{"id":7179,"date":"2026-08-08T07:28:48","date_gmt":"2026-08-07T23:28:48","guid":{"rendered":"https:\/\/nullthought.net\/?p=7179"},"modified":"2026-08-08T07:28:50","modified_gmt":"2026-08-07T23:28:50","slug":"ai%e5%bc%80%e5%a7%8b%e5%ad%a6%e4%bc%9a%e7%9c%8b%e6%87%82%e5%8f%b0%e9%a3%8e%ef%bc%9aweathernext-cyclones%e5%b8%a6%e6%9d%a5%e4%ba%86%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7179","title":{"rendered":"AI\u5f00\u59cb\u5b66\u4f1a\u201c\u770b\u61c2\u53f0\u98ce\u201d\uff1aWeatherNext Cyclones\u5e26\u6765\u4e86\u4ec0\u4e48\uff1f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\u51e0\u5e74\uff0cAI\u5929\u6c14\u9884\u62a5\u8fdb\u5c55\u5f88\u5feb\u3002Google DeepMind\u5148\u540e\u63a8\u51faGraphCast\u3001GenCast\u7b49\u6a21\u578b\uff0c\u5df2\u7ecf\u8bc1\u660eAI\u53ef\u4ee5\u5728\u5168\u7403\u4e2d\u671f\u5929\u6c14\u9884\u62a5\u4e2d\u8fbe\u5230\u5f88\u9ad8\u6c34\u5e73\u3002\u4f46\u53f0\u98ce\u4e00\u76f4\u662f\u4e00\u4e2a\u96be\u9898\uff1a<strong>\u8def\u5f84\u76f8\u5bf9\u5bb9\u6613\u9884\u6d4b\uff0c\u5f3a\u5ea6\u5374\u5f88\u96be\u9884\u6d4b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u5728\u4e8e\uff0c\u4e24\u8005\u4f9d\u8d56\u7684\u4fe1\u606f\u5c3a\u5ea6\u4e0d\u540c\u3002\u53f0\u98ce\u5f80\u54ea\u91cc\u8d70\uff0c\u4e3b\u8981\u53d7\u526f\u70ed\u5e26\u9ad8\u538b\u3001\u897f\u98ce\u5e26\u7b49\u5927\u8303\u56f4\u5927\u6c14\u73af\u6d41\u5f71\u54cd\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u52a8\u8f84\u6a2a\u8de8\u6570\u767e\u751a\u81f3\u6570\u5343\u516c\u91cc\uff0c\u5168\u7403\u5929\u6c14\u6a21\u578b\u6bd4\u8f83\u5bb9\u6613\u6355\u6349\u3002\u4f46\u53f0\u98ce\u4f1a\u4e0d\u4f1a\u7a81\u7136\u589e\u5f3a\uff0c\u5219\u4e0e\u773c\u5899\u5bf9\u6d41\u3001\u6d77\u6c14\u70ed\u91cf\u4ea4\u6362\u3001\u5782\u76f4\u98ce\u5207\u53d8\u7b49\u5c40\u90e8\u8fc7\u7a0b\u6709\u5173\uff0c\u5c3a\u5ea6\u53ef\u80fd\u53ea\u6709\u51e0\u516c\u91cc\u3002\u4f20\u7edf\u5168\u7403\u6a21\u578b\u201c\u770b\u5f97\u8fdc\u4f46\u4e0d\u591f\u7ec6\u201d\uff0c\u9ad8\u5206\u8fa8\u7387\u533a\u57df\u6a21\u578b\u201c\u770b\u5f97\u7ec6\u4f46\u8986\u76d6\u6709\u9650\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"file:\/\/\/C:\/Users\/William\/Desktop\/s41586-026-10953-2_reference.