{"id":3553,"date":"2025-09-29T11:15:40","date_gmt":"2025-09-29T03:15:40","guid":{"rendered":"https:\/\/www.leexinghai.com\/aic\/?p=3553"},"modified":"2025-09-29T11:15:54","modified_gmt":"2025-09-29T03:15:54","slug":"%e8%ae%ba%e6%96%87%e8%af%84%e8%bf%b0-%e6%96%87%e7%8c%aetr-phd-mm-zh-2509291","status":"publish","type":"post","link":"https:\/\/www.leexinghai.com\/aic\/%e8%ae%ba%e6%96%87%e8%af%84%e8%bf%b0-%e6%96%87%e7%8c%aetr-phd-mm-zh-2509291\/","title":{"rendered":"\u8bba\u6587\u8bc4\u8ff0-\u6587\u732eTR-PHD-MM-ZH-2509291"},"content":{"rendered":"\n<p>\u672c\u671f\u8bc4\u8ff0\u6587\u7ae0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"wRHiYbN5qC\"><a 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has-text-align-center\">1.\u7814\u7a76\u80cc\u666f<\/h2>\n\n\n\n<p>\u6839\u636e\u8bba\u6587\u7684\u4ecb\u7ecd\uff0c\u4ee5\u524d\u8981\u60f3\u77e5\u9053\u751f\u83dc\u7684\u54c1\u8d28\uff08\u6bd4\u5982\u751c\u4e0d\u751c\u3001\u9178\u78b1\u5ea6\u5982\u4f55\uff09\uff0c\u4e3b\u8981\u9760\u4eba\u5de5\u89c2\u5bdf\u6216\u8005\u628a\u751f\u83dc\u62ff\u53bb\u505a\u5316\u5b66\u5206\u6790\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u4f60\u770b\u6765\uff0c\u8fd9\u79cd\u4f20\u7edf\u65b9\u6cd5\u4e3b\u8981\u6709\u54ea\u4e9b\u7f3a\u70b9\u5462\uff1f\n<ul class=\"wp-block-list\">\n<li>\u5177\u6709\u4e3b\u89c2\u6027\u5f3a\u548c\u6548\u7387\u4f4e\u7684\u7f3a\u70b9<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u4f20\u7edf\u65b9\u6cd5\u4e0d\u4ec5\u4e3b\u89c2\u3001\u6548\u7387\u4f4e\uff0c\u800c\u4e14\u8fd8\u662f<\/p>\n\n\n\n<p><strong>\u7834\u574f\u6027\u7684<\/strong>\uff08\u8981\u628a\u751f\u83dc\u6458\u4e0b\u6765\uff09\uff0c\u5e76\u4e14\u975e\u5e38<strong>\u8017\u8d39\u65f6\u95f4\u548c\u4eba\u529b<\/strong>\u3002 <sup><\/sup><sup><\/sup><sup><\/sup><sup><\/sup> \u5c24\u5176\u662f\u5728\u9700\u8981\u5927\u89c4\u6a21\u68c0\u67e5\u6210\u5343\u4e0a\u4e07\u68f5\u751f\u83dc\u7684\u73b0\u4ee3\u519c\u573a\u91cc\uff0c\u8fd9\u79cd\u65b9\u6cd5\u663e\u7136\u662f\u884c\u4e0d\u901a\u7684\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u8fd9\u7bc7\u8bba\u6587\u5c31\u5f15\u5165\u4e86\u4e00\u5957\u73b0\u4ee3\u5316\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4e3b\u8981\u5305\u62ec\u4e24\u4e2a\u5173\u952e\u90e8\u5206\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8fd1\u5e74\u6765,\u914d\u5907\u591a\u6a21\u6001\u4f20\u611f\u5668\u7684\u9ad8\u901a\u91cf\u690d\u7269\u8868\u578b\u5206\u6790(HTPP)\u5e73\u53f0\u4e3a\u63d0\u9ad8\u8868\u578b\u5206\u6790\u7684\u6548\u7387\u4e0e\u51c6\u786e\u5ea6\u5f00\u8f9f\u4e86\u65b0\u7684\u53ef\u80fd\u6027<sup>[16]<\/sup>\u3002\u591a\u6a21\u6001\u4f20\u611f\u5668\u7684\u7efc\u5408\u4f7f\u7528(\u5982\u9ad8\u5149\u8c31\u6210\u50cf\u3001RGB \u56fe\u50cf\u548c\u6fc0\u5149\u96f7\u8fbe\u7b49),\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u80fd\u591f\u4ece\u591a\u4e2a\u7ef4\u5ea6\u5168\u9762\u6355\u83b7\u690d\u7269\u7684\u751f\u7406\u548c\u5f62\u6001\u7279\u5f81,\u4e3a\u4f5c\u7269\u751f\u957f\u76d1\u6d4b\u3001\u75c5\u866b\u5bb3\u8bc6\u522b\u7b49\u63d0\u4f9b\u4e86\u66f4\u4e3a\u4e30\u5bcc\u548c\u51c6\u786e\u7684\u4fe1\u606f\u57fa\u7840\u3002\u6b64\u5916,\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u7684\u51fa\u73b0\u8fdb\u4e00\u6b65\u52a0\u901f\u4e86\u8fd9\u4e00\u8fdb\u7a0b,\u8fd9\u4e9b\u7b97\u6cd5\u80fd\u591f\u6709\u6548\u5904\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u7684\u591a\u6a21\u6001\u6570\u636e,\u901a\u8fc7\u5b66\u4e60\u6570\u636e\u5185\u5728\u7684\u590d\u6742\u6a21\u5f0f,\u4e3a\u690d\u7269\u8868\u578b\u7684\u7cbe\u51c6\u4f30\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6280\u672f\u652f\u6301\u3002\u5c24\u5176\u662f\u5728\u7279\u5f81\u63d0\u53d6\u3001\u6a21\u5f0f\u8bc6\u522b\u7b49\u65b9\u9762,\u6df1\u5ea6\u5b66\