\u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u8ab2\u984c\u3078\u306e\u53d6\u308a\u7d44\u307f\u306b\u304a\u3051\u308bGeoAI\u306e\u91cd\u8981\u306a\u5f79\u5272\u3068\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u305f\u3081\u306eGeoAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>\u751f\u7269\u591a\u69d8\u6027\u3068\u90fd\u5e02\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u542b\u3080<\/li>\n\n\n\n<li>\u5b66\u969b\u7684\u306a\u7814\u7a76\u8ad6\u6587<\/li>\n\n\n\n<li>\u74b0\u5883\u7ba1\u7406\u306b\u95a2\u9023\u3059\u308b\u00a0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/Geoinformatics-Sustainable-Ecosystem-Society-Communications\/dp\/9811561052<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Springer<\/li>\n\n\n\n<li>\u5e74: 2020<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-981-15-6105-4<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04460\u30da\u30fc\u30b8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u7814\u7a76\u8005<\/li>\n\n\n\n<li>GeoAI \u3092\u6d3b\u7528\u3059\u308b\u90fd\u5e02\u8a08\u753b\u8005<\/li>\n\n\n\n<li>\u6301\u7d9a\u53ef\u80fd\u6027\u306b\u95a2\u3059\u308b\u653f\u7b56\u7acb\u6848\u8005<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS-830x1024.jpg\" alt=\"\" class=\"wp-image-176433\" style=\"width:195px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS-830x1024.jpg 830w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS-243x300.jpg 243w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS-768x947.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS-10x12.jpg 10w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Esri-Advanced-Guide-to-Python-in-ArcGIS.jpg 1216w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. \u30c7\u30a4\u30d6\u30fb\u30af\u30ed\u30d5\u30a9\u30fc\u30c9\u3068\u30c0\u30cb\u30a8\u30eb\u30fb\u30e4\u30a6\u8457\u300eEsri ArcGIS Python \u4e0a\u7d1a\u30ac\u30a4\u30c9\u300f<\/h2>\n\n\n\n<p>Dave Crawford\u3068Daniel Yaw\u306b\u3088\u308b2023\u5e74\u306e\u672c\u66f8\u306f\u3001ArcGIS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067Python for GeoAI\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u30ac\u30a4\u30c9\u3067\u3059\u3002\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u3068\u7a7a\u9593\u5206\u6790\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001GIS\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u3068\u7a7a\u9593\u30d1\u30bf\u30fc\u30f3\u5206\u6790\u306e\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u624b\u6cd5\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u66f8\u306b\u306f\u3001ArcGIS\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u30b3\u30fc\u30c9\u30b5\u30f3\u30d7\u30eb\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u90fd\u5e02\u5206\u6790\u3084\u74b0\u5883\u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u8df5\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001GeoAI\u3092ArcGIS\u74b0\u5883\u306b\u7d71\u5408\u3059\u308bGIS\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ArcGIS\u3068Python\u3092\u4f7f\u3063\u305fGeoAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b<\/li>\n\n\n\n<li>GIS\u81ea\u52d5\u5316\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u90fd\u5e02\u3068\u74b0\u5883\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>ArcGIS \u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u5b9f\u7528\u7684<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u306e\u8a73\u7d30<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b\u5148\uff1aamazon.com\/Advanced-Guide-Python-ArcGIS\/dp\/1589488237<\/li>\n\n\n\n<li>\u51fa\u7248\u793e: Esri Press<\/li>\n\n\n\n<li>\u5e74: 2023<\/li>\n\n\n\n<li>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: \u30da\u30fc\u30d1\u30fc\u30d0\u30c3\u30af\u3001\u96fb\u5b50\u66f8\u7c4d<\/li>\n\n\n\n<li>ISBN: 978-1-58948-823-6<\/li>\n\n\n\n<li>\u30da\u30fc\u30b8\u6570: \u7d04400\u30da\u30fc\u30b8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab0\u306b\u6700\u9069\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ArcGIS \u3092\u4f7f\u7528\u3059\u308b GIS \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb<\/li>\n\n\n\n<li>\u7a7a\u9593\u5206\u6790\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/li>\n\n\n\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3059\u308bGeoAI\u5b9f\u8df5\u8005<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2022\/10\/flypixai-footer-logo-1.png\" alt=\"\" class=\"wp-image-155529\" style=\"width:339px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2022\/10\/flypixai-footer-logo-1.