{"id":4895,"date":"2024-10-07T15:01:01","date_gmt":"2024-10-07T07:01:01","guid":{"rendered":""},"modified":"2024-10-07T15:01:01","modified_gmt":"2024-10-07T07:01:01","slug":"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa","status":"publish","type":"post","link":"https:\/\/mushiming.com\/4895.html","title":{"rendered":"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa"},"content":{"rendered":"<div id=\"js_content\">\n<p style=\"text-align:center;\"><strong>\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa<\/strong><\/p>\n<p style=\"text-align:center;\">Deterministic mechanisms drive bacterial communities assembly in industrial wastewater treatment system<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/a49a5bc6812f9d9347951b8b915b1e83.png\" =\"\" =\"a49a5bc6812f9d9347951b8b915b1e83.png\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c1\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c1\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>Research Article\uff0c2022-8-23\uff0cEnvironment International\uff0c [IF 13.35]<\/strong><\/p>\n<p><strong>DOI\uff1a<\/strong>https:\/\/doi.org\/10.1016\/j.envint.2022.<\/p>\n<p><strong>\u7b2c\u4e00\u4f5c\u8005\uff1a<\/strong>\u9648\u4f1f\u4e1c<\/p>\n<p><strong>\u901a\u8baf\u4f5c\u8005\uff1a<\/strong>\u6e29\u4e1c\u8f89<\/p>\n<p><strong>\u4e3b\u8981\u5355\u4f4d\uff1a<\/strong>\u5317\u4eac\u5927\u5b66<\/p>\n<p><strong>- \u6458\u8981 -<\/strong><\/p>\n<p>\u7eb5\u89c2\u4eba\u7c7b\u5386\u53f2\uff0c\u6c34\u5bf9\u6587\u660e\u7684\u53d1\u5c55\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u4e00\u4e2a\u591a\u4e16\u7eaa\u4ee5\u6765\uff0c\u6c61\u6c34\u5904\u7406\u5382\uff08wastewater treatment plants, <strong>WWTPs<\/strong>\uff09\u6210\u4e3a\u73b0\u4ee3\u57ce\u5e02\u4e2d\u4e0d\u53ef\u7f3a\u5c11\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u4ee5\u6d3b\u6027\u6c61\u6ce5\u6cd5\u4e3a\u6838\u5fc3\u6280\u672f\u7684\u751f\u7269\u5904\u7406\u6cd5\u662f\u5904\u7406\u5de5\u4e1a\u5e9f\u6c34\u6700\u7ecf\u6d4e\u6709\u6548\u7684\u65b9\u6cd5\u3002\u6c61\u6c34\u751f\u7269\u5904\u7406\u7cfb\u7edf\u542b\u6709\u9ad8\u5ea6\u590d\u6742\u7684\u5fae\u751f\u7269\u7fa4\u843d\uff0c\u5b83\u4eec\u5728\u6c61\u67d3\u7269\u964d\u89e3\u548c\u53bb\u9664\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u6211\u4eec\u5bf9\u5176\u591a\u6837\u6027\u3001\u6784\u5efa\u673a\u5236\u548c\u529f\u80fd\u7684\u4e86\u89e3\u4ecd\u7136\u6709\u9650\u3002<strong>\u672c\u7814\u7a76\u5206\u6790\u4e8611\u4e2a\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u5382\uff08industrial