{"id":16487,"date":"2019-07-16T19:58:27","date_gmt":"2019-07-17T09:50:26","guid":{"rendered":"https:\/\/swarma.org\/?p=16487"},"modified":"2019-07-17T17:50:30","modified_gmt":"2019-07-17T09:50:30","slug":"2e964004e8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16487","title":{"rendered":"\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u7ed3\u6784\u51b3\u5b9a\u516c\u53f8\u4e0e\u56fd\u5bb6\u7684\u547d\u8fd0"},"content":{"rendered":"
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\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n
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\u5d4c\u5957\u6027\u662f\u7f51\u7edc\u79d1\u5b66\u7684\u6838\u5fc3\u8bae\u9898\u4e4b\u4e00\u3002\u8fd1\u671f\u53d1\u8868\u5728Physics Reports\u4e0a\u7684\u4e00\u7bc7\u8bba\u6587\uff0c\u5bf9\u590d\u6742\u7f51\u7edc\u7684\u5d4c\u5957\u6027\u8fdb\u884c\u5230\u4e86\u4ece\u73b0\u8c61\u5230\u673a\u5236\u7684\u5168\u9762\u7efc\u8ff0\u3002\u672c\u6587\u7740\u91cd\u5206\u6790\u8bba\u6587\u4e2d\u5173\u4e8e\u7f51\u7edc\u5d4c\u5957\u6027\u5728\u7ecf\u6d4e\u9884\u6d4b\u4e0a\u7684\u4e09\u4e2a\u6848\u4f8b\u3002<\/span><\/p>\n

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\u9488\u5bf9\u8fd9\u7bc7\u7f51\u7edc\u5d4c\u5957\u7efc\u8ff0\u7684\u66f4\u591a\u5185\u5bb9\uff0c\u4ee5\u53ca\u7f51\u7edc\u7ed3\u6784\u76f8\u5173\u95ee\u9898\uff0c\u6211\u4eec\u7ec4\u7ec7\u4e86\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\uff0c\u5b9a\u671f\u7ebf\u4e0a\u5206\u4eab\uff0c\u8be6\u60c5\u4e0e\u53c2\u4e0e\u65b9\u5f0f\u89c1\u6587\u672b\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\u5728\u7f16\u7a0b\u4e2d\uff0c\u5d4c\u5957\u6307\u7684\u662f\u4e00\u4e2a\u8bed\u53e5\u5957\u5728\u53e6\u4e00\u4e2a\u8bed\u53e5\u4e4b\u4e2d\uff0c\u4ece\u800c\u5f62\u6210\u5c40\u90e8\u9ad8\u5ea6\u8026\u5408\u7684\u7ed3\u6784\u3002\u5728\u590d\u6742\u7f51\u7edc\u4e2d\uff0c\u5d4c\u5957\u6027 ( Nestedness ) \u6307\u5f97\u662f\u67d0\u4e2a\u8282\u70b9\u5bf9\u4e0e\u5176\u76f8\u8fde\u7684\u8282\u70b9\u7684\u76f8\u4e92\u4f5c\u7528\u6a21\u5f0f\u6709\u5dee\u5f02\uff0c\u548c\u5176\u4e2d\u4e00\u90e8\u5206\u672c\u6765\u5c31\u5df2\u5145\u5206\u8fde\u63a5\u7684\u8282\u70b9\u66f4\u5bb9\u6613\u4ea7\u751f\u76f8\u4e92\u8054\u7cfb\u3002\u5728\u751f\u6001\u7cfb\u7edf\uff0c\u7ecf\u6d4e\u4e0e\u793e\u4ea4\u7f51\u7edc\u8fd9\u6837\u622a\u7136\u4e0d\u540c\u7684\u573a\u666f\u4e0b\uff0c\u5176\u7f51\u7edc\u7ed3\u6784\u90fd\u5448\u73b0\u5d4c\u5957\u6027\u3002<\/span><\/p>\n

\u4eca\u5e745\u6708\u7684\u4e00\u7bc7\u957f\u8fbe140\u9875\u7684\u7efc\u8ff0\uff0c\u7531\u6765\u81ea\u7535\u5b50\u79d1\u6280\u5927\u5b66\u3001\u82cf\u9ece\u4e16\u5927\u5b66\u3001\u676d\u5dde\u5e08\u8303\u5927\u5b66\u963f\u91cc\u5df4\u5df4\u5546\u5b66\u9662\u7684\u7814\u7a76\u8005\u5171\u540c\u6267\u7b14\uff0c\u8be6\u7ec6\u7684\u5bf9\u7f51\u7edc\u5d4c\u5957\u6027\u7684\u76f8\u5173\u7814\u7a76\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u7684\u5448\u73b0\u3002\u672c\u6587\u7740\u91cd\u770b\u7ecf\u6d4e\u76f8\u5173\u7684\u5e94\u7528\uff0c\u5148\u6982\u8ff0\u4f55\u4e3a\u5d4c\u5957\u6027\uff0c\u518d\u6bd4\u8f83\u5d4c\u5957\u6027\u548c\u5176\u4ed6\u590d\u6742\u7f51\u7edc\u7684\u57fa\u672c\u7edf\u8ba1\u6027\u8d28\uff0c\u4e4b\u540e\u5c55\u793a\u901a\u8fc7\u7f51\u7edc\u5d4c\u5957\u6027\u5bf9\u7ecf\u6d4e\u6d3b\u52a8\u8fdb\u884c\u9884\u6d4b\u7684\u8303\u4f8b\uff0c\u4f9b\u541b\u501f\u9274\u3002\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u5d4c\u5957\u6027\u662f\u6240\u6709\u590d\u6742\u7f51\u7edc\u666e\u904d\u5448\u73b0\u7684\u7279\u6027\uff0c\u56e0\u6b64\u5176\u5e94\u7528\u8fdc\u4e0d\u6b62\u4e8e\u7ecf\u6d4e\u548c\u793e\u4ea4\u7f51\u7edc\u3002<\/span><\/span><\/p>\n

