{"id":57367,"date":"2025-03-18T19:45:07","date_gmt":"2025-03-18T11:45:07","guid":{"rendered":"https:\/\/swarma.org\/?p=57367"},"modified":"2025-03-18T19:45:07","modified_gmt":"2025-03-18T11:45:07","slug":"nature-%e4%ba%ba%e7%b1%bb%e6%b5%81%e5%8a%a8%e7%bd%91%e7%bb%9c%e6%8f%ad%e7%a4%ba%e4%ba%86%e5%a4%a7%e5%9f%8e%e5%b8%82%e4%b8%ad%e6%97%a5%e7%9b%8a%e5%8a%a0%e5%89%a7%e7%9a%84%e9%9a%94%e7%a6%bb%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=57367","title":{"rendered":"Nature : \u4eba\u7c7b\u6d41\u52a8\u7f51\u7edc\u63ed\u793a\u4e86\u5927\u57ce\u5e02\u4e2d\u65e5\u76ca\u52a0\u5267\u7684\u9694\u79bb\u73b0\u8c61"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aHuman mobility networks reveal increased segregation in large cities.<\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/doi.org\/10.1038\/s41586-023-06757-3<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u66f4\u73b0\u5b9e\u7684\u9694\u79bb\u6d4b\u91cf\u65b9\u6cd5<\/strong><\/span><\/p>\n

\u4e3a\u4e86\u4f30\u8ba1\u6bcf\u4e2a\u4eba\u7684SES\uff0c\u6211\u4eec\u9996\u5148\u901a\u8fc7\u591c\u95f4\u624b\u673a\u5b9a\u4f4d\u4fe1\u53f7\u63a8\u65ad\u4ed6\u4eec\u7684\u5bb6\u5ead\u4f4d\u7f6e<\/span>\uff08\u56fe 1a\uff09<\/span>\uff0c\u7136\u540e\u83b7\u53d6\u8be5\u4f4d\u7f6e\u7684\u4f30\u8ba1\u6708\u79df\u91d1\u4ef7\u503c<\/span>\uff08\u56fe 1a\uff09<\/span>\u3002\u8fd9\u79cd\u65b9\u6cd5\u5728\u4f30\u8ba1\u4e2a\u4f53 SES \u65f6\u6bd4\u4f20\u7edf\u7684\u57fa\u4e8e\u793e\u533a\u5c42\u9762\u4eba\u53e3\u666e\u67e5\u5e73\u5747\u503c\u7684\u65b9\u6cd5\u66f4\u4e3a\u51c6\u786e\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8bc6\u522b\u6bcf\u5bf9\u4e2a\u4f53\u76f8\u9047\u5e76\u76f8\u4e92\u63a5\u89e6\u7684\u5b9e\u4f8b\uff0c\u5b9a\u4e49\u4e3a\u4e24\u53f0\u8bbe\u5907\u5728 T \u5206\u949f\u5185\u76f8\u8ddd D \u7c73\u4ee5\u5185\u3002\u5c3d\u7ba1\u6211\u4eec\u7684\u4e3b\u8981\u53d1\u73b0\u5bf9 D \u548c T \u7684\u5177\u4f53\u9009\u62e9\u5177\u6709\u7a33\u5065\u6027<\/span>\uff08\u8865\u5145\u56fe 5-8\uff09<\/span>\uff0c\u4f46\u6211\u4eec\u4e3b\u8981\u5206\u6790\u4f7f\u7528 D=50 \u7c73\u548c T=5 \u5206\u949f\uff0c\u56e0\u4e3a\u56fd\u9645\u5316\u6df7\u5408\u5047\u8bbe\u5173\u6ce8\u7684\u662f\u89c6\u89c9\u63a5\u89e6\u3002\u8fd9\u79cd\u65b9\u6cd5\uff0c\u636e\u6211\u4eec\u6240\u77e5\uff0c\u63d0\u4f9b\u4e86\u8fc4\u4eca\u4e3a\u6b62\u5206\u8fa8\u7387\u6700\u9ad8\u7684\u63a5\u89e6\u6d4b\u91cf\uff0c\u4e0e\u4e4b\u524d\u7684\u57fa\u4e8e GPS \u7684\u7814\u7a76\u76f8\u6bd4\u3002<\/span><\/p>\n

<\/p>\n

\"\u56fe1:<\/p>\n

\u56fe1: \u63a5\u89e6\u9694\u79bb\u63ed\u793a\u4e0d\u540c\u793e\u4f1a\u7ecf\u6d4e\u80cc\u666f\u4eba\u7fa4\u7684\u63a5\u89e6\u53ef\u80fd\u6027\u53ca\u5927\u90fd\u5e02\u533a\u9694\u79bb\u52a0\u5267a, \u5bf9960\u4e07\u4e2a\u4f53\uff08\u624b\u673a\u7528\u6237\uff09\uff0c\u901a\u8fc7\u591c\u95f4\u4f4d\u7f6e\u63a8\u65ad\u5bb6\u5ead\u5730\u5740\u53caSES\uff08\u79df\u91d1\u6216\u7b49\u503c\u79df\u91d1\uff09\uff0c\u5e76\u901a\u8fc7\u8def\u5f84\u4ea4\u53c9\u4e8b\u4ef6\uff08\u540c\u65f6\u540c\u5730\uff09\u8bc6\u522b\u63a5\u89e6\u5bf9\u3002b, \u5168\u56fd\u8303\u56f4\u768416\u4ebf\u6b21\u63a5\u89e6\u7f51\u7edc\u8986\u76d62829\u4e2a\u53bf\u548c382\u4e2aMSA\uff0c\u4e0e\u4f20\u7edf\u793e\u533a\u5206\u7c7b\u6307\u6570\uff08\u5047\u8bbe\u4ec5\u63a5\u89e6\u5bb6\u5ead\u666e\u67e5\u533a\u5c45\u6c11\uff09\u5f62\u6210\u5bf9\u6bd4\uff0c\u793a\u4f8b\u5c55\u793a\u65e7\u91d1\u5c7150\u4eba\u793e\u533a\u7684\u8de8\u533a\u63a5\u89e6\u3002c, \u63a5\u89e6\u9694\u79bb\u5b9a\u4e49\u4e3a\u4e2a\u4f53SES\u4e0e\u5176\u63a5\u89e6\u8005\u5e73\u5747SES\u7684\u76f8\u5173\u6027\uff080\u4e3a\u65e0\u9694\u79bb\uff0c1\u4e3a\u5b8c\u5168\u9694\u79bb\uff09\uff0c\u4ee5\u65e7\u91d1\u5c71\u548c\u7eb3\u5e15\u4e3a\u4f8b\uff0c\u524d\u8005\u9694\u79bb\u5ea6\u9ad82.2\u500d\uff08P < 10\u207b\u2074\uff0c95% CI = 1.6\u20132.8\u00d7\uff09\u3002d, \u5927\u578bMSA\u9694\u79bb\u66f4\u9ad8\uff0c\u4eba\u53e3\u4e0e\u9694\u79bb\u5448\u6b63\u76f8\u5173\uff08Spearman\u76f8\u5173\u7cfb\u6570 = 0.62\uff0cP < 10\u207b\u2074\uff09\uff0c\u5341\u5927MSA\u6bd4\u4eba\u53e3\u5c11\u4e8e10\u4e07\u7684\u5c0f\u578bMSA\u9694\u79bb\u9ad867%\uff08P < 10\u207b\u2074\uff0c95% CI = 49\u201387%\uff09\u3002e, \u7f8e\u56fd2829\u4e2a\u53bf\u7684\u63a5\u89e6\u9694\u79bb\u5dee\u5f02\u663e\u8457\uff0c\u4e0e\u4eba\u53e3\u89c4\u6a21\u548c\u5bc6\u5ea6\u6b63\u76f8\u5173\u3002<\/span><\/p>\n<\/figure>\n