wastewater treatment plants, IWWTPs\uff09\u7684\u7ec6\u83cc\u7fa4\u843d\u3002<\/strong>\u7814\u7a76\u53d1\u73b0\u4e0d\u540c\u5e9f\u6c34\u7c7b\u578b\u548c\u4e0d\u540c\u5e9f\u6c34\u5904\u7406\u5355\u5143\u7684\u7ec6\u83cc\u7fa4\u843d\u591a\u6837\u6027\u548c\u7ec4\u6210\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002IWWTPs\u7ec6\u83cc\u7fa4\u843d\u8868\u73b0\u51fa\u660e\u663e\u7684\u7269\u79cd-\u4e30\u5ea6\u5206\u5e03\u6a21\u5f0f\u3002\u540c\u65f6\uff0c\u73af\u5883\u548c\u8fd0\u884c\u6761\u4ef6\u662f\u8c03\u8282\u7ec6\u83cc\u7fa4\u843d\u7ed3\u6784\u548c\u6c61\u67d3\u7269\u53bb\u9664\u7684\u91cd\u8981\u56e0\u7d20\uff0c\u8868\u660e\u7ec6\u83cc\u7fa4\u843d\u4e3b\u8981\u7531\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u3002IWWTPs\u4e2d\u7684\u6838\u5fc3\u5fae\u751f\u7269\u7fa4\u843d\u7ec4\u6210\u4e0e\u5e02\u653f\u6c61\u6c34\u5904\u7406\u5382\uff08municipal wastewater treatment plants, MWWTPs\uff09\u4e2d\u7684\u4e0d\u540c\uff0c\u8bb8\u591a\u5206\u7c7b\u7fa4\u5728MWWTPs\u5f88\u5c11\u88ab\u68c0\u6d4b\u5230\uff0c<strong>\u8868\u660eIWWTPs\u5177\u6709\u72ec\u7279\u7684\u6838\u5fc3\u7ec6\u83cc\u7fa4\u843d<\/strong>\u3002\u6b64\u5916\uff0c\u6211\u4eec\u53d1\u73b0\u7ec6\u83cc\u7fa4\u843d\u7ec4\u6210\u4e0e\u6d3b\u6027\u6c61\u6ce5\u529f\u80fd\u5bc6\u5207\u76f8\u5173\u3002\u672c\u7814\u7a76\u5bf9\u5fae\u751f\u7269\u751f\u6001\u5b66\u5bb6\u548c\u73af\u5883\u5de5\u7a0b\u5e08\u5728\u4e86\u89e3IWWTPs\u5fae\u751f\u7269\u7fa4\u843d\u591a\u6837\u6027\u53ca\u6784\u5efa\u6a21\u5f0f\uff0c\u5171\u540c\u4f18\u5316\u6c61\u6c34\u5382\u8fd0\u8425\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdbIWWTPs\u66f4\u7a33\u5b9a\u8fd0\u884c\u65b9\u9762\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/da9cc8f15bd31fed962272ee1fda2cce.jpeg\" =\"\" =\"da9cc8f15bd31fed962272ee1fda2cce.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c2\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c2\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>\u6458\u8981\u56fe\uff1a\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa<\/strong><\/p>\n<p><strong>- \u5f15\u8a00 -<\/strong><\/p>\n<p>\u6c61\u6c34\u5904\u7406\u5382\u4e3b\u8981\u91c7\u7528\u6d3b\u6027\u6c61\u6ce5\uff08activated