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\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

Nestedness in complex networks: Observation, emergence, and implications<\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

https:\/\/arxiv.org\/abs\/1905.07593<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u76f4\u89c2\u4f53\u9a8c\u4f55\u4e3a\u7f51\u7edc\u5d4c\u5957<\/span><\/span><\/strong><\/span><\/p>\n

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\u4e0a\u56fe\u4e2d\u84dd\u8272\u7684\u7f51\u7edc\u662f\u5177\u6709\u5d4c\u5957\u6027\u7684\uff0c\u540c\u65f6\u4e5f\u662f\u771f\u5b9e\u4e16\u754c\u4e2d\u51fa\u73b0\u7684\uff0c\u7ea2\u8272\u7684\u7f51\u7edc\u662f\u4e0d\u5177\u6709\u5d4c\u5957\u6027\u7684\uff0c\u7531\u7a0b\u5e8f\u968f\u673a\u751f\u6210\u7684\u968f\u673a\u6a21\u578b\uff08Null model\uff09\uff1b\u5de6\u8fb9\u7684\u662f\u65e0\u5411\u56fe\uff0c\u53f3\u8fb9\u7684\u662f\u4e8c\u5206\u56fe\u3002\u76f4\u89c2\u7684\u6765\u770b\uff0c\u4e0d\u5177\u6709\u5d4c\u5957\u6027\u7684\u7f51\u7edc\uff0c\u56fe\u4e2d\u7684\u8282\u70b9\u4e0a\u5e73\u7b49\u7684\uff0c\u8fde\u63a5\u662f\u968f\u673a\u7684\uff1b\u800c\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u7f51\u7edc\uff0c\u8282\u70b9\u4e00\u548c\u4e8c\u6240\u8fde\u63a5\u7684\u8282\u70b9\u8fdc\u5927\u4e8e\u5e73\u5747\u503c\u3002\u4f46\u4e0d\u540c\u4e8e\u661f\u578b\u7f51\u7edc\uff0c\u4e0d\u4f1a\u51fa\u73b0\u4e00\u4e2a\u8282\u70b9\u548c\u5176\u4ed6\u6240\u6709\u8282\u70b9\u90fd\u8fde\u63a5\u7684\u60c5\u51b5\u3002\u4e0a\u56fe\u5de6\u4e0b\u89d2\u7684\uff0c\u8ba9\u7b14\u8005\u60f3\u8d77\u4e2d\u5b66\u65f6\u73ed\u7ea7\u91cc\u7684\u793e\u4ea4\u7f51\u7edc\uff0c\u4e00\u4e2a\u73ed\u82b1\u4e00\u4e2a\u73ed\u8349\u90fd\u662f\u4eba\u7f18\u5f88\u597d\u7684\uff0c\u504f\u504f\u4fe9\u4eba\u8fd8\u6709\u4e9b\u5c0f\u66a7\u6627\u3002<\/span><\/p>\n

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\u6211\u4eec\u5c06\u90bb\u63a5\u77e9\u9635\u4e2d\u76841\u53d8\u4e3a\u9ed1\u70b9\uff0c0\u53d8\u4e3a\u767d\u8272\uff0c\u53ef\u4ee5\u628a\u8fde\u63a5\u77e9\u9635\u53ef\u89c6\u5316\u7684\u5c55\u793a\u51fa\u6765\u3002<\/span><\/span><\/p>\n

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\u6240\u6709\u7684\u56db\u4e2a\u7f51\u7edc\uff0c\u90fd\u5c55\u793a\u51fa\u4e0d\u540c\u7a0b\u5ea6\u7684\u7f51\u7edc\u5d4c\u5957\u6027\u3002<\/span><\/p>\n

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\u7f51\u7edc\u5d4c\u5957\u6027\u548c\u5176\u4ed6\u7684\u7f51\u7edc\u7279\u6027\u7684\u5173\u7cfb<\/span><\/strong><\/span><\/p>\n

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  1. \n

    \u8282\u70b9\u4e4b\u95f4\u7684\u8fde\u63a5\u5ea6\u6570\u5448\u5e42\u5f8b\u5206\u5e03\uff08scale law\uff09\uff0c\u7531\u5c11\u6570\u8fde\u63a5\u591a\u7684\u8282\u70b9\u548c\u5927\u591a\u6570\u8fde\u63a5\u5c11\u7684\u8282\u70b9\u7ec4\u6210<\/span><\/p>\n<\/li>\n

  2. \n

    \u4e0d\u76f8\u8054\u6027 disassociality-\u8282\u70b9\u503e\u5411\u4e8e\u548c\u548c\u81ea\u5df1\u4e0d\u7c7b\u4f3c\u7684\u8282\u70b9\u8fde\u63a5\uff0c\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u4e0d\u540c\u5174\u8da3\u6216\u8005\u6027\u522b\u7684\u4eba\u66f4\u5bb9\u6613\u8fde\u63a5\uff0c\u800c\u5982\u679c\u53ea\u770b\u5ea6\u6570\uff0c\u90a3\u5c31\u662f\u540c\u6837\u5ea6\u6570\u7684\u8282\u70b9\u4e4b\u95f4\u76f8\u4e92\u8fde\u63a5\u7684\u6982\u7387\u4f4e\u4e8e\u4e0d\u540c\u5ea6\u6570\u7684\u8282\u70b9\u8fde\u63a5\u7684\u6982\u7387<\/span><\/p>\n<\/li>\n