\u6bcf\u4e2a\u5730\u7406\u533a\u57df\u7684\u7ecf\u6d4e\u9694\u79bb\u901a\u8fc7\u4e00\u4e2a\u4eba\u7684 SES \u4e0e\u5176\u901a\u8fc7\u8def\u5f84\u4ea4\u53c9\u63a5\u89e6\u5230\u7684\u6240\u6709\u4eba\u7684\u5e73\u5747 SES \u4e4b\u95f4\u7684\u76f8\u5173\u6027\u6765\u8861\u91cf\u3002\u8fd9\u79cd\u76f8\u5173\u6027\u901a\u8fc7\u62df\u5408\u7ebf\u6027\u6df7\u5408\u6548\u5e94\u6a21\u578b\u6765\u4f30\u8ba1\uff0c\u8be5\u6a21\u578b\u6d88\u9664\u4e86\u8870\u51cf\u504f\u5dee\uff0c\u5373\u4f7f\u89c2\u5bdf\u5230\u7684\u63a5\u89e6\u6570\u636e\u7a00\u758f\uff0c\u4e5f\u80fd\u786e\u4fdd\u63a5\u89e6\u9694\u79bb\u7684\u65e0\u504f\u4f30\u8ba1<\/span>\uff08\u6269\u5c55\u6570\u636e\u56fe 1\uff09<\/span>\u3002\u7531\u6b64\u4ea7\u751f\u7684\u63a5\u89e6\u9694\u79bb\u6d4b\u91cf<\/span>\uff08\u56fe 1b, c\uff09<\/span>\u8303\u56f4\u4ece 0<\/span>\uff08\u5b8c\u5168\u878d\u5408\uff09<\/span>\u5230 1<\/span>\uff08\u5b8c\u5168\u9694\u79bb\uff09<\/span>\uff0c\u662f\u5bf9\u5e7f\u6cdb\u4f7f\u7528\u7684\u793e\u4f1a\u7ecf\u6d4e\u9694\u79bb\u6d4b\u91cf\u2014\u2014\u793e\u533a\u5206\u7c7b\u6307\u6570\u7684\u63a8\u5e7f\u3002\u793e\u533a\u5206\u7c7b\u6307\u6570\u76f8\u5f53\u4e8e\u4e00\u4e2a\u4eba SES \u4e0e\u5176\u5bb6\u5ead\u666e\u67e5\u533a\u5185\u6240\u6709\u4eba\u5e73\u5747 SES \u7684\u76f8\u5173\u6027\uff0c\u800c\u6211\u4eec\u7684\u63a5\u89e6\u9694\u79bb\u6d4b\u91cf\u5219\u76f8\u5f53\u4e8e\u4e00\u4e2a\u4eba SES \u4e0e\u5176\u9047\u5230\u7684\u6240\u6709\u4eba<\/span>\uff08\u65e0\u8bba\u662f\u5728\u5176\u5bb6\u5ead\u666e\u67e5\u533a\u5185\u8fd8\u662f\u5916\uff09<\/span>\u7684\u5e73\u5747 SES \u7684\u76f8\u5173\u6027\u3002\u56e0\u6b64\uff0c\u8fd9\u4e24\u4e2a\u6d4b\u91cf\u4e4b\u95f4\u7684\u5173\u952e\u533a\u522b\u5728\u4e8e\uff0c\u793e\u533a\u5206\u7c7b\u6307\u6570\u5047\u8bbe\u63a5\u89e6\u5747\u5300\u4e14\u4ec5\u53d1\u751f\u5728\u540c\u4e00\u5bb6\u5ead\u666e\u67e5\u533a\u7684\u5171\u540c\u5c45\u6c11\u4e4b\u95f4\uff0c\u800c\u63a5\u89e6\u9694\u79bb\u5219\u6355\u6349\u4e86\u4eba\u4eec\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u5bfc\u822a\u65f6\u7684\u771f\u5b9e\u63a5\u89e6\u3002<\/span><\/p>\n

