{"id":21152,"date":"2026-06-10T12:24:49","date_gmt":"2026-06-10T04:24:49","guid":{"rendered":"https:\/\/ab123.xyz\/?p=21152"},"modified":"2026-06-10T12:24:49","modified_gmt":"2026-06-10T04:24:49","slug":"%e5%8d%8e%e4%b8%ba%e4%ba%91%e7%9b%98%e5%8f%a4%e6%b0%94%e8%b1%a1%e5%a4%a7%e6%a8%a1%e5%9e%8b%e9%a2%84%e6%b5%8b%e7%b2%be%e5%ba%a6%e5%af%b9%e6%af%94%ef%bc%9aai%e6%b0%94%e8%b1%a1%e9%a2%84%e6%8a%a5%e6%96%b0","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=21152","title":{"rendered":"\u534e\u4e3a\u4e91\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u9884\u6d4b\u7cbe\u5ea6\u5bf9\u6bd4\uff1aAI\u6c14\u8c61\u9884\u62a5\u65b0\u6807\u6746"},"content":{"rendered":"<p>\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6c14\u8c61\u9884\u6d4b\u9886\u57df\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u8fdb\u5c55\u3002\u5176\u4e2d\uff0c<strong>\u534e\u4e3a\u4e91\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b<\/strong>\u51ed\u501f\u5176\u5353\u8d8a\u7684\u9884\u6d4b\u7cbe\u5ea6\uff0c\u6210\u4e3a\u5168\u7403\u6c14\u8c61AI\u9886\u57df\u7684\u7126\u70b9\u3002\u4e0e\u4f20\u7edf\u6570\u503c\u5929\u6c14\u9884\u62a5\u6a21\u578b\u76f8\u6bd4\uff0c\u76d8\u53e4\u5927\u6a21\u578b\u5728\u591a\u4e2a\u5173\u952e\u6307\u6807\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u63d0\u5347\uff0c\u5f15\u53d1\u4e86\u4e1a\u754c\u5bf9AI\u6c14\u8c61\u9884\u62a5\u7684\u5e7f\u6cdb\u5173\u6ce8\u3002\u672c\u6587\u5c06\u4ece\u529f\u80fd\u3001\u4f18\u52bf\u3001\u5e94\u7528\u573a\u666f\u53ca\u4f7f\u7528\u65b9\u6cd5\u7b49\u65b9\u9762\uff0c\u6df1\u5ea6\u89e3\u6790\u8fd9\u4e00\u667a\u80fd\u5de5\u5177\u3002<\/p>\n<h2>\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u7684\u6838\u5fc3\u529f\u80fd<\/h2>\n<p>\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u662f\u534e\u4e3a\u4e91\u5f00\u53d1\u7684\u4e00\u79cd\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5168\u7403\u4e2d\u671f\u5929\u6c14\u9884\u62a5\u7cfb\u7edf\u3002\u5b83\u80fd\u591f\u5904\u7406\u6d77\u91cf\u7684\u6c14\u8c61\u6570\u636e\uff0c\u5305\u62ec\u6e29\u5ea6\u3001\u6c14\u538b\u3001\u98ce\u901f\u3001\u6e7f\u5ea6\u7b49\u9ad8\u7ef4\u53d8\u91cf\uff0c\u5e76\u5728\u6570\u79d2\u5185\u751f\u6210\u672a\u676510\u5929\u7684\u5168\u7403\u6c14\u8c61\u9884\u6d4b\u3002\u4e0e\u4f20\u7edf\u6a21\u578b\u4f9d\u8d56\u8d85\u7ea7\u8ba1\u7b97\u673a\u6570\u5c0f\u65f6\u8ba1\u7b97\u4e0d\u540c\uff0c\u76d8\u53e4\u6a21\u578b\u901a\u8fc7\u7aef\u5230\u7aef\u5b66\u4e60\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u9884\u6d4b\u901f\u5ea6\u3002\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0c\u5176\u9884\u6d4b\u7cbe\u5ea6\u5728\u591a\u4e2a\u5168\u7403\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e86\u6b27\u6d32\u4e2d\u671f\u5929\u6c14\u9884\u62a5\u4e2d\u5fc3\uff08ECMWF\uff09\u7684\u786e\u5b9a\u6027\u9884\u62a5\u7cfb\u7edf\u3002<\/p>\n<h3>\u9884\u6d4b\u7cbe\u5ea6\u5bf9\u6bd4\uff1a\u76d8\u53e4 vs \u4f20\u7edf\u6a21\u578b<\/h3>\n<p>\u6839\u636e\u534e\u4e3a\u4e91\u516c\u5e03\u7684\u6280\u672f\u62a5\u544a\uff0c\u76d8\u53e4\u5927\u6a21\u578b\u5728500hPa\u4f4d\u52bf\u9ad8\u5ea6\u573a\u30012\u7c73\u6e29\u5ea6\u573a\u7b49\u6838\u5fc3\u6c14\u8c61\u53d8\u91cf\u7684\u9884\u6d4b\u4e2d\uff0c\u5747\u65b9\u6839\u8bef\u5dee\uff08RMSE\uff09\u964d\u4f4e\u4e8610%\u81f320%\u3002\u5728\u53f0\u98ce\u8def\u5f84\u9884\u6d4b\u65b9\u9762\uff0c\u76d8\u53e4\u6a21\u578b\u5bf9\u201c\u6cf0\u5229\u201d\u201c\u675c\u82cf\u82ae\u201d\u7b49\u53f0\u98ce\u7684\u8def\u5f84\u9884\u6d4b\u504f\u5dee\u51cf\u5c11\u4e86\u7ea615\u516c\u91cc\uff0c\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u7269\u7406\u6a21\u578b\u3002\u