{"id":8529,"date":"2026-05-25T13:34:54","date_gmt":"2026-05-25T04:34:54","guid":{"rendered":"https:\/\/gsst.shizuoka.ac.jp\/?p=8529"},"modified":"2026-05-25T13:34:54","modified_gmt":"2026-05-25T04:34:54","slug":"%e5%9c%9f%e5%b1%8b%e7%a5%90%e5%a4%aa%e3%81%95%e3%82%93%ef%bc%88%e5%89%b5%e9%80%a0%e7%a7%91%e5%ad%a6%e6%8a%80%e8%a1%93%e5%a4%a7%e5%ad%a6%e9%99%a2%ef%bc%8f%e5%ba%83%e5%9f%9f%e7%94%9f%e6%85%8b%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/gsst.shizuoka.ac.jp\/?p=8529","title":{"rendered":"\u571f\u5c4b\u7950\u592a\u3055\u3093\uff08\u5275\u9020\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\uff0f\u5e83\u57df\u751f\u614b\u5b66\u7814\u7a76\u5ba4\uff09\u304c\u65e5\u672c\u5199\u771f\u6e2c\u91cf\u5b66\u4f1a\u7b2c65\u56de\u5b9a\u6642\u7dcf\u4f1a\u306b\u304a\u3044\u3066ISPRS\u5968\u52b1\u8cde\u3092\u53d7\u8cde"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5275\u9020\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u74b0\u5883\u30fb\u30a8\u30cd\u30eb\u30ae\u30fc\u30b7\u30b9\u30c6\u30e0\u5c02\u653b\u535a\u58eb\u8ab2\u7a0b2\u5e74\u306e\u571f\u5c4b\u7950\u592a\u3055\u3093\uff08\u5e83\u57df\u751f\u614b\u5b66\u7814\u7a76\u5ba4\uff09\u304c\uff0c2026\u5e745\u670821\u65e5\u306b\u958b\u50ac\u3055\u308c\u305f\u65e5\u672c\u5199\u771f\u6e2c\u91cf\u5b66\u4f1a\u7b2c65\u56de\u5b9a\u6642\u7dcf\u4f1a\u306b\u304a\u3044\u3066\u300cISPRS\u5968\u52b1\u8cde\u300d\u3092\u53d7\u8cde\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8cde\u306f\uff0cInternational Society for Photogrammetry and Remote Sensing (ISPRS) \u304c\u4e3b\u50ac\u3059\u308b\u300cISPRS\u30c8\u30ed\u30f3\u30c8\u5927\u4f1a\u300d\uff08\u30ab\u30ca\u30c0\uff0c2026\u5e747\u67084\u65e5\uff5e11\u65e5\uff09\u306b\u304a\u3044\u3066\u512a\u308c\u305f\u7814\u7a76\u767a\u8868\u3092\u884c\u3046\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u308b\u82e5\u624b\u7814\u7a76\u8005\u3092\u9855\u5f70\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d7\u8cde\u5bfe\u8c61\u3068\u306a\u3063\u305f\u767a\u8868\u984c\u76ee\u306f\uff0c\u300cCrop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCNModels\u300d\u3067\u3059\u3002\u672c\u7814\u7a76\u3067\u306f\uff0cLandsat 9\u885b\u661f\u306e\u6642\u7cfb\u5217\u753b\u50cf\u30c7\u30fc\u30bf\u3068\u6df1\u5c64\u5b66\u7fd2\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\uff0c\u9ad8\u7cbe\u5ea6\u306a\u4f5c\u7269\u5206\u985e\u624b\u6cd5\u306e\u958b\u767a\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u7814\u7a76\u3067\u306f\uff0c\u8c46\u985e\uff0c\u751c\u83dc\uff0c\u8349\u5730\uff0c\u30c8\u30a6\u30e2\u30ed\u30b3\u30b7\uff0c\u99ac\u9234\u85af\uff0c\u5c0f\u9ea6\u306e6\u7a2e\u985e\u306e\u4f5c\u7269\u3092\u5bfe\u8c61\u306b\uff0cAttention\u6a5f\u69cb\u3092\u5c0e\u5165\u3057\u305fLSTM\uff0cBi-GRU\uff0cTCN\u306e3\u7a2e\u985e\u306e\u6642\u7cfb\u5217\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\uff0cTCN\uff08Temporal Convolutional Network\uff09\u306bAttention\u6a5f\u69cb\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u304c\u6700\u3082\u9ad8\u3044\u5206\u985e\u7cbe\u5ea6\u3092\u793a\u3057\uff0c\u9650\u3089\u308c\u305f\u89b3\u6e2c\u30c7\u30fc\u30bf\u6570\u3067\u3082\u9ad8\u7cbe\u5ea6\u306a\u4f5c\u7269\u5206\u985e\u304c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"540\" src=\"https:\/\/gsst.shizuoka.ac.jp\/wp-content\/uploads\/2026\/05\/Tsuchiya_20260521.jpeg\" alt=\"\" class=\"wp-image-8530\" style=\"width:522px;height:auto\" srcset=\"https:\/\/gsst.shizuoka.ac.jp\/wp-content\/uploads\/2026\/05\/Tsuchiya_20260521.jpeg 810w, https:\/\/gsst.shizuoka.ac.jp\/wp-content\/uploads\/2026\/05\/Tsuchiya_20260521-300x200.jpeg 300w, https:\/\/gsst.shizuoka.ac.jp\/wp-content\/uploads\/2026\/05\/Tsuchiya_20260521-768x512.jpeg 768w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/><figcaption class=\"wp-element-caption\">\u53d7\u8cde\u6642\u306e\u69d8\u5b50<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5275\u9020\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u74b0\u5883\u30fb\u30a8\u30cd\u30eb\u30ae\u30fc\u30b7\u30b9\u30c6 &hellip; 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