sludge, AS\uff09\u5de5\u827a\uff0c\u5177\u6709\u4fdd\u62a4\u4eba\u7c7b\u548c\u73af\u5883\u5065\u5eb7\uff0c\u5e76\u56de\u6536\u8d44\u6e90\u548c\u8425\u517b\u7269\u8d28\u7684\u4f5c\u7528\u3002AS\u4e2d\u7684\u5fae\u751f\u7269\u7fa4\u843d\uff0c\u5c24\u5176\u662f<strong>\u6838\u5fc3\u548c\u4e30\u5bcc\u7684\u7c7b\u7fa4<\/strong>\uff0c\u5bf9\u6c61\u67d3\u7269\u53bb\u9664\u548c\u6c61\u6c34\u5904\u7406\u5382\u7684\u6027\u80fd\u5177\u6709\u91cd\u8981\u4f5c\u7528\u3002\u4f5c\u4e3a\u5178\u578b\u7684\u4eba\u5de5\u7cfb\u7edf\uff0c\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u5177\u6709\u76f8\u5bf9\u53ef\u63a7\u7684\u8bbe\u8ba1\u548c\u660e\u786e\u7684\u8fd0\u884c\u53c2\u6570\uff0c\u662f\u7814\u7a76\u5fae\u751f\u7269\u751f\u6001\u95ee\u9898\u7684\u7406\u60f3\u73af\u5883\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u7814\u7a76\u4eba\u5458\u9488\u5bf9\u6c61\u6c34\u5382\u4e2d\u5fae\u751f\u7269\u7684\u591a\u6837\u6027\u3001\u751f\u7406\u548c\u751f\u6001\u5df2\u8fdb\u884c\u4e86\u5927\u91cf\u7814\u7a76\uff0c\u5982\u4e39\u9ea6\u5965\u5c14\u5821\u5927\u5b66Per Halkj\u00e6r Nielsen\u6559\u6388\u56e2\u961f\u5efa\u7acb\u7684\u6d3b\u6027\u6c61\u6ce5\u5fae\u751f\u7269\u6570\u636e\u5e93\uff08MiDAS, Microbial Database for Activated Sludge, https:\/\/www.midasfieldguide.org\/guide\uff09\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6d3b\u6027\u6c61\u6ce5\u548c\u538c\u6c27\u6d88\u5316\u5fae\u751f\u7269\u7ec4\u7684\u4e13\u7528\u5e73\u53f0\u3002\u63a2\u7d22\u5fae\u751f\u7269\u7fa4\u843d\u65f6\u7a7a\u5206\u5e03\u548c\u6784\u5efa\u673a\u5236\u4e00\u76f4\u662f\u73af\u5883\u5fae\u751f\u7269\u751f\u6001\u5b66\u7814\u7a76\u7684\u76ee\u6807\u548c\u6311\u6218\u3002\u8fd1\u5e74\u6765\uff0c\u5fae\u751f\u7269\u751f\u6001\u5b66\u89c4\u5f8b\u548c\u7406\u8bba\u9010\u6e10\u5728\u5de5\u7a0b\u7cfb\u7edf\u4e2d\u5f97\u5230\u5e94\u7528\uff0c\u5206\u7c7b\u7fa4-\u9762\u79ef\u5173\u7cfb\u3001\u5206\u7c7b\u7fa4-\u65f6\u95f4\u5173\u7cfb\u548c\u8ddd\u79bb\u8870\u51cf\u6548\u5e94\u7b49\u89c4\u5f8b\u5df2\u7ecf\u5728\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u7684\u5fae\u751f\u7269\u7fa4\u843d\u5206\u5e03\u4e2d\u5f97\u5230\u4e86\u9a8c\u8bc1\u3002\u7136\u800c\uff0c<strong>\u5fae\u751f\u7269\u7fa4\u843d\u6784\u5efa\u53ca\u5176\u53bb\u9664\u6c61\u67d3\u7269\u7684\u8fc7\u7a0b\u4ecd\u7136\u88ab\u89c6\u4e3a\u4e00\u4e2a\u7070\u7bb1\u3002<\/strong><\/p>\n<p>\u5de5\u4e1a\u5e9f\u6c34\u4e0d\u540c\u4e8e\u5e02\u653f\u751f\u6d3b\u6c61\u6c34\u3002\u4e0e\u5e02\u653f\u6c61\u6c34\u76f8\u6bd4\uff0c\u5de5\u4e1a\u5e9f\u6c34\u7684\u6c61\u67d3\u7269\u6210\u5206\u66f4\u4e3a\u590d\u6742\uff0c\u56e0\u6b