u4e60\u8d85\u8d8a\u4e86\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u7684\u9650\u5236,\u663e\u8457\u63d0\u9ad8\u4e86\u8868\u578b\u5206\u6790\u7684\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u6c34\u5e73<sup>[17,18]<\/sup>\u3002<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u56e0\u6b64,\u63a2\u7d22\u57fa\u4e8e\u591a\u6a21\u6001\u6570\u636e\u878d\u5408\u548c\u6df1\u5ea6\u5b66\u4e60\u5728\u690d\u7269\u8868\u578b\u4f30\u7b97\u4e2d\u7684\u5e94\u7528,\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u5347\u8868\u578b\u6570\u636e\u5904\u7406\u7684\u7cbe\u5ea6\u548c\u6548\u7387,\u8fd8\u80fd\u4e3a\u7cbe\u51c6\u519c\u4e1a\u7814\u7a76\u63d0\u4f9b\u5f3a\u5927\u7684\u6280\u672f\u652f\u6491,\u5bf9\u4fc3\u8fdb\u4f5c\u7269\u6539\u826f\u548c\u63d0\u9ad8\u519c\u4e1a\u751f\u4ea7\u529b\u5177\u6709\u6df1\u8fdc\u7684\u610f\u4e49<sup>[19, 20]<\/sup>\u3002<\/p>\n<\/blockquote>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u9ad8\u901a\u91cf\u8868\u578b\u5e73\u53f0 (HTPP)<\/strong>\uff1a\u4f60\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u4e2a\u7ed9\u690d\u7269\u7528\u7684\u81ea\u52a8\u5316\u201c\u4f53\u68c0\u4e2d\u5fc3\u201d\u3002\u5b83\u80fd\u5feb\u901f\u3001\u81ea\u52a8\u5730\u4e3a\u5927\u91cf\u690d\u7269\u62cd\u7167\u3001\u626b\u63cf\uff0c\u6536\u96c6\u5404\u79cd\u6570\u636e\u3002 <\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u6570\u636e\u4e0e\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u5e73\u53f0\u7528\u4e86\u591a\u79cd\u4e0d\u540c\u7684\u4f20\u611f\u5668\uff08\u6bd4\u5982\u80fd\u770b\u5230\u4e0d\u540c\u5149\u6ce2\u7684\u7279\u6b8a\u76f8\u673a\uff09\uff0c\u5c31\u50cf\u540c\u65f6\u7528\u597d\u51e0\u79cd\u201c\u773c\u775b\u201d\u53bb\u770b\u751f\u83dc\u3002\u7136\u540e\u7528\u6df1\u5ea6\u5b66\u4e60\u8fd9\u4e2a\u201c\u8d85\u7ea7\u5927\u8111\u201d\u6765\u5206\u6790\u6240\u6709\u8fd9\u4e9b\u6570\u636e\uff0c\u4ece\u800c\u5f97\u5230\u4e00\u4e2a\u5168\u9762\u53c8\u51c6\u786e\u7684\u7ed3\u8bba\u3002 <\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ed3\u5408\u521a\u624d\u6211\u4eec\u8ba8\u8bba\u7684\u4f20\u7edf\u65b9\u6cd5\u7684\u7f3a\u70b9\uff0c\u4f60\u8ba4\u4e3a\u7528\u8fd9\u79cd\u65b0\u6280\u672f\u6765\u5206\u6790\u751f\u83dc\uff0c\u6700\u5927\u7684\u597d\u5904\u662f\u4ec0\u4e48\uff1f\n<ul class=\"wp-block-list\">\n<li>\u63d0\u9ad8\u4e86\u68c0\u6d4b\u7684\u6548\u7387\uff0c\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ef4\u5ea6\u5168\u9762\u6355\u83b7\u690d\u7269\u7684\u751f\u7406\u548c\u5f62\u6001\u7279\u5f81\uff0c\u4e3a\u4f5c\u7269\u751f\u957f\u68c0\u6d4b\u3001\u75c5\u866b\u5bb3\u8bc6\u522b\u7b49\u63d0\u4f9b\u4e86\u66f4\u4e3a\u4e30\u5bcc\u548c\u51c6\u786e\u7684\u4fe1\u606f\u57fa\u7840<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u603b\u7ed3\u4e00\u4e0b\uff0c\u8fd9\u9879\u65b0\u6280\u672f\u7684\u6700\u5927\u597d\u5904\u5c31\u662f<\/p>\n\n\n\n<p><strong>\u65e0\u635f\u3001\u9ad8\u6548\u3001\u5168\u9762\u4e14\u667a\u80fd<\/strong> <sup><\/sup>\u3002\u5b83\u53ef\u4ee5\u5728\u4e0d\u4f24\u5bb3\u751f\u83dc\u7684\u524d\u63d0\u4e0b\uff0c\u5927\u89c4\u6a21\u3001\u81ea\u52a8\u5316\u5730\u8fdb\u884c\u68c0\u6d4b\uff0c\u4e3a\u519c\u4e1a\u751f\u4ea7\u63d0\u4f9b\u4e86\u524d\u6240\u672a\u6709\u7684\u4e30\u5bcc\u548c\u51c6\u786e\u7684\u4fe1\u606f <sup><\/sup>\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u672c\u7814\u7a76\u81f4\u529b\u4e8e\u514b\u670d\u4f20\u7edf\u5355\u4e00\u6570\u636e\u6a21\u6001\u5728\u690d\u7269\u8868\u578b\u7279\u6027\u8bc4\u4f30\u4e2d\u7684\u9650\u5236,\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7efc\u5408\u5149\u8c31\u3001\u56fe\u50cf\u548c\u65f6\u95f4\u5e8f\u5217\u7b49\u591a\u6a21\u6001\u6570\u636e,\u5b9e\u73b0\u4e86\u5bf9\u751f\u83dc\u8868\u578b\u7279\u6027\u7684\u5feb\u901f\u3001\u7cbe\u786e\u548c\u65e0\u635f\u4f30\u7b97\u3002\u8fd9\u4e00\u65b9\u6cd5\u4e0d\u4ec5\u6781\u5927\u63d0\u9ad8\u4e86\u751f\u83dc\u8868\u578b\u4f30\u7b97\u7684\u51c6\u786e\u7387\u548c\u6548\u7387,\u800c\u4e14\u52a0\u6df1\u4e86\u5bf9\u751f\u83dc\u751f\u957f\u4e0e\u73af\u5883\u56e0\u7d20\u76f8\u4e92\u4f5c\u7528\u7684\u7406\u89e3,\u4e3a\u751f\u83dc\u4f5c\u7269\u9057\u4f20\u6539\u826f\u3001\u683d\u57f9\u7ba1\u7406\u548c\u73af\u5883\u5e94\u5bf9\u63d0\u4f9b\u4e86\u79d1\u6280\u652f\u6491\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u6240\u4ee5\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u5177\u4f53<strong>\u7814\u7a76\u76ee\u7684<\/strong>\u5c31\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-verse\">\u5f00\u53d1\u5e76\u9a8c\u8bc1\u4e00\u5957\u5b8c\u6574\u7684\u65b9\u6cd5\uff0c\u5229\u7528\u201c\u591a\u4f20\u611f\u5668\u201d+\u201cAI\u5927\u8111\u201d\u7684\u6280\u672f\uff0c\u6765\u5b9e\u73b0\u5bf9\u751f\u83dc\u51e0\u79cd\u5173\u952e\u8868\u578b\u7279\u6027\uff08\u5982\u54c1\u8d28\u3001\u5149\u5408\u6548\u80fd\u548c\u8425\u517b\u5143\u7d20\uff09\u7684\u5feb\u901f\u3001\u7cbe\u786e\u548c\u65e0\u635f\u4f30\u7b97 \u3002<\/pre>\n\n\n\n<p>\u5230\u8fd9\u91cc\uff0c\u6211\u4eec\u5c31\u57fa\u672c\u641e\u6e05\u695a\u4e86\u8fd9\u9879\u7814\u7a76\u7684<strong>\u80cc\u666f\u548c\u610f\u4e49<\/strong>\uff1a\u7528\u4e00\u79cd\u5168\u65b0\u7684\u667a\u80fd\u6280\u672f\uff0c\u53bb\u66ff\u4ee3\u4f20\u7edf\u843d\u540e\u7684\u4eba\u5de5\u68c0\u6d4b\u65b9\u6cd5\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">2.\u6838\u5fc3\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u8bba\u6587\u6807\u9898\u91cc\u63d0\u5230\u4e86\u201c<strong>\u591a\u6a21\u6001\u6570\u636e\u878d\u5408<\/strong>\u201d\uff0c\u8fd9\u542c\u8d77\u6765\u5f88\u590d\u6742\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a\u201c<strong>\u591a\u79cd\u4fe1\u606f\u6765\u6e90\u7684\u7efc\u5408\u5206\u6790<\/strong>\u201d\u3002\u5c31\u50cf\u6211\u4eec\u5224\u65ad\u4e00\u4e2a\u4eba\u662f\u5426\u5065\u5eb7\uff0c\u4e0d\u80fd\u53ea\u770b\u8138\u8272\uff0c\u8fd8\u8981\u542c\u5fc3\u8df3\u3001\u91cf\u4f53\u6e29\u4e00\u6837\u3002<\/p>\n\n\n\n<p>\u8fd9\u9879\u7814\u7a76\u4e3b\u8981\u6536\u96c6\u4e86\u4e09\u5927\u7c7b\u6570\u636e\u4f5c\u4e3a\u5206\u6790\u7684\u201c\u539f\u6599\u201d\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u5149\u8c31\u6570\u636e (Spectral Data)<\/strong>\uff1a\u8fd9\u662f\u6838\u5fc3\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u751f\u83dc\u5bf9\u5149\u7ebf\u7684\u201c\u6307\u7eb9\u201d\u3002\u9ad8\u5149\u8c31\u76f8\u673a\u53ef\u4ee5\u6355\u6349\u5230\u8089\u773c\u770b\u4e0d\u5230\u7684\u975e\u5e38\u7cbe\u7ec6\u7684\u5149\u8c31\u4fe1\u606f\uff0c\u4ece\u4e2d\u80fd\u5206\u6790\u51fa\u690d\u7269\u7684\u5316\u5b66\u6210\u5206\uff08\u6bd4\u5982\u53f6\u7eff\u7d20\u3001\u7cd6\u5206\uff09\u3002<\/li>\n\n\n\n<li><strong>\u56fe\u50cf\u6570\u636e (Image Data)<\/strong>\uff1a\u8fd9\u5305\u62ec\u666e\u901a\u7167\u7247(RGB)\u548c\u9ad8\u5149\u8c31\u76f8\u673a\u62cd\u7684\u7167\u7247\u3002\u5b83\u4e3b\u8981\u63d0\u4f9b\u751f\u83dc\u7684\u989c\u8272\u3001\u5f62\u72b6\u3001\u5927\u5c0f\u7b49\u5916\u89c2\u4fe1\u606f\u3002<\/li>\n\n\n\n<li><strong>\u65f6\u95f4\u5e8f\u5217\u6570\u636e (Time-series Data)<\/strong>\uff1a\u8fd9\u662f\u901a\u8fc7\u5e73\u53f0\u8fde\u7eed\u51e0\u5929\u76d1\u6d4b\u751f\u83dc\u751f\u957f\u5f97\u5230\u7684\u6570\u636e\uff0c\u6bd4\u5982\u5b83\u7684\u9ad8\u5ea6\u3001\u53f6\u9762\u79ef\u662f\u4e0d\u662f\u5728\u53d8\u5927\u7b49\u7b49\uff0c\u8bb0\u5f55\u4e86\u751f\u83dc\u7684\u201c\u6210\u957f\u65e5\u8bb0\u201d\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u4f30\u7b97\u751f\u83dc\u7684\u6574\u4f53\u5065\u5eb7\u72b6\u51b5\u65f6\uff0c\u4f60\u89c9\u5f97\u53ea\u7528\u5176\u4e2d\u4e00\u79cd\u6570\u636e\uff08\u6bd4\u5982\u53ea\u7528\u666e\u901a\u7167\u7247\uff09\u4f1a\u6709\u4ec0\u4e48\u5c40\u9650\u6027\uff1f\u4e3a\u4ec0\u4e48\u8981\u628a\u8fd9\u4e09\u79cd\u6570\u636e\u7ed3\u5408\u8d77\u6765\u5462\uff1f\n<ul