{"id":5130,"date":"2025-01-07T14:47:26","date_gmt":"2025-01-07T05:47:26","guid":{"rendered":"https:\/\/www.iee.jp\/pes\/?p=5130"},"modified":"2025-01-07T14:47:26","modified_gmt":"2025-01-07T05:47:26","slug":"termb_166","status":"publish","type":"post","link":"https:\/\/www.iee.jp\/pes\/termb_166\/","title":{"rendered":"\u7528\u8a9e\u89e3\u8aac\u3000\u7b2c166\u56de\u30c6\u30fc\u30de\uff1aData-Driven Weather Forecasting"},"content":{"rendered":"

\u91ce\u539f\u3000\u5927\u8f14\u3014\uff08\u4e00\u8ca1\uff09\u96fb\u529b\u4e2d\u592e\u7814\u7a76\u6240\u3015<\/p>\n

1. \u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u5929\u6c17\u4e88\u5831\u306e\u53f0\u982d<\/h2>\n

\u5929\u6c17\u4e88\u5831\u306f\uff0c\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb(1)\u306b\uff0c\u6c17\u8c61\u89b3\u6e2c\u885b\u661f\u3084\u69d8\u3005\u306a\u5730\u70b9\u3067\u306e\u6c17\u8c61\u89b3\u6e2c\u30c7\u30fc\u30bf\u3092\u5143\u306b\u4f5c\u6210\u3057\u305f\u521d\u671f\u5024\u3092\u5165\u529b\u3057\u3066\uff0c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u8a08\u7b97\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u3002\u305d\u306e\u4e88\u5831\u7cbe\u5ea6\u306f\uff0c\u6c17\u8c61\u5b66\u306e\u767a\u5c55\u3068\u3068\u3082\u306b\uff0c\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\u306e\u9ad8\u5ea6\u5316\uff0c\u6c17\u8c61\u89b3\u6e2c\u7db2\u306e\u6574\u5099\uff0c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u9ad8\u901f\u5316\u306a\u3069\u306b\u3088\u308a\uff0c\u5f90\u3005\u306b\u5411\u4e0a\u3057\u3066\u304d\u305f(2)\u3002<\/p>\n

\u4e00\u65b9\uff0c\u8fd1\u5e74\u8a71\u984c\u3068\u306a\u3063\u3066\u3044\u308bAI\u306e\u5927\u6ce2\u306f\u5929\u6c17\u4e88\u5831\u306e\u4e16\u754c\u306b\u3082\u62bc\u3057\u5bc4\u305b\u3066\u3044\u308b\u3002\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\u3092\u5229\u7528\u305b\u305a\u306b\u5929\u6c17\u4e88\u5831\u3092\u5b9f\u73fe\u3059\u308bData-Driven Weather Forecasting\uff08\u76f4\u8a33\u3059\u308b\u3068\u300c\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u5929\u6c17\u4e88\u5831\u300d\u3067\u3042\u308b\u304c\uff0c\u308f\u304b\u308a\u3084\u3059\u3055\u306e\u89b3\u70b9\u304b\u3089\u300cAI\u5929\u6c17\u4e88\u5831\u300d\u3068\u3059\u308b\uff09\u304c\u5e7e\u3064\u304b\u63d0\u6848\u3055\u308c\uff0c\u6761\u4ef6\u306b\u3088\u3063\u3066\u306f\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u5834\u5408\u3088\u308a\u3082\u4e88\u5831\u7cbe\u5ea6\u304c\u9ad8\u3044\u7d50\u679c\u3082\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f(3)(4)\u3002AI\u5929\u6c17\u4e88\u5831\u306f\uff0c\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u9762\u3067\u3082\u5927\u5909\u512a\u308c\u3066\u304a\u308a\uff0c\u5929\u6c17\u4e88\u5831\u3067\u306e\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n