64\u5f88\u96be\u88ab\u5fae\u751f\u7269\u964d\u89e3\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u7c7b\u578b\u7684\u5de5\u4e1a\u5e9f\u6c34\uff08\u5982\u77f3\u6cb9\u5316\u5de5\u3001\u5236\u836f\u548c\u67d3\u6599\u5e9f\u6c34\uff09\u7684\u6210\u5206\u548c\u7279\u5f81\u5dee\u5f02\u5f88\u5927\u3002\u6c61\u6c34\u5382\u53ef\u88ab\u89c6\u4e3a\u4e00\u4e2a\u5f00\u653e\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u8fdb\u6c34\u7684\u5fae\u751f\u7269\u7fa4\u843d\u5355\u5411\u8fde\u7eed\u6d41\u52a8\u5230\u6d3b\u6027\u6c61\u6ce5\u6c60\u548c\u4e8c\u6c89\u6c60\u51fa\u6c34\u7b49\u5de5\u827a\u5355\u5143\uff0c\u8fdb\u800c\u5f71\u54cd\u4e0b\u6e38\u5fae\u751f\u7269\u7fa4\u843d\u3002\u5728\u6d41\u52a8\u8fc7\u7a0b\u4e2d\uff0c\u5fae\u751f\u7269\u5b58\u5728\u751f\u957f\u3001\u5b58\u6d3b\u6216\u6d88\u5931\u7b49\u4e0d\u540c\u7684\u547d\u8fd0\u3002\u4ece\u6709\u9650\u7684\u6587\u732e\u6765\u770b\uff0c\u901a\u8fc7\u4f7f\u7528\u751f\u7269\u53cd\u5e94\u5668\uff0c<strong>\u6709\u7814\u7a76\u89c2\u5bdf\u5230\u968f\u7740\u5de5\u4e1a\u5e9f\u6c34\u6d53\u5ea6\u7684\u589e\u52a0\uff0c\u5fae\u751f\u7269\u7fa4\u843d\u7ed3\u6784\u7531\u968f\u673a\u6027\u8fc7\u7a0b\u8d77\u4e3b\u5bfc\u4f5c\u7528\u9010\u6e10\u8f6c\u53d8\u4e3a\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8<\/strong>\u3002\u7136\u800c\u4e0e\u5b9e\u9a8c\u5ba4\u53cd\u5e94\u5668\u548c\u5b9e\u9645\u6c61\u6c34\u5382\u7684\u64cd\u4f5c\u8fd0\u884c\u6761\u4ef6\u5b58\u5728\u8f83\u5927\u5dee\u5f02\uff0c\u5b9e\u9645\u6c61\u6c34\u5382\u7814\u7a76\u53ef\u4ee5\u4e3a\u7cfb\u7edf\u9ad8\u6548\u7a33\u5b9a\u8fd0\u884c\u63d0\u4f9b\u66f4\u51c6\u786e\u3001\u66f4\u76f4\u63a5\u7684\u7406\u8bba\u6307\u5bfc\u3002<\/p>\n<p>\u57fa\u4e8e\u6b64\uff0c\u6211\u4eec\u4ece\u6d59\u6c5f\u4e0a\u865e\u5de5\u4e1a\u56ed\u533a\u91c7\u96c6<strong>11\u4e2a\u5177\u6709\u76f8\u540c\u5904\u7406\u5de5\u827a\uff08Anoxic-Oxic\uff0cAO\u5de5\u827a\uff09\u30013\u79cd\u4e0d\u540c\u5de5\u4e1a\u884c\u4e1a\uff08\u67d3\u6599\u3001\u533b\u836f\u53ca\u519c\u836f\u5e9f\u6c34\uff09\u548c4\u4e2a\u6cbf\u7a0b\u4e0d\u540c\u5de5\u827a\u5355\u5143<\/strong>\uff08\u8fdb\u6c34-\u7f3a\u6c27\u6c60-\u597d\u6c27\u6c60-\u4e8c\u6c89\u6c60\u51fa\u6c34\uff09\u7684132\u4e2a\u5de5\u4e1a\u5e9f\u6c34\u548c\u6d3b\u6027\u6c61\u6ce5\u6837\u672c\uff0c\u65e8\u5728\u89e3\u6790IWWTP\u7ec6\u83cc\u7fa4\u843d\u591a\u6837\u6027\u53ca\u6784\u5efa\u673a\u5236\uff0c\u5e76\u63a2\u7d22\u5fae\u751f\u7269\u7fa4\u843d\u4e0e\u7cfb\u7edf\u6027\u80fd\u95f4\u7684\u8054\u7cfb\u3002<\/p>\n<p><strong>- 