{"id":1517,"date":"2026-06-14T03:18:35","date_gmt":"2026-06-13T19:18:35","guid":{"rendered":"https:\/\/aifed.now\/conference\/?page_id=1517"},"modified":"2026-06-26T17:00:51","modified_gmt":"2026-06-26T09:00:51","slug":"%e4%b8%bb%e9%a1%8c%e4%b8%89%ef%bc%9a%e5%ad%b8%e7%94%9f%e5%ad%b8%e7%bf%92-%e6%a5%8a%e5%b5%90%e9%9b%85-%e5%be%9e%e5%a4%aa%e7%a9%ba%e7%9c%8b%e5%ae%b6%e9%84%89%ef%bc%9ageoai-%e8%bc%94%e5%8a%a9","status":"publish","type":"page","link":"https:\/\/aifed.now\/conference\/?page_id=1517","title":{"rendered":"\u4e3b\u984c\u4e09\uff1a\u5b78\u751f\u5b78\u7fd2 \/ \u694a\u5d50\u96c5 \/ \u5f9e\u592a\u7a7a\u770b\u5bb6\u9109\uff1aGeoAI \u8f14\u52a9\u9ad8\u4e2d\u751f\u9032\u884c\u9059\u6e2c\u5f71\u50cf\u5206\u6790\u8207\u74b0\u5883\u8b70\u984c\u63a2\u7a76"},"content":{"rendered":"<\/p>\n<h3>\u5f9e\u592a\u7a7a\u770b\u5bb6\u9109\uff1aGeoAI \u8f14\u52a9\u9ad8\u4e2d\u751f\u9032\u884c\u9059\u6e2c\u5f71\u50cf\u5206\u6790\u8207\u74b0\u5883\u8b70\u984c\u63a2\u7a76<\/h3>\n<\/p>\n<div style=\"display: flex; align-items: center; gap: 15px;\">\n<p>  <img decoding=\"async\" width=\"200\" src=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/1779465651e03a212cf2-18-IMG_7793.JPG\" alt=\"\u694a\u5d50\u96c5\" style=\"box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\" \/><\/p>\n<p>  <strong>\u8b1b\u8005\/Speaker\uff1a<\/strong> <span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> \u694a\u5d50\u96c5, Lan-Ya Yang <\/span>  <\/p>\n<\/div>\n<p><\/p>\n<div style=\"line-height:1.2em; background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<p>\u672c\u6559\u5b78\u8a2d\u8a08\u4ee5\u300c\u5f9e\u592a\u7a7a\u770b\u5bb6\u9109\u300d\u70ba\u6838\u5fc3\u7406\u5ff5\uff0c\u7d50\u5408 GeoAI\u8207\u9059\u6e2c\u6559\u80b2\uff0c\u5f15\u5c0e\u9ad8\u4e2d\u751f\u904b\u7528 Sentinel-2 \u885b\u661f\u5f71\u50cf\u5206\u6790\u81fa\u7063\u6c34\u8cc7\u6e90\u8207\u74b0\u5883\u8b8a\u9077\u8b70\u984c\u3002\u8ab2\u7a0b\u8d77\u6e90\u65bc 2023 \u5e74\u5361\u52aa\u98b1\u98a8\u5f8c\u5b78\u751f\u5c0d\u707d\u5bb3\u8207\u6c34\u5eab\u6de4\u7a4d\u554f\u984c\u7684\u95dc\u6ce8\uff0c\u6559\u5e2b\u9032\u4e00\u6b65\u5c0e\u5165 ChatGPT\u3001Google Colab \u8207 Python \u81ea\u52d5\u5316\u6d41\u7a0b\uff0c\u5354\u52a9\u5b78\u751f\u7a81\u7834\u50b3\u7d71 GIS \u8edf\u9ad4\u9ad8\u9580\u6abb\u8207\u7e41\u7463\u524d\u8655\u7406\u7684\u9650\u5236\u3002\u6559\u5b78\u4e2d\u900f\u904e NDWI \u6c34\u9ad4\u6307\u6578\u3001Otsu \u52d5\u614b\u95be\u503c\u5206\u985e\uff0c\u4ee5\u53ca\u6539\u826f\u81ea Chen \u8207 Wang\uff082025\uff09\u4e4b LogiTide2DEM \u6a21\u578b\uff0c\u8b93\u5b78\u751f\u80fd\u4ee5\u591a\u6642\u671f\u885b\u661f\u5f71\u50cf\u8207\u6c34\u4f4d\u8cc7\u6599\u91cd\u5efa\u6c34\u5eab\u5730\u5f62\u8b8a\u9077\uff0c\u4e26\u4f30\u7b97\u5361\u52aa\u98b1\u98a8\u9020\u6210\u4e4b\u6de4\u7a4d\u91cf\u3002\u8ab2\u7a0b\u5f37\u8abf AI \u4f5c\u70ba\u300c\u79d1\u5b78\u904b\u7b97\u5f15\u64ce\u300d\u8207\u300c\u4eba\u6a5f\u5354\u4f5c\u5925\u4f34\u300d\uff0c\u4f7f\u5b78\u751f\u5f9e\u5de5\u5177\u4f7f\u7528\u8005\u8f49\u5316\u70ba\u6a21\u578b\u5efa\u69cb\u8005\uff0c\u57f9\u990a\u8b49\u64da\u5c0e\u5411\u7684\u7a7a\u9593\u5206\u6790\u80fd\u529b\u8207\u6279\u5224\u6027\u6578\u4f4d\u5224\u8b80\u529b\u3002\u5be6\u65bd\u6210\u679c\u986f\u793a\uff0c\u5b78\u751f\u50c5\u65bc\u4e00\u500b\u6708\u5167\u5373\u5b8c\u6210\u8d85\u904e 60 \u5e45\u885b\u661f\u5f71\u50cf\u5206\u6790\uff0c\u6548\u7387\u8f03\u50b3\u7d71\u6d41\u7a0b\u5927\u5e45\u63d0\u5347\uff0c\u4e26\u69ae\u7372 2025 \u5e74\u570b\u5bb6\u592a\u7a7a\u4e2d\u5fc3\u885b\u661f\u5f71\u50cf\u5c0f\u8ad6\u6587\u7af6\u8cfd\u5168\u570b\u7b2c\u4e00\u540d\u3002\u6b64\u6559\u5b78\u6a21\u5f0f\u5c55\u73fe AI \u878d\u5165\u5730\u7406\u6559\u80b2\u5f8c\uff0c\u4fc3\u9032\u6559\u80b2\u5e73\u6b0a\u3001\u8de8\u57df\u63a2\u7a76\u8207\u9ad8\u968e\u79d1\u5b78\u7d20\u990a\u57f9\u80b2\u7684\u5be6\u8e10\u6f5b\u529b\u3002<\/p>\n<p>\u00a0<\/p>\n<hr\/>\n<p>This instructional design integrates GeoAI (Geospatial Artificial Intelligence) and remote sensing inquiry to support senior high school students in investigating environmental change and water-resource issues through Sentinel-2 satellite imagery. The course was inspired by students\u2019 observations of environmental impacts following Typhoon Khanun in 2023, which led them to explore reservoir sedimentation and watershed change in Taiwan. To reduce the technical barriers commonly associated with traditional GIS workflows, the course incorporated ChatGPT, Google Colab, and Python-based automation as learning supports for spatial analysis and scientific inquiry.<br \/>\nStudents applied the Normalized Difference Water Index (NDWI), Otsu dynamic threshold classification, and an adapted LogiTide2DEM model based on Chen and Wang (2025) to reconstruct topographic changes and estimate sedimentation volume using multi-temporal satellite imagery and reservoir water-level data. Through this process, AI functioned not merely as an information tool, but as a scientific computing and human\u2013AI collaborative partner that enabled students to focus on evidence-based reasoning, spatial modeling, and environmental interpretation.<br \/>\nThe instructional outcomes demonstrated substantial improvements in inquiry efficiency and scientific literacy. Students processed and analyzed more than 60 satellite images within one month, significantly reducing the time required for conventional GIS analysis. Moreover, students applying this GeoAI-based approach received first prize in the 2025 Taiwan Space Agency (TASA) Satellite Imagery Research Competition. This study highlights the potential of AI-supported geography education to democratize access to advanced geospatial technologies, foster interdisciplinary inquiry, and cultivate higher-order scientific and critical digital literacy in senior high school education.<\/p>\n<p>\u00a0<\/p>\n<\/div>\n<p>\u00a0<\/p>\n<div style=\"background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<ul>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u8ad6\u6587\u5168\u6587\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"><a href=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/1779465651e03a212cf2-16-\u694a\u5d50\u96c5.pdf\" target=\"_blank\">\u5f9e\u592a\u7a7a\u770b\u5bb6\u9109\uff1aGeoAI \u8f14\u52a9\u9ad8\u4e2d\u751f\u9032\u884c\u9059\u6e2c\u5f71\u50cf\u5206\u6790\u8207\u74b0\u5883\u8b70\u984c\u63a2\u7a76<\/a><\/span><\/li>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u5f71\u50cf\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> <a href=\"https:\/\/youtu.be\/s4T5hHqdXc0\" target=\"_blank\">\u76f8\u95dc\u5f71\u7247<\/a><\/span><\/li>\n<\/ul>\n<\/div>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u592a\u7a7a\u770b\u5bb6\u9109\uff1aGeoAI \u8f14\u52a9\u9ad8\u4e2d\u751f\u9032\u884c\u9059\u6e2c\u5f71\u50cf\u5206\u6790\u8207\u74b0\u5883\u8b70\u984c\u63a2\u7a76 \u8b1b\u8005\/Speaker\uff1a \u694a\u5d50\u96c5, Lan- &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1517","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1517"}],"version-history":[{"count":9,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1517\/revisions"}],"predecessor-version":[{"id":2267,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1517\/revisions\/2267"}],"wp:attachment":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}