{"id":12777,"date":"2018-11-12T01:00:00","date_gmt":"2018-11-11T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%e6%a3%80%e9%aa%8c%e6%98%af%e5%90%a6%e6%9c%8d%e4%bb%8e%e5%b9%82%e5%be%8b%e5%88%86%e5%b8%83%ef%bc%9f2%e8%a1%8c%e4%bb%a3%e7%a0%81%e6%90%9e%e5%ae%9a%ef%bc%81-%e9%9b%86%e6%99%ba%e7%99%be%e7%a7%91\/"},"modified":"2019-01-02T18:32:09","modified_gmt":"2019-01-02T10:32:09","slug":"%e6%a3%80%e9%aa%8c%e6%98%af%e5%90%a6%e6%9c%8d%e4%bb%8e%e5%b9%82%e5%be%8b%e5%88%86%e5%b8%83%ef%bc%9f2%e8%a1%8c%e4%bb%a3%e7%a0%81%e6%90%9e%e5%ae%9a%ef%bc%81-%e9%9b%86%e6%99%ba%e7%99%be%e7%a7%91","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=12777","title":{"rendered":"\u68c0\u9a8c\u662f\u5426\u670d\u4ece\u5e42\u5f8b\u5206\u5e03\uff1f2\u884c\u4ee3\u7801\u641e\u5b9a\uff01| \u96c6\u667a\u767e\u79d1"},"content":{"rendered":"
\n

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

\n
\u5bfc\u8bed<\/strong><\/p>\n
\n
\n
\n

\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u7528\u6781\u5927\u4f3c\u7136\u4f30\u8ba1\u3001K-S\u68c0\u9a8c\u548c\u4e24\u70b9\u62df\u5408\u6cd5\u8fd9\u4e09\u79cd\u65b9\u6cd5\uff0c\u6765\u5224\u65ad\u67d0\u4e2a\u5206\u5e03\u662f\u5426\u4ed8\u670d\u4ece\u5e42\u5f8b\u5206\u5e03\u3002\u5185\u5bb9\u6765\u81ea\u96c6\u667a\u767e\u79d1\uff0c\u96c6\u667a\u767e\u79d1\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u767e\u79d1\u5168\u4e66\uff0c\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u57fa\u672c\u6982\u5ff5\uff08\u6301\u7eed\u5b8c\u5584\u4e2d\uff09\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\u6211\u4eec\u6b63\u5728\u7ec4\u7ec7\u64b0\u5199\u7ffb\u8bd1\u76f8\u5e94\u7684\u7ef4\u57fa\u8bcd\u6761\uff0c\u5e76\u9644\u4e0a\u4ee3\u7801\u5b9e\u73b0\u3002\u60f3\u8981\u81ea\u5df1\u521b\u5efa\u8bcd\u6761\uff0c\u4e00\u8d77\u8d21\u732e\u77e5\u8bc6\u7684\u5c0f\u4f19\u4f34\u4eec\u53ef\u4ee5\u901a\u8fc7\u94fe\u63a5\u62a5\u540d\u54e6\u3002\u70b9\u51fb\u300c\u7f16\u8f91\u300d\uff0c\u505a\u4e9b\u6539\u53d8\uff0c\u6309\u4e0b\u300c\u4fdd\u5b58\u300d\uff0c\u4f60\u5c06\u5f71\u54cd\u4e16\u754c\uff01<\/a><\/strong><\/p><\/blockquote>\n

\n
\n
\u6781\u5927\u4f3c\u7136\u4f30\u8ba1<\/strong><\/p>\n

\uff08Maximum likelihood\uff09<\/strong><\/p>\n

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

\u5bf9\u53d6\u81ea\u72ec\u7acb\u540c\u5206\u5e03\u7684\u5b9e\u51fd\u6570\u7684\u6570\u636e\uff0c\u6211\u4eec<\/span><\/strong>\u62df\u5408\u5e42\u5f8b\u5206\u5e03\u7684\u5f62\u5f0f\uff1a<\/strong><\/span>\"\u96c6\u667a\"<\/p>\n