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regression on similarity matrices\uff0cMRM\uff09\u5206\u6790\u8868\u660e\u73af\u5883\u6761\u4ef6\u5728\u5f71\u54cd\u7fa4\u843d\u7ed3\u6784\u4e2d\u8d77\u7740\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/f0473167793882d3691efa28411168d1.jpeg\" =\"\" =\"f0473167793882d3691efa28411168d1.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c3\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c3\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>\u56fe1\uff1a\u4e0d\u540c\u5de5\u4e1a\u5e9f\u6c34\u7c7b\u578b\u53ca\u4e0d\u540c\u5de5\u827a\u5355\u5143\u7ec6\u83cc\u7fa4\u843d\u53d8\u5316<\/strong><\/p>\n<p>\uff082\uff09\u6211\u4eec\u89c2\u5bdf\u5230\u4e86\u4e0d\u540c\u884c\u4e1a\u548c\u5de5\u827a\u5355\u5143\u4e2d\u7ec6\u83cc\u7fa4\u843d\u5b58\u5728<strong>\u7269\u79cd-\u4e30\u5ea6\u5206\u5e03\u6a21\u5f0f\uff08\u56fe2\uff09\uff0c\u5373\u7fa4\u843d\u5b58\u5728\u5927\u91cf\u7a00\u6709\u7269\u79cd\uff0c\u800c\u53ea\u6709\u5c11\u6570\u4e30\u5bcc\u7269\u79cd<\/strong>\u3002\u7ad9\u4f4d\u6570-\u9891\u7387\u53ca\u7ad9\u4f4d\u6570-\u4e30\u5ea6\u4e4b\u95f4\u5b58\u5728\u660e\u663e\u7684\u76f8\u5173\u6027\uff0c\u8868\u660e\u7269\u79cd\u51fa\u73b0\u9891\u7387\u968f\u7740\u7269\u79cd\u51fa\u73b0\u7684\u7ad9\u4f4d\u6570\u7684\u589e\u52a0\u800c\u964d\u4f4e\uff0c\u800c\u51fa\u73b0\u9891\u7387\u9ad8\u7684\u7269\u79cd\u5177\u6709\u66f4\u9ad8\u7684\u76f8\u5bf9\u4e30\u5ea6\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\u4e30\u5bcc\u7269\u79cd\u5177\u6709\u66f4\u9ad8\u7684\u6269\u6563\u80fd\u529b\uff0c\u5bfc\u81f4\u51fa\u73b0\u66f4\u5e7f\u6cdb\u7684\u5206\u5e03\u3002\u4e00\u4e2a\u53ef\u80fd\u7684\u539f\u56e0\u662f\u76f8\u5bf9\u7a00\u6709\u79cd\uff0c\u4e30\u5bcc\u79cd\u5360\u636e\u66f4\u5bbd\u7684\u751f\u6001\u4f4d\uff0c\u80fd\u591f\u5229\u7528\u66f4\u5927\u7684\u751f\u5b58\u7a7a\u95f4\u548c\u8d44\u6e90\uff0c\u5bfc\u81f4\u5b83\u4eec\u80fd\u5728\u66f4\u591a\u884c\u4e1a\u53ca\u5de5\u827a\u5355\u5143\u4e2d\u751f\u5b58\u3002\u5728\u81ea\u7136\u751f\u6001\u7cfb\u7edf\u5982\u6d77\u6d0b\u3001\u5e02\u653f\u6d3b\u6027\u6c61\u6ce5\u7cfb\u7edf\u548c\u538c\u6c27\u6d88\u5316\u7cfb\u7edf\u7684\u5fae\u751f\u7269\u7fa4\u843d\u4e2d\u540c\u6837\u5b58\u5728\u7c7b\u4f3c\u7684\u7269\u79cd-\u4e30\u5ea6\u5206\u5e03\uff0c\u8868\u660e\u81ea\u7136\u548c\u4eba\u5de5\u5de5\u7a0b\u751f\u6001\u7cfb\u7edf\u7684\u5fae\u751f\u7269\u7fa4\u843d\u5b58\u5728\u76f8\u4f3c\u7684\u5206\u5e03\u6a21\u5f0f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/179b4aae3b94d24c9c94e6874418ed0d.jpeg\" =\"\" =\"179b4aae3b94d24c9c94e6874418ed0d.