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Google\u6700\u65b0\u53d1\u5e03\u7684WeatherNext Cyclones<\/a>\uff0c\u6b63\u8bd5\u56fe\u540c\u65f6\u89e3\u51b3\u8fd9\u4e24\u4e2a\u95ee\u9898\u3002\u5b83\u4e0d\u662f\u5355\u72ec\u9884\u6d4b\u4e00\u4e2a\u53f0\u98ce\uff0c\u800c\u662f\u5148\u9884\u6d4b\u6574\u4e2a\u5730\u7403\u672a\u6765\u7684\u6e29\u5ea6\u3001\u6c14\u538b\u3001\u6e7f\u5ea6\u548c\u98ce\u573a\uff0c\u518d\u540c\u65f6\u8f93\u51fa\u53f0\u98ce\u4e2d\u5fc3\u4f4d\u7f6e\u3001\u6700\u5927\u98ce\u901f\u3001\u6700\u4f4e\u6c14\u538b\u4ee5\u53ca\u4e0d\u540c\u7b49\u7ea7\u5f3a\u98ce\u5708\u7684\u5927\u5c0f\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5b83\u662f\u5728\u9884\u6d4b\u6574\u4e2a\u5929\u6c14\u7cfb\u7edf\u600e\u6837\u6f14\u53d8\uff0c\u4ee5\u53ca\u53f0\u98ce\u5982\u4f55\u5d4c\u5728\u5176\u4e2d\u53d1\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1-1024x485.png\" alt=\"\" class=\"wp-image-7180\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1-1024x485.png 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1-300x142.png 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1-768x364.png 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1-1536x728.png 1536w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/image-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/deepmind.google.com\/science\/weatherlab\" target=\"_blank\" rel=\"noreferrer noopener\">Google Weather Lab<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">WeatherNext\u80cc\u540e\u7684\u6838\u5fc3\u7b97\u6cd5\u53eb<strong>Functional Generative Network\uff0cFGN<\/strong>\u3002\u5b83\u6700\u5927\u7684\u7279\u70b9\uff0c\u662f\u80fd\u591f\u5feb\u901f\u751f\u6210\u5f88\u591a\u4e2a\u201c\u53ef\u80fd\u7684\u672a\u6765\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5929\u6c14\u672c\u8eab\u662f\u6df7\u6c8c\u7cfb\u7edf\u3002\u4eca\u5929\u975e\u5e38\u5c0f\u7684\u89c2\u6d4b\u8bef\u5dee\uff0c\u51e0\u5929\u540e\u5c31\u53ef\u80fd\u5bfc\u81f4\u5b8c\u5168\u4e0d\u540c\u7684\u7ed3\u679c\u3002\u56e0\u6b64\u4e13\u4e1a\u5929\u6c14\u9884\u62a5\u901a\u5e38\u4e0d\u4f1a\u53ea\u7b97\u4e00\u6b21\uff0c\u800c\u662f\u540c\u65f6\u8ba1\u7b97\u51e0\u5341\u4e2a\u672a\u6765\u60c5\u666f\uff0c\u8fd9\u53eb\u201c\u96c6\u5408\u9884\u62a5\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">WeatherNext\u628a\u8fd9\u79cd\u601d\u60f3\u76f4\u63a5\u653e\u8fdb\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u3002\u6bcf\u6b21\u9884\u6d4b\u65f6\uff0c\u6a21\u578b\u90fd\u4f1a\u8f93\u5165\u4e00\u4e2a\u5c0f\u578b\u968f\u673a\u5411\u91cf\u3002\u8fd9\u4e2a\u968f\u673a\u53d8\u91cf\u4f1a\u8f7