\u8981\u6c42<\/span>\"\u96c6\u667a\", \u5176\u4e2d\u7cfb\u6570<\/span>\"\u96c6\u667a\"\u662f\u6807\u51c6\u5316\u5e38\u91cf. \u7ed9\u5b9a<\/span>\"\u96c6\u667a\", \u5219\u5bf9\u6570\u4f3c\u7136\u51fd\u6570\u53d8\u4e3a:<\/span><\/p>\n

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

\u8fd9\u79cd\u53ef\u80fd\u6027\u7684\u6700\u5927\u503c\u662f\u901a\u8fc7\u5bf9\u53c2\u6570<\/span>\"\u96c6\u667a\"\u8fdb\u884c\u5fae\u5206\u6765\u627e\u5230\u7684 , \u4ece\u800c\u4f7f\u5fae\u5206\u7b49\u4e8e\u96f6\uff0c\u518d\u91cd\u65b0\u6392\u5217\uff0c\u5c31\u5f97\u5230\u4e86\u4f30\u8ba1\u91cf\u65b9\u7a0b\uff1a<\/span>\"\u96c6\u667a\"<\/p>\n

\u5176\u4e2d \u5bf9<\/span>\"\u96c6\u667a\"\u4e2a\u6570\u636e\uff0c<\/span>\"\u96c6\u667a\"\u6ee1\u8db3<\/span>\"\u96c6\u667a\"\u3002\u8fd9\u4e2a\u4f30\u8ba1\u5c55\u793a\u4e86\u4e00\u4e2a\u5c0f\u8303\u56f4\u6837\u672c\u504f\u5dee\u7684\u79e9<\/span>\"\u96c6\u667a\",\u5f53n>100\u65f6\u5b83\u4f1a\u6bd4\u8f83\u5c0f\u3002\u6b64\u5916, \u8fd9\u4e2a\u4f30\u8ba1\u7684\u6807\u51c6\u8bef\u662f<\/span>\"\u96c6\u667a\"\u3002\u8fd9\u4e2a\u4f30\u8ba1\u91cf\u76f8\u5f53\u4e8e\u4ece\u6570\u91cf\u91d1\u878d\u5b66\u548c\u6781\u7aef\u4ef7\u503c\u7406\u8bba\u4e2d\u83b7\u5f97\u7684\u9700\u8981\u7684 Hill \u4f30\u8ba1\u91cf\u3002<\/strong>\u5bf9\u4e8e\u4e00\u7ec4n\u503c\u7684\u6574\u6570\u6570\u636e\u70b9<\/span>\"\u96c6\u667a\"\uff0c\u5bf9\u6bcf\u4e00\u4e2a<\/span>\"\u96c6\u667a\"\uff0c\u90fd\u6709\u6700\u5927\u4f3c\u7136\u6307\u6570\u662f\u5148\u9a8c\u65b9\u7a0b\u7684\u89e3\uff1a<\/span>\"\u96c6\u667a\"<\/p>\n

\u5176\u4e2d<\/span>\"\u96c6\u667a\"\u662f\u4e0d\u5b8c\u6574\u7684\u9ece\u66fc\u03b6\u51fd\u6570\u3002<\/strong>\u8fd9\u4e2a\u4f30\u8ba1\u7684\u4e0d\u786e\u5b9a\u6027\u548c\u8fde\u7eed\u65b9\u7a0b\u7684\u516c\u5f0f\u662f\u4e00\u6837\u7684\u3002 \u7136\u800c\uff0c\u8fd9\u4e24\u4e2a\u65b9\u7a0b\u662f\u4e0d\u7b49\u4ef7\u7684\uff0c\u8fde\u7eed\u7684\u65b9\u7a0b\u5f62\u5f0f\u4e0d\u5e94\u8be5\u5e94\u7528\u4e8e\u79bb\u6563\u7684\u6570\u636e\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002<\/span><\/p>\n

