{"id":4875,"date":"2026-03-15T23:31:03","date_gmt":"2026-03-15T15:31:03","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=4875"},"modified":"2026-03-30T14:37:47","modified_gmt":"2026-03-30T06:37:47","slug":"202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-non-linear-effects-of-ecoacoustic-indices-on-urban-soundscape-assessments-based-on-gradient-boosting-decision-trees-in-summer","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-non-linear-effects-of-ecoacoustic-indices-on-urban-soundscape-assessments-based-on-gradient-boosting-decision-trees-in-summer\/","title":{"rendered":"202603 \u8bba\u6587\u7814\u8bfb-Non-Linear effects of ecoacoustic indices on urban soundscape assessments based on gradient boosting decision trees in summer"},"content":{"rendered":"\n

\u4f5c\u8005: \u949f\u79c9\u81f4\uff0c\u8c22\u6656\uff0c\u5f20\u6b63\u5f00\uff0c\u6e29\u7430<\/em>
\u5355\u4f4d: \u897f\u5317\u519c\u6797\u79d1\u6280\u5927\u5b66\uff0c\u91cd\u5e86\u5927\u5b66<\/em>
\u6765\u6e90: Building and Environment<\/em>
\u65f6\u95f4: 2025<\/em>\u5e744\u6708<\/p>\n\n\n\n

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\u4e8c\u3001\u6838\u5fc3\u8d21\u732e<\/h2>\n\n\n\n
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\u56db\u3001\u5b9e\u9a8c<\/h2>\n\n\n\n

1.\u5b9e\u9a8c\u51c6\u5907<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

2.\u5b9e\u9a8c\u7ed3\u679c\u2014\u2014GBDT\u4e0e\u975e\u7ebf\u6027\u7684\u4f18\u8d8a\u6027<\/strong><\/p>\n\n\n\n

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(2)\u5bf9\u6bd4Model 1\u548cModel 2\uff0c\u53d1\u73b0\u52a0\u5165EIS\u4e4b\u540e\u7684\u9884\u6d4b\u7cbe\u5ea6\u5747\u6709\u6240\u63d0\u5347\uff0c\u8bef\u5dee\u6709\u6240\u4e0b\u964d\u3002
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\"\"<\/figure>\n\n\n\n

3.\u5b9e\u9a8c\u7ed3\u679c\u2014\u2014\u6307\u6807\u91cd\u8981\u6027<\/strong><\/p>\n\n\n\n

(1)\u9884\u6d4b\u6d3b\u529b\uff08VI\uff09\u3001\u4e8b\u4ef6\u6027\uff08EV\uff09\u3001\u4e0d\u6d3b\u8dc3\u611f\uff08UN\uff09\u548c\u4e8b\u4ef6\u6027\u4e3b\u7ef4\uff08ISOEV\uff09\u65f6\uff0cEIS\u7684\u8d21\u732e\u7387\u975e\u5e38\u9ad8\u3002
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4.\u5b9e\u9a8c\u7ed3\u679c\u2014\u2014\u62d0\u70b9\u4e0e\u9608\u503c<\/strong><\/p>\n\n\n\n

(1)\u901a\u8fc7\u90e8\u5206\u4f9d\u8d56\u56fe\u53ef\u4ee5\u770b\u51fa\uff0c\u5f53\u58f0\u5b66\u590d\u6742\u5ea6\uff08ACI\uff09\u52300.75\u65f6\uff0c\u4eba\u7684\u6109\u60a6\u5ea6\u8fbe\u5230\u9876\u5cf0\u3002
(2)\u7531\u88685\u770b\u51fa\u9664\u4e86Ht\u6307\u6807\u5728\u7279\u5b9a\u7ef4\u5ea6\u5448\u7ebf\u6027\u5916\uff0c\u5176\u4ed6\u6240\u6709\u4e3b\u8981\u6307\u6807\u4e0e\u58f0\u666f\u89c2\u611f\u77e5\u4e4b\u95f4\u90fd\u5b58\u5728\u62d0\u70b9\u3002<\/p>\n\n\n\n

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\u4e94\u3001\u603b\u7ed3<\/h2>\n\n\n\n