b\u5fae\u6539\u53d8\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u7684\u8ba1\u7b97\u65b9\u5f0f\uff0c\u4e8e\u662f\u540c\u4e00\u4e2a\u521d\u59cb\u5929\u6c14\u72b6\u6001\uff0c\u53ef\u4ee5\u4ea7\u751f\u7a0d\u6709\u4e0d\u540c\u4f46\u4ecd\u7136\u5408\u7406\u7684\u672a\u6765\u3002\u5b83\u4e0d\u662f\u7ed9\u5929\u6c14\u56fe\u968f\u4fbf\u52a0\u566a\u58f0\uff0c\u800c\u662f\u5728\u751f\u6210\u4e00\u4e2a\u4e2a\u76f8\u4e92\u81ea\u6d3d\u7684\u201c\u5929\u6c14\u4e16\u754c\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">WeatherNext\u8fd8\u4f1a\u8bad\u7ec3\u591a\u4e2a\u72ec\u7acb\u6a21\u578b\uff0c\u628a\u201c\u5929\u6c14\u672c\u8eab\u7684\u4e0d\u786e\u5b9a\u6027\u201d\u548c\u201cAI\u6a21\u578b\u81ea\u5df1\u7684\u4e0d\u786e\u5b9a\u6027\u201d\u7ed3\u5408\u8d77\u6765\u3002\u8fd9\u6837\u5c31\u80fd\u5feb\u901f\u751f\u6210\u51e0\u5341\u3001\u51e0\u767e\u751a\u81f31000\u4e2a\u96c6\u5408\u6210\u5458\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u70b9\u975e\u5e38\u91cd\u8981\u3002\u4f20\u7edf\u9ad8\u5206\u8fa8\u7387\u6570\u503c\u5929\u6c14\u6a21\u578b\u8ba1\u7b97\u91cf\u5de8\u5927\uff0c\u5982\u679c\u8981\u8fd0\u884c1000\u6b21\uff0c\u4ee3\u4ef7\u975e\u5e38\u9ad8\u3002\u800cAI\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u4ee5\u540e\uff0c\u9884\u6d4b\u4e3b\u8981\u53d8\u6210\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\uff0c\u975e\u5e38\u9002\u5408GPU\u548cTPU\u5e76\u884c\u8fd0\u884c\u3002\u4e8e\u662f\uff0c\u8fc7\u53bb\u53ea\u80fd\u8ba1\u7b97\u51e0\u5341\u79cd\u672a\u6765\uff0c\u73b0\u5728\u53ef\u80fd\u4e00\u6b21\u8ba1\u7b971000\u79cd\u672a\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u53f0\u98ce\u8fd9\u79cd\u4f4e\u6982\u7387\u3001\u9ad8\u635f\u5931\u4e8b\u4ef6\uff0c\u8fd9\u79cd\u80fd\u529b\u5c24\u5176\u6709\u4ef7\u503c\u3002\u5047\u5982\u67d0\u79cd\u6781\u7aef\u60c5\u51b5\u53d1\u751f\u6982\u7387\u53ea\u67091%\uff0c50\u4e2a\u96c6\u5408\u6210\u5458\u91cc\u53ef\u80fd\u4e00\u6b21\u90fd\u78b0\u4e0d\u5230\uff1b\u4f461000\u4e2a\u6210\u5458\u4e2d\uff0c\u7406\u8bba\u4e0a\u53ef\u80fd\u51fa\u73b010\u6b21\u3002\u6c14\u8c61\u4eba\u5458\u56e0\u6b64\u66f4\u5bb9\u6613\u770b\u5230\u90a3\u4e9b\u201c\u6982\u7387\u4e0d\u9ad8\uff0c\u4f46\u4e00\u65e6\u53d1\u751f\u540e\u679c\u4e25\u91cd\u201d\u7684\u60c5\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">WeatherNext