\u53e6\u5916\uff0c\u8fd9\u4e24\u79cd\u4f30\u8ba1\u90fd\u9700\u8981\u9009\u62e9<\/span>\"\u96c6\u667a\"\u3002\u5bf9\u4e8e\u975e\u5e73\u51e1\u51fd\u6570<\/span>\"\u96c6\u667a\", \u9009\u62e9\u592a\u5c0f\u7684<\/span>\"\u96c6\u667a\"\uff0c<\/span>\"\u96c6\u667a\"\u4f1a\u4ea7\u751f\u663e\u8457\u7684\u504f\u8bef , \u9009\u62e9\u8fc7\u5927\u53c8\u4f1a\u589e\u52a0<\/span>\"\u96c6\u667a\"\u7684\u4e0d\u786e\u5b9a\u6027, \u5e76\u4e14\u964d\u4f4e\u6a21\u578b\u7684\u7edf\u8ba1\u529f\u6548. \u6240\u4ee5\u901a\u5e38\u60c5\u51b5\u4e0b,<\/span>\"\u96c6\u667a\"\u7684\u6700\u4f73\u9009\u62e9\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u5de6\u5c3e\u7684\u7279\u5b9a\u5f62\u5f0f\uff0c\u4ee5<\/span>\"\u96c6\u667a\"\u4e3a\u4ee3\u8868\u3002<\/span><\/p>\n

Kolmogorov-Smirnov<\/strong>\u4f30\u8ba1<\/strong><\/strong><\/p>\n

\u53e6\u4e00\u79cd\u8ba1\u7b97\u5e42\u5f8b\u6307\u6570\u7684\u65b9\u6cd5\uff0c\u5b83\u4e0d\u4f7f\u7528\u72ec\u7acb\u540c\u5206\u5e03\u6570\u636e\uff0c<\/span>\"\u96c6\u667a\"\u4f7f\u7528\u7684\u662fKolmogorov-Smirnov\u7edf\u8ba1\u91cf\u7684\u6700\u5c0f\u503c,<\/strong>\u5728\u6570\u636e\u7684\u7d2f\u79ef\u5206\u5e03\u51fd\u6570\u548c\u5e42\u5f8b\u4e4b\u95f4\uff1a<\/span>\"\u96c6\u667a\"<\/p>\n

\u4e14\uff1a<\/span>\"\u96c6\u667a\"<\/p>\n

\u5176\u4e2d<\/span>\"\u96c6\u667a\"\u548c<\/span>\"\u96c6\u667a\"\u5206\u522b\u8868\u793a\u6570\u636e\u7684cdfs\u548c\u6307\u6570\u7684\u5e42\u5f8b\u6982\u7387\u5206\u5e03\u3002\u7531\u4e8e\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ee5\u72ec\u7acb\u540c\u5206\u5e03\u6570\u636e\u4e3a\u524d\u63d0\uff0c\u6240\u4ee5\u5b83\u63d0\u4f9b\u4e86\u4e00\u79cd\u66ff\u4ee3\u65b9\u6cd5\u6765\u786e\u5b9a\u6570\u636e\u96c6\u7684\u5e42\u5f8b\u6307\u6570\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u65f6\u95f4\u76f8\u5173\u6027<\/strong>\u4e0d\u80fd\u88ab\u5ffd\u7565\u3002<\/span><\/p>\n

\n

ks\u68c0\u9a8c<\/span><\/strong>\u8be6\u7ec6\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n

\n

from <\/strong>scipyimport <\/strong>stats<\/span><\/p>\n

\n

In [41]:<\/p>\n

\n

\n

# ks<\/em>\u68c0\u9a8c<\/em><\/span><\/p>\n

\n

stats.kstest(s, ‘powerlaw’,args=[a])<\/span><\/p>\n

\n

Out[41]:<\/p>\n

\n

KstestResult(statistic=0.01559455659216713, pvalue=0.015442108453260 443)<\/span><\/p>\n

