{"id":71088,"date":"2026-11-15T00:09:10","date_gmt":"2026-11-14T16:09:10","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=71088"},"modified":"2026-11-15T00:09:10","modified_gmt":"2026-11-14T16:09:10","slug":"dorado-fast-hac-pod5-read-length-qscore-na24385","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/dorado-fast-hac-pod5-read-length-qscore-na24385\/","title":{"rendered":"Dorado \u5b9e\u8dd1\uff5c\u540c\u4e00\u6761\u7eb3\u7c73\u5b54\u539f\u59cb\u4fe1\u53f7\uff0c\u4e3a\u4ec0\u4e48\u4f1a\u5f97\u5230 4856 \u548c 5058 \u4e24\u79cd\u8bfb\u957f\uff1f"},"content":{"rendered":"<div class=\"ysx-method-guide\" style=\"max-width:820px;min-width:0;margin:0 auto;color:#26374a;line-height:1.86;overflow-wrap:anywhere\">\n<p>\u5bf9\u540c\u4e00\u4efd POD5 \u91cd\u65b0\u8bc6\u522b\u78b1\u57fa\u540e\uff0c\u8bfb\u6bb5\u540d\u8fd8\u5728\uff0c\u5e8f\u5217\u5374\u53ef\u80fd\u53d8\u957f\uff0c\u5e73\u5747\u8d28\u91cf\u4e5f\u4f1a\u53d8\u5316\u3002\u624b\u5de5\u628a FASTQ \u8d28\u91cf\u503c\u76f8\u52a0\u518d\u53d6\u5e73\u5747\uff0c\u7ecf\u5e38\u590d\u73b0\u4e0d\u51fa\u8f6f\u4ef6\u62a5\u544a\u7684\u6570\u5b57\u3002\u6211\u4eec\u53d6 Oxford Nanopore \u516c\u5f00\u7684\u4e00\u6761\u771f\u5b9e\u539f\u59cb\u4fe1\u53f7\uff0c\u5728\u672c\u5730\u7528 Dorado \u5b8c\u6574\u8dd1\u4e86\u4e24\u6b21\u78b1\u57fa\u8bc6\u522b\uff0c\u5206\u522b\u4f7f\u7528\u5feb\u901f\u6a21\u578b\u4e0e\u9ad8\u51c6\u786e\u6a21\u578b\u3002\u968f\u540e\u9010\u78b1\u57fa\u91cd\u7b97\u6574\u6761\u8bfb\u6bb5\u7684\u8d28\u91cf\u5206\u6570\uff0c\u5e76\u5bf9\u7167\u540c\u4e00\u53c2\u8003\u6838\u7b97\u9519\u914d\u3001\u63d2\u5165\u548c\u5220\u9664\u3002\u4e0b\u9762\u7684\u6570\u5b57\u90fd\u53ef\u4ee5\u4ece\u4e24\u4efd\u8f93\u51fa BAM \u4e2d\u8bfb\u56de\u3002<a style=\"color:#205f78;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/raw.githubusercontent.com\/nanoporetech\/dorado\/v2.1.2\/tests\/cram\/single_read\/README.md\">\u5b98\u65b9\u5355\u8bfb\u6bb5\u6d4b\u8bd5\u6570\u636e\u8bf4\u660e<\/a><\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u8ba9\u6bd4\u8f83\u843d\u5728\u540c\u4e00\u6761\u539f\u59cb\u5206\u5b50\u4e0a<\/h2>\n<p>\u8fd9\u6761\u4fe1\u53f7\u6765\u81ea\u516c\u5f00\u6837\u672c NA24385 \u7684\u4e00\u53f7\u67d3\u8272\u4f53\u533a\u57df\uff0c\u91c7\u7528\u6bcf\u79d2\u4e94\u5343\u4e2a\u91c7\u6837\u70b9\u7684\u7eb3\u7c73\u5b54\u6d4b\u5e8f\u6761\u4ef6\u3002\u5b98\u65b9\u8fd8\u7ed9\u51fa\u4e00\u6bb5\u4eba\u4e3a\u52a0\u5165\u4e86\u7b80\u5e76\u78b1\u57fa\u7b26\u53f7\u7684\u53c2\u8003\u5e8f\u5217\uff0c\u7528\u4e8e\u81ea\u5df1\u7684\u683c\u5f0f\u6d4b\u8bd5\u3002\u6211\u4eec\u4f7f\u7528\u540c\u4e00\u4e2a