2. AI\u5929\u6c17\u4e88\u5831<\/h2>\n

AI\u5929\u6c17\u4e88\u5831\u306e\u4e88\u5831\u30e2\u30c7\u30eb\u306f\uff0c GraphCast(3)\u3084PanguWeather(4)\u3068\u3044\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3092\u7528\u3044\u3066\uff0c\u6c17\u8c61\u518d\u89e3\u6790\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u69cb\u7bc9\u3055\u308c\u308b\u3002\u6c17\u8c61\u518d\u89e3\u6790\u30c7\u30fc\u30bf\u3068\u306f\uff0c\u6c17\u5727\u3084\u6c17\u6e29\u306a\u3069\u306e\u6c17\u8c61\u89b3\u6e2c\u30c7\u30fc\u30bf\u3092\uff0c\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\u304c\u518d\u73fe\u3059\u308b\u5927\u6c17\u306e\u72b6\u614b\u306b\u99b4\u67d3\u307e\u305b\u3066\u4f5c\u6210\u3057\u305f\u529b\u5b66\u7684\u306a\u6574\u5408\u6027\u304c\u3068\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u6c17\u8c61\u518d\u89e3\u6790\u30c7\u30fc\u30bf\u306f\uff0c\u6c17\u8c61\u8981\u7d20\u3054\u3068\u306b\uff0c\u5168\u74033\u6b21\u5143\u683c\u5b50\uff08\u6c34\u5e73\u6570\u5341km\uff0c\u925b\u76f4\u6570\u5341\u5c64\uff09\uff0c\u6570\u6642\u9593\u9593\u9694\u3067\u904e\u53bb\u534a\u4e16\u7d00\u4ee5\u4e0a\u306e\u84c4\u7a4d\u304c\u3042\u308b\u305f\u3081\uff0c\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u30d3\u30c3\u30af\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5229\u4fbf\u6027\u304c\u9ad8\u3044\u3002\u307e\u305f\uff0c\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u306b\u3082\u5927\u6c17\u306e\u529b\u5b66\u7684\u306a\u6574\u5408\u6027\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306e\u6642\u9593\u7684\u30fb\u7a7a\u9593\u7684\u306a\u5927\u6c17\u306e\u76f8\u4e92\u5f71\u97ff\u3092\u8003\u616e\u3057\u305f\u8a2d\u8a08\u304c\u65bd\u3055\u308c\u3066\u3044\u308b\u3002\u5b66\u7fd2\u6e08\u307f\u306e\u4e88\u5831\u30e2\u30c7\u30eb\u306b\u521d\u671f\u5024\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3067\uff0c\u6570\u65e5\u5148\u306e\u5927\u6c17\u306e\u72b6\u614b\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u53f0\u98a8\u3084\u4f4e\u6c17\u5727\u306e\u9032\u8def\u3084\u767a\u9054\u3082\u7cbe\u5ea6\u9ad8\u304f\u4e88\u5831\u3067\u304d\u308b\u305f\u3081\uff0c\u30e8\u30fc\u30ed\u30c3\u30d1\u4e2d\u671f\u4e88\u5831\u30bb\u30f3\u30bf\u30fc\u3067\u306fAI\u5929\u6c17\u4e88\u5831\u306e\u8a66\u9a13\u904b\u7528\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b(5)\u3002<\/p>\n

3. \u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\n

\u4eca\u5f8c\uff0cAI\u5929\u6c17\u4e88\u5831\u306e\u7cbe\u5ea6\u306f\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u306e\u767a\u5c55\u3068\u3068\u3082\u306b\u3055\u3089\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u60f3\u5b9a\u3055\u308c\u308b\u3002\u3057\u304b\u3057\u306a\u304c\u3089\uff0c\u4e88\u5831\u7cbe\u5ea6\u5411\u4e0a\u306b\u306f\uff0c\u6c17\u8c61\u518d\u89e3\u6790\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u306b\u7528\u3044\u308b\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\u306e\u9ad8\u5ea6\u5316\u3084\uff0c\u7d99\u7d9a\u3057\u305f\u6c17\u8c61\u89b3\u6e2c\u3082\u5fc5\u8981\u3068\u306a\u308b\u3002\u5929\u6c17\u4e88\u5831\u306e\u4e3b\u5f79\u304cAI\u5929\u6c17\u4e88\u5831\u306b\u4ee3\u308f\u3063\u305f\u3068\u3057\u3066\u3082\uff0c\u4e88\u6e2c\u7cbe\u5ea6\u5411\u4e0a\u306b\u306f\u6c17\u8c61\u5b66\u306e\u767a\u5c55\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3053\u3068\u306f\u5909\u308f\u3089\u306a\u3044\u3060\u308d\u3046\u3002<\/p>\n