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2022\/10\/flypixai-footer-logo-1-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">FlyPix AI\u3088\u308a\uff1a\u6700\u5148\u7aef\u306e\u5730\u7406\u7a7a\u9593\u81ea\u52d5\u5316\u3067GeoAI\u3092\u5f37\u5316<\/h2>\n\n\n\n<p>\u3067 <a href=\"https:\/\/flypix.ai\/ja\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/a>\u306f\u3001NetSuite ERP\u30b7\u30b9\u30c6\u30e0\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u305f\u9769\u65b0\u7684\u306aAI\u642d\u8f09\u306e\u5730\u7406\u7a7a\u9593\u30fb\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001GeoAI\u306e\u767a\u5c55\u306b\u8ca2\u732e\u3067\u304d\u308b\u3053\u3068\u3092\u8a87\u308a\u306b\u601d\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u885b\u661f\u3001LiDAR\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3001\u8cc7\u7523\u8ffd\u8de1\u3001\u73fe\u5834\u76e3\u8996\u3001\u7269\u6d41\u6700\u9069\u5316\u3068\u3044\u3063\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u5909\u9769\u3057\u307e\u3059\u3002\u7269\u6d41\u3084\u5728\u5eab\u7ba1\u7406\u306a\u3069\u306e\u696d\u754c\u306f\u3001\u5728\u5eab\u914d\u5206\u5206\u6790\u3084\u914d\u9001\u30eb\u30fc\u30c8\u8a08\u753b\u3068\u3044\u3063\u305f\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u3092NetSuite\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u76f4\u63a5\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u305d\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f53\u793e\u306e\u30ce\u30fc\u30b3\u30fc\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u30ab\u30b9\u30bf\u30e0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3057\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u30843D\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u306a\u3069\u306e\u8996\u899a\u5316\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002NetSuite\u306eSuiteCloud\u304a\u3088\u3073GIS\u30b7\u30b9\u30c6\u30e0\u3068\u5b8c\u5168\u306b\u4e92\u63db\u6027\u306e\u3042\u308bFlyPix AI\u306f\u3001\u5b89\u5168\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u8fc5\u901f\u5316\u3068\u696d\u52d9\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3064\u9ad8\u7cbe\u5ea6\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GeoAI\u6587\u732e\u3068\u306e\u95a2\u9023<\/h3>\n\n\n\n<p>FlyPix AI\u306e\u6a5f\u80fd\u306f\u3001\u300cTop GeoAI Books: Pioneering Geospatial Intelligence\u300d\u306e\u8a18\u4e8b\u3067\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u308bGeoAI\u306e\u9032\u6b69\u3068\u6574\u5408\u3057\u3066\u3044\u307e\u3059\u3002\u300eHandbook of Geospatial Artificial Intelligence\u300f\u3084\u300eGeoAI for Earth Observation Imagery\u300f\u3068\u3044\u3063\u305f\u66f8\u7c4d\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u7a7a\u9593\u5206\u6790\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5730\u7406\u7a7a\u9593\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3053\u3068\u3068\u5171\u9cf4\u3057\u307e\u3059\u3002\u540c\u69d8\u306b\u3001\u300eGeospatial Data Analytics on AWS\u300f\u306f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30c4\u30fc\u30eb\u3092\u63a2\u6c42\u3057\u3001FlyPix AI\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u30af\u30e9\u30a6\u30c9\u7d71\u5408\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u88dc\u5b8c\u3057\u307e\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3053\u308c\u3089\u306e\u6982\u5ff5\u3092\u5177\u4f53\u5316\u3057\u3001\u7814\u7a76\u8005\u3001\u5c02\u9580\u5bb6\u3001\u305d\u3057\u3066\u7d44\u7e54\u304c\u90fd\u5e02\u5206\u6790\u304b\u3089\u707d\u5bb3\u5bfe\u5fdc\u307e\u3067\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u30b7\u30ca\u30ea\u30aa\u306bGeoAI\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>FlyPix AI\u306f\u3001\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u9650\u754c\u3092\u62bc\u3057\u5e83\u3052\u3001\u30e6\u30fc\u30b6\u30fc\u304cGeoAI\u3092\u6d3b\u7528\u3057\u3066\u3088\u308a\u30b9\u30de\u30fc\u30c8\u3067\u8fc5\u901f\u304b\u3064\u6301\u7d9a\u53ef\u80fd\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3048\u308b\u3088\u3046\u652f\u63f4\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/flypix.ai\/ja\/\"> \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a> \u79c1\u305f\u3061\u3068\u4e00\u7dd2\u306b GeoAI \u306e\u672a\u6765\u3092\u5f62\u4f5c\u3063\u3066\u307f\u307e\u305b\u3093\u304b\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u7d50\u8ad6<\/h1>\n\n\n\n<p>\u3053\u308c\u3089\u306eGeoAI\u95a2\u9023\u66f8\u7c4d\u306f\u3001\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u767a\u5c55\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u77e5\u8b58\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u5305\u62ec\u7684\u306a\u30cf\u30f3\u30c9\u30d6\u30c3\u30af\u304b\u3089\u5b9f\u8df5\u7684\u306aPython\u30ac\u30a4\u30c9\u307e\u3067\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u90fd\u5e02\u5206\u6790\u3001\u707d\u5bb3\u5bfe\u5fdc\u306a\u3069\u3001\u5b66\u751f\u3001\u7814\u7a76\u8005\u3001\u5c02\u9580\u5bb6\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u5e45\u5e83\u3044\u5206\u91ce\u3092\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u306f\u3001GeoAI\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u524d\u7dda\u306b\u7559\u307e\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1746593447578\"><strong class=\"schema-faq-question\">GeoAI \u3068\u306f\u4f55\u3067\u3059\u304b? \u307e\u305f\u3001\u3053\u308c\u3089\u306e\u672c\u304c\u91cd\u8981\u306a\u306e\u306f\u306a\u305c\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">GeoAI\u306f\u3001AI\u3068\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u90fd\u5e02\u8a08\u753b\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u707d\u5bb3\u5bfe\u5fdc\u306b\u304a\u3051\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u66f8\u7c4d\u306f\u3001GeoAI\u3092\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306e\u7406\u8ad6\u7684\u6d1e\u5bdf\u3001\u5b9f\u8df5\u7684\u306a\u30c4\u30fc\u30eb\u3001\u305d\u3057\u3066\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1746593458166\"><strong class=\"schema-faq-question\">\u3053\u308c\u3089\u306e\u672c\u306f\u521d\u5fc3\u8005\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong> <p class=\"schema-faq-answer\">\u306f\u3044\u3001\u300ePython for Geospatial Data Analysis\u300f\u3084\u300eLearning Geospatial Analysis with Python\u300f\u306a\u3069\u306e\u66f8\u7c4d\u306f\u521d\u5fc3\u8005\u5411\u3051\u3067\u3001\u308f\u304b\u308a\u3084\u3059\u3044\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3084\u30b3\u30fc\u30c9\u4f8b\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1746593469234\"><strong class=\"schema-faq-question\">\u3053\u308c\u3089\u306e\u672c\u306b\u306f\u30b3\u30fc\u30c9\u4f8b\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">\u300eHandbook of Geospatial Artificial Intelligence\u300f\u3001\u300eApplied Geospatial Data Science with Python\u300f\u3001\u300eLearning Geospatial Analysis with Python\u300f\u306a\u3069\u3001\u591a\u304f\u306e\u66f8\u7c4d\u306b\u306f\u5b9f\u8df5\u7684\u306a\u5b66\u7fd2\u306e\u305f\u3081\u306e Python \u30b3\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1746593481692\"><strong class=\"schema-faq-question\">\u90fd\u5e02\u8a08\u753b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u306a\u672c\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">GeoAI \u3068\u4eba\u6587\u5730\u7406\u5b66\u3001\u304a\u3088\u3073\u90fd\u5e02\u5206\u6790\u306e\u305f\u3081\u306e GeoAI \u306f\u3001\u30b9\u30de\u30fc\u30c8 \u30b7\u30c6\u30a3\u3001\u30e2\u30d3\u30ea\u30c6\u30a3\u3001\u304a\u3088\u3073\u793e\u4f1a\u30d1\u30bf\u30fc\u30f3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u90fd\u5e02\u8a08\u753b\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1746593491236\"><strong class=\"schema-faq-question\">\u3053\u308c\u3089\u306e\u66f8\u7c4d\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">\u66f8\u7c4d\u306f\u51fa\u7248\u793e\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\uff08\u4f8b\uff1aSpringer\u3001CRC Press\u3001Packt\uff09\u307e\u305f\u306fAmazon\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u5165\u624b\u3067\u304d\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30ea\u30f3\u30af\u306b\u3064\u3044\u3066\u306f\u3001\u300c\u5165\u624b\u53ef\u80fd\u300d\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Geospatial Artificial Intelligence (GeoAI) integrates AI with spatial data to revolutionize fields like urban planning, environmental monitoring, and disaster management. The books below are selected for their direct relevance to GeoAI, focusing on machine learning, deep learning, spatial analytics, and real-world applications. Authored by leading experts, these works provide essential knowledge for students, researchers, and professionals advancing GeoAI. 1. Handbook of Geospatial Artificial Intelligence by Song Gao, Yingjie Hu, and Wenwen Li&nbsp; Published in 2023, this comprehensive handbook, edited by Song Gao, Yingjie Hu, and Wenwen Li, is a definitive GeoAI resource, covering over 30 topics from machine learning to spatial visualization. It systematically explores GeoAI\u2019s theoretical foundations and practical [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":176421,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-176419","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>Leading GeoAI Books- Pioneering Geospatial Intelligence<\/title>\n<meta name=\"description\" content=\"Explore the top GeoAI books, offering cutting-edge insights into geospatial artificial intelligence, deep learning, urban analytics, and disaster response for researchers and practitioners.\" \/>\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\/geoai-books\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Leading GeoAI Books- Pioneering Geospatial Intelligence\" \/>\n<meta property=\"og:description\" content=\"Explore the top GeoAI books, offering cutting-edge insights into geospatial artificial intelligence, deep learning, urban analytics, and disaster response for researchers and practitioners.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/geoai-books\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-07T06:10:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-07T11:18:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GeoAI-Books.jpg\" \/>\n\t<meta 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