class=\"wp-block-list\">\n<li>\u53ea\u7528\u4e00\u79cd\u6570\u636e\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8bef\u5224\uff0c\u4ece\u800c\u5f71\u54cd\u5b9e\u9a8c\u7684\u51c6\u786e\u6027\u3002\u628a\u4e09\u79cd\u6570\u636e\u7ed3\u5408\u8d77\u6765\uff0c\u4ece\u591a\u7ef4\u5ea6\u6765\u5224\u65ad\u5206\u6790\u751f\u83dc\u6570\u636e\uff0c\u63d0\u9ad8\u4e86\u7814\u7a76\u7684\u4e25\u8c28\u6027<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u6b63\u662f\u201c\u591a\u6a21\u6001\u6570\u636e\u878d\u5408\u201d\u7684\u6838\u5fc3\u601d\u60f3\u3002\u5355\u4e00\u7ef4\u5ea6\u7684\u4fe1\u606f\u5f88\u53ef\u80fd\u4ea7\u751f\u504f\u5dee\uff08\u6bd4\u5982\uff0c\u4e00\u7247\u770b\u8d77\u6765\u5f88\u7eff\u7684\u53f6\u5b50\uff0c\u5185\u90e8\u53ef\u80fd\u5df2\u7ecf\u7f3a\u6c34\u4e86\uff09\uff0c\u800c\u591a\u79cd\u7ef4\u5ea6\u7684\u4fe1\u606f\u53ef\u4ee5\u76f8\u4e92\u8865\u5145\u3001\u76f8\u4e92\u9a8c\u8bc1\uff0c\u8ba9\u6700\u7ec8\u7684\u5224\u65ad\u66f4\u51c6\u786e\u3001\u66f4\u53ef\u9760\u3002\u8fd9\u5c31\u662f\u201c1+1+1 &gt; 3\u201d\u7684\u9053\u7406\u3002<\/p>\n\n\n\n<p>\u90a3\u4e48\uff0c\u7814\u7a76\u8005\u5177\u4f53\u662f\u600e\u4e48\u201c\u878d\u5408\u201d\u8fd9\u4e9b\u4e0d\u540c\u6570\u636e\u7684\u5462\uff1f\u4ed6\u4eec\u7528\u4e86\u4e00\u79cd\u5f88\u806a\u660e\u7684\u65b9\u6cd5\uff0c\u53eb\u505a<\/p>\n\n\n\n<p><strong>\u7279\u5f81\u7ea7\u878d\u5408 (Feature-level fusion)<\/strong> <sup><\/sup><sup><\/sup><sup><\/sup><sup><\/sup>\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u800c\u7279\u5f81\u7ea7\u878d\u5408,\u7279\u522b\u9002\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b,\u5b83\u5141\u8bb8\u5404\u6a21\u6001\u6570\u636e\u5148\u72ec\u7acb\u8fdb\u5165\u4e13\u4e3a\u5176\u8bbe\u8ba1\u7684\u6df1\u5ea6\u7f51\u7edc\u67b6\u6784\u4e2d\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u4f18\u5316,\u518d\u5c06\u8fd9\u4e9b\u72ec\u7acb\u63d0\u53d6\u7684\u7279\u5f81\u5728\u6a21\u578b\u7684\u540e\u9636\u6bb5\u8fdb\u884c\u7efc\u5408\u878d\u5408,\u5f62\u6210\u4e00\u4e2a\u5168\u9762\u7684\u7279\u5f81\u96c6\u4ee5\u8fdb\u884c\u6700\u7ec8\u4f30\u7b97<sup>[78]<\/sup>\u3002\u7279\u5f81\u7ea7\u878d\u5408\u7684\u7b56\u7565\u5145\u5206\u53d1\u6325\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u81ea\u52a8\u63d0\u53d6\u590d\u6742\u7279\u5f81\u7684\u80fd\u529b,\u901a\u8fc7\u6a21\u578b\u4e0d\u540c\u5c42\u6b21\u4e0a\u7684\u7279\u5f81\u63d0\u53d6\u548c\u878d\u5408,\u5b9e\u73b0\u4e86\u66f4\u4e3a\u7ec6\u81f4\u7684\u6570\u636e\u5904\u7406\u3002\u8fd9\u79cd\u7b56\u7565\u4e0d\u4ec5\u52a0\u6df1\u4e86\u6a21\u578b\u5bf9\u6bcf\u79cd\u6570\u636e\u6a21\u6001\u7684\u7406\u89e3,\u8fd8\u63d0\u5347\u4e86\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u548c\u9ad8\u7ef4\u5ea6\u6570\u636e\u65f6\u7684\u4f30\u7b97\u51c6\u786e\u7387\u548c\u89e3\u91ca\u529b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u5206\u5f00\u5904\u7406<\/strong>\uff1a\u4ed6\u4eec\u6ca1\u6709\u628a\u5149\u8c31\u3001\u56fe\u50cf\u3001\u65f6\u95f4\u5e8f\u5217\u8fd9\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u6570\u636e\u786c\u585e\u8fdb\u4e00\u4e2a\u6a21\u578b\u91cc\u3002<\/li>\n\n\n\n<li><strong>\u5404\u81ea\u63d0\u53d6\u7cbe\u534e<\/strong>\uff1a\u4ed6\u4eec\u4e3a\u6bcf\u4e00\u7c7b\u6570\u636e\u90fd\u8bbe\u8ba1\u4e86\u4e13\u95e8\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u8ba9\u6bcf\u4e2a\u6a21\u578b\u90fd\u4ece\u81ea\u5df1\u8d1f\u8d23\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u51fa\u6700\u5173\u952e\u3001\u6700\u6709\u6548\u7684\u4fe1\u606f\uff08\u8fd9\u5c31\u662f\u201c\u7279\u5f81\u201d\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6c47\u603b\u7cbe\u534e\u505a\u5224\u65ad<\/strong>\uff1a\u6700\u540e\uff0c\u4ed6\u4eec\u518d\u628a\u8fd9\u4e9b\u4ece\u4e0d\u540c\u6570\u636e\u4e2d\u63d0\u70bc\u51fa\u7684\u201c\u7cbe\u534e\u4fe1\u606f\u201d\u7ed3\u5408\u5230\u4e00\u8d77\uff0c\u8fdb\u884c\u7efc\u5408\u5224\u65ad\uff0c\u4ece\u800c\u4f30\u7b97\u51fa\u6700\u7ec8\u7ed3\u679c \u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8bba\u6587\u7684\u6458\u8981\u91cc\u63d0\u5230\u4e86\u597d\u51e0\u4e2a\u6a21\u578b\u540d\u5b57\uff0c\u6bd4\u5982<code>SpecTimeNet<\/code> (\u5149\u8c31+\u65f6\u95f4) \u548c <code>SpecImageNet<\/code> (\u5149\u8c31+\u56fe\u50cf) \u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f60\u8ba4\u4e3a\u7814\u7a76\u8005\u4e3a\u4ec0\u4e48\u8981\u8bbe\u8ba1\u8fd9\u4e48\u591a\u4e0d\u540c\u7684\u878d\u5408\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u53ea\u8bbe\u8ba1\u4e00\u4e2a\u628a\u6240\u6709\u6570\u636e\u90fd\u7528\u4e0a\u7684\u6700\u7ec8\u6a21\u578b\u5462\uff1f\n<ul class=\"wp-block-list\">\n<li>\u56e0\u4e3a\u4f5c\u8005\u63a2\u7d22\u4e86\u6570\u636e\u7ea7\u878d\u5408\u548c\u7279\u5f81\u7ea7\u878d\u5408\u4e24\u79cd\u7b56\u7565\uff0cSpecTimeNet\u662f\u5c06\u5149\u8c31\u4e0e\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u4e86\u878d\u5408\uff0c\u800cSpecImageNet\u662f\u5c06\u5149\u8c31\u4e0e\u56fe\u50cf\u8fdb\u884c\u4e86\u878d\u5408\uff0c\u4ece\u591a\u7ef4\u5ea6\u7684\u6a21\u578b\u6765\u8fdb\u884c\u5b9e\u9a8c\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u51c6\u786e\u6027<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u76ee\u7684\u786e\u5b9e\u662f\u4e3a\u4e86\u8fdb\u884c\u591a\u7ef4\u5ea6\u5b9e\u9a8c\u6765\u627e\u5230\u6700\u597d\u7684\u65b9\u6cd5\uff01<\/p>\n\n\n\n<p>\u5173\u4e8e\u6570\u636e\u7ea7\u548c\u7279\u5f81\u7ea7\u878d\u5408\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u6df1\u5ea6\u5b66\u4e60\u90e8\u5206\u4e3b\u8981\u7528\u7684\u90fd\u662f\u6211\u4eec\u521a\u624d\u804a\u7684\u201c\u7279\u5f81\u7ea7\u878d\u5408\u201d\u3002\u4ed6\u4eec\u8bbe\u8ba1\u4e0d\u540c\u6a21\u578b\u7684\u771f\u6b63\u76ee\u7684\uff0c\u5176\u5b9e\u66f4\u50cf\u662f\u5728\u505a\u4e00\u4e2a\u4e25\u8c28\u7684\u201c<strong>\u63a7\u5236\u53d8\u91cf\u5b9e\u9a8c<\/strong>\u201d\uff0c\u4e00\u6b65\u6b65\u770b\u6e05\u6bcf\u79cd\u6570\u636e\u7684\u4ef7\u503c\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u6253\u57fa\u7840<\/strong>\uff1a\u5148\u53ea\u7528<strong>\u5149\u8c31\u6570\u636e<\/strong>\uff08\u6700\u6838\u5fc3\u7684\u6570\u636e\uff09\u5efa\u7acb\u4e00\u4e2a\u57fa\u51c6\u6a21\u578b\uff0c\u770b\u770b\u6548\u679c\u600e\u4e48\u6837\u3002 <\/li>\n\n\n\n<li><strong>\u505a\u52a0\u6cd5 (\u4e00)<\/strong>\uff1a\u5728\u5149\u8c31\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u52a0\u5165<strong>\u65f6\u95f4\u5e8f\u5217\u6570\u636e<\/strong>\uff08<code>SpecTimeNet<\/code>\uff09\uff0c\u770b\u770b\u589e\u52a0\u201c\u6210\u957f\u65e5\u8bb0\u201d\u80fd\u5e26\u6765\u591a\u5927\u63d0\u5347\u3002 <\/li>\n\n\n\n<li><strong>\u505a\u52a0\u6cd5 (\u4e8c)<\/strong>\uff1a\u5728\u5149\u8c31\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u52a0\u5165<strong>\u56fe\u50cf\u6570\u636e<\/strong>\uff08<code>SpecImageNet<\/code>\uff09\uff0c\u770b\u770b\u589e\u52a0\u201c\u5916\u89c2\u7167\u7247\u201d\u53c8\u80fd\u5e26\u6765\u591a\u5927\u63d0\u5347\u3002 <\/li>\n\n\n\n<li><strong>\u96c6\u5927\u6210<\/strong>\uff1a\u6700\u540e\u628a<strong>\u4e09\u79cd\u6570\u636e\u5168\u90e8\u878d\u5408<\/strong>\uff08<code>SpecTimeImageNet<\/code>\uff09\uff0c\u770b\u201c\u7ec8\u6781\u7ec4\u5408\u201d\u7684\u6548\u679c\u662f\u4e0d\u662f\u6700\u5f3a\u7684\u3002 <\/li>\n<\/ol>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u5c42\u5c42\u9012\u8fdb\u7684\u65b9\u5f0f\uff0c\u4f5c\u8005\u4e0d\u4ec5\u627e\u5230\u4e86\u6700\u597d\u7684\u65b9\u6cd5\uff0c\u8fd8\u8bc1\u660e\u4e86\u6bcf\u4e00\u79cd\u6570\u636e\u90fd\u6709\u5176\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f5c\u7528\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">3.