{"id":956,"date":"2025-04-17T02:08:38","date_gmt":"2025-04-17T02:08:38","guid":{"rendered":"http:\/\/cncap.org.cn\/?page_id=956"},"modified":"2025-11-05T17:36:05","modified_gmt":"2025-11-05T09:36:05","slug":"page10-2","status":"publish","type":"page","link":"http:\/\/cncap.org.cn\/?page_id=956","title":{"rendered":"\u6a21\u578b\u7b80\u4ecb"},"content":{"rendered":"\n<div class=\"wp-block-cover is-light\" style=\"min-height:200px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\"><\/span><img decoding=\"async\" loading=\"lazy\" width=\"927\" height=\"335\" class=\"wp-block-cover__image-background wp-image-541\" alt=\"\" src=\"http:\/\/cncap.makenv.com\/wp-content\/uploads\/2023\/08\/\u70df\u96fe\u7b3c\u7f692-1.jpg\" data-object-fit=\"cover\" srcset=\"http:\/\/cncap.org.cn\/wp-content\/uploads\/2023\/08\/\u70df\u96fe\u7b3c\u7f692-1.jpg 927w, http:\/\/cncap.org.cn\/wp-content\/uploads\/2023\/08\/\u70df\u96fe\u7b3c\u7f692-1-300x108.jpg 300w, http:\/\/cncap.org.cn\/wp-content\/uploads\/2023\/08\/\u70df\u96fe\u7b3c\u7f692-1-768x278.jpg 768w\" sizes=\"(max-width: 927px) 100vw, 927px\" \/><div class=\"wp-block-cover__inner-container\">\n<p class=\"has-text-align-left has-white-color has-text-color has-large-font-size\"><strong>\u5173\u4e8e\u6e05\u98ce\u5927\u6a21\u578b<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<p>\u968f\u7740\u5927\u6c14\u6c61\u67d3\u6cbb\u7406\u8fdb\u7a0b\u6301\u7eed\u63a8\u8fdb\uff0c\u6211\u56fd\u7684\u5927\u6c14\u6c61\u67d3\u51cf\u6392\u5df2\u8fdb\u5165\u6df1\u6c34\u533a\uff0c\u8feb\u5207\u9700\u8981\u6784\u5efa\u7cbe\u51c6\u3001\u9ad8\u6548\u6c61\u67d3\u9632\u6cbb\u7b56\u7565\uff0c\u652f\u6491\u7a7a\u6c14\u8d28\u91cf\u6301\u7eed\u6539\u5584\u3002\u5927\u6c14\u5316\u5b66\u4f20\u8f93\u6a21\u578b\u662f\u523b\u753b\u6c61\u67d3\u7269\u5728\u5927\u6c14\u4e2d\u7269\u7406\u4f20\u8f93\u4e0e\u5316\u5b66\u6f14\u53d8\u8fc7\u7a0b\u7684\u6838\u5fc3\u5de5\u5177\uff0c\u5728\u6c61\u67d3\u6765\u6e90\u89e3\u6790\u3001\u51cf\u6392\u8def\u5f84\u6a21\u62df\u7b49\u9886\u57df\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002\u7136\u800c\uff0c\u5927\u6c14\u5316\u5b66\u4f20\u8f93\u6a21\u578b\u9700\u89e3\u6790\u590d\u6742\u7684\u7269\u7406\u5316\u5b66\u8fc7\u7a0b\uff0c\u8ba1\u7b97\u8017\u65f6\u957f\u3001\u5bf9\u8ba1\u7b97\u8d44\u6e90\u4f9d\u8d56\u9ad8\uff0c\u96be\u4ee5\u6ee1\u8db3\u591a\u7ef4\u5ea6\u3001\u591a\u65b9\u6848\u3001\u5927\u89c4\u6a21\u51cf\u6392\u60c5\u666f\u7684\u6a21\u62df\u9700\u6c42\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/cncap.makenv.com\/wp-content\/uploads\/2025\/08\/image-3-1024x892.png\" alt=\"\" class=\"wp-image-1082\" width=\"785\" height=\"683\" srcset=\"http:\/\/cncap.org.cn\/wp-content\/uploads\/2025\/08\/image-3-1024x892.png 1024w, http:\/\/cncap.org.cn\/wp-content\/uploads\/2025\/08\/image-3-300x261.png 