  3. \n

    \u8fb9\u7f18-\u4e2d\u5fc3\u6548\u5e94\uff08core-periphery structure\uff09\uff0c\u5f53\u7f51\u7edc\u4e2d\u5927\u90e8\u5206\u8282\u70b9\u90fd\u53ea\u548c\u4e2d\u5fc3\u8282\u70b9\u8fde\u63a5\uff0c\u800c\u81ea\u8eab\u5f88\u5c11\u6709\u5176\u5b83\u8fde\u63a5\u65f6\uff0c\u6211\u4eec\u8bf4\u8be5\u7f51\u7edc\u5177\u6709\u8fb9\u7f18\u4e2d\u5fc3\u6548\u5e94\uff0c\u800c\u5177\u6709\u5d4c\u5957\u7ed3\u6784\u7684\u7f51\u7edc\uff0c\u591a\u534a\u4e5f\u5448\u73b0\u51fa\u8fb9\u7f18\u4e2d\u5fc3\u6548\u5e94<\/span><\/p>\n<\/li>\n

  4. \n

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    \u7814\u7a76\u590d\u6742\u7cfb\u7edf\uff0c\u4e00\u4e2a\u91cd\u8981\u7684\u76ee\u7684\u662f\u5bf9\u7f51\u7edc\u7684\u672a\u6765\u884c\u4e3a\u8fdb\u884c\u9884\u6d4b\u3002\u4e0b\u9762\u7684\u4e09\u4e2a\u4f8b\u5b50\uff0c\u5c55\u793a\u4e86\u8861\u91cf\u7f51\u7edc\u5d4c\u5957\u7a0b\u5ea6\uff0c\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u5c3a\u5ea6\u4e0a\u5bf9\u672a\u6765\u8fdb\u884c\u9884\u6d4b\u3002<\/span><\/p>\n

    \u5728\u7ecf\u6d4e\u76f8\u5173\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u7f51\u7edc\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u4ee3\u8868\u4e00\u4e2a\u516c\u53f8\u6216\u4e00\u4e2a\u56fd\u5bb6\uff0c\u6216\u8005\u4ee3\u8868\u4e00\u79cd\u8d27\u7269\uff0c\u5982\u679c\u5b58\u5728\u4ea4\u6613\uff0c\u7f51\u7edc\u90bb\u63a5\u77e9\u9635\u4e2d\u5bf9\u5e94\u4f4d\u7f6e\u4e3a1\uff0c\u5982\u4e0d\u5b58\u5728\uff0c\u4e3a0\u3002<\/span><\/p>\n

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    \u516c\u53f8\u80fd\u5426\u751f\u5b58\uff0c<\/strong><\/span><\/p>\n

    \u7528\u5bf9\u7f51\u7edc\u5d4c\u5957\u6027\u7684\u8d21\u732e\u5ea6\u5c31\u80fd\u9884\u6d4b<\/span><\/strong><\/span><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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

    \u5bf9\u4e8e\u7f51\u7edc\u4e2d\u7684\u4e00\u4e2a\u8282\u70b9\u6765\u8bf4\uff0c\u5982\u679c\u5c06\u8be5\u8282\u70b9\u7684\u8fde\u63a5\u6362\u6210\u662f\u968f\u673a\u7684\u8fde\u63a5\uff0c\u6b64\u65f6\u7f51\u7edc\u7684\u5d4c\u5957\u6027\u53d1\u751f\u7684\u53d8\u5316\uff0c\u53ef\u4ee5\u770b\u6210\u662f\u8be5\u8282\u70b9\u5bf9\u4e8e\u7f51\u7edc\u5d4c\u5957\u6027\u7684\u8d21\u732e\u7a0b\u5ea6\u3002\u5728\u751f\u6001\u7cfb\u7edf\u4e2d\uff0c\u4e00\u4e2a\u7269\u79cd\u5bf9\u7f51\u7edc\u5d4c\u5957\u8d21\u732e\u5ea6\u8d8a\u5927\uff0c\u5176\u8d8a\u5bb9\u6613\u8fd8\u662f\u4e0d\u5bb9\u6613\u706d\u7edd\u4e86\uff1f\u7c7b\u4f3c\u7684\u95ee\u9898\uff0c\u4e00\u5bb6\u516c\u53f8\u5728\u4ea4\u6613\u7f51\u7edc\u4e2d\uff0c\u5982\u679c\u5bf9\u7f51\u7edc\u5d4c\u5957\u6027\u8d21\u732e\u8d8a\u5927\uff0c\u662f\u66f4\u5bb9\u6613\u8fd8\u662f\u66f4\u4e0d\u5bb9\u6613\u7834\u4ea7\u4e86\uff1f\u8ba9\u6211\u4eec\u505a\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff0c\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u4e00\u4e2a\u5177\u6709\u5b8c\u7f8e\u5d4c\u5957\u6027\u7684\u7f51\u7edc\uff1a<\/span><\/span><\/p>\n