\u5927\u57ce\u5e02\u7684\u6781\u7aef\u9694\u79bb<\/strong><\/p>\n

\u6211\u4eec\u53d1\u73b0\uff0c\u4e0e\u56fd\u9645\u5316\u6df7\u5408\u5047\u8bbe\u76f8\u53cd\uff0c\u5927\u578b MSA \u7684\u63a5\u89e6\u9694\u79bb\u66f4\u9ad8<\/span>\uff08\u56fe 1d\uff09<\/span>\u3002MSA \u4eba\u53e3\u4e0e MSA \u9694\u79bb\u4e4b\u95f4\u7684\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570\u4e3a 0.62\uff08P < 10\u207b\u2074\uff09\uff0c\u4eba\u53e3\u6700\u591a\u7684\u5341\u5927 MSA \u6bd4\u4eba\u53e3\u5c11\u4e8e 10 \u4e07\u7684\u5c0f\u578b MSA \u9694\u79bb\u7a0b\u5ea6\u9ad8 67%\uff08P < 10\u207b\u2074\uff0c95%\u7f6e\u4fe1\u533a\u95f4\uff08CI\uff09= 49-87%\uff09\u3002\u8fd9\u4e00\u7ed3\u679c\u5177\u6709\u7a33\u5065\u6027\u3002\u6211\u4eec\u901a\u8fc7\u7528\u5bc6\u5ea6\u800c\u975e\u4eba\u53e3\u89c4\u6a21\u91cd\u65b0\u8ba1\u7b97\u76f8\u5173\u6027\u9a8c\u8bc1\u4e86\u8fd9\u4e00\u70b9<\/span>\uff08\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570=0.45\uff0cP < 10\u207b\u2074\uff1b\u8865\u5145\u8868 7\uff09<\/span>\uff0c\u901a\u8fc7\u63a7\u5236\u6f5c\u5728\u6df7\u6742\u56e0\u7d20<\/span>\uff08\u6269\u5c55\u6570\u636e\u8868 1 \u548c\u8865\u5145\u8868 7\uff09<\/span>\uff0c\u901a\u8fc7\u6539\u53d8\u5206\u6790\u7684\u7c92\u5ea6<\/span>\uff08\u56fe 1e \u548c\u6269\u5c55\u6570\u636e\u56fe 4\uff09<\/span>\uff0c\u4ee5\u53ca\u901a\u8fc7\u6d4b\u8bd5\u63a5\u89e6\u9694\u79bb\u7684\u591a\u79cd\u89c4\u683c<\/span>\uff08\u8865\u5145\u8868 6 \u548c\u8865\u5145\u56fe 2-10\uff09<\/span>\u8fdb\u884c\u4e86\u9a8c\u8bc1\u3002\u4e00\u81f4\u7684\u7ed3\u679c\u8868\u660e\uff0c\u66f4\u5927\u3001\u66f4\u5bc6\u96c6\u7684\u57ce\u5e02\u9694\u79bb\u7a0b\u5ea6\u66f4\u9ad8\uff0c\u8fd9\u4e0e\u5047\u8bbe\u8fd9\u4e9b\u57ce\u5e02\u901a\u8fc7\u5438\u5f15\u591a\u6837\u5316\u4e2a\u4f53\u5e76\u4ee5\u8feb\u4f7f\u4ed6\u4eec\u76f8\u4e92\u63a5\u89e6\u7684\u65b9\u5f0f\u9650\u5236\u7a7a\u95f4\u6765\u4fc3\u8fdb\u793e\u4f1a\u7ecf\u6d4e\u6df7\u5408\u7684\u89c2\u70b9\u76f8\u6096\u3002\u6211\u4eec\u7684\u7ed3\u679c\u652f\u6301\u76f8\u53cd\u7684\u5047\u8bbe\uff1a\u5927\u57ce\u5e02\u5141\u8bb8\u5c45\u6c11\u5bfb\u627e\u4e0e\u81ea\u5df1\u66f4\u76f8\u4f3c\u7684\u4eba\u3002\u4fc3\u6210\u8fd9\u4e00\u53d1\u73b0\u7684\u5173\u952e\u8fdb\u6b65\u662f\u6211\u4eec\u5bf9\u65f6\u95f4\u548c\u7a7a\u95f4\u7684\u7ec6\u7c92\u5ea6\u63a5\u8fd1\u6d4b\u91cf<\/span>\uff08\u8865\u5145\u56fe 66\uff09<\/span>\u3002<\/span><\/p>\n

\u63a2\u7d22\u63a5\u89e6\u9694\u79bb<\/strong><\/span><\/p>\n

\u6211\u4eec\u7684\u65b9\u6cd5\u8fd8\u5141\u8bb8\u6bd4\u8f83\u4f20\u7edf\u7684\u9759\u6001\u9694\u79bb\u6d4b\u91cf<\/span>\uff08\u793e\u533a\u5206\u7c7b\u6307\u6570\uff09<\/span>\u4e0e\u6211\u4eec\u7684\u52a8\u6001\u6d4b\u91cf\u3002\u6240\u6709 MSA \u7684\u63a5\u89e6\u9694\u79bb\u4e2d\u4f4d\u6570\u6bd4\u76f8\u5e94\u7684\u4f20\u7edf\u9759\u6001\u4f30\u8ba1\u503c\u4f4e 38%\uff08P < 10\u207b\u2074\uff0c95% CI = 37-41%\uff09<\/span>\uff08\u56fe 2a\uff08\u9876\u90e8\uff09\uff09<\/span>\u3002\u6211\u4eec\u901a\u8fc7\u5c06\u6d4b\u91cf\u5206\u89e3\u4e3a\u6d89\u53ca\u4e24\u4e2a\u3001\u4e00\u4e2a\u6216\u4e24\u4e2a\u90fd\u4e0d\u662f\u5728\u5bb6\u5ead\u666e\u67e5\u533a\u5185\u7684\u63a5\u89e6\u90e8\u5206\u6765\u89e3\u91ca\u8fd9\u4e00\u7ed3\u679c<\/span>\uff08\u56fe 2a\uff08\u5e95\u90e8\uff09\uff09<\/span>\u3002\u63a5\u89e6\u9694\u79bb\u8f83\u4f4e\u662f\u56e0\u4e3a\u5f53\u4eba\u4eec\u5192\u9669\u8d70\u51fa\u5bb6\u5ead\u666e\u67e5\u533a\u65f6\uff0c\u4ed6\u4eec\u4f1a\u7ecf\u5386\u66f4\u591a\u7684\u591a\u6837\u6027\u3002\u4f8b\u5982\uff0c\u5f53\u4e24\u4e2a\u4eba\u90fd\u79bb\u5f00\u5bb6\u5ead\u666e\u67e5\u533a\u65f6\uff0c\u63a5\u89e6\u9694\u79bb\u6bd4\u4e24\u4e2a\u90fd\u5728\u5bb6\u5ead\u666e\u67e5\u533a\u5185\u65f6\u4f4e 50%\uff08P < 10\u207b\u2074\uff0c95% CI 48-53%\uff09\u3002\u5728\u81ea\u5df1\u7684\u793e\u533a\u5185\uff0c\u4eba\u4eec\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u6700\u76f8\u4f3c\u7684\u90bb\u5c45\u76f8\u9047\uff0c\u4f46\u8fd9\u5bf9\u6574\u4f53\u63a5\u89e6\u9694\u79bb\u5f71\u54cd\u4e0d\u5927\uff0c\u56e0\u4e3a\u53ea\u6709 2.4%\u7684\u63a5\u89e6\uff0895% CI = 2.4-2.4%\uff09\u53d1\u751f\u5728\u4e24\u4e2a\u4eba\u90fd\u5904\u4e8e\u5bb6\u5ead\u666e\u67e5\u533a\u5185\u65f6\u3002\u6700\u540e\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\uff0c\u4e0d\u4ec5\u603b\u4f53\u63a5\u89e6\u9694\u79bb\u5728\u5927\u57ce\u5e02\u4e2d\u8f83\u9ad8\uff0c\u800c\u4e14\u5176\u6bcf\u4e2a\u7ec4\u6210\u90e8\u5206\u5728\u5927\u57ce\u5e02\u4e2d\u4e5f\u8f83\u9ad8<\/span>\uff08\u8865\u5145\u56fe 10\uff09<\/span>\u3002<\/span><\/p>\n