POD5\u3001\u540c\u4e00\u4efd\u53c2\u8003\u3001\u76f8\u540c\u8f6f\u4ef6\u7248\u672c\u4e0e\u8bbe\u5907\u8bbe\u7f6e\uff0c\u663e\u5f0f\u6307\u5b9a\u76f8\u540c\u7248\u672c\u7cfb\u5217\u4e0b\u7684\u4e24\u4e2a\u6a21\u578b\u3002\u5173\u95ed\u53ef\u9009\u5e8f\u5217\u4fee\u526a\uff0c\u4e24\u8f6e\u90fd\u76f4\u63a5\u8f93\u51fa\u5e26\u6bd4\u5bf9\u7684 BAM\u3002\u9996\u5148\u68c0\u67e5\u4e24\u6b21\u7684\u8bfb\u6bb5\u6807\u8bc6\u5b8c\u5168\u4e00\u81f4\uff0c\u624d\u80fd\u8ba4\u5b9a\u6bd4\u8f83\u7684\u662f\u540c\u4e00\u4efd\u539f\u59cb\u4fe1\u53f7\u3002\u518d\u770b\u8bfb\u7ec4\u4e2d\u7684\u6a21\u578b\u540d\u79f0\uff0c\u9632\u6b62\u81ea\u52a8\u9009\u62e9\u7248\u672c\u6216\u8005\u4e2d\u95f4\u6587\u4ef6\u4e32\u7528\u8ba9\u5b9e\u9a8c\u5931\u53bb\u53ef\u6bd4\u6027\u3002<a style=\"color:#205f78;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/github.com\/nanoporetech\/dorado\/tree\/v2.1.2\">Dorado \u6a21\u578b\u548c\u78b1\u57fa\u8bc6\u522b\u8bf4\u660e<\/a><\/p>\n<p>\u5feb\u901f\u6a21\u578b\u7ed9\u51fa\u56db\u5343\u516b\u767e\u4e94\u5341\u516d\u4e2a\u78b1\u57fa\uff0c\u9ad8\u51c6\u786e\u6a21\u578b\u7ed9\u51fa\u4e94\u5343\u96f6\u4e94\u5341\u516b\u4e2a\uff0c\u76f8\u5dee\u4e8c\u767e\u96f6\u4e8c\u3002\u7535\u6d41\u91c7\u6837\u70b9\u548c\u6a21\u578b\u8f93\u51fa\u7684\u78b1\u57fa\u5c5e\u4e8e\u4e0d\u540c\u7684\u6d4b\u91cf\u5355\u4f4d\uff0c\u4e00\u6bb5\u4fe1\u53f7\u7531\u591a\u4e2a\u91c7\u6837\u70b9\u7ec4\u6210\uff0c\u6a21\u578b\u9700\u8981\u63a8\u65ad\u5176\u4e2d\u7684\u78b1\u57fa\u987a\u5e8f\u548c\u6570\u91cf\u3002\u8fd9\u91cc\u80fd\u76f4\u63a5\u786e\u8ba4\u7684\u662f\u540c\u4e00\u8bfb\u540d\u5f97\u5230\u4e0d\u540c\u7684\u78b1\u57fa\u6570\uff0c\u4e0d\u80fd\u5149\u9760\u957f\u5ea6\u5dee\u5224\u5b9a\u5feb\u901f\u6a21\u578b\u6070\u597d\u6f0f\u6389\u4e86\u4e8c\u767e\u96f6\u4e8c\u4e2a\u6307\u5b9a\u4f4d\u7f6e\u3002\u8981\u8fdb\u4e00\u6b65\u5b9a\u4f4d\u5dee\u5f02\uff0c\u8fd8\u5f97\u770b\u4e24\u6b21\u8f93\u51fa\u5404\u5bf9\u9f50\u5230\u54ea\u4e00\u6bb5\u53c2\u8003\uff0c\u526a\u5207\u6389\u4e86\u591a\u5c11\uff0c\u4e24\u8fb9\u5b8c\u5168\u53ef\u6bd4\u8f83\u7684\u533a\u95f4\u53c8\u6709\u591a\u957f\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u4e3a\u4ec0\u4e48\u76f4\u63a5\u5e73\u5747\u8d28\u91cf\u503c\u4f1a\u9ad8\u51fa\u5341\u51e0\u5206<\/h2>\n<p>\u4e00\u4e2a\u78b1\u57fa\u7684\u8d28\u91cf\u5206\u6570\u662f\u9519\u8bef\u6982\u7387\u7684\u8d1f\u5bf9\u6570\u53d8\u6362\u3002\u53d6\u8bfb\u6bb5\u5e73\u5747\u8d28\u91cf\u65f6\uff0c\u5e94\u8be5\u5148\u5c06\u6bcf\u4e2a\u4f4d\u7f6e\u6362\u56de\u9519\u8bef\u6982\u7387\uff0c\u628a\u8fd9\u4e9b\u6982\u7387\u6c42\u7b97\u672f\u5e73\u5747\uff0c\u518d\u8f6c\u6210\u4e00\u4e2a\u8d28\u91cf\u5206\u6570\u3002\u62ff\u4e00\u534a\u78b1\u57fa\u8d28\u91cf\u4e3a\u5341\u3001\u4e00\u534a\u4e3a\u4e09\u5341\u7684\u4f8b\u5b50\uff0c\u9519\u8bef\u6982\u7387\