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c4\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c4\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>\u56fe2\uff1a\u7ec6\u83cc\u7fa4\u843d\u5b58\u5728\u7269\u79cd-\u4e30\u5ea6\u5206\u5e03\u6a21\u5f0f<\/strong><\/p>\n<p>\uff083\uff09\u5229\u7528\u76f8\u5bf9\u4e30\u5ea6\u548c\u51fa\u73b0\u9891\u7387\u8fdb\u884c\u7b5b\u9009\uff0c\u672c\u7814\u7a76\u5728\u7f3a\u6c27\u6c60\u68c0\u6d4b\u523016\u4e2a\u6838\u5fc3OTUs\uff0c\u5728\u597d\u6c27\u6c60\u68c0\u6d4b\u523020\u4e2a\u6838\u5fc3OTUs\u3002\u6211\u4eec\u8ba1\u7b97\u4e86\u6709\u673a\u7269\u5316\u5b66\u9700\u6c27\u91cf\uff08COD\uff09\u3001\u603b\u78f7\uff08TP\uff09\u3001\u603b\u6c2e\uff08TN\uff09\u548c\u6c28\u6c2e\uff08NH<sub>4<\/sub>-N\uff09\u7684\u53bb\u9664\u7387\u6765\u4ee3\u8868\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u6027\u80fd\uff0cSpearman\u76f8\u5173\u6027\u8868\u660e\u8fd9\u4e9b\u6838\u5fc3\u5fae\u751f\u7269\u4e0e\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u6027\u80fd\u5b58\u5728\u663e\u8457\u7684\u76f8\u5173\u6027\u3002\u4f46\u6211\u4eec\u4ecd\u7136\u7f3a\u4e4f\u5bf9\u68c0\u6d4b\u5230\u7684\u6838\u5fc3\u5c5e\uff0c\u5305\u62ec<em>Thauera<\/em>\uff0c<em>Citreitalea\uff0c<\/em>Pseudarcobacter\uff0c<em>Trichococcus<\/em>\u53ca<em>Soehngenia<\/em>\u7b49\u5728\u5e9f\u6c34\u5904\u7406\u4e2d\u7684\u4ee3\u8c22\u529f\u80fd\u548c\u751f\u7406\u4f5c\u7528\u7684\u8ba4\u77e5\u3002\u6211\u4eec\u53d1\u73b0\u5de5\u4e1a\u5e9f\u6c34\u7cfb\u7edf\u5b58\u5728\u72ec\u7279\u7684\u6838\u5fc3\u7ec6\u83cc\u7fa4\u843d\uff0c\u5f88\u591a\u5206\u7c7b\u7fa4\u4e0e\u4e4b\u524d\u5e02\u653f\u6c61\u6c34\u7814\u7a76\u4e2d\u7684\u6838\u5fc3\u5206\u7c7b\u7fa4\u5b58\u5728\u5dee\u5f02\u3002\u4e09\u5143\u56fe\u663e\u793a\uff0c\u4e0d\u540c\u7684\u6838\u5fc3OTUs\u5728\u7279\u5b9a\u7684\u5e9f\u6c34\u7c7b\u578b\u4e2d\u5bcc\u96c6\uff0c\u8868\u660e\u5b83\u4eec\u7684\u7ec4\u6210\u968f\u4e0d\u540c\u7684\u5e9f\u6c34\u7c7b\u578b\u800c\u6539\u53d8<strong>\uff08\u56fe3\uff09<\/strong>\u3002\u56e0\u6b64\uff0c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c<strong>\u6838\u5fc3\u7ec6\u83cc\u7fa4\u843d\u7ec4\u6210\u5177\u6709\u201c\u5e9f\u6c34\u7c7b\u578b\u7279\u5f02\u6027\u201d<\/strong>\u3002\u6211\u4eec\u540c\u65f6\u5229\u7528\u7f51\u7edc\u62d3\u6251