300w, http:\/\/cncap.org.cn\/wp-content\/uploads\/2025\/08\/image-3-768x669.png 768w, http:\/\/cncap.org.cn\/wp-content\/uploads\/2025\/08\/image-3.png 1366w\" sizes=\"(max-width: 785px) 100vw, 785px\" \/><\/figure><\/div>\n\n\n<h4 class=\"wp-block-heading has-text-align-center has-black-color has-text-color\">\u56fe1 \u6e05\u98ce\u5927\u6a21\u578b\u6280\u672f\u8def\u7ebf<\/h4>\n\n\n\n<p>\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0cCNCAP\u56e2\u961f\u4f9d\u6258\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u548c\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\uff0c\u5f00\u53d1\u4e86\u4eba\u5de5\u667a\u80fd\u5927\u6c14\u5316\u5b66\u5927\u6a21\u578b\uff1a\u201c\u6e05\u98ce\u5927\u6a21\u578b\uff08CleanAir\uff09\u201d\u3002\u6e05\u98ce\u5927\u6a21\u578b\u9762\u5411\u5927\u6c14PM<sub>2.5<\/sub>\u6c61\u67d3\u51cf\u6392\u8c03\u63a7\u95ee\u9898\u7814\u53d1\uff0c\u5b9e\u73b0\u4e86PM<sub>2.5<\/sub>\u6d53\u5ea6\u5bf9\u524d\u4f53\u7269\u6392\u653e\u53d8\u5316\u7684\u5feb\u901f\u54cd\u5e94\u3002\u6a21\u578b\u91c7\u7528\u6b8b\u5dee\u4e09\u7ef4U-Net\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u878d\u5408\u6b8b\u5dee\u8fde\u63a5\u4e0e\u5bf9\u79f0\u7f16\u89e3\u7801\u7ed3\u6784\uff0c\u6784\u5efa\u9762\u5411\u591a\u7ec4\u5206\u7684\u81ea\u9002\u5e94\u52a0\u6743\u591a\u4efb\u52a1\u635f\u5931\u51fd\u6570\uff0c\u80fd\u591f\u9ad8\u6548\u6355\u6349\u6392\u653e\u3001\u6c14\u8c61\u4e0e\u6c61\u67d3\u7269\u6d53\u5ea6\u4e4b\u95f4\u590d\u6742\u9ad8\u7ef4\u975e\u7ebf\u6027\u5173\u7cfb\u3002\u6a21\u578b\u4ee5WRF\/CMAQ\u6a21\u578b\u751f\u6210\u7684\u65e5\u5c3a\u5ea6\u51cf\u6392\u60c5\u666f\u6570\u636e\u96c6\u4e3a\u8bad\u7ec3\u6837\u672c\u6784\u5efa\uff0c\u8986\u76d6\u4e2d\u56fd\u5168\u57df\uff0c\u6c34\u5e73\u5206\u8fa8\u738736\u516c\u91cc\u3002\u6a21\u578b\u652f\u6301\u5728\u7f51\u683c\u548c\u884c\u4e1a\u5c3a\u5ea6\u5bf9\u4e00\u6b21\u9897\u7c92\u7269\uff08\u5305\u542bPM<sub>2.5<\/sub>\u3001PM<sub>10<\/sub>\u3001BC\u548cOC\uff09\u3001SO<sub>2<\/sub>\u3001NO<sub>x<\/sub>\u3001NH<sub>3<\/sub>\u548cVOCs\u6392\u653e\u8fdb\u884c\u72ec\u7acb\u8c03\u63a7\uff0c\u6a21\u578b\u8f93\u51fa\u9010\u65e5\u9010\u7f51\u683c\u7684PM<sub>2.5<\/sub>\u53ca\u516d\u79cd\u5316\u5b66\u6210\u5206\u6d53\u5ea6\uff1a\u786b\u9178\u76d0\uff08SO\u2084\u00b2\u207b\uff09\u3001\u785d\u9178\u76d0\uff08NO\u2083\u207b\uff09\u3001\u94f5\u76d0\uff08NH\u2084\u207a\uff09\u3001\u9ed1\u78b3\uff08BC\uff09\u3001\u6709\u673a\u78b3\uff08OM\uff09\u548c\u5176\u4ed6\u7ec4\u5206\u3002\u6e05\u98ce\u5927\u6a21\u578b\u6a21\u62df\u4e00\u6574\u5e74\u7684PM<sub>2.5<\/sub>\u53ca\u5316\u5b66\u7ec4\u5206\u6d53\u5ea6\u4ec5\u97009\u79d2\uff0c\u8fd0\u884c\u6548\u7387\u76f8\u8f83\u4f20\u7edf\u6a21\u578b\u63d0\u53475\u4e2a\u6570\u91cf\u7ea7\uff0c\u5728\u6a21\u62df\u7cbe\u5ea6\u4e0a\u903c\u8fd1CMAQ\u6a21\u578b\u3002\u6a21\u578b\u5