<\/p>\n

\"\u56fe<\/p>\n
\u56fe 2: \u63a5\u89e6\u9694\u79bb\u52a8\u6001\u63ed\u793a\u7a7a\u95f4\u793e\u4f1a\u7ecf\u6d4e\u5dee\u5f02\u5bfc\u81f4\u5927\u57ce\u5e02\u9694\u79bb\u52a0\u5267 a, \u63a5\u89e6\u9694\u79bb\u6bd4\u793e\u533a\u5206\u7c7b\u6307\u6570\u4f4e 38%\uff08P < 10\u207b\u2074\uff0c95% CI = 37\u201341%\uff09\uff0c\u5206\u89e3\u663e\u793a\u533a\u5185\u63a5\u89e6\uff08\u540c\u8d28\u6548\u5e94\uff09\u9694\u79bb\u6700\u9ad8\uff0c\u533a\u5916\u63a5\u89e6\uff08\u8bbf\u5ba2\u6548\u5e94\uff09\u964d\u4f4e\u9694\u79bb\uff0c\u56e0\u533a\u5185\u63a5\u89e6\u4ec5\u5360 2.4%\u3002b, \u9694\u79bb\u968f\u8054\u7cfb\u5f3a\u5ea6\u589e\u52a0\uff0c5 \u6b21\u4ee5\u4e0a\u63a5\u89e6\u7684\u9694\u79bb\u4e2d\u503c\u4e3a 0.57\u3002c, \u9694\u79bb\u56e0\u5730\u70b9\u7c7b\u578b\u800c\u5f02\uff0c\u9ad8\u5c14\u592b\u7403\u573a\u9694\u79bb\u6700\u9ad8\uff08\u4e2d\u503c 0.42\uff09\uff0c\u8868\u6f14\u827a\u672f\u4e2d\u5fc3\u548c\u4f53\u80b2\u573a\u6700\u4f4e\uff08\u4e2d\u503c 0.16\u20130.17\uff09\u3002d, \u5927\u578b MSA \u5c45\u6c11 10 \u516c\u91cc\u5185\u9910\u5385\u6570\u91cf\u66f4\u591a\uff0c\u4fc3\u8fdb\u81ea\u6211\u9694\u79bb\u3002e, \u5927\u578b MSA \u9910\u5385\u8bbf\u5ba2 SES \u53d8\u5f02\u7cfb\u6570\u9ad8 63%\uff08P < 10\u207b\u2074\uff0c95% CI = 37\u2013100%\uff09\uff0c\u53cd\u6620\u66f4\u5927\u793e\u4f1a\u7ecf\u6d4e\u5dee\u5f02\u3002f, \u5927\u578b MSA \u9910\u5385\u5185\u63a5\u89e6\u9694\u79bb\u66f4\u9ad8\uff0c\u6b64\u5173\u7cfb\u5728\u57ce\u5e02\u4e2d\u5fc3\u548c\u793e\u533a\u5c3a\u5ea6\u4e0a\u540c\u6837\u663e\u8457\u3002<\/span><\/section>\n<\/figure>\n

\u6211\u4eec\u901a\u8fc7\u8054\u7cfb\u5f3a\u5ea6<\/span>\uff08\u56fe 2b, c\uff09<\/span>\u548c\u4e0d\u540c\u5174\u8da3\u70b9<\/span>\uff08POI\uff09<\/span>\u91cf\u5316\u63a5\u89e6\u9694\u79bb\u7684\u53d8\u5316\u3002\u8054\u7cfb\u8d8a\u5f3a\u7684\u5173\u7cfb\u9694\u79bb\u7a0b\u5ea6\u8d8a\u9ad8<\/span>\uff08\u56fe 2b\uff09<\/span>\u3002\u6211\u4eec\u8fd8\u53d1\u73b0 POI \u7ea7\u522b\u7684\u9694\u79bb\u53d8\u5316\u5f88\u5927<\/span>\uff08\u56fe 2c\uff1b\u53c2\u89c1\u65b9\u6cd5\u90e8\u5206\u7684\u201c\u6309\u6d3b\u52a8\u5206\u89e3\u9694\u79bb\u201d\u7ae0\u8282\uff09<\/span>\u3002\u6211\u4eec\u901a\u8fc7 POI \u7c7b\u522b<\/span>\uff08\u4f8b\u5982\u9910\u5385\uff09<\/span>\u4e2d\u5305\u542b\u7684\u5dee\u5f02\u5316 POI \u670d\u52a1\u4e8e\u8f83\u5c0f\u4e14\u793e\u4f1a\u7ecf\u6d4e\u4e0a\u540c\u8d28\u7684\u793e\u533a\u7684\u7a0b\u5ea6\u6765\u89e3\u91ca POI \u7ea7\u522b\u9694\u79bb\u7684\u53d8\u5316<\/span>\uff08\u56fe 2c\uff09<\/span>\u3002\u6211\u4eec\u4f7f\u7528\u5230\u6700\u8fd1 POI \u7684\u5e73\u5747\u65c5\u884c\u8ddd\u79bb\u548c POI \u603b\u6570\u6765\u64cd\u4f5c\u5316 POI \u7c7b\u522b\u7684\u5dee\u5f02\u5316\u7a0b\u5ea6<\/span>\uff08\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570 = -0.75\uff0cP < 0.001\uff08\u65c5\u884c\u8ddd\u79bb\uff09\uff1b\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570 = 0.69\uff0cP < 0.01\uff08POI \u6570\u91cf\uff09\uff1b\u6269\u5c55\u6570\u636e\u56fe 3a, b\uff09<\/span>\u3002\u4f8b\u5982\uff0c\u5728\u4e2d\u4f4d\u6570 MSA \u4e2d\uff0c\u5b97\u6559\u7ec4\u7ec7\u6240\u9700\u7684\u65c5\u884c\u8ddd\u79bb\u6bd4\u4f53\u80b2\u573a\u5c11 92%\uff08P < 10\u207b\u2074\uff0c95% CI = 92-93%\uff09\uff0c\u6570\u91cf\u662f\u4f53\u80b2\u573a\u7684 16 \u500d\uff08P < 10\u207b\u2074\uff0c95% CI = 8-18 \u500d\uff09\u3002\u56e0\u6b64\uff0c\u5b97\u6559\u7ec4\u7ec7\u80fd\u591f\u9488\u5bf9\u66f4\u7a84\u7684\u793e\u4f1a\u7ecf\u6d4e\u793e\u533a\uff0c\u56e0\u6b64\u6bd4\u4f53\u80b2\u573a\u9694\u79bb\u7a0b\u5ea6\u9ad8 75%\uff08P < 10\u207b\u2074\uff0c95% CI = 58-87%\uff09\u3002\u5728\u5c11\u6570\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e2a POI \u7c7b\u522b\u5373\u4f7f\u53ea\u6709\u5c11\u91cf POI\uff0c\u4e5f\u53ef\u80fd\u8868\u73b0\u51fa\u663e\u8457\u7684\u9694\u79bb<\/span>\uff08\u4f8b\u5982\u9ad8\u5c14\u592b\u7403\u573a\uff09<\/span>\uff0c\u8fd9\u662f\u7531\u4e8e\u5176\u4ed6\u56e0\u7d20<\/span>\uff08\u5982\u516c\u5171\u4e0e\u79c1\u4eba\u533a\u5206\uff09<\/span>\u5bfc\u81f4\u7684\u7ecf\u6d4e\u5dee\u5f02<\/span>\uff08\u6269\u5c55\u6570\u636e\u56fe 3c\uff09<\/span>\u3002\u4e0b\u9762\uff0c\u6211\u4eec\u5c06\u5c55\u793a\u7a7a\u95f4\u7684\u793e\u4f1a\u7ecf\u6d4e\u5dee\u5f02\u4e0e\u9694\u79bb\u4e4b\u95f4\u7684\u8054\u7cfb\u5bf9\u4e8e\u89e3\u91ca\u5927\u57ce\u5e02\u4e3a\u4f55\u66f4\u9694\u79bb\u81f3\u5173\u91cd\u8981\u3002<\/span><\/p>\n