1\uff09\u5c06EIS\u5f15\u5165\u9884\u6d4b\u6a21\u578b\u80fd\u663e\u8457\u63d0\u5347\u6a21\u578b\u6548\u80fd\uff0c\u7279\u522b\u662f\u5728\u6d3b\u529b\u548c\u4e8b\u4ef6\u6027\u4e24\u4e2a\u7ef4\u5ea6\uff0cEIS\u6bd4\u4f20\u7edf\u58f0\u5b66\u6307\u6807\u66f4\u5177\u89e3\u91ca\u529b\u3002
2\uff09\u58f0\u666f\u89c2\u611f\u77e5\u548c\u5ba2\u89c2\u6307\u6807\u4e4b\u95f4\u5e76\u975e\u7b80\u5355\u7684\u7ebf\u6027\u589e\u957f\u5173\u7cfb\u3002
3\uff09\u5728\u57ce\u5e02\u73af\u5883\u4e2d\uff0cM\u3001NDSI\u3001Ht\u3001Hf\u4e3b\u8981\u53cd\u6620\u4ea4\u901a\u566a\u58f0\u5e72\u6270\uff0c\u800cAR\u3001ACI\u3001ADI\u3001BIO\u5728\u7279\u5b9a\u8303\u56f4\u5185\u80fd\u6709\u6548\u53cd\u6620\u751f\u7269\u591a\u6837\u6027\uff08\u5982\u9e1f\u9e23\uff09\u5bf9\u611f\u77e5\u7684\u6b63\u9762\u8d21\u732e\u3002<\/p>\n\n\n\n

\u516d\u3001\u5bf9\u9f50\u601d\u8003<\/h2>\n\n\n\n

1.1\u6280\u672f\u521b\u65b0\u2014\u2014\u6570\u636e\u62d3\u6251\u6807\u7b7e\u8ba1\u7b97: \u5c06\u6570\u636e\u5f52\u4e00\u5316\u540e\uff0c\u786e\u4fdd\u6a21\u578b\u8ba1\u7b97\u53d8\u91cf\u5177\u6709\u53ef\u53d8\u6027\uff0c\u5e76\u91c7\u7528GBDT\u65b9\u6cd5\u5904\u7406\u590d\u6742\u7684\u58f0\u666f\u89c2\u6570\u636e\uff0c\u6355\u6349\u4ed6\u4eec\u4e4b\u95f4\u7684\u975e\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n\n\n\n

2.0\u6280\u672f\u76ee\u6807\u2014\u2014\u8de8\u57df\u77e5\u8bc6\u7ed3\u6784\u5bf9\u6bd4:\u4e0e\u5176\u4ed6\u4ee5\u5f80\u4e3b\u89c2\u7814\u7a76\u751f\u7269\u97f3\u7684\u65b9\u5411\u4e0d\u540c\uff0c\u5f15\u5165\u4e86Eis\u5ba2\u89c2\u5e76\u7cbe\u51c6\u9884\u6d4b\u751f\u7269\u97f3\u7684\u8d28\u91cf\u3002<\/p>\n\n\n\n

3.0\u5e94\u7528\u573a\u666f\u2014\u2014\u57c3Mie:\u5bf9\u4e8e\u7528\u6237\u4e0a\u4f20\u7684\u89c6\u9891\u6216\u97f3\u9891\uff0c\u53ef\u4ee5\u8003\u8651\u52a0\u5165\u751f\u6001\u58f0\u5b66\u6307\u6807\u4ece\u800c\u5ba2\u89c2\u8bc4\u4ef7\u7528\u6237\u7684\u60c5\u7eea\u72b6\u6001\u3002<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4f5c\u8005: \u949f\u79c9\u81f4\uff0c\u8c22\u6656\uff0c\u5f20\u6b63\u5f00\uff0c\u6e29\u7430\u5355\u4f4d: \u897f\u5317\u519c\u6797\u79d1\u6280\u5927\u5b66\uff0c\u91cd\u5e86\u5927\u5b66\u6765\u6e90: Building and Envi […]<\/p>\n","protected":false},"author":74,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4875","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4875","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/74"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=4875"}],"version-history":[{"count":5,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4875\/revisions"}],"predecessor-version":[{"id":4983,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4875\/revisions\/4983"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=4875"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=4875"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=4875"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}