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

    \"\u96c6\u667a\"<\/span><\/p>\n

    \u90a3\u4e9b\u8282\u70b9\u53d8\u6210\u968f\u673a\u7684\u8fde\u63a5\uff0c\u5bf9\u7f51\u7edc\u5d4c\u5957\u7a0b\u5ea6\u7684\u5f71\u54cd\u6700\u5927\uff1f\u8fde\u63a5\u6700\u591a\u7684\u8282\u70b9\u4e0d\u4f1a\uff0c\u6700\u4e0a\u9762\u7684\u90a3\u4e2a\u968f\u673a\u540e\u5f88\u5927\u7684\u6982\u7387\u8fd8\u662f\u7ef4\u6301\u539f\u6837\uff0c\u6700\u4e0b\u9762\u7684\u4e5f\u4e0d\u4f1a\uff0c\u8be5\u8282\u70b9\u6539\u4e3a\u548c\u5176\u4ed6\u8282\u70b9\u94fe\u63a5\uff0c\u5bf9\u7f51\u7edc\u7684\u5d4c\u5957\u7a0b\u5ea6\u6ca1\u6709\u591a\u5c11\u5f71\u54cd\uff0c\u5047\u8bbe\u8fd9\u6837\u7684\u8282\u70b9\u6700\u5bb9\u6613\u706d\u7edd\uff0c\u90a3\u8fd9\u6837\u7684\u7f51\u7edc\u5927\u591a\u6570\u65f6\u57fa\u672c\u6ca1\u6709\u53d8\u5316\uff0c\u800c\u5076\u5c14\u4e2d\u5fc3\u8282\u70b9\u6d88\u5931\u65f6\uff0c\u7f51\u7edc\u7ed3\u6784\u53d1\u751f\u5267\u53d8\u3002\u800c\u8fd9\u548c\u6211\u4eec\u7684\u65e5\u5e38\u7ecf\u9a8c\u4e0d\u7b26\uff0c\u4e0d\u7ba1\u662f\u751f\u6001\u8fd8\u662f\u7ecf\u6d4e\uff0c\u7f51\u7edc\u90fd\u662f\u5373\u7a33\u5b9a\u53c8\u5728\u65f6\u523b\u6539\u53d8\u7684\u3002<\/span><\/span><\/p>\n

    \"\u96c6\u667a\"<\/span><\/p>\n

    \u6765\u81ea Strong contributors to network persistence are the most vulnerable to extinction<\/span><\/strong><\/span><\/p>\n

    \u800c\u4e0a\u56fe\u4e2d\u7eff\u8272\u7684\u8282\u70b9\uff0c\u5b83\u7684\u8fb9\u5982\u679c\u968f\u673a\u8fde\u63a5\u7684\u8bdd\uff0c\u5bf9\u7f51\u7edc\u7684\u5d4c\u5957\u7ed3\u6784\u7684\u5f71\u54cd\u6700\u5927\uff0c\u800c\u8fd9\u7c7b\u8282\u70b9\u706d\u7edd\u7684\u6982\u7387\u4e5f\u8d8a\u5927\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5982\u679c\u4f60\u7684\u516c\u53f8\u662f\u4e13\u95e8\u53ea\u505a\u4e00\u4e2a\u7ec6\u5206\u5e02\u573a\uff0c\u90a3\u5176\u751f\u5b58\u7684\u4e0b\u53bb\u6982\u7387\u5f88\u5927\uff0c\u5982\u679c\u662f\u50cf\u963f\u91cc\u817e\u8baf\u8fd9\u6837\u5de8\u65e0\u9738\uff0c\u4e5f\u4e0d\u5bb9\u6613\u5012\u4e0b\uff0c\u6700\u5371\u9669\u7684\u662f\u5728\u4e2d\u95f4\u7684\u90a3\u90e8\u5206\u3002<\/span><\/span><\/p>\n

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

    \u6839\u636e\u7f51\u7edc\u5f53\u4e0b\u7ed3\u6784<\/strong><\/span><\/p>\n

    \u9884\u6d4b\u54ea\u4e9b\u8fde\u63a5\u4f1a\u51fa\u73b0\/\u6d88\u5931<\/strong><\/span><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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

    \u5982\u679c\u6211\u4eec\u5bf9\u5b9e\u9645\u7f51\u7edc\u5177\u6709\u5d4c\u5957\u6027\u5f88\u6709\u4fe1\u5fc3\uff0c\u90a3\u5f53\u67d0\u4e9b\u8282\u70b9\u95f4\u7684\u8fde\u63a5\u5bf9\u5d4c\u5957\u6027\u6709\u660e\u663e\u7684\u8d1f\u8d21\u732e\u5ea6\u7684\u65f6\u5019\uff0c\u90a3\u5c31\u53ef\u4ee5\u9884\u6d4b\u8fd9\u6837\u7684\u8fde\u63a5\u53ef\u80fd\u4f1a\u6d88\u5931\u3002\u4e5f\u5c31\u662f\u4ece\u5f53\u4e0b\u627e\u51fa\u90a3\u4e9b\u56fd\u5bb6\u4e4b\u95f4\u672a\u6765\u4f1a\u4ea7\u751f\u90a3\u7c7b\u65b0\u7684\u8d38\u6613\u8fde\u63a5\uff0c\u90a3\u4e9b\u8d38\u6613\u79cd\u7c7b\u53c8\u4f1a\u6d88\u5931\u3002<\/span><\/p>\n