\u5927\u57ce\u5e02\u4e2d\u7684\u7a7a\u95f4\u5dee\u5f02\u5316<\/strong><\/span><\/p>\n

\u4e3a\u4e86\u7406\u89e3\u4e3a\u4ec0\u4e48\u5927\u90fd\u5e02\u533a\u652f\u6301\u9694\u79bb\uff0c\u6211\u4eec\u4ee5\u4f11\u95f2 POI \u5185\u7684\u9694\u79bb\u4e3a\u4f8b\u3002\u5168\u670d\u52a1\u9910\u5385\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8bf4\u660e\u6027\u7684\u4f8b\u5b50<\/span>\uff08\u56fe 2d-f\uff09<\/span>\uff0c\u5c55\u793a\u4e86\u5728\u5176\u4ed6\u4f11\u95f2\u573a\u6240<\/span>\uff08\u8865\u5145\u56fe 22\uff09<\/span>\u548c\u5176\u4ed6\u5206\u6790\u5c3a\u5ea6\u4e2d\u5e7f\u6cdb\u5b58\u5728\u7684\u9694\u79bb\u8bf1\u5bfc\u52a8\u6001\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u8f83\u5927\u7684 MSA \u4e3a\u5176\u5c45\u6c11\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u4f11\u95f2\u9009\u62e9\uff1a\u5341\u5927 MSA \u7684\u5e73\u5747\u5c45\u6c11\u5728\u5176\u5bb6 10 \u516c\u91cc\u8303\u56f4\u5185\u62e5\u6709\u7684\u9910\u5385\u6570\u91cf\u662f\u5c0f\u578b MSA<\/span>\uff08\u5b9a\u4e49\u4e3a\u4eba\u53e3\u5c11\u4e8e 10 \u4e07\u7684 MSA\uff09<\/span>\u5e73\u5747\u5c45\u6c11\u7684 22 \u500d\uff08P < 10\u207b\u2074\uff0c95% CI = 11-39 \u500d\uff1b\u56fe 2d\uff09\u3002\u8fd9\u4e9b\u9009\u62e9\u5728\u793e\u4f1a\u7ecf\u6d4e\u4e0a\u4e5f\u66f4\u52a0\u5dee\u5f02\u5316\u3002\u5f53\u9910\u5385\u7684 SES \u5b9a\u4e49\u4e3a\u8bbf\u95ee\u8be5\u9910\u5385\u5e76\u4e0e\u4ed6\u4eba\u76f8\u9047\u7684\u6240\u6709\u4eba\u7684\u4e2d\u4f4d SES \u65f6\uff0c\u5341\u5927 MSA \u4e2d\u201c\u9910\u5385 SES\u201d\u7684\u53d8\u5f02\u7cfb\u6570\u6bd4\u5c0f\u578b MSA \u9ad8 63%\uff08P < 10\u207b\u2074\uff0c95% CI = 37-100%\uff1b\u56fe 2e\uff09\u3002\u56e0\u6b64\uff0c\u5927\u578b MSA \u4e0d\u4ec5\u4e3a\u5176\u5c45\u6c11\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u9910\u5385\u9009\u62e9\uff0c\u8fd9\u4e9b\u9910\u5385\u5728\u793e\u4f1a\u7ecf\u6d4e\u4e0a\u4e5f\u66f4\u52a0\u5dee\u5f02\u5316\u3002\u4f8b\u5982\uff0c\u5728\u50cf\u7ebd\u7ea6\u8fd9\u6837\u7684\u5927\u57ce\u5e02\uff0c\u6839\u636e\u9009\u62e9\u7684\u9910\u5385\u4e0d\u540c\uff0c\u4e00\u987f\u996d\u53ef\u80fd\u82b1\u8d39 10 \u7f8e\u5143\u3001100 \u7f8e\u5143\u6216 1000 \u7f8e\u5143\u3002\u8fd9\u4e9b\u8fc7\u7a0b\u610f\u5473\u7740\u5341\u5927 MSA \u4e2d\u9910\u5385\u7684\u63a5\u89e6\u9694\u79bb\u6bd4\u5c0f\u578b MSA \u9ad8 29%\uff08P < 10\u207b\u00b3\uff0c95% CI 8-49%\uff1b\u56fe 2f\uff09\u3002\u6211\u4eec\u5728\u8bb8\u591a POI \u7c7b\u578b\u548c\u6d89\u53ca\u57ce\u5e02\u4e2d\u5fc3<\/span>\uff08\u4f8b\u5982\u5e7f\u573a\u3001\u8d2d\u7269\u4e2d\u5fc3\u3001\u6728\u677f\u8def\uff09<\/span>\u4ee5\u53ca\u793e\u533a\u7684\u9ad8\u7ea7\u522b\u5c3a\u5ea6\u4e0a\u53d1\u73b0\u4e86\u7c7b\u4f3c\u7ed3\u679c\u3002<\/span><\/p>\n

