{"id":43756,"date":"2023-07-16T16:43:58","date_gmt":"2023-07-16T08:43:58","guid":{"rendered":"https:\/\/swarma.org\/?p=43756"},"modified":"2023-07-16T16:43:58","modified_gmt":"2023-07-16T08:43:58","slug":"nature-%e9%80%9f%e9%80%92%ef%bc%9a%e5%9f%ba%e4%ba%8e%e9%9d%9e%e7%ba%bf%e6%80%a7%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c%e6%a8%a1%e5%9e%8b%e5%8d%b3%e6%97%b6%e9%a2%84%e6%8a%a5%e6%9e%81%e7%ab%af%e9%99%8d","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=43756","title":{"rendered":"Nature \u901f\u9012\uff1a\u57fa\u4e8e\u975e\u7ebf\u6027\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5373\u65f6\u9884\u62a5\u6781\u7aef\u964d\u6c34"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1a<\/span>Skilful nowcasting of extreme precipitation with NowcastNet<\/span><\/section>\n

\u671f\u520a\u6765\u6e90\uff1aNature<\/em><\/span><\/p>\n

\u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/paper\/340eb01e-1b89-11ee-af09-0242ac17000d<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u6781\u7aef\u964d\u6c34\u662f\u9020\u6210\u6c14\u8c61\u707e\u5bb3\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\uff0c\u8feb\u5207\u9700\u8981\u901a\u8fc7\u9ad8\u5206\u8fa8\u7387\u3001\u957f\u5468\u671f\u548c\u5c40\u90e8\u7ec6\u8282\u7684\u6280\u672f\u8fdb\u884c\u4e34\u8fd1\u9884\u62a5\uff0c\u4ee5\u51cf\u8f7b\u5176\u793e\u4f1a\u7ecf\u6d4e\u5f71\u54cd\u3002\u76ee\u524d\u7684\u65b9\u6cd5\u53d7\u5230\u6a21\u7cca\u3001\u8017\u6563\u3001\u5f3a\u5ea6\u6216\u4f4d\u7f6e\u8bef\u5dee\u7684\u5f71\u54cd\uff0c\u57fa\u4e8e\u7269\u7406\u7684\u6570\u503c\u65b9\u6cd5\u96be\u4ee5\u6355\u6349\u5173\u952e\u7684\u6df7\u6c8c\u52a8\u529b\u5b66\uff0c\u5982\u5bf9\u6d41\u8d77\u59cb<\/span>\uff08convective initiation\uff09<\/span>\uff0c\u6570\u636e\u9a71\u52a8\u7684\u5b66\u4e60\u65b9\u6cd5\u5219\u4e0d\u80fd\u9075\u5b88\u56fa\u6709\u7684\u7269\u7406\u89c4\u5f8b\uff0c\u5982\u5e73\u6d41\u5b88\u6052<\/span>\uff08advective conservation\uff09<\/span>\u3002<\/span><\/p>\n


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\u6700\u65b0\u53d1\u8868\u4e8e Nature<\/em> \u7684\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u975e\u7ebf\u6027\u7684\u6781\u7aef\u964d\u6c34\u4e34\u8fd1\u9884\u6d4b\u6a21\u578b NowcastNet\u3002\u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u6781\u7aef\u964d\u6c34\u5373\u65f6\u9884\u62a5\u7684\u975e\u7ebf\u6027\u6a21\u578b\uff0c\u5b83\u5c06\u7269\u7406\u6f14\u53d8\u65b9\u6848\u548c\u6761\u4ef6\u5b66\u4e60\u65b9\u6cd5\u7edf\u4e00\u5230\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\u4e2d\uff0c\u8be5\u6846\u67b6\u5b9e\u73b0\u4e86\u7aef\u5230\u7aef\u7684\u9884\u62a5\u9519\u8bef\u4f18\u5316\u3002<\/span><\/p>\n