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

    \"\u96c6\u667a\"<\/p>\n

    \"\u96c6\u667a\"<\/p>\n

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

    \u4e0a\u56fe\u7684\u6570\u636e\u6e90\u4e8e114\u4e2a\u56fd\u5bb6\u95f4772\u79cd\u8d27\u7269\u8d38\u6613\u7684\u591a\u5e74\u6570\u636e\uff0c\u5b9e\u7ebf\u4ee3\u8868\u73b0\u5b9e\u60c5\u51b5\u4e0b\u6709\u591a\u5c11\u8fde\u63a5\u6d88\u5931\/\u51fa\u73b0\uff0c\u865a\u7ebf\u4ee3\u8868\u7684\u5728\u968f\u673a\u6a21\u62df\u60c5\u51b5\u4e0b\uff0c\u6709\u591a\u5c11\u8fde\u63a5\u6d88\u5931\/\u51fa\u73b0\uff0c\u7eb5\u8f74\u662f\u6982\u7387\u5bc6\u5ea6\uff0c\u6a2a\u8f74\u4ee3\u8868\u7684\u662f\u67d0\u6761\u8fde\u63a5\u548c\u5728\u5177\u6709\u5b8c\u7f8e\u7684\u5d4c\u5957\u7ed3\u6784\u7684\u7f51\u7edc\u4e2d\u5bf9\u5e94\u8fde\u63a5\u7684\u8ddd\u79bb\uff0c\u8be5\u503c\u8d8a\u63a5\u8fd10\uff0c\u8bf4\u660e\u5728\u7406\u60f3\u7684\u5d4c\u5957\u7f51\u7edc\u4e2d\uff0c\u8be5\u8282\u70b9\u8d8a\u5e94\u8be5\u51fa\u73b0\u3002\u5de6\u53f3\u4fe9\u56fe\u4e4b\u4e2d\uff0c\u5b9e\u7ebf\u865a\u7ebf\u90fd\u6709\u663e\u8457\u7684\u5dee\u522b\u3002\u5047\u8bbe\u7406\u60f3\u7684\u5d4c\u5957\u7f51\u7edc\u4e2d\u5b58\u5728\u4e0d\u8be5\u51fa\u73b0\u7684\u8fde\u63a5\uff0c\u66f4\u5bb9\u6613\u6d88\u5931\u3002\u800c\u5f53\u8865\u5145\u67d0\u4e9b\u8fde\u63a5\u80fd\u663e\u8457\u63d0\u5347\u7f51\u7edc\u7684\u5d4c\u5957\u7a0b\u5ea6\u65f6\uff0c\u672a\u6765\u8fd9\u4e9b\u8fde\u63a5\u53ef\u80fd\u4f1a\u51fa\u73b0\u3002\u8fd9\u610f\u5473\u7740\u53ef\u4ee5\u6839\u636e\u5f53\u524d\u8d38\u6613\u7f51\u7edc\u4e2d\u6bcf\u6761\u8fb9\u5bf9\u7f51\u7edc\u5d4c\u5957\u6027\u7684\u8d21\u732e\u5ea6\u6765\u9884\u6d4b\u672a\u6765\u8d38\u6613\u4ea7\u54c1\u95f4\u7684\u8d38\u6613\u5173\u7cfb\u4f1a\u51fa\u73b0\u6216\u6d88\u5931\u3002<\/span><\/p>\n

    \u6839\u636e\u4e0a\u9762\u4e24\u5e45\u56fe\uff0c\u8bfb\u8005\u53ef\u4ee5\u731c\u731c\u9884\u6d4b\u8fde\u63a5\u6d88\u5931\u7684AUC\u548c\u9884\u6d4b\u8fde\u63a5\u51fa\u73b0\u7684AUC\uff08\u5e38\u7528\u7684\u8861\u91cf\u9884\u6d4b\u7b97\u6cd5\u6027\u80fd\u7684\u6307\u6807\uff09\u66f4\u9ad8\uff0c\u4ece\u5de6\u53f3\u4e24\u5e45\u56fe\u5bf9\u6bd4\uff0c\u5de6\u56fe\u7684\u4fe9\u6761\u7ebf\u7684\u5dee\u8ddd\u66f4\u5927\uff1b\u5bf9\u5177\u4f53\u573a\u666f\u5206\u6790\uff0c\u963b\u6b62\u4e0d\u8be5\u51fa\u73b0\u7684\u8d38\u6613\u8fde\u63a5\u7684\u6d88\u5931\u56e0\u7d20\uff0c\u8981\u5c0f\u4e8e\u5730\u7f18\u653f\u6cbb\u7b49\u5bf9\u672c\u5e94\u8be5\u51fa\u73b0\u7684\u8d38\u6613\u673a\u4f1a\u7684\u963b\u788d\u3002\u56e0\u6b64\u6211\u731c\u6d4b\u662f\u524d\u8005\u66f4\u5bb9\u6613\uff0c\u800c\u572812\u5e74\u7684\u7814\u7a76\u4e2d\uff0c\u662f\u524d\u8005\u7684AUC\u8fbe\u5230\u4e860.81\uff0c\u800c\u540e\u8005\u53ea\u67090.62\u3002<\/span><\/p>\n

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

    \n
    \n
    \n

    \u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

    The Dynamics of Nestedness Predicts the Evolution of Industrial Ecosystems<\/span><\/p>\n

    \u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n

    https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0049393<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

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

    \n

    \n
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    <\/p>\n

    \u7f51\u7edc\u5d4c\u5957\u6027<\/strong><\/span><\/p>\n

    \u9884\u6d4b\u56fd\u5bb6\u7684\u53d1\u5c55\u6f5c\u529b\u53caGDP\u589e\u957f<\/span><\/strong><\/span><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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