Cyclones\u53e6\u4e00\u4e2a\u5173\u952e\u7a81\u7834\uff0c\u662f<strong>\u76f4\u63a5\u5b66\u4e60\u4e13\u4e1a\u53f0\u98ce\u6570\u636e<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\u8bb8\u591aAI\u5168\u7403\u5929\u6c14\u6a21\u578b\u5148\u9884\u6d4b\u6c14\u538b\u3001\u98ce\u901f\u7b49\u5929\u6c14\u573a\uff0c\u7136\u540e\u518d\u7531\u5916\u90e8\u7a0b\u5e8f\u5bfb\u627e\u4f4e\u538b\u4e2d\u5fc3\uff0c\u63a8\u7b97\u53f0\u98ce\u5f3a\u5ea6\u3002\u4f46\u5168\u7403\u6a21\u578b\u7f51\u683c\u901a\u5e38\u6709\u51e0\u5341\u516c\u91cc\uff0c\u800c\u771f\u6b63\u51b3\u5b9a\u53f0\u98ce\u5f3a\u5ea6\u7684\u773c\u5899\u53ea\u6709\u51e0\u516c\u91cc\uff0c\u56e0\u6b64\u5f3a\u53f0\u98ce\u5f80\u5f80\u4f1a\u88ab\u9884\u6d4b\u5f97\u504f\u5f31\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">WeatherNext Cyclones\u52a0\u5165\u4e86\u5168\u7403\u70ed\u5e26\u6c14\u65cb\u6570\u636e\u5e93IBTrACS\u4e2d\u7684\u6570\u5343\u4e2a\u5386\u53f2\u53f0\u98ce\uff0c\u8ba9AI\u5728\u5b66\u4e60\u5168\u7403\u5929\u6c14\u7684\u540c\u65f6\uff0c\u76f4\u63a5\u5b66\u4e60\u53f0\u98ce\u4e2d\u5fc3\u3001\u6700\u5927\u98ce\u901f\u3001\u6700\u4f4e\u6c14\u538b\u548c\u98ce\u5708\u8303\u56f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u76f8\u5f53\u4e8e\u544a\u8bc9\u6a21\u578b\uff1a\u4e0d\u8981\u53ea\u5b66\u201c\u8fd9\u91cc\u7684\u6c14\u538b\u662f\u591a\u5c11\u201d\uff0c\u8fd8\u8981\u5b66\u201c\u5728\u8fd9\u6837\u7684\u6d77\u6e29\u3001\u6e7f\u5ea6\u3001\u98ce\u5207\u53d8\u548c\u5927\u5c3a\u5ea6\u73af\u6d41\u6761\u4ef6\u4e0b\uff0c\u8fd9\u4e2a\u53f0\u98ce\u901a\u5e38\u4f1a\u53d1\u5c55\u5230\u4ec0\u4e48\u7a0b\u5ea6\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e00\u4e2a\u770b\u4f3c\u53cd\u5e38\u7684\u7ed3\u679c\uff1aWeatherNext\u7684\u5168\u7403\u7f51\u683c\u5927\u7ea6\u51e0\u5341\u516c\u91cc\uff0c\u5e76\u4e0d\u80fd\u771f\u6b63\u89e3\u6790\u51e0\u516c\u91cc\u5bbd\u7684\u53f0\u98ce\u773c\u5899\uff0c\u5374\u4ecd\u7136\u80fd\u591f\u5f88\u597d\u5730\u9884\u6d4b\u5f3a\u5ea6\u3002\u539f\u56e0\u5728\u4e8e\uff0c\u53f0\u98ce\u5f3a\u5ea6\u867d\u7136\u7531\u5c0f\u5c3a\u5ea6\u8fc7\u7a0b\u76f4\u63a5\u51b3\u5b9a\uff0c\u4f46\u8fd9\u4e9b\u8fc7\u7a0b\u53d7\u5230\u5927\u5c3a\u5ea6\u73af\u5883\u63a7\u5236\u3002AI\u53ef\u4ee5\u4ece\u6d77\u6e29\u3001\u6c34\u6c7d\u3001\u98ce\u5207\u53d8\u3001\u6c14\u538b\u548c\u73af\u6d41\u7ed3\u6784\u4e2d\uff0c\u5b66\u4e60\u5c0f\u5c3a\u5ea6\u8fc7\u7a0b\u6700\u7ec8\u4ea7\u751f\u7684\u5b8f\u89c2\u7ed3\u679c\u3002<\/p>\n\n\n\n<p 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