\u901a\u8fc7\u57ce\u5e02\u8bbe\u8ba1\u7f13\u89e3\u9694\u79bb<\/strong><\/span><\/p>\n

\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u5f53\u7ecf\u5e38\u8bbf\u95ee\u7684 POI<\/span>\uff08\u6211\u4eec\u79f0\u4e4b\u4e3a\u201c\u4e2d\u5fc3\u201d\uff09<\/span>\u88ab\u5b9a\u4f4d\u5728\u9760\u8fd1\u4e0d\u540c\u793e\u533a\u7684\u4f4d\u7f6e\u65f6\uff0c\u53ef\u4ee5\u7f13\u89e3\u9694\u79bb\u3002\u8fd9\u4e9b\u4e2d\u5fc3\u5c06\u4f5c\u4e3a\u9644\u8fd1\u9ad8 SES \u548c\u4f4e SES \u793e\u533a\u5c45\u6c11\u4e4b\u95f4\u7684\u6865\u6881\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u8f7b\u677e\u8bbf\u95ee\u8fd9\u4e9b\u4e2d\u5fc3\u5e76\u76f8\u4e92\u76f8\u9047<\/span>\uff08\u56fe 3c\uff09<\/span>\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u6865\u6881\u6307\u6570\u6765\u8861\u91cf\u4e2d\u5fc3\u662f\u5426\u4f4d\u4e8e\u8fd9\u79cd\u6865\u6881\u4f4d\u7f6e\u3002\u6211\u4eec\u7684\u6307\u6570\u6d4b\u91cf\u5982\u679c\u6bcf\u4e2a\u4eba\u53ea\u8bbf\u95ee\u79bb\u4ed6\u4eec\u5bb6\u6700\u8fd1\u7684\u4e2d\u5fc3\uff0c\u5404\u7ec4\u4eba\u76f8\u4e92\u9047\u5230\u7684\u7ecf\u6d4e\u591a\u6837\u6027\u3002\u5b83\u901a\u8fc7\u5c06\u4e2a\u4f53\u6309\u79bb\u4ed6\u4eec\u5bb6\u6700\u8fd1\u7684\u4e2d\u5fc3\u805a\u7c7b\uff0c\u7136\u540e\u6d4b\u91cf\u8fd9\u4e9b\u96c6\u7fa4\u5185\u7684\u7ecf\u6d4e\u591a\u6837\u6027\u6765\u8ba1\u7b97<\/span>\uff08\u6269\u5c55\u6570\u636e\u56fe 7\uff09<\/span>\u3002\u7531\u6b64\u4ea7\u751f\u7684\u6307\u6570\u8303\u56f4\u4ece 0 \u5230 1\uff0c\u5176\u4e2d 0 \u8868\u793a\u6bcf\u4e2a\u4e2d\u5fc3\u9644\u8fd1\u7684\u4e2a\u4f53\u5177\u6709\u7edf\u4e00\u7684 SES\uff0c1 \u8868\u793a\u6bcf\u4e2a\u4e2d\u5fc3\u9644\u8fd1\u7684\u4e2a\u4f53\u4e0e\u6574\u4e2a\u533a\u57df\u7684\u591a\u6837\u6027\u4e00\u6837\u3002<\/span><\/section>\n

<\/p>\n

\"\u56fe<\/div>\n
\u6211\u4eec\u4e3a\u5546\u4e1a\u4e2d\u5fc3\uff08\u5982\u5e7f\u573a\u3001\u8d2d\u7269\u4e2d\u5fc3\u3001\u6728\u677f\u8def\uff09\u8ba1\u7b97\u4e86\u6865\u6881\u6307\u6570\uff0c\u56e0\u4e3a\u6211\u4eec\u53d1\u73b0\u5b83\u4eec\u662f\u5e38\u89c1\u7684\u63a5\u89e6\u4e2d\u5fc3\uff1a\u5728\u6240\u6709 382 \u4e2a MSA \u4e2d\uff0c\u5927\u591a\u6570\uff0856.9%\uff0c95% CI = 56.9-56.9%\uff09\u63a5\u89e6\u53d1\u751f\u5728\u9760\u8fd1\u5546\u4e1a\u4e2d\u5fc3 1 \u516c\u91cc\u8303\u56f4\u5185\uff0c\u5c3d\u7ba1\u53ea\u6709 2.5%\u7684\u571f\u5730\u9762\u79ef\u5728\u5546\u4e1a\u4e2d\u5fc3 1 \u516c\u91cc\u8303\u56f4\u5185\uff08\u56fe 3c\uff09\u3002\u7ed3\u679c\u663e\u793a\uff0c\u6211\u4eec\u7684\u6865\u6881\u6307\u6570\u4e0e\u63a5\u89e6\u9694\u79bb\u5bc6\u5207\u76f8\u5173\uff08\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570 = -0.78\uff0cP < 10\u207b\u2074\uff1b\u56fe 3d\uff09\u3002\u6865\u6881\u6307\u6570\u6700\u9ad8\u7684\u5341\u5927 MSA \u6bd4\u6700\u4f4e\u7684\u5341\u5927 MSA \u9694\u79bb\u7a0b\u5ea6\u4f4e 53.1%\uff08P < 10\u207b\u2074\uff0c95% CI = 44-60%\uff09\u3002\u8fd9\u4e00\u53d1\u73b0\u540c\u6837\u5177\u6709\u7a33\u5065\u6027\uff1a\u5373\u4f7f\u5728\u63a7\u5236\u79cd\u65cf\u3001\u4eba\u53e3\u89c4\u6a21\u3001\u7ecf\u6d4e\u4e0d\u5e73\u7b49\u548c\u5176\u4ed6\u8bb8\u591a\u53d8\u91cf\u540e\uff0c\u4e2d\u5fc3\u6865\u6881\u6548\u5e94\u4ecd\u7136\u5f3a\u70c8\u4e14\u663e\u8457\uff08P < 10\u207b\u2074\uff09\u3002\u56e0\u6b64\uff0c\u9f13\u52b1\u5f00\u53d1\u5546\u5c06\u4e2d\u5fc3\uff08\u5982\u8d2d\u7269\u4e2d\u5fc3\uff09\u5b9a\u4f4d\u5728\u4e0d\u540c\u4f4f\u5b85\u793e\u533a\u4e4b\u95f4\u7684\u5206\u533a\u6cd5\u5f8b\u548c\u76f8\u5173\u653f\u7b56\u53ef\u80fd\u51cf\u5c11\u63a5\u89e6\u9694\u79bb\u3002\u6211\u4eec\u5df2\u7ecf\u786e\u5b9a\u4e86\u51e0\u4e2a\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u589e\u52a0\u878d\u5408\u7684\u5927\u57ce\u5e02\uff0c\u5e76\u5c55\u793a\u4e86\u4e00\u4e2a\u8bf4\u660e\u6027\u4f8b\u5b50\uff08\u56fe 3c, d\uff09\uff0c\u5176\u4e2d\u5317\u5361\u7f57\u6765\u7eb3\u5dde\u8d39\u8036\u7279\u7ef4\u5c14\u4e2d\u4f4d\u7f6e\u826f\u597d\u7684\u4e2d\u5fc3\u8fde\u63a5\u4e86\u4e0d\u540c\u4e2a\u4f53\u3002<\/span><\/section>\n