    \u4e0a\u8ff0\u7684\u5e94\u7528\uff0c\u8003\u8651\u7684\u90fd\u662f\u4e00\u4e2a\u7f51\u7edc\uff0c\u800c\u5c06\u4e00\u4e2a\u4e2a\u7684\u7f51\u7edc\u770b\u6210\u4e00\u4e2a\u6574\u4f53\uff0c\u53ef\u4ee5\u8fdb\u884c\u66f4\u4e3a\u5b8f\u89c2\u7684\u9884\u6d4b\uff0c\u4f8b\u5982\u9884\u6d4b\u4e00\u4e2a\u56fd\u5bb6\u7684GDP\u589e\u957f\uff0c\u4e0b\u56fe\u5c55\u793a\u7684\u6a2a\u8f74\u4ee3\u8868\u4e00\u4e2a\u56fd\u5bb6\u5185\u90e8\u8d38\u6613\u7f51\u7edc\u7684\u5065\u58ee\u7a0b\u5ea6\uff0c\u8d8a\u5177\u6709\u5d4c\u5957\u6027\u7684\u7f51\u7edc\u8be5\u5206\u8d8a\u9ad8\uff0c\u800c\u7eb5\u8f74\u4ee3\u8868\u8be5\u56fdGDP\u7684\u53ef\u9884\u6d4b\u6027\uff0c\u8be5\u56fe\u8bf4\u660e\u53ef\u4ee5\u6309\u7167\u63cf\u8ff0\u7f51\u7edc\u5d4c\u5957\u6027\u7684fitness\u6253\u5206\uff0c\u5c06\u5404\u56fd\u5206\u4e3a\u7ecf\u6d4e\u589e\u957f\u53ef\u9884\u6d4b\u7684\u548c\u4e0d\u53ef\u9884\u6d4b\u7684\uff0c\u5bf9\u4e8e\u524d\u8005\uff0c\u53ef\u4ee5\u9884\u6d4b\u5176\u672a\u6765\u51fa\u5448\u73b0\u663e\u8457\u7ecf\u6d4e\u589e\u957f\uff0c\u4f8b\u59821995\u5e74\u7684\u4e2d\u56fd\u7684fitness score\u9884\u6d4b\u4e86\u8fd120\u5e74\u6765\u4e2d\u56fd\u7ecf\u6d4e\u7684\u817e\u98de\u3002<\/span><\/span><\/p>\n

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

    \"\u96c6\u667a\"<\/span><\/p>\n

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

    \u6839\u636e\u5f53\u4e0b\u7684GDP\uff08\u7eb5\u8f74\uff09\uff0c\u4ee5\u53ca\u7ecf\u6d4e\u4f53\u7684fitness\u6253\u5206\uff0cIMF\uff08\u56fd\u9645\u8d27\u5e01\u7ec4\u7ec7\uff09\u7684\u7814\u7a76\uff0c\u5c06\u4e16\u754c\u4e0a\u7684\u56fd\u5bb6\u5206\u4e3a\u4e86\u4ee5\u4e0b\u56db\u7c7b\uff1a\u56fe\u4e2d\u84dd\u8272\u7684\u662f\u53d1\u8fbe\u56fd\u5bb6\uff0c\u7ea2\u8272\u7684\u9762\u6599\u7ecf\u6d4e\u8870\u9000\u98ce\u9669\u7684\u56fd\u5bb6\uff0c\u7d2b\u8272\u7684\u662f\u9677\u843d\u5728\u8d2b\u56f0\u9677\u9631\u4e2d\u7684\u56fd\u5bb6\uff0c\u800c\u7eff\u8272\u7684\u662f\u6210\u957f\u4e2d\u7684\u7ecf\u6d4e\u4f53\u3002<\/span><\/p>\n

    \"\u96c6\u667a\"<\/span><\/p>\n

    \u6765\u6e90\uff1a<\/span><\/strong>On the Predictability of Growth<\/span><\/strong><\/span><\/span><\/p>\n

    \u719f\u6089\u7f51\u7edc\u79d1\u5b66\u7684\u8bfb\u8005\uff0c\u4f1a\u60f3\u5230\u57fa\u4e8e\u4e00\u4e2a\u56fd\u5bb6\u80fd\u591f\u751f\u4ea7\u7684\u4ea7\u54c1\u7684\u591a\u6837\u6027\uff0c\u6765\u9884\u6d4b\u8be5\u56fd\u7684\u7ecf\u6d4e\u6f5c\u529b\u3002\u4f8b\u5982\u4e2d\u56fd\u5728\u56fd\u9645\u8d38\u6613\u4e2d\u53c2\u4e0e\u7684\u95e8\u7c7b\u4f17\u591a\uff0c\u56e0\u6b64\u7ecf\u6d4e\u6f5c\u529b\u66f4\u5927\uff0c\u5728\u56fd\u9645\u8d38\u6613\u7f51\u7edc\u4e2d\u5360\u636e\u4e2d\u5fc3\u8282\u70b9\uff0c\u4e5f\u5c31\u610f\u5473\u7740\u8fd9\u4e9b\u8fdb\u53e3\u7684\u51fa\u53e3\u7684\u5546\u54c1\uff0c\u8981\u5728\u56fd\u5185\u5e02\u573a\u8fdb\u884c\u52a0\u5de5\u5904\u7406\uff0c\u7531\u6b64\u56fd\u5185\u8d38\u6613\u7f51\u7edc\u4e5f\u8d8a\u503e\u5411\u4e8e\u5448\u73b0\u5d4c\u5957\u7ed3\u6784\uff0c\u800c\u53ea\u5904\u7406\u4f4e\u7ea7\u519c\u4ea7\u54c1\u6216\u67d0\u4e2a\u7ec6\u5206\u95e8\u7c7b\u7684\u56fd\u5bb6\uff0c\u5176\u56fd\u5185\u8d38\u6613\u4e5f\u4f1a\u76f8\u5bf9\u8fd1\u4f3c\u968f\u673a\u4ea7\u751f\u7684Null model\uff0c\u7531\u6b64\u5c06\u7f51\u7edc\u5d4c\u5957\u6027\u4e0e\u4e4b\u524d\u5173\u4e8e\u56fd\u5bb6\u7ecf\u6d4e\u6f5c\u529b\u7684\u7814\u7a76\u8054\u7cfb\u8d77\u6765\u3002<\/span><\/span><\/p>\n