<\/pre>\n
<\/h4>\n
\n
\u4e24\u70b9\u62df\u5408\u6cd5<\/strong><\/p>\n
\uff08Two-point fitting methond\uff09<\/strong><\/p>\n
\u4e24\u70b9\u62df\u5408\u6cd5\u53ef\u7528\u4e8e\u65e0\u6807\u5ea6\u5206\u5e03\u60c5\u51b5\u4e0b\u5e42\u5f8b\u6307\u6570\u7684\u4f30\u8ba1\u2014\u2014\u5b83\u6bd4\u6781\u5927\u4f3c\u7136\u4f30\u8ba1\u66f4\u6536\u655b\u3002\u7814\u7a76\u65ad\u88c2\u5b54\u5f84\u7684\u6982\u7387\u5206\u5e03\u662f\u8fd9\u79cd\u65b9\u6cd5\u7684\u5e94\u7528\u4e4b\u4e00\u3002<\/strong>\u67d0\u4e9b\u60c5\u51b5\u4e0b\u6982\u7387\u5206\u5e03\u5e76\u4e0d\u4f7f\u7528\u79ef\u7d2f\u5206\u5e03\u51fd\u6570\uff08 cumulativedistribution function\uff09<\/strong>\u8868\u8ff0\uff0c\u800c\u662f\u6839\u636e\u6ee1\u8db3X> x\u6761\u4ef6\u7684X\u7684\u79ef\u7d2f\u9891\u7387\uff08cumulativefrequency\uff09<\/strong>\uff0c\u5176\u4e2dX\u662f\u6bcf\u5355\u4f4d(\u6216\u533a\u57df\u5355\u4f4d\u3001\u79d2\u7b49)\u7684\u8981\u7d20\u6570\u76ee\uff0cx\u662f\u4e00\u4e2a\u53ef\u53d8\u5b9e\u6570\u3002\u4f8b\u5982\uff0c\u5c06N\u4e2a\u5143\u4ef6\u7684\u6837\u54c1\u7684\u88c2\u7f1d\u5b54X\u7684\u7d2f\u79ef\u5206\u5e03\u5b9a\u4e49\u4e3a\u201c\u6bcf\u7c73\u7684\u88c2\u7f1d\u6570\u76ee\u5927\u4e8ex\u7684\u88c2\u7f1d\u7684\u6570\u76ee\u201d\u3002\u4f7f\u7528\u7d2f\u79ef\u9891\u7387\u6709\u5176\u4f18\u52bf\uff0c\u4f8b\u5982\uff0c\u5b83\u5141\u8bb8\u4eba\u4eec\u628a\u4ece\u4e0d\u540c\u6807\u5ea6\u7684\u4e0d\u540c\u957f\u5ea6\u7684\u6837\u672c\u7ebf(\u4f8b\u5982\u5206\u522b\u4ece\u9732\u5934\uff08outcrop\uff09\u548c\u4ece\u663e\u5fae\u955c)\u6536\u96c6\u7684\u76f8\u540c\u7684\u56fe\u8868\u6570\u636e\u653e\u5728\u4e00\u8d77\u3002<\/span><\/p>\n
\n
\n
\u9a8c\u8bc1\u5e42\u5f8b<\/strong><\/strong><\/p>\n
\n
\u5c3d\u7ba1\u5e42\u5f8b\u5173\u7cfb\u56e0\u8bb8\u591a\u7406\u8bba\u539f\u56e0\u800c\u5177\u6709\u5438\u5f15\u529b\uff0c\u4f46\u8bc1\u660e\u6570\u636e\u786e\u5b9e\u9075\u5faa\u5e42\u5f8b\u5173\u7cfb\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u5730\u5c06\u7279\u5b9a\u6a21\u578b\u62df\u5408\u5230\u6570\u636e\u4e2d\u3002\u8fd9\u5bf9\u4e8e\u7406\u89e3\u4ea7\u751f\u5206\u5e03\u7684\u673a\u5236\u5f88\u91cd\u8981\uff1a\u8868\u9762\u4e0a\u7c7b\u4f3c\u7684\u5206\u5e03\u53ef\u80fd\u7531\u4e8e\u663e\u7740\u4e0d\u540c\u7684\u539f\u56e0\u800c\u51fa\u73b0\uff0c\u5e76\u4e14\u4e0d\u540c\u7684\u6a21\u578b\u4ea7\u751f\u4e0d\u540c\u7684\u9884\u6d4b\uff0c\u4f8b\u5982\u5916\u63a8\u6cd5\u3002<\/strong><\/span><\/p>\n
\"\u96c6\u667a\"<\/p>\n