\u7279\u5f81\u5206\u6790\u4e86\u7fa4\u843d\u4e2d\u7684\u5173\u952e\u7c7b\u7fa4\uff0c\u5176\u4e2d\uff0c\u7f3a\u6c27\u6c60\u548c\u597d\u6c27\u6c60\u5206\u522b\u5f97\u5230\u4e8614\u548c32\u4e2a\u5173\u952eOTUs\uff0c\u8fd9\u4e9b\u5173\u952eOTUs\u4e0e\u6838\u5fc3OTUs\u5b58\u5728\u4e00\u4e9b\u91cd\u53e0\uff0c\u5305\u62ec<em>Thauera\uff0c<\/em>Citritalea\uff0c<em>Actinomarinales\uff0c<\/em><em>Soehngenia<\/em>\u7b49\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/876fdf42fea52d1920dc21c1deb3bb98.jpeg\" =\"\" =\"876fdf42fea52d1920dc21c1deb3bb98.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c5\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c5\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>\u56fe3\uff1a\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u6838\u5fc3\u5fae\u751f\u7269\u5206\u6790<\/strong><\/p>\n<p>\uff083\uff09\u7fa4\u843d\u6784\u5efa\u673a\u5236\u7814\u7a76\u662f\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u6d3b\u6027\u6c61\u6ce5\u7fa4\u843d\u8c03\u63a7\u7684\u7406\u8bba\u57fa\u7840\u3002\u4e2d\u6027\u7fa4\u843d\u6a21\u578b\uff08Neutral community model, NCM, https:\/\/github.com\/Wei dong-Chen-Microbial-Ecology\uff09\u548c\u6821\u6b63\u7684\u968f\u673a\u6027\u6bd4\u7387\uff08modified stochasticity ratio, MST, https:\/\/ieg3.rccc.ou.edu:8080\uff09\u5206\u6790\u663e\u793a\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d<strong>\uff08\u56fe4\uff09<\/strong>\u3002\u4e3b\u8981\u539f\u56e0\u6709\uff1a\u7b2c\u4e00\u3001\u591a\u6837\u6027\u5206\u6790\u8868\u660e\u8fdb\u6c34\u5fae\u751f\u7269\u8fc1\u79fb\u6269\u6563\u5bf9\u4e0b\u6e38\u5fae\u751f\u7269\u7fa4\u843d\u7ec4\u6210\u53ca\u591a\u6837\u6027\u7684\u5f71\u54cd\u5f31\uff1b\u7b2c\u4e8c\u3001Multiple regression on similarity matrices\uff08MRM\uff09\u548c\u968f\u673a\u68ee\u6797\uff08Random forest\uff09\u5206\u6790\u663e\u793a\u73af\u5883\u8fc7\u6ee4\u5bf9\u7ec6\u83cc\u7fa4\u843d\u5177\u6709\u5f3a\u70c8\u5f71\u54cd\u3002\u8fd9\u79cd\u5f3a\u70c8\u7684\u786e\u5b9a\u6027\u8868\u660e\u6c61\u6c34\u5904\u7406\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\uff0c\u5177\u6709\u76f8\u5bf9\u4e00\u81f4\u7684\u8fdb\u6c34\u7279\u5f81\u548c\u73af\u5883\u6761\u4ef6\uff0c\u7406\u8bba\u4e0a\u53ef\u4ee5\u901a\u8fc7\u8c03\u8282\u73af\u5883\u548c\u8fd0\u884c\u53c2\u6570\u5b9a\u5411\u8c03\u8282\u5fae\u751f\u7269\u7fa4\u843d\u3002\u800c\u968f\u673a\u8fc7\u7a0b\u7684\u51fa\u73b0\u5f80\u5f80\u4e0e\u7cfb\u7edf\u4e0d\u7a33\u5b9a\u8fd0\u884c\u6709\u5173\uff0c\u6bd4\u5982\u5728\u6c61\u6ce5\u81a8\u80c0\u6216\u8d77\u6ce1\u671f\u95f4\u4f1a\u5bfc\u81f4\u968f\u673a\u6027\u7684\u589e\u52a0\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/a5279617a60b21b0c9b32936178e6728.jpeg\" =\"\" =\"a5279617a60b21b0c9b32936178e6728.