\u6587\u732e<\/h2>\n

(\uff11) \u5927\u7af9\u79c0\u660e\uff1a\u300c\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb\uff08\u6570\u5024\u4e88\u5831\u30e2\u30c7\u30eb\uff09\u300d\uff0c\u96fb\u5b66\u8ad6B\u7528\u8a9e\u89e3\u8aac, Vol.138 (2018)
\n(\uff12) P. Bauer, et al. : \u201cThe quiet revolution of numerical weather prediction\u201d, Nature, Vol.525, pp.47-55 (2015)
\n(\uff13) R. Lam, et al. : \u201cLearning skillful medium-range global weather forecasting\u201d, Science, Vol.382, pp.1416-1421 (2023)
\n(\uff14) K. Bi, et al. : \u201cAccurate medium-range global weather forecasting with 3D neural networks\u201d, Nature, Vol.619, pp.533-538 (2023)
\n(\uff15) https:\/\/charts.ecmwf.int\/?query=GRAPHCAST<\/p>\n

\u3010\u96fb\u6c17\u5b66\u4f1a\u8ad6\u6587\u8a8cB\uff0c145\u5dfb\uff0c1\u53f7\uff0c2025\u306b\u63b2\u8f09\u3011<\/h3>\n

\u7528\u8a9e\u89e3\u8aac\u306e\u307e\u3068\u3081\u30da\u30fc\u30b8<\/a><\/h2>\n","protected":false},"excerpt":{"rendered":"

\u91ce\u539f\u3000\u5927\u8f14\u3014\uff08\u4e00\u8ca1\uff09\u96fb\u529b\u4e2d\u592e\u7814\u7a76\u6240\u3015 1. \u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u5929\u6c17\u4e88\u5831\u306e\u53f0\u982d \u5929\u6c17\u4e88\u5831\u306f\uff0c\u6c17\u8c61\u4e88\u5831\u30e2\u30c7\u30eb(1)\u306b\uff0c\u6c17\u8c61\u89b3\u6e2c\u885b\u661f\u3084\u69d8\u3005\u306a\u5730\u70b9\u3067\u306e\u6c17\u8c61\u89b3\u6e2c\u30c7\u30fc\u30bf\u3092\u5143\u306b\u4f5c\u6210\u3057\u305f\u521d\u671f\u5024\u3092\u5165\u529b\u3057\u3066\uff0c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u8a08\u7b97\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u3002 […]<\/p>\n","protected":false},"author":9,"featured_media":1470,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"jetpack_publicize_message":"\u96fb\u529b\u30fb\u30a8\u30cd\u30eb\u30ae\u30fc\u90e8\u9580\u306e\u300e\u7528\u8a9e\u89e3\u8aac\u300f\u3092\u66f4\u65b0\u3057\u307e\u3057\u305f\r\n\u7b2c166\u56de\u30c6\u30fc\u30de\uff1aData-Driven Weather Forecasting\r\n#\u96fb\u6c17\u5b66\u4f1a #\u96fb\u529b #\u30a8\u30cd\u30eb\u30ae\u30fc #\u96fb\u6c17","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1,2],"tags":[],"class_list":["post-5130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-event","category-news"],"acf":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/www.iee.jp\/pes\/wp-content\/uploads\/sites\/3\/2020\/08\/term-EC.png","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pbuf8C-1kK","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/posts\/5130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/comments?post=5130"}],"version-history":[{"count":1,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/posts\/5130\/revisions"}],"predecessor-version":[{"id":5131,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/posts\/5130\/revisions\/5131"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/media\/1470"}],"wp:attachment":[{"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/media?parent=5130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/categories?post=5130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.iee.jp\/pes\/wp-json\/wp\/v2\/tags?post=5130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}