\u6b63\u6001\u5206\u5e03 | https:\/\/baike.baidu.com<\/span><\/strong><\/p>\n
\u4f8b\u5982\uff0c\u5bf9\u6570\u6b63\u6001\u5206\u5e03\u5e38\u88ab\u8bef\u8ba4\u4e3a\u5e42\u5f8b\u5206\u5e03\uff1a\u4ece\u5bf9\u6570\u6b63\u6001\u5206\u5e03\u7ed8\u5236\u7684\u6570\u636e\u96c6\u5bf9\u4e8e\u5927\u503c\uff08\u5bf9\u5e94\u4e8e\u5bf9\u6570\u6b63\u6001\u7684\u4e0a\u5c3e\u63a5\u8fd1\u5e42\u5f8b\uff09\u5c06\u8fd1\u4f3c\u4e3a\u7ebf\u6027\uff0c\u4f46\u5bf9\u4e8e\u8f83\u5c0f\u7684\u503c\uff0c\u5bf9\u6570\u6b63\u6001\u5c06\u663e\u7740\u4e0b\u964d\uff08\u5411\u4e0b\u5f2f\u66f2\uff09\uff0c\u5bf9\u5e94\u4e8e\u5bf9\u6570\u6b63\u6001\u7684\u8f83\u4f4e\u5c3e\u90e8\u8f83\u5c0f\uff08\u5f88\u5c11\u6709\u5c0f\u503c\uff0c\u800c\u4e0d\u662f\u5e42\u5f8b\u4e2d\u7684\u8bb8\u591a\u5c0f\u503c\uff09\u3002<\/span><\/p>\n
\n
\"\u96c6\u667a\"<\/strong><\/p>\n
\u5e42\u5f8b\u5206\u5e03 | \u6765\u6e90\uff1ahttp:\/\/image.baidu.com<\/strong><\/p>\n
\n
\u4f8b\u5982\uff0cGibrat\u5173\u4e8e\u6bd4\u4f8b\u589e\u957f\u8fc7\u7a0b\u7684\u5b9a\u5f8b\u4ea7\u751f\u5bf9\u6570\u6b63\u6001\u5206\u5e03\uff0c\u5c3d\u7ba1\u5b83\u4eec\u7684\u53cc\u5bf9\u6570\u56fe\u5728\u6709\u9650\u8303\u56f4\u5185\u770b\u8d77\u6765\u662f\u7ebf\u6027\u7684\u3002\u5bf9\u6b64\u7684\u89e3\u91ca\u662f\uff0c\u867d\u7136\u5bf9\u6570\u6b63\u6001\u5bc6\u5ea6\u51fd\u6570\u7684\u5bf9\u6570\u5728log\uff08x\uff09\u4e2d\u662f\u4e8c\u6b21\u7684\uff0c\u4f46\u5728\u53cc\u5bf9\u6570\u56fe\u4e2d\u4ea7\u751f\u201c\u5f13\u5f62\u201d\u5f62\u72b6\uff0c\u5982\u679c\u4e8c\u6b21\u9879\u76f8\u5bf9\u4e8e\u7ebf\u6027\u9879\u8f83\u5c0f\u5219\u7ed3\u679c\u53ef\u4ee5\u770b\u8d77\u6765\u51e0\u4e4e\u662f\u7ebf\u6027\u7684\uff0c\u5e76\u4e14\u5bf9\u6570\u6b63\u6001\u884c\u4e3a\u4ec5\u5728\u4e8c\u6b21\u9879\u5360\u4f18\u52bf\u65f6\u624d\u53ef\u89c1\uff0c\u8fd9\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684\u6570\u636e\u3002\u56e0\u6b64\uff0c\u5411\u4e0b\u7565\u5fae\u201c\u5f2f\u66f2\u201d\u7684\u53cc\u5bf9\u6570\u56fe\u53ef\u4ee5\u53cd\u6620\u5bf9\u6570\u6b63\u6001\u5206\u5e03\u2014\u2014\u800c\u4e0d\u662f\u5e42\u5f8b\u3002<\/span><\/p>\n