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c6\u5f20\" title=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa  \u7b2c6\u5f20-\u7a46\u4e16\u660e\u535a\u5ba2\" ><\/p>\n<p><strong>\u56fe4\uff1a\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d<\/strong><\/p>\n<p>\u5fae\u751f\u7269\u751f\u6001\u5b66\u7684\u4e00\u4e2a\u4e3b\u8981\u76ee\u6807\u662f\u89e3\u6790\u5fae\u751f\u7269\u7fa4\u843d\u7ed3\u6784\u548c\u751f\u6001\u7cfb\u7edf\u529f\u80fd\u4e4b\u95f4\u7684\u8054\u7cfb\u3002\u7531\u4e8eWWTPs\u662f\u4e00\u4e2a\u5de5\u7a0b\u7cfb\u7edf\uff0c\u6c61\u67d3\u7269\u901a\u8fc7\u5fae\u751f\u7269\u7fa4\u843d\u88ab\u53bb\u9664\uff0c\u56e0\u6b64\u6211\u4eec\u5047\u8bbeWWTPs\u4e2d\u6d3b\u6027\u6c61\u6ce5\u7ec6\u83cc\u7fa4\u843d\u7ed3\u6784\u4e0e\u5176\u529f\u80fd\u4e4b\u95f4\u5b58\u5728\u7740\u5f3a\u70c8\u7684\u8054\u7cfb\u3002\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u751f\u7269\u591a\u6837\u6027\u5728\u7ef4\u6301\u591a\u7cfb\u7edf\u6027\u80fd\u548c\u670d\u52a1\u4e2d\u7684\u4f5c\u7528\uff0c\u6211\u4eec\u540c\u65f6\u4f7f\u7528Spearman\u548cPearson\u7684\u76f8\u5173\u6027\u5206\u6790\u3001\u504f\u6700\u5c0f\u4e8c\u4e58\u8def\u5f84\u6a21\u578b\uff08PLS-PM\uff09\u548c\u968f\u673a\u68ee\u6797\u6a21\u578b\uff08Random forest\uff09\u6765\u9a8c\u8bc1\u6d3b\u6027\u6c61\u6ce5\u7ec6\u83cc\u7fa4\u843d\u7ed3\u6784\u548c\u529f\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u6240\u6709\u591a\u5143\u7edf\u8ba1\u5206\u6790\u7ed3\u679c\u8868\u660e\uff0c\u6574\u4f53\u7684\u6d3b\u6027\u6c61\u6ce5\u7ec6\u83cc\u7fa4\u843d\uff0c\u7279\u522b\u662f\u6838\u5fc3\u548c\u5173\u952e\u7c7b\u7fa4\uff0c\u5bf9\u7ef4\u6301IWWTP\u529f\u80fd\u81f3\u5173\u91cd\u8981<strong>\uff08\u56fe5\uff09<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/img_convert\/75a6a536474a099caaa6c9ce3e36403d.jpeg\" =\"\" =\"75a6a536474a099caaa6c9ce3e36403d.jpeg\" alt=\"EI | \u5317\u5927\u6e29\u4e1c\u8f89\u7ec4\u53d1\u73b0\u786e\u5b9a\u6027\u8fc7\u7a0b\u9a71\u52a8\u5de5\u4e1a\u5e9f\u6c34\u5904\u7406\u7cfb\u7edf\u7ec6\u83cc\u7fa4\u843d\u6784\u5efa (https:\/\/mushiming.com\/)  \u7b2c7\u5f20\" title=\"EI | 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