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

    \n
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    <\/p>\n

    \u672a\u6765\u7684\u7814\u7a76\u65b9\u5411\u5c55\u671b<\/span><\/strong><\/span><\/span><\/strong><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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

    \u4e2d\u7f8e\u7684\u8d38\u6613\u4e89\u7aef\uff0c\u8ba9\u4eba\u4eec\u601d\u8003\u8fd9\u6837\u4e00\u4e2a\u95ee\u9898\uff0c\u7a76\u7adf\u4e2d\u7f8e\u95f4\u7684\u8d38\u6613\u7f51\u7edc\u662f\u4e0d\u662f\u7a33\u5b9a\u7684\uff0c\u7531\u4e8e\u589e\u52a0\u5173\u7a0e\u4f1a\u5f71\u54cd\u7f51\u7edc\u4e2d\u7684\u90e8\u5206\u8fde\u63a5\uff0c\u4f1a\u4e0d\u4f1a\u5bf9\u7f51\u7edc\u6574\u4f53\u7684\u7ed3\u6784\u4ea7\u751f\u663e\u8457\u7684\u5f71\u54cd\u3002\u5728\u751f\u6001\u5b66\u4e2d\uff0c\u79d1\u5b66\u5bb6\u5bf9\u7f51\u7edc\u9c81\u68d2\u6027\u548c\u5d4c\u5957\u6027\u7684\u5173\u7cfb\u6709\u8fc7\u8be6\u5c3d\u7684\u7814\u7a76\uff0c\u4f46\u7531\u4e8e\u73b0\u5b9e\u751f\u6d3b\u4e2d\u7684\u7f51\u7edc\uff0c\u4e0d\u7ba1\u662f\u516c\u53f8\u5c42\u9762\u8fd8\u662f\u56fd\u5bb6\u5c42\u9762\uff0c\u53d7\u5230\u7684\u5f71\u54cd\u56e0\u7d20\u90fd\u592a\u591a\u4e86\u3002\u800c\u7f51\u7edc\u7684\u9c81\u68d2\u6027\u8fd9\u6837\u7684\u5b8f\u89c2\u6d8c\u73b0\u7279\u5f81\uff0c\u4e0d\u6b62\u53d7\u5236\u4e8e\u7f51\u7edc\u672c\u8eab\u7684\u62d3\u6251\u7ed3\u6784\uff0c\u4f8b\u5982\u7f51\u7edc\u7684\u5d4c\u5957\u7a0b\u5ea6\uff0c\u8fd8\u4f1a\u53d7\u5230\u5916\u5728\u7684\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u4f8b\u5982\u6cd5\u89c4\uff0c\u79d1\u6280\u7684\u53d8\u5316\uff0c\u56e0\u6b64\u76f8\u6bd4\u751f\u6001\u7cfb\u7edf\u6709\u66f4\u5927\u7684\u7814\u7a76\u96be\u5ea6\u3002\u4f46\u8fd9\u4e2a\u95ee\u9898\u59cb\u7ec8\u5b58\u5728\uff0c\u5e76\u6709\u7740\u5de8\u5927\u7684\u7814\u7a76\u6311\u6218\u548c\u6f5c\u529b\u3002<\/span><\/p>\n

    \u5bf9\u4e8e\u7f51\u7edc\u5d4c\u5957\u6027\u7684\u7814\u7a76\u6765\u8bf4\uff0c\u5b83\u59cb\u7ec8\u9700\u8981\u89e3\u51b3\u4e00\u4e2a\u6700\u57fa\u672c\u7684\u95ee\u9898\uff0c\u5c31\u662f\u4e3a\u4f55\u7f51\u7edc\u4f1a\u51fa\u73b0\u5d4c\u5957\u7ed3\u6784\uff0c\u662f\u54ea\u4e9b\u673a\u5236\u4f7f\u5f97\u7f51\u7edc\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u9010\u6e10\u5448\u73b0\u51fa\u5d4c\u5957\u7ed3\u6784\uff0c\u6211\u4eec\u80fd\u5426\u5728\u5d4c\u5957\u7ed3\u6784\u8fd8\u4e0d\u660e\u663e\u7684\u65f6\u5019\uff0c\u5c31\u9884\u5148\u68c0\u6d4b\u51fa\u5c06\u8981\u5448\u73b0\u5d4c\u5957\u7ed3\u6784\u7684\u7f51\u7edc\u3002\u7528\u7ecf\u6d4e\u5b66\u7684\u573a\u666f\u6765\u8bf4\uff0c\u5c31\u662f\u6211\u4eec\u90fd\u77e5\u9053\u4e00\u4e2a\u56fd\u5bb6\u7684\u8d38\u6613\u8fde\u63a5\u8981\u591a\u6837\uff0c\u8981\u5177\u6709\u5d4c\u5957\u6027\uff0c\u4f46\u6211\u8be5\u5236\u5b9a\u600e\u6837\u7684\u8ba1\u5212\uff0c\u624d\u80fd\u8fbe\u5230\u8fd9\u4e00\u76ee\u6807\uff0c\u4ec0\u4e48\u6837\u7684\u5e72\u9884\u624b\u6bb5\u6709\u6548\uff0c\u4ec0\u4e48\u6837\u7684\u65e0\u6548\uff0c\u80fd\u4e0d\u80fd\u505a\u4e00\u4e2a\u5b9e\u9a8c\uff0c\u53bb\u5b9e\u5730\u9a8c\u8bc1\u3002<\/span><\/p>\n

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

    \n
    \n
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    \u4f5c\u8005\uff1a\u90ed\u745e\u4e1c<\/span><\/p>\n