8fd9\u4e00\u7cbe\u5ea6\u63d0\u5347\u5f97\u76ca\u4e8e\u6a21\u578b\u5bf9\u5927\u6c14\u52a8\u529b\u5b66\u7684\u6df1\u5ea6\u5b66\u4e60\u548c\u591a\u6e90\u6570\u636e\u7684\u878d\u5408\u80fd\u529b\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f\u4e0e\u4f18\u52bf<\/h2>\n<p>\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u5e7f\u6cdb\u5e94\u7528\u4e8e\u519c\u4e1a\u3001\u80fd\u6e90\u3001\u822a\u7a7a\u3001\u707e\u5bb3\u9884\u8b66\u7b49\u9886\u57df\u3002\u4f8b\u5982\uff0c\u5728\u519c\u4e1a\u9886\u57df\uff0c\u7cbe\u51c6\u7684\u6e29\u5ea6\u548c\u964d\u6c34\u9884\u6d4b\u53ef\u5e2e\u52a9\u519c\u6c11\u8c03\u6574\u64ad\u79cd\u548c\u704c\u6e89\u8ba1\u5212\uff1b\u5728\u80fd\u6e90\u884c\u4e1a\uff0c\u98ce\u80fd\u548c\u592a\u9633\u80fd\u53d1\u7535\u9884\u6d4b\u53ef\u4f18\u5316\u7535\u7f51\u8c03\u5ea6\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u8d85\u9ad8\u901f\u63a8\u7406<\/strong>\uff1a\u4e00\u6b21\u9884\u6d4b\u4ec5\u9700\u6570\u79d2\uff0c\u800c\u4f20\u7edf\u6a21\u578b\u9700\u6570\u5c0f\u65f6\u3002<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6<\/strong>\uff1a\u5728\u77ed\u671f\u9884\u62a5\uff081-7\u5929\uff09\u4e2d\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002<\/li>\n<li><strong>\u4f4e\u6210\u672c<\/strong>\uff1a\u65e0\u9700\u8d85\u7b97\u96c6\u7fa4\uff0c\u53ef\u901a\u8fc7\u534e\u4e3a\u4e91API\u8c03\u7528\u3002<\/li>\n<li><strong>\u6613\u7528\u6027<\/strong>\uff1a\u63d0\u4f9b\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u652f\u6301Python\u8c03\u7528\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b<\/h2>\n<p>\u7528\u6237\u53ef\u901a\u8fc7\u534e\u4e3a\u4e91\u5e73\u53f0\u8ba2\u9605\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u670d\u52a1\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>\u8bbf\u95ee<a href=\"https:\/\/www.huaweicloud.com\/product\/pangu-weather.html\" target=\"_blank\">\u534e\u4e3a\u4e91\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/li>\n<li>\u6ce8\u518c\u534e\u4e3a\u4e91\u8d26\u53f7\u5e76\u5b8c\u6210\u5b9e\u540d\u8ba4\u8bc1\u3002<\/li>\n<li>\u5728AIGallery\u4e2d\u641c\u7d22\u201c\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u201d\uff0c\u9009\u62e9API\u7248\u672c\u3002<\/li>\n<li>\u7533\u8bf7\u8d44\u6e90\u5e76\u83b7\u53d6API\u5bc6\u94a5\uff0c\u901a\u8fc7SDK\u6216HTTP\u63a5\u53e3\u53d1\u9001\u9884\u6d4b\u8bf7\u6c42\u3002<\/li>\n<li>\u63a5\u6536JSON\u683c\u5f0f\u7684\u9884\u6d4b\u7ed3\u679c\uff0c\u5e76\u53ef\u7ed3\u5408GIS\u5de5\u5177\u8fdb\u884c\u53ef\u89c6\u5316\u3002<\/li>\n<\/ol>\n<p>\u76ee\u524d\uff0c\u534e\u4e3a\u4e91\u5df2\u5f00\u653e\u514d\u8d39\u8bd5\u7528\u989d\u5ea6\uff0c\u7528\u6237\u53ef\u5feb\u901f\u4f53\u9a8c\u5176\u5f3a\u5927\u7684\u9884\u6d4b\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6c14\u8c61\u9884\u6d4b\u9886\u57df\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u8fdb\u5c55\u3002\u5176\u4e2d\uff0c\u534e\u4e3a\u4e91\u76d8\u53e4\u6c14\u8c61\u5927\u6a21\u578b\u51ed\u501f\u5176\u5353\u8d8a\u7684\u9884\u6d4b\u7cbe\u5ea6\uff0c\u6210\u4e3a\u5168\u7403\u6c14\u8c61A [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[24520,11810,17150,24518,24519],"class_list":["post-21152","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-11810","tag-17150","tag-24518","tag-24519"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/21152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21152"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/21152\/revisions"}],"predecessor-version":[{"id":21153,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/21152\/revisions\/21153"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}