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\u5728\u7f8e\u56fd\u548c\u4e2d\u56fd\u96f7\u8fbe\u89c2\u6d4b\u7684\u57fa\u7840\u4e0a\uff0c\u5bf9\u4e8e2048 km \u00d7 2048 km \u7684\u533a\u57df\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u63d0\u4f9b\u63d0\u524d3\u5c0f\u65f6\u7684\u5177\u6709\u660e\u663e\u591a\u5c3a\u5ea6\u6a21\u5f0f\u7684\u964d\u6c34\u5373\u65f6\u9884\u62a5\u3002\u5728\u5168\u56fd62\u540d\u4e13\u4e1a\u6c14\u8c61\u5b66\u5bb6\u7684\u7cfb\u7edf\u8bc4\u4f30\u4e2d\uff0c\u8be5\u6a21\u578b\u572871% \u7684\u6848\u4f8b\u4e2d\u90fd\u8fbe\u5230\u4e86\u6700\u4f18\u9884\u6d4b\u6c34\u5e73\u3002NowcastNet \u5728\u5c0f\u96e8\u5230\u5927\u96e8\u7b49\u4e0d\u540c\u7c7b\u578b\u7684\u964d\u96e8\u7387\u65b9\u9762\u63d0\u4f9b\u4e86\u6280\u5de7\u6027\u7684\u9884\u62a5\uff0c\u7279\u522b\u662f\u5bf9\u4f34\u968f\u7740\u8fc7\u53bb\u96be\u4ee5\u5904\u7406\u7684\u4f34\u968f\u5bf9\u6d41\u6216\u5bf9\u6d41\u8fc7\u7a0b\u7684\u6781\u7aef\u964d\u96e8\u4e8b\u4ef6\u3002<\/span><\/p>\n


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\u56fe1 NowcastNet \u7684\u67b6\u6784\uff0c\u4e00\u4e2a\u57fa\u4e8e\u7269\u7406\u6761\u4ef6\u7684\u6df1\u5ea6\u751f\u6210\u6a21\u578b\u3002<\/span><\/p>\n


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\u56fe2 \u5173\u4e8e2021\u5e745\u670814\u65e5\u5f00\u59cb\u7684\u4e00\u6b21\u964d\u6c34\u4e8b\u4ef6\u7684\u6848\u4f8b\u7814\u7a76\uff0c\u8be5\u4e8b\u4ef6\u5728\u4e2d\u56fd\u7684\u6c5f\u6dee\u5730\u533a\u6709\u82e5\u5e72\u4e2a\u5bf9\u6d41\u5355\u5143\u548c\u7ea2\u8272\u66b4\u96e8\u8b66\u62a5\u3002NowcastNet\u662f\u552f\u4e00\u80fd\u591f\u9884\u6d4b\u8fd9\u4e09\u4e2a\u5bf9\u6d41\u5355\u5143\u5728\u8f83\u957f\u65f6\u95f4\u5185\u7684\u591a\u5c3a\u5ea6\u6f14\u53d8\u7684\u65b9\u6cd5\u3002<\/span><\/section>\n

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\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science<\/span>\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u6211\u7684\u96c6\u667a\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef\u4e00\u952e\u8ba2\u9605\uff1a<\/span>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

\u200d<\/span>1. <\/strong>PM2.5-GNN \u56fe\u7f51\u7edc\u96fe\u973e\u9884\u62a5\u6a21\u578b\uff1a\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u5728\u5927\u6c14\u6c61\u67d3\u4e2d\u7684\u5e94\u7528<\/a><\/strong><\/span><\/section>\n
2.<\/strong> PRL\u901f\u9012\uff1a\u91cf\u5b50\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7528\u4e8e\u7269\u8d28\u91cf\u5b50\u76f8\u5206\u7c7b<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>\u6c14\u5019\u53d8\u5316\u548c\u57ce\u5e02\u53d1\u5c55\u52a0\u5267\u590d\u5408\u5e72\u70ed\u6781\u7aef\u5929\u6c14 | Nat. Commun.\u901f\u9012<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
4. \u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01<\/strong><\/a><\/strong><\/strong><\/strong><\/section>\n
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5. \u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/span><\/strong><\/a><\/strong><\/strong><\/strong><\/strong><\/section>\n
6.<\/strong><\/strong><\/strong> <\/strong><\/strong><\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/strong><\/strong><\/strong><\/a><\/span><\/section>\n

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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<\/span><\/strong>\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587<\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/section>\n

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\u5173\u952e\u8bcd\uff1a\u6df7\u6c8c\u52a8\u529b\u5b66\uff0c\u5927\u6c14\u79d1\u5b66\uff0c\u795e\u7ecf\u7f51\u7edc\u6846\u67b6\uff0c\u6781\u7aef\u5929\u6c14\u9884\u62a5 \u8bba\u6587\u9898\u76ee\uff1aSkilful nowcasting of extreme precipitation with NowcastNet \u671f\u520a\u6765\u6e90\uff1aNature \u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/paper\/340eb0…<\/p>\n","protected":false},"author":0,"featured_media":43751,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/43756"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=43756"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/43756\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/43751"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43756"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43756"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43756"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=43756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}