{"id":6583,"date":"2025-04-25T05:17:00","date_gmt":"2025-04-24T20:17:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6583"},"modified":"2025-04-25T05:17:00","modified_gmt":"2025-04-24T20:17:00","slug":"foundation-models-for-environmental-science-a-survey-of-emerging-frontiers","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6583","title":{"rendered":"Foundation Models for Environmental Science: A Survey of Emerging Frontiers"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Foundation Models for Environmental Science: A Survey of Emerging Frontiers\u00a0<\/strong>[27.8]<br>\u672c\u8abf\u67fb\u306f,\u74b0\u5883\u79d1\u5b66\u306b\u304a\u3051\u308b\u57fa\u790e\u7684\u5fdc\u7528\u306e\u6982\u8981\u3092\u6982\u89b3\u3059\u308b\u3002 \u3053\u308c\u306f\u3001\u30d5\u30a9\u30ef\u30fc\u30c9\u4e88\u6e2c\u3001\u30c7\u30fc\u30bf\u751f\u6210\u3001\u30c7\u30fc\u30bf\u540c\u5316\u3001\u30c0\u30a6\u30f3\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u9006\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30e2\u30c7\u30eb\u30a8\u30f3\u30cf\u30f3\u30d6\u30eb\u3001\u30c9\u30e1\u30a4\u30f3\u9593\u306e\u610f\u601d\u6c7a\u5b9a\u306a\u3069\u3001\u4e00\u822c\u7684\u306a\u74b0\u5883\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u304a\u3051\u308b\u9032\u6b69\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002 \u6211\u3005\u306f\u3001\u91cd\u8981\u306a\u74b0\u5883\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u4e0a\u3067\u306e\u767a\u898b\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u9032\u6b69\u3092\u52a0\u901f\u3059\u308b\u5b66\u969b\u7684\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.04280v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.04280v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 05 Apr 2025 20:56:38 GMT)<\/li>\n\n\n\n<li>\u300cThis survey presents a comprehensive overview of foundation model applications in environmental science, highlighting advancements in common environmental use cases including forward prediction, data generation, data assimilation, downscaling, inverse modeling, model ensembling, and decision-making across domains.\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,623],"class_list":["post-6583","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6583"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6583\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}