927\u5e45\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\uff0c\u4e3a\u5927\u89c4\u6a21\u3001\u591a\u6837\u5316\u7684\u51cf\u6392\u6a21\u62df\u4efb\u52a1\u63d0\u4f9b\u4e86\u53ef\u80fd\uff0c\u7a81\u7834\u4e86\u7269\u7406\u6a21\u5f0f\u6210\u672c\u9ad8\u3001\u6548\u7387\u4f4e\u7684\u5c40\u9650\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0c\u6e05\u98ce\u5927\u6a21\u578b\u7b2c1\u7248\u5df2\u4e0a\u7ebfCNCAP\u5e73\u53f0\uff0c\u652f\u6301\u7528\u6237\u4ee52017-2020\u5e74MEIC\u6392\u653e\u6e05\u5355\u4e3a\u57fa\u51c6\uff0c\u57fa\u4e8e2017-2024\u5e74\u6c14\u8c61\u573a\u81ea\u5b9a\u4e49\u6c61\u67d3\u8c03\u63a7\u4efb\u52a1\u5e76\u5f00\u5c55\u6a21\u62df\u3002\u7528\u6237\u53ef\u5728\u5168\u56fd34\u4e2a\u7701\u7ea7\u884c\u653f\u533a\u5c42\u9762\u8bbe\u7f6e\u7535\u529b\u3001\u5de5\u4e1a\u3001\u6c11\u7528\u3001\u4ea4\u901a\u548c\u519c\u4e1a\u4e94\u4e2a\u90e8\u95e8\u7684\u4e00\u6b21\u9897\u7c92\u7269\u3001SO<sub>2<\/sub>\u3001NO<sub>x<\/sub>\u3001NH<sub>3<\/sub>\u548cVOC\u51cf\u6392\u6bd4\u4f8b\uff080-100%\uff09\uff0c\u901a\u8fc7\u5728\u7ebf\u6a21\u62df\u83b7\u5f97\u5168\u5e74\u9010\u65e5PM<sub>2.5<\/sub>\u53ca\u7ec4\u5206\u6d53\u5ea6\u6a21\u62df\u7ed3\u679c\u3002CNCAP\u5e73\u53f0\u63d0\u4f9b\u4e86\u4fbf\u6377\u3001\u53cb\u597d\u7684\u5728\u7ebf\u4e0b\u8f7d\u548c\u7ed8\u56fe\u670d\u52a1\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u8981\u4e0b\u8f7d\u4e0d\u540c\u51cf\u6392\u4efb\u52a1\u4e0b\u7684PM<sub>2.5<\/sub>\u6d53\u5ea6\u6a21\u62df\u6570\u636e\uff0c\u4e5f\u53ef\u5728\u7ebf\u67e5\u770b\u548c\u4e0b\u8f7dPM<sub>2.5<\/sub>\u6d53\u5ea6\u65f6\u95f4\u5e8f\u5217\u548c\u7a7a\u95f4\u5206\u5e03\u4e13\u9898\u56fe\u3002<\/p>\n\n\n\n<p>\u672a\u6765\uff0c\u56e2\u961f\u5c06\u6301\u7eed\u5728\u6a21\u578b\u67b6\u6784\u3001\u7269\u79cd\u8986\u76d6\u3001\u7a7a\u95f4\u5206\u8fa8\u7387\u548c\u8c03\u63a7\u7ef4\u5ea6\u7b49\u65b9\u9762\u8fdb\u884c\u8fed\u4ee3\u5347\u7ea7\uff0c\u8fdb\u4e00\u6b65\u62d3\u5c55\u6e05\u98ce\u5927\u6a21\u578b\u5728\u5927\u6c14\u5316\u5b66\u4e0e\u5927\u6c14\u6c61\u67d3\u7814\u7a76\u53ca\u7ba1\u7406\u5e94\u7528\u4e2d\u7684\u9002\u7528\u573a\u666f\u3002\u540c\u65f6\uff0c\u5e73\u53f0\u79c9\u627f\u5f00\u653e\u5171\u4eab\u7684\u7406\u5ff5\uff0c\u63a8\u52a8\u6a21\u578b\u5de5\u5177\u3001\u6570\u636e\u4ea7\u54c1\u4e0e\u7814\u7a76\u6210\u679c\u5728\u79d1\u7814\u548c\u7ba1\u7406\u4e2d\u7684\u6df1\u5ea6\u5e94\u7528\u3002\u6b22\u8fce\u4f7f\u7528\u6e05\u98ce\u5927\u6a21\u578b\u5e76\u63d0\u51fa\u5b9d\u8d35\u610f\u89c1\uff0c\u5982\u6709\u4efb\u4f55\u610f\u89c1\u5efa\u8bae\uff0c\u6b22\u8fce\u968f\u65f6\u4e0e\u56e2\u961f\u8054\u7cfb\uff08\u90ae\u7bb1\uff1acncap@tsinghua.edu.cn\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u578b\u7279\u8272 &gt;<\/h3>\n\n\n\n<ul>\n<li>\u5229\u7528\u4eba\u5de5\u667a\u80fd\u52a0\u901f\u8ba1\u7b97\uff0c\u5b9e\u73b0\u4e86\u76f8\u8f83\u4e8e\u4f20\u7edf\u5927\u6c14\u5316\u5b66\u4f20\u8f93\u6a21\u578b\u8d85\u8fc74\u4e07\u500d\u7684\u8fd0\u884c\u6548\u7387\u63d0\u5347\uff0c\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\uff0c\u53ef\u652f\u6491\u5927\u89c4\u6a21\u51cf\u6392\u6a21\u62df\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u591a\u884c\u4e1a\u3001\u591a\u524d\u4f53\u7269\u7684\u7f51\u683c\u5dee\u5f02\u5316\u51cf\u6392\u65b9\u6848\uff0c\u652f\u6301\u4efb\u610f\u5e74\u4efd\u6c14\u8c61\u573a\uff0c\u7075\u6d3b\u6027\u9ad8\uff0c\u9002\u7528\u573a\u666f\u5e7f\u6cdb\u3002<\/li>\n\n\n\n<li>\u6a21\u62df\u7f51\u683c\u5316\u9010\u65e5PM<sub>2.5<\/sub>\u53ca\u7ec4\u5206\u6d53\u5ea6\uff0c\u53ef\u540c\u65f6\u652f\u6301\u77ed\u671f\u4e0e\u4e2d\u957f\u671f\u51cf\u6392\u4efb\u52a1\u6a21\u62df\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u652f\u6301\u673a\u6784 &gt;<\/h3>\n\n\n\n<p>\u6e05\u98ce\u5927\u6a21\u578b\u7684\u5f00\u53d1\u548c\u7ef4\u62a4\u53d7\u5230\u4ee5\u4e0b\u9879\u76ee\u548c\u673a\u6784\u7684\u652f\u6301\uff1a<\/p>\n\n\n\n<ul>\n<li>\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1<\/li>\n\n\n\n<li>\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212<\/li>\n\n\n\n<li>\u5730\u7403\u7cfb\u7edf\u6570\u503c\u6a21\u62df\u6559\u80b2\u90e8\u91cd\u70b9\u5b9e\u9a8c\u5ba4<\/li>\n\n\n\n<li>\u533a\u57df\u73af\u5883\u5b89\u5168\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u4f55\u5f15\u7528 ><\/h3>\n\n\n\n<ul>\n<li>Liu, S., Geng, G., Xiang, Y., Hu, H., Liu, X., Huang, X., Zhang, Q. A deep-learning model for predicting daily PM<sub>2.5<\/sub>&nbsp;concentration in response to emission reduction. arXiv:2506.18018. [<strong><a href=\"https:\/\/arxiv.org\/abs\/2506.18018\">\u94fe\u63a5<\/a><\/strong>]<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u5927\u6c14\u6c61\u67d3\u6cbb\u7406\u8fdb\u7a0b\u6301\u7eed\u63a8\u8fdb\uff0c\u6211\u56fd\u7684\u5927\u6c14\u6c61\u67d3\u51cf\u6392\u5df2\u8fdb\u5165\u6df1\u6c34\u533a\uff0c\u8feb\u5207\u9700\u8981\u6784\u5efa\u7cbe\u51c6\u3001\u9ad8\u6548\u6c61\u67d3\u9632\u6cbb\u7b56\u7565\uff0c\u652f\u6491\u7a7a\u6c14\u8d28\u91cf&hellip;<\/p>\n<p class=\"more-link\"><a href=\"http:\/\/cncap.org.cn\/?page_id=956\" class=\"themebutton2\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/pages\/956"}],"collection":[{"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/cncap.org.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=956"}],"version-history":[{"count":21,"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/pages\/956\/revisions"}],"predecessor-version":[{"id":1100,"href":"http:\/\/cncap.org.cn\/index.php?rest_route=\/wp\/v2\/pages\/956\/revisions\/1100"}],"wp:attachment":[{"href":"http:\/\/cncap.org.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=956"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}