\u4e3b\u8981\u53d1\u73b0<\/h2>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u7ed3\u8bba\u975e\u5e38\u660e\u786e\uff1a<strong>\u4ed6\u4eec\u63d0\u51fa\u7684\u8fd9\u5957\u57fa\u4e8e\u591a\u6a21\u6001\u6570\u636e\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u6548\u679c\u975e\u5e38\u597d\u3002<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5c3d\u7ba1\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7ecf\u8fc7\u4e86\u7ec6\u81f4\u7684\u7279\u5f81\u5de5\u7a0b\u6b65\u9aa4,\u5176\u4f30\u7b97\u7cbe\u5ea6(SSC:R<sub>p<\/sub><sup>2<\/sup> \u4e3a 0.8587,pH \u503c:R<sub>p<\/sub><sup>2<\/sup> \u4e3a 0.7477)\u4ecd\u4f4e\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002\u7814\u7a76\u7ed3\u679c\u4f53\u73b0\u4e86\u5728\u7b80\u5316\u7279\u5f81\u5de5\u7a0b\u7684\u8fc7\u7a0b\u4e2d\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u540c\u65f6\u63d0\u9ad8\u8868\u578b\u7279\u6027\u7684\u4f30\u7b97\u7cbe\u5ea6\u4e0e\u6548\u7387\u3002<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5728 SSC \u7684\u4f30\u7b97\u4e0a,\u6539\u8fdb\u7684 SpecNet2D \u6a21\u578b\u53d6\u5f97\u4e860.8743 \u7684 R<sub>p<\/sub><sup>2<\/sup> ,\u800c\u878d\u5408\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684 SpecTimeNet \u6a21\u578b\u5c06R<sub>p<\/sub><sup>2<\/sup> \u63d0\u5347\u81f3 0.8900\u3002<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>(4)\u4e3a\u4e86\u63d0\u9ad8\u751f\u83dc\u8425\u517b\u5143\u7d20\u8868\u578b\u7279\u6027\u4f30\u7b97\u7684\u51c6\u786e\u5ea6\u4e0e\u6548\u7387,\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u57fa\u4e8e\u5149\u8c31\u3001\u65f6\u95f4\u5e8f\u5217\u548c\u56fe\u50cf\u6570\u636e\u878d\u5408\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b(SpecTimeImageNet),\u5168\u9762\u5730\u878d\u5408\u4e86\u4e09\u79cd\u6570\u636e\u6a21\u6001\u7684\u7279\u5f81,\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u4f30\u7b97\u751f\u83dc\u7684 EC\u3001K<sup>+<\/sup>\u548c Na<sup>+<\/sup>\u3002\u5728 EC \u4f30\u7b97\u4e2d,\u4e0e\u6539\u8fdb\u7684SpecNet2D \u6a21\u578b(R<sub>p<\/sub><sup>2<\/sup> = 0.7602)\u76f8\u6bd4,SpecTimeNet \u548c SpecImageNet\u6a21\u578b\u5206\u522b\u5c06 R<sub>p<\/sub><sup>2<\/sup>\u63d0\u5347\u81f3 0.7806 \u548c 0.8098,\u800c SpecTimeImageNet \u6a21\u578b\u8fdb\u4e00\u6b65\u63d0\u5347 R<sub>p<\/sub><sup>2<\/sup>\u81f3 0.8450\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u5177\u4f53\u6765\u770b\uff0c\u4e3b\u8981\u6709\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u53d1\u73b0\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u201cAI\u5927\u8111\u201d\u5b8c\u80dc\u201c\u4f20\u7edf\u65b9\u6cd5\u201d<\/strong>\uff1a\u7814\u7a76\u53d1\u73b0\uff0c\u5373\u4f7f\u53ea\u7528\u5149\u8c31\u8fd9\u4e00\u79cd\u6570\u636e\uff0c\u4ed6\u4eec\u8bbe\u8ba1\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b (<code>SpecNet<\/code>) \u4e5f\u6bd4\u9700\u8981\u590d\u6742\u4eba\u5de5\u5e72\u9884\u7684\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u66f4\u51c6\u3001\u66f4\u9ad8\u6548 \u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u201c\u914d\u6599\u201d\u8d8a\u591a\uff0c\u6a21\u578b\u8d8a\u5f3a\u5927<\/strong>\uff1a\u5c31\u50cf\u6211\u4eec\u4e4b\u524d\u5206\u6790\u7684\uff0c\u968f\u7740\u878d\u5408\u7684\u6570\u636e\u79cd\u7c7b\u589e\u52a0\uff08\u4ece\u201c\u5149\u8c31\u201d\u5230\u201c\u5149\u8c31+\u65f6\u95f4\u201d\uff0c\u518d\u5230\u201c\u5149\u8c31+\u56fe\u50cf\u201d\uff09\uff0c\u6a21\u578b\u7684\u4f30\u7b97\u7cbe\u5ea6\u4e5f\u7a33\u6b65\u63d0\u5347 \u3002<\/li>\n\n\n\n<li><strong>\u201c\u7ec8\u6781\u7ec4\u5408\u201d\u6548\u679c\u6700\u4f73<\/strong>\uff1a\u5728\u4f30\u7b97\u6700\u590d\u6742\u7684\u8425\u517b\u5143\u7d20\uff08EC, K\u207a, Na\u207a\uff09\u65f6\uff0c\u878d\u5408\u4e86\u5149\u8c31\u3001\u65f6\u95f4\u3001\u56fe\u50cf\u4e09\u79cd\u6570\u636e\u7684\u6700\u7ec8\u6a21\u578b (<code>SpecTimeImageNet<\/code>) \u8868\u73b0\u6700\u597d\uff0c\u8bc1\u660e\u4e86\u591a\u6a21\u6001\u878d\u5408\u7684\u5de8\u5927\u4f18\u52bf \u3002<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6b64\u5916,SpecTimeNet \u5728\u68c0\u6d4b\u751f\u83dc\u6c34\u5206\u80c1\u8feb\u72b6\u6001\u65f6,\u5b9e\u73b0\u4e86 98.86%\u7684\u51c6\u786e\u7387\u3002\u7814\u7a76\u7ed3\u679c\u8868\u660e,\u7ed3\u5408\u591a\u6a21\u6001\u6570\u636e\u878d\u5408\u4e0e\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u4e0d\u4ec5\u663e\u8457\u63d0\u9ad8\u4e86\u751f\u83dc\u8868\u578b\u7279\u6027\u4f30\u7b97\u7684\u51c6\u786e\u5ea6,\u800c\u4e14\u8fd8\u63ed\u793a\u4e86\u5176\u5728\u4fc3\u8fdb\u6297\u9006\u6027\u751f\u83dc\u54c1\u79cd\u9009\u80b2\u65b9\u9762\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u9664\u4e86\u8bc1\u660e\u4e86\u65b0\u65b9\u6cd5\u66f4\u51c6\u786e\u4e4b\u5916\uff0c\u8bba\u6587\u91cc\u8fd8\u63d0\u5230\u4e86\u4e00\u4e9b\u5f88\u6709\u610f\u601d\u7684\u201c\u989d\u5916\u53d1\u73b0\u201d\u548c\u5e94\u7528\u3002\u6bd4\u5982\uff0c\u4ed6\u4eec\u7528\u8fd9\u4e2a\u6a21\u578b\u6210\u529f\u8bc6\u522b\u51fa\u4e86\u54ea\u4e9b\u751f\u83dc\u6b63\u5904\u4e8e\u201c\u7f3a\u6c34\u80c1\u8feb\u201d\u72b6\u6001\uff0c\u51c6\u786e\u7387\u9ad8\u8fbe98.86% <sup><\/sup>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bfb\u5230\u8fd9\u91cc\uff0c\u4f60\u89c9\u5f97\u8fd9\u9879\u6280\u672f\u5728\u672a\u6765\u7684\u519c\u4e1a\u751f\u4ea7\u4e2d\uff0c\u8fd8\u80fd\u6709\u54ea\u4e9b\u5177\u4f53\u7684\u5e94\u7528\u573a\u666f\u5462\uff1f\n<ul class=\"wp-block-list\">\n<li>\u5c71\u6838\u6843\u7684\u54c1\u8d28\u68c0\u6d4b\uff1f\u5176\u5b9e\u6211\u4e5f\u4e0d\u662f\u5f88\u61c2\u8bf7\u4f60\u5e2e\u6211\u6269\u5c55\u4e00\u4e0b\u5427<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5c71\u6838\u6843\u4ef7\u503c\u9ad8\uff0c\u5185\u90e8\u54c1\u8d28\uff08\u5982\u542b\u6cb9\u91cf\u3001\u679c\u4ec1\u9971\u6ee1\u5ea6\u3001\u6709\u65e0\u9709\u53d8\uff09\u76f4\u63a5\u51b3\u5b9a\u4e86\u5176\u4ef7\u683c\uff0c\u4f46\u8fd9\u4e9b\u53c8\u662f\u65e0\u6cd5\u4ece\u5916\u58f3\u76f4\u63a5\u770b\u51fa\u6765\u7684\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u5217\u4e3e\u66f4\u591a\u53ef\u80fd\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>\u575a\u679c\u4e0e\u7c7d\u7c7b\u54c1\u8d28\u68c0\u6d4b\uff08\u4ee5\u5c71\u6838\u6843\u4e3a\u4f8b\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65e0\u635f\u6d4b\u5b9a\u542b\u6cb9\u7387<\/strong>\uff1a\u5c31\u50cf\u8bba\u6587\u91cc\u68c0\u6d4b\u751f\u83dc\u7684\u5316\u5b66\u6210\u5206\u4e00\u6837\uff0c\u9ad8\u5149\u8c31\u6280\u672f\u53ef\u4ee5\u7528\u6765\u5206\u6790\u5c71\u6838\u6843\u679c\u4ec1\u7684\u542b\u6cb9\u91cf\uff0c\u8fd9\u5bf9\u4e8e\u5206\u7ea7\u548c\u5b9a\u4ef7\u81f3\u5173\u91cd\u8981\u3002<\/li>\n\n\n\n<li><strong>\u5185\u90e8\u9709\u53d8\u4e0e\u866b\u5bb3\u68c0\u6d4b<\/strong>\uff1a\u901a\u8fc7\u7279\u5b9a\u7684\u5149\u8c31\u6216\u56fe\u50cf\u7279\u5f81\uff0c\u53ef\u4ee5\u5728\u4e0d\u6572\u5f00\u5916\u58f3\u7684\u60c5\u51b5\u4e0b\uff0c\u53d1\u73b0\u5185\u90e8\u5df2\u7ecf\u53d1\u751f\u9709\u53d8\u6216\u8005\u88ab\u866b\u86c0\u7684\u574f\u679c\uff0c\u5927\u5927\u63d0\u9ad8\u7b5b\u9009\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u6c34\u5206\u542b\u91cf\u76d1\u63a7<\/strong>\uff1a\u68c0\u6d4b\u5c71\u6838\u6843\u7684\u542b\u6c34\u91cf\uff0c\u786e\u4fdd\u5176\u5904\u4e8e\u6700\u4f73\u7684\u50a8\