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\u8ba8\u8bba<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u8fd9\u4e00\u5207\u8868\u660e\uff0c\u52a8\u6001\u9694\u79bb\u6570\u636e\u8db3\u591f\u4e30\u5bcc\uff0c\u80fd\u591f\u514b\u670d\u8bb8\u591a\u770b\u4f3c\u5c40\u9650\u7684\u95ee\u9898\u3002\u6211\u4eec\u5728\u6b64\u91c7\u53d6\u7684\u52a8\u6001\u65b9\u6cd5\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6269\u5c55\uff0c\u4ee5\u7814\u7a76\u4e0d\u540c\u4eba\u7fa4\u4e2d\u9694\u79bb\u6765\u6e90\u7684\u5dee\u5f02\uff0c\u5e76\u5f00\u53d1\u4e00\u5957\u66f4\u5b8c\u6574\u7684\u5de5\u5177\u6765\u51cf\u5c11\u9694\u79bb\u548c\u6539\u5584\u57ce\u5e02\u8bbe\u8ba1\u3002<\/span><\/p>\n


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\u65b9\u6cd5<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u6570\u636e\u96c6\u4e0e\u6570\u636e\u5904\u7406<\/strong><\/span><\/p>\n

\u6570\u636e\u6765\u6e90\u4e0e\u521d\u6b65\u5904\u7406<\/strong><\/p>\n

\u6211\u4eec\u7684\u7814\u7a76\u4e3b\u8981\u4f9d\u8d56 SafeGraph \u63d0\u4f9b\u7684\u7f8e\u56fd\u6210\u5e74\u667a\u80fd\u624b\u673a\u7528\u6237\u53bb\u8bc6\u522b\u5316 GPS \u5b9a\u4f4d\u4fe1\u53f7\uff0c\u6db5\u76d6 2017 \u5e74 3 \u6708\u30017 \u6708\u548c 11 \u6708\u7684 9175 \u4e07\u7528\u6237\u548c 617 \u4ebf\u6b21\u5b9a\u4f4d\u4fe1\u53f7\uff0c\u6bcf\u6761\u4fe1\u53f7\u5305\u542b\u7eac\u5ea6\u3001\u7ecf\u5ea6\u3001\u65f6\u95f4\u6233\u548c\u7528\u6237 ID\u3002\u5c3d\u7ba1\u975e\u968f\u673a\u6837\u672c\uff0c\u8be5\u6570\u636e\u5728\u5730\u7406\u3001\u79cd\u65cf\u3001\u6536\u5165\u548c\u6559\u80b2\u5206\u5e03\u4e0a\u5747\u8861\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4eba\u7c7b\u79fb\u52a8\u7814\u7a76\uff0c\u5b58\u50a8\u4e8e\u5b89\u5168\u670d\u52a1\u5668\uff0c\u5904\u7406\u9075\u5faa SafeGraph \u653f\u7b56\u548c\u65af\u5766\u798f\u5927\u5b66\u4f26\u7406\u6307\u5357\u3002\u4e3a\u786e\u4fdd\u53ef\u9760\u6027\uff0c\u6211\u4eec\u5254\u9664\u4e86\u5c11\u4e8e 500 \u6b21\u5b9a\u4f4d\u7684\u7528\u6237\u3001\u4e0d\u51c6\u786e\u5ea6\u8d85 100 \u7c73\u7684\u4fe1\u53f7\u53ca\u91cd\u590d\u7528\u6237\uff0c\u6700\u7ec8\u4e3a 1218 \u4e07\u7528\u6237\u63a8\u65ad\u5bb6\u5ead\u4f4d\u7f6e\uff0c\u5176\u4e2d 956 \u4e07\u7528\u6237\u5173\u8054\u81f3\u79df\u91d1\u4f30\u8ba1\u503c\u3002<\/span><\/p>\n

\u5bb6\u5ead\u4f4d\u7f6e\u4e0e SES \u63a8\u65ad<\/strong><\/span><\/p>\n

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\u63a5\u89e6\u7f51\u7edc\u6784\u5efa\u4e0e\u6807\u6ce8<\/strong><\/span><\/p>\n

\u63a5\u89e6\u5b9a\u4e49\u4e3a\u4e24\u7528\u6237 5 \u5206\u949f\u5185\u76f8\u8ddd 50 \u7c73\u7684 GPS \u4fe1\u53f7\u4ea4\u6c47\uff0c\u91c7\u7528 k-d \u6811\u8ba1\u7b97 15.7 \u4ebf\u6b21\u63a5\u89e6\uff0c\u65f6\u95f4\u53d6\u65f6\u95f4\u6233\u6700\u5c0f\u503c\uff0c\u4f4d\u7f6e\u53d6\u7ecf\u7eac\u5ea6\u5e73\u5747\u503c\u3002\u63a5\u89e6\u5730\u70b9\u901a\u8fc7 SafeGraph Places<\/span>\uff08550 \u4e07 POI \u7684\u8fb9\u754c\u548c NAICS \u5206\u7c7b\uff09<\/span>\u6807\u6ce8\u4e3a\u5bb6\u5ead\u3001\u4f11\u95f2 POI \u6216\u4e2d\u5fc3\uff0c\u8f85\u4ee5 TIGER \u6570\u636e\u5e93\u7684\u9053\u8def\u548c\u94c1\u8def\u4fe1\u606f\uff0c\u4ee5\u53ca\u7f8e\u56fd\u4eba\u53e3\u666e\u67e5<\/span>\uff082013-2017\uff09<\/span>\u7684\u5730\u7406\u548c\u4eba\u53e3\u7279\u5f81\u652f\u6301\u3002<\/span><\/p>\n

\u5206\u6790<\/span><\/strong><\/span><\/p>\n

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\u9694\u79bb\u5206\u89e3<\/strong><\/span><\/p>\n

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\u6865\u6881\u6307\u6570<\/strong><\/span><\/p>\n