\u4e00\u822c\u800c\u8a00\uff0c\u8bb8\u591a\u66ff\u4ee3\u51fd\u6570\u5f62\u5f0f\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u4f3c\u4e4e\u9075\u5faa\u5e42\u5f8b\u5f62\u5f0f\u3002<\/strong>Stumpf\u63d0\u51fa\u5728\u53cc\u5bf9\u6570\u57df\u4e2d\u7ed8\u5236\u7ecf\u9a8c\u7d2f\u79ef\u5206\u5e03\u51fd\u6570\uff0c\u5e76\u58f0\u79f0\u5019\u9009\u5e42\u5f8b\u81f3\u5c11\u5e94\u6db5\u76d6\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002\u6b64\u5916\uff0c\u7814\u7a76\u4eba\u5458\u901a\u5e38\u4e0d\u5f97\u4e0d\u9762\u5bf9\u51b3\u5b9a\u73b0\u5b9e\u6982\u7387\u5206\u5e03\u662f\u5426\u9075\u5faa\u5e42\u5f8b\u7684\u95ee\u9898\u3002\u4f5c\u4e3a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u65b9\u6cd5\uff0cDiaz\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u968f\u673a\u6837\u672c\u7684\u56fe\u5f62\u65b9\u6cd5\uff0c\u5141\u8bb8\u5728\u4e0d\u540c\u7c7b\u578b\u7684\u5c3e\u90e8\u884c\u4e3a\u4e4b\u95f4\u8fdb\u884c\u89c6\u89c9\u8fa8\u522b\u3002\u8be5\u65b9\u6cd5\u4f7f\u7528\u6b8b\u4f59\u5206\u4f4d\u6570\u51fd\u6570\u7684\u675f\uff0c\u4e5f\u79f0\u4e3a\u767e\u5206\u4f4d\u5269\u4f59\u5bff\u547d\u51fd\u6570\uff0c\u5176\u8868\u5f81\u8bb8\u591a\u4e0d\u540c\u7c7b\u578b\u7684\u5206\u5e03\u5c3e\u90e8\uff0c\u5305\u62ec\u91cd\u5c3e\u548c\u975e\u91cd\u5c3e\u3002\u7136\u800c\uff0cStumpf\u58f0\u79f0\u9700\u8981\u7edf\u8ba1\u548c\u7406\u8bba\u80cc\u666f\uff0c\u4ee5\u652f\u6301\u9a71\u52a8\u6570\u636e\u751f\u6210\u8fc7\u7a0b\u7684\u57fa\u7840\u673a\u5236\u4e2d\u7684\u5e42\u5f8b\u3002<\/span><\/p>\n
\u9a8c\u8bc1\u5e42\u5f8b\u5173\u7cfb\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u5bf9\u7279\u5b9a\u7684\u751f\u6210\u673a\u5236\u5bf9\u6570\u636e\u8fdb\u884c\u8bb8\u591a\u6b63\u4ea4\u7684\u9884\u6d4b\u3002<\/span><\/strong>\u7b80\u5355\u5730\u5c06\u5e42\u5f8b\u5173\u7cfb\u4e0e\u7279\u5b9a\u7c7b\u578b\u7684\u6570\u636e\u76f8\u5339\u914d\u5e76\u4e0d\u88ab\u8ba4\u4e3a\u662f\u4e00\u79cd\u5408\u7406\u7684\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u5728\u73b0\u4ee3\u79d1\u5b66\u7684\u8bb8\u591a\u9886\u57df\u4e2d\uff0c\u5bf9\u5e42\u5f8b\u7684\u9a8c\u8bc1\u4ecd\u7136\u662f\u4e00\u4e2a\u975e\u5e38\u6d3b\u8dc3\u7684\u7814\u7a76\u9886\u57df\u3002<\/span><\/p>\n
\n
\u6765\u6e90\uff1a\u96c6\u667a\u767e\u79d1<\/p>\n
\u5730\u5740\uff1a<\/p>\n
http:\/\/wiki.swarma.net\/index.php?title=%E5%B9%82%E5%BE%8B%E5%88%86%E5%B8%83&variant=zh-hans<\/p>\n
\u7f16\u8f91\uff1a\u5b5f\u5a55<\/p>\n<\/blockquote>\n
\n
\u63a8\u8350\u9605\u8bfb<\/strong><\/p>\n
\u5e42\u5f8b\u4e0e\u89c4\u6a21\u8bfb\u4e66\u4f1a\u62db\u52df<\/a><\/span><\/strong><\/p>\n
\u89e3\u8bfb\u5e42\u5f8b\u5206\u5e03\u4e0e\u65e0\u6807\u5ea6\u7f51\u7edc<\/a><\/span><\/strong><\/p>\n
\u590d\u6742\u7cfb\u7edf\u5165\u95e8\u5fc5\u4fee\u8bfe\u2014\u2014\u5e42\u5f8b\u5206\u5e03<\/a><\/span><\/strong><\/p>\n