u5b58\u548c\u52a0\u5de5\u72b6\u6001\uff0c\u9632\u6b62\u56e0\u6c34\u5206\u8fc7\u9ad8\u800c\u53d8\u8d28\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>\u6c34\u679c\u4ea7\u4e1a\u7684\u667a\u80fd\u5206\u7ea7<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u751c\u5ea6\u4e0e\u9178\u5ea6\u68c0\u6d4b<\/strong>\uff1a\u5bf9\u4e8e\u82f9\u679c\u3001\u67d1\u6a58\u3001\u8461\u8404\u7b49\u6c34\u679c\uff0c\u53ef\u4ee5\u7528\u8fd9\u9879\u6280\u672f\u5728\u5206\u62e3\u6d41\u6c34\u7ebf\u4e0a\u5feb\u901f\u6d4b\u91cf\u6bcf\u4e00\u9897\u6c34\u679c\u7684\u7cd6\u5ea6\uff08\u7c7b\u4f3cSSC\uff09\u548c\u9178\u5ea6\uff08\u7c7b\u4f3cpH\u503c\uff09\uff0c\u5b9e\u73b0\u7cbe\u7ec6\u5316\u5206\u7ea7\u3002<\/li>\n\n\n\n<li><strong>\u6210\u719f\u5ea6\u5224\u65ad<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u6c34\u679c\u8868\u9762\u7684\u989c\u8272\u548c\u5149\u8c31\u4fe1\u606f\uff0c\u7cbe\u786e\u5224\u65ad\u5176\u6210\u719f\u9636\u6bb5\uff0c\u786e\u4fdd\u5728\u6700\u4f73\u65f6\u673a\u91c7\u6458\u6216\u4e0a\u5e02\u3002<\/li>\n\n\n\n<li><strong>\u5185\u90e8\u635f\u4f24\u68c0\u6d4b<\/strong>\uff1a\u68c0\u6d4b\u6c34\u679c\u5728\u8fd0\u8f93\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u5185\u90e8\u201c\u6697\u4f24\u201d\uff08\u5982\u82f9\u679c\u7684\u78b0\u4f24\uff09\uff0c\u8fd9\u4e9b\u4f24\u75d5\u4ece\u5916\u8868\u53ef\u80fd\u770b\u4e0d\u51fa\u6765\uff0c\u4f46\u4f1a\u5f71\u54cd\u53e3\u611f\u548c\u4fdd\u8d28\u671f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>\u7cae\u98df\u4f5c\u7269\u7684\u8d28\u91cf\u8bc4\u4f30<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u86cb\u767d\u8d28\u542b\u91cf\u6d4b\u5b9a<\/strong>\uff1a\u5bf9\u4e8e\u5c0f\u9ea6\u3001\u5927\u7c73\u7b49\u4e3b\u7cae\uff0c\u5229\u7528\u5149\u8c31\u6570\u636e\u5feb\u901f\u8bc4\u4f30\u5176\u86cb\u767d\u8d28\u542b\u91cf\uff0c\u8fd9\u662f\u8861\u91cf\u5176\u8425\u517b\u4ef7\u503c\u548c\u52a0\u5de5\u54c1\u8d28\uff08\u5982\u505a\u9762\u5305\u8fd8\u662f\u505a\u9762\u6761\uff09\u7684\u91cd\u8981\u6307\u6807\u3002<\/li>\n\n\n\n<li><strong>\u771f\u83cc\u6bd2\u7d20\u7b5b\u67e5<\/strong>\uff1a\u5feb\u901f\u7b5b\u67e5\u7389\u7c73\u3001\u82b1\u751f\u7b49\u4f5c\u7269\u4e2d\u662f\u5426\u5b58\u5728\u9ec4\u66f2\u9709\u7d20\u7b49\u6709\u5bb3\u7269\u8d28\uff0c\u4fdd\u969c\u98df\u54c1\u5b89\u5168\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>\u9ad8\u9644\u52a0\u503c\u7ecf\u6d4e\u4f5c\u7269\u7b5b\u9009<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8336\u53f6\/\u5496\u5561\u8c46\u5206\u7ea7<\/strong>\uff1a\u6839\u636e\u8336\u53f6\u6216\u5496\u5561\u8c46\u7684\u5185\u5728\u5316\u5b66\u6210\u5206\uff08\u5982\u8336\u591a\u915a\u3001\u5496\u5561\u56e0\u542b\u91cf\uff09\u8fdb\u884c\u5feb\u901f\u5206\u7ea7\uff0c\u66ff\u4ee3\u4f20\u7edf\u4f9d\u8d56\u4eba\u5de5\u611f\u5b98\u5ba1\u8bc4\u7684\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u836f\u6750\u6709\u6548\u6210\u5206\u8bc4\u4f30<\/strong>\uff1a\u5bf9\u4e8e\u4e2d\u8349\u836f\u7b49\u690d\u7269\uff0c\u53ef\u4ee5\u65e0\u635f\u68c0\u6d4b\u5176\u5173\u952e\u836f\u7528\u6210\u5206\u7684\u542b\u91cf\uff0c\u786e\u4fdd\u836f\u6750\u7684\u8d28\u91cf\u548c\u529f\u6548\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u8fd9\u5957\u6280\u672f\u7684<strong>\u6838\u5fc3\u4f18\u52bf<\/strong>\u5728\u4e8e<strong>\u65e0\u635f\u3001\u5feb\u901f\u3001\u6df1\u5165\u5185\u90e8<\/strong>\u3002\u56e0\u6b64\uff0c\u4efb\u4f55<strong>\u5916\u89c2\u65e0\u6cd5\u5b8c\u5168\u53cd\u6620\u5176\u5185\u90e8\u54c1\u8d28<\/strong>\u4e14<strong>\u4ef7\u503c\u8f83\u9ad8<\/strong>\u7684\u519c\u4ea7\u54c1\uff0c\u90fd\u662f\u5b83\u5927\u5c55\u8eab\u624b\u7684\u821e\u53f0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u671f\u8bc4\u8ff0\u6587\u7ae0\uff1a 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