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\u5047\u8bbe\u68c0\u9a8c<\/strong><\/span><\/p>\n

\u4f7f\u7528 10000 \u6b21\u81ea\u4e3e\u6cd5\u8ba1\u7b97\u5047\u8bbe\u68c0\u9a8c\u548c\u7f6e\u4fe1\u533a\u95f4\uff0cSteiger\u2019s Z \u68c0\u9a8c\u6bd4\u8f83\u9884\u6d4b\u529b\uff0c\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570\u7528\u53cc\u4fa7 t \u68c0\u9a8c\uff0c\u672a\u8c03\u6574\u591a\u91cd\u6bd4\u8f83 P \u503c\u3002<\/span><\/p>\n

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\u968f\u7740\u5de5\u4e1a\u5316\u548c\u73b0\u4ee3\u5316\u7684\u53d1\u5c55\uff0c\u4e16\u754c\u8303\u56f4\u5185\u7684\u57ce\u5e02\u5316\u7387\u4e0d\u65ad\u63d0\u9ad8\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u53e3\u805a\u96c6\u5728\u57ce\u5e02\uff0c\u4f7f\u5f97\u4ea4\u901a\u62e5\u5835\u3001\u73af\u5883\u6c61\u67d3\u3001\u8d44\u6e90\u77ed\u7f3a\u7b49\u57ce\u5e02\u95ee\u9898\u65e5\u76ca\u4e25\u5cfb\u3002<\/span>\u6211\u4eec\u8feb\u5207\u9700\u8981\u5bf9\u57ce\u5e02\u7684\u57fa\u672c\u8fd0\u884c\u89c4\u5f8b\u6709\u79d1\u5b66\u7684\u8ba4\u77e5\u3002<\/span>\u8fd1\u5341\u51e0\u5e74\u6765\uff0c\u667a\u80fd\u624b\u673a\u3001\u7269\u8054\u7f51\u3001\u536b\u661f\u9065\u611f\u53ef\u4ee5\u5e2e\u52a9\u83b7\u53d6\u9ad8\u7cbe\u5ea6\u7684\u57ce\u5e02\u6570\u636e\uff1b<\/span>\u673a\u5668\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u4e3a\u5904\u7406\u5927\u89c4\u6a21\u591a\u6e90\u5f02\u6784\u6570\u636e\u63d0\u4f9b\u4e86\u6280\u672f\u624b\u6bb5\u3002<\/span>\u6b64\u5916\uff0c\u590d\u6742\u79d1\u5b66\u4ece\u6f14\u751f\u89c6\u89d2\uff0c\u5728\u4e0d\u540c\u65f6\u7a7a\u5c3a\u5ea6\u4e0a\u7814\u7a76\u57ce\u5e02\u73b0\u8c61\u7684\u57fa\u7840\u89c4\u5f8b\uff0c\u4e30\u5bcc\u4e86\u57ce\u5e02\u79d1\u5b66\u7684\u7406\u8bba\u6846\u67b6\uff1b<\/span>\u57fa\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u6a21\u62df\u65b9\u6cd5\u4e5f\u5728\u5b9e\u8df5\u4e2d\u6709\u5e7f\u9614\u7684\u5e94\u7528\u524d\u666f\u3002<\/span><\/section>\n
<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u8fd9\u4e2a\u5927\u80cc\u666f\u4e0b\uff0c<\/span>\u96c6\u667a\u4ff1\u4e50\u90e8<\/span>\u201c\u57ce\u5e02\u79d1\u5b66\u201d\u8bfb\u4e66\u4f1a<\/a>\u7531\u5317\u4eac\u5927\u5b66\u52a9\u7406\u6559\u6388\u8463\u78ca\u8054\u5408\u660e\u5c3c\u82cf\u8fbe<\/span>\u5927\u5b66\u52a9\u7406\u6559\u6388\u6731\u9012\u3001\u4e2d\u5357\u5927\u5b66\u5730\u7403\u79d1\u5b66\u4e0e\u4fe1\u606f\u7269\u7406\u5b66\u9662\u6559\u6388\u674e\u6d77\u5cf0\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u535a\u58eb\u5bc4\u5bb6\u8c6a\u5171\u540c\u53d1\u8d77\uff0c\u5206\u4eab\u3001\u8ba8\u8bba\u548c\u68b3\u7406\u201c\u57ce\u5e02\u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u201d\u7684\u7406\u8bba\u3001\u7814\u7a76\u65b9\u6cd5\u53ca\u5e94\u7528\uff0c\u5e0c\u671b\u4fc3\u8fdb\u76f8\u5173\u9886\u57df<\/span>\u5b66\u8005\u7684\u4ea4\u6d41\uff0c\u63a8\u52a8\u4ea4\u53c9\u5b66\u79d1\u95f4\u7684\u5408\u4f5c\uff0c\u4fc3\u8fdb\u57ce\u5e02\u79d1\u5b66\u7684\u53d1\u5c55\u548c\u7814\u7a76\u3002<\/span><\/span><\/span>\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501<\/span>\u56de\u653e<\/span>\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/span><\/span><\/section>\n
\n


<\/p>\n

\"\u56fe\u7247\"<\/span><\/a><\/p>\n<\/section>\n

<\/p>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
\u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1aAI\u4e0e\u56e0\u679c\u4ea4\u7ec7\u7684\u57ce\u5e02\u590d\u6742\u7cfb\u7edf<\/a><\/span>
<\/span><\/section>\n
<\/section>\n
\n
<\/section>\n<\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1. <\/strong>\u7406\u89e3\u57ce\u5e02\u590d\u6742\u6027\u7684\u65b0\u89c6\u89d2\uff1a\u4eba\u7c7b\u79fb\u52a8\u884c\u4e3a\u5982\u4f55\u5851\u9020\u57ce\u5e02\u7ecf\u6d4e\u97e7\u6027\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>\u7406\u89e3\u57ce\u5e02\u79fb\u52a8\u6027\u7684\u65b0\u65b9\u6cd5\uff1a\u77e2\u91cf\u573a\u7406\u8bba\u57fa\u4e8e\u4e2a\u4f53\u8f68\u8ff9\u5b9a\u4e49\u57ce\u5e02\u79fb\u52a8\u6027\u573a<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong>Nature Cities\u901f\u9012\uff1a\u5e74\u8f7b\u4eba\u548c\u6210\u5e74\u4eba\u7684\u57ce\u5e02\u79fb\u52a8\u6027\u548c\u9694\u79bb\u4f53\u9a8c\u5dee\u5f02<\/a><\/strong><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/strong>\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

<\/p>\n


<\/span><\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n

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

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