    \u5ba1\u6821\uff1a\u5d14\u6d69\u5ddd<\/span><\/p>\n

    \u7f16\u8f91\uff1a\u5f20\u723d<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

    \n
    \n
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    <\/p>\n

    \u96c6\u667a\u5d4c\u5957\u7f51\u7edc\u8bfb\u4e66\u4f1a\u62db\u52df<\/span><\/strong><\/span><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n

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

    \u96c6\u667a\u5d4c\u5957\u7f51\u7edc\u8bfb\u4e66\u4f1a\u4e3b\u8981\u4f1a\u7ec4\u7ec7\u6210\u5458\u4e00\u8d77\u9605\u8bfb\u5d4c\u5957\u7f51\u7edc\u4f46\u4e0d\u5c40\u9650\u5d4c\u5957\u7f51\u7edc\u7684\u6587\u732e\u3001\u4e66\u7c4d\uff0c\u7ed3\u5408\u6587\u732e\u9605\u8bfb\uff0c\u6211\u4eec\u4f1a\u5728\u6bcf\u4e2a\u6708\u7ec4\u7ec7\u4e00\u6b21\u96c6\u4e2d\u7684\u5728\u7ebf\u8ba8\u8bba\uff0c\u4e00\u8d77\u63a2\u8ba8\u5d4c\u5957\u6027\u662f\u5982\u4f55\u4f18\u5316\u7f51\u7edc\u4e2d\u8d44\u6e90\u5206\u914d\u3001\u4fe1\u606f\u6d41\u52a8\u4ee5\u53ca\u53bb\u56de\u7b54\u4ec0\u4e48\u6837\u7684\u7ed3\u6784\uff08\u7ec4\u7ec7\u5f62\u5f0f\uff09\u80fd\u8ba9\u7cfb\u7edf\u7a33\u5b9a\u589e\u957f\u548c\u6f14\u5316\u3002\u6b22\u8fce\u5927\u5bb6\u53c2\u4e0e\u4ee5\u6b64\u4e3a\u5951\u673a\uff0c\u52a0\u5165\u8bfb\u4e66\u4f1a\uff0c\u4e00\u8d77\u4ea4\u6d41\u5b66\u4e60\uff0c\u66f4\u6df1\u523b\u5730\u7406\u89e3\u81ea\u7136\u754c\u4e2d\u7684\u7ed3\u6784\u3002<\/span><\/p>\n

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

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    \u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/span><\/p>\n

    <\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \n

    \n<\/section>\n

    \u8d27\u5e01\u5c0f\u4e16\u754c\u7f51\u7edc\u63ed\u793a\u4e3a\u4ec0\u4e48\u5168\u7403\u5316\u6d6a\u6f6e\u4e0d\u53ef\u9006\u8f6c<\/a><\/span><\/strong><\/p>\n

    \u5982\u4f55\u68c0\u6d4b\u793e\u56e2\u5185\u7684\u5d4c\u5957\u7ed3\u6784\uff1f<\/span><\/strong><\/a><\/p>\n

    \u5927\u8111\u7f51\u7edc\u5982\u4f55\u5b9e\u73b0\u4ece\u610f\u8bc6\u5230\u6f5c\u610f\u8bc6\u7684\u72b6\u6001\u8f6c\u53d8\uff1f\u2014\u2014k\u6838\u5206\u89e3\u7ed9\u4f60\u7b54\u6848<\/span><\/strong><\/a><\/p>\n

    \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01\u96c6\u667a\u4ff1\u4e50\u90e8\u56e2\u961f\u62db\u65b0\u5566\uff01<\/span><\/strong><\/a><\/p>\n

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

    \n
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    \n

    \n
    \"\u96c6\u667a\"<\/div>\n

    \n

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    \n

    \u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

    \u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n

    \n

    \u25c6<\/span>\u25c6<\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

    \u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n

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

    \u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

    \n
    \"\u96c6\u667a\"<\/div>\n<\/section>\n

    \u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \n

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

    \n

    \u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u5bfc\u8bed \u5d4c\u5957\u6027\u662f\u7f51\u7edc\u79d1\u5b66\u7684\u6838\u5fc3\u8bae\u9898\u4e4b\u4e00\u3002\u8fd1\u671f\u53d1\u8868\u5728Physics Reports\u4e0a\u7684\u4e00\u7bc7\u8bba\u6587\uff0c\u5bf9\u590d\u6742\u7f51\u7edc\u7684\u5d4c\u5957\u6027\u8fdb\u884c\u5230\u4e86\u4ece\u73b0\u8c61\u5230\u673a\u5236\u7684\u5168\u9762\u7efc\u8ff0\u3002\u672c\u6587\u7740\u91cd\u5206\u6790\u8bba\u6587\u4e2d\u5173\u4e8e\u7f51\u7edc\u5d4c\u5957\u6027\u5728\u7ecf\u6d4e\u9884\u6d4b\u4e0a\u7684\u4e09\u4e2a\u6848\u4f8b\u3002 \u9488\u5bf9\u8fd9\u7bc7\u7f51\u7edc\u5d4c\u5957\u7efc\u8ff0\u7684\u66f4\u591a\u5185\u5bb9\uff0c\u4ee5\u53ca\u7f51\u7edc\u7ed3\u6784\u76f8\u5173\u95ee\u9898\uff0c\u6211\u4eec\u7ec4\u7ec7\u4e86\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\uff0c\u5b9a\u671f\u7ebf\u4e0a\u5206\u4eab\uff0c\u8be6\u60c5\u4e0e\u53c2\u4e0e…<\/p>\n","protected":false},"author":1,"featured_media":16489,"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\/16487"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16487"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16487\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/16489"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16487"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=16487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}