\u793e\u4ea4\u7f51\u7edc\u4e2d\u7684\u5e42\u5f8b\u5206\u5e03<\/strong><\/a><\/p>\n
\u70b9\u51fb\u300c\u7f16\u8f91\u300d\uff0c\u505a\u4e9b\u6539\u53d8\uff0c\u6309\u4e0b\u300c\u4fdd\u5b58\u300d\uff0c\u4f60\u5c06\u5f71\u54cd\u4e16\u754c\uff01<\/strong><\/a><\/p>\n
\n
\u63a8\u8350\u8bfe\u7a0b<\/strong><\/p>\n
\"\u96c6\u667a\"<\/p>\n
\n
\n
\n
\n
\"\u96c6\u667a\"<\/div>\n
\n
\n
\n
\n
\n
\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/strong><\/p>\n
\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/strong><\/p>\n
\n
\u25c6\u25c6\u25c6<\/strong><\/strong><\/h1>\n<\/section>\n
\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n
 <\/p>\n
\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/p>\n
\"\u96c6\u667a\"<\/p>\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
\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08 \u96c6\u667a\u4ff1\u4e50\u90e8 \uff09\uff1a\u96c6\u667a<\/a><\/p><\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
\u5bfc\u8bed \u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u7528\u6781\u5927\u4f3c\u7136\u4f30\u8ba1\u3001K-S\u68c0\u9a8c\u548c\u4e24\u70b9\u62df\u5408\u6cd5\u8fd9\u4e09\u79cd\u65b9\u6cd5\uff0c\u6765\u5224\u65ad\u67d0\u4e2a\u5206\u5e03\u662f\u5426\u4ed8\u670d\u4ece\u5e42\u5f8b\u5206\u5e03\u3002\u5185\u5bb9\u6765\u81ea\u96c6\u667a\u767e\u79d1\uff0c\u96c6\u667a\u767e\u79d1\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u767e\u79d1\u5168\u4e66\uff0c\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u57fa\u672c\u6982\u5ff5\uff08\u6301\u7eed\u5b8c\u5584\u4e2d\uff09\u3002 \u6211\u4eec\u6b63\u5728\u7ec4\u7ec7\u64b0\u5199\u7ffb\u8bd1\u76f8\u5e94\u7684\u7ef4\u57fa\u8bcd\u6761\uff0c\u5e76\u9644\u4e0a\u4ee3\u7801\u5b9e\u73b0\u3002\u60f3\u8981\u81ea\u5df1\u521b\u5efa\u8bcd\u6761\uff0c\u4e00\u8d77\u8d21\u732e\u77e5\u8bc6\u7684\u5c0f\u4f19\u4f34\u4eec\u53ef\u4ee5\u901a\u8fc7…<\/p>\n","protected":false},"author":1,"featured_media":14132,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[28],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/12777"}],"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=12777"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/12777\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/14132"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12777"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=12777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}