u5206\u522b\u4e3a\u5341\u5206\u4e4b\u4e00\u548c\u5343\u5206\u4e4b\u4e00\uff0c\u5e73\u5747\u4e3a\u96f6\u70b9\u96f6\u4e94\u96f6\u4e94\u3002\u518d\u8f6c\u56de\u8d28\u91cf\u5927\u7ea6\u5341\u4e09\u3002\u76f4\u63a5\u5e73\u5747\u4e24\u4e2a\u8d28\u91cf\u5206\u6570\u4f1a\u5f97\u5230\u4e8c\u5341\uff0c\u663e\u8457\u4f4e\u4f30\u8fd9\u6279\u78b1\u57fa\u7684\u5e73\u5747\u9519\u8bef\u6982\u7387\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u4e00\u5c0f\u6bb5\u5dee\u8d28\u91cf\u5e8f\u5217\u80fd\u591f\u62c9\u4f4e\u6574\u6761\u8bfb\u6bb5\u7684\u5e73\u5747\u8d28\u91cf\uff0c\u5c3d\u7ba1\u4f59\u4e0b\u7684\u5927\u90e8\u5206\u4f4d\u7f6e\u8d28\u91cf\u90fd\u5f88\u9ad8\u3002<\/p>\n<p>\u8fd8\u8981\u590d\u73b0\u5b98\u65b9\u5bf9\u5e8f\u5217\u5f00\u5934\u7684\u5904\u7406\u3002\u5bf9\u4e8e\u957f\u5ea6\u8d85\u8fc7\u516d\u5341\u7684\u8bfb\u6bb5\uff0cDorado \u7684\u6574\u6761\u8d28\u91cf\u7edf\u8ba1\u5148\u7565\u53bb\u6d4b\u5e8f\u65b9\u5411\u4e0a\u7684\u524d\u516d\u5341\u4e2a\u78b1\u57fa\u3002\u53ef\u4ee5\u4ece BAM \u53d6\u56de\u539f\u59cb\u65b9\u5411\u7684\u9010\u78b1\u57fa\u8d28\u91cf\uff0c\u53ea\u4e3a\u8fd9\u4e2a\u7edf\u8ba1\u91cf\u622a\u53bb\u5f00\u5934\uff0c\u518d\u6362\u7b97\u6982\u7387\u3002\u8fd9\u4e2a\u6b65\u9aa4\u4e0d\u4f1a\u628a\u8f93\u51fa FASTA \u7684\u957f\u5ea6\u518d\u51cf\u516d\u5341\u3002\u5b9e\u8dd1\u4e2d\uff0c\u5feb\u901f\u6a21\u578b\u7684\u9010\u4f4d\u8d28\u91cf\u76f4\u63a5\u5e73\u5747\u4e3a\u4e8c\u5341\u4e5d\u70b9\u516b\u516d\uff0c\u8f6c\u6362\u4e3a\u6982\u7387\u5e76\u5728\u5168\u957f\u6c42\u5e73\u5747\u5f97\u5230\u5341\u516d\u70b9\u96f6\u56db\uff0c\u6309\u5b98\u65b9\u89c4\u5219\u7565\u53bb\u5f00\u5934\u540e\u5f97\u5230\u5341\u516d\u70b9\u4e8c\u4e03\uff0c\u4e0e BAM \u6807\u7b7e\u4e00\u81f4\u3002\u9ad8\u51c6\u786e\u6a21\u578b\u7684\u4e09\u4e2a\u6570\u5b57\u5206\u522b\u4e3a\u56db\u5341\u4e00\u70b9\u4e00\u56db\u3001\u4e8c\u5341\u4e00\u70b9\u4e03\u4e8c\u548c\u4e8c\u5341\u4e8c\u70b9\u56db\u4e8c\u3002<a style=\"color:#205f78;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/software-docs.nanoporetech.com\/dorado\/latest\/basecaller\/qscore\/\">Dorado \u5bf9\u5e73\u5747\u8d28\u91cf\u7684\u5b9a\u4e49<\/a><\/p>\n<div class=\"guide-table\" style=\"max-width:100%;overflow-x:auto;margin:18px 0\">\n<table style=\"display:table;width:100%;max-width:100%;min-width:0;table-layout:fixed;border-collapse:collapse;font-size:.92em;line-height:1.6\">\n<thead>\n<tr>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#edf8ff;color:#1e293b;vertical-align:top;text-align:left;padding:6px;border:1px solid #c4cfdb\">\u540c\u4e00\u6761\u771f\u5b9e\u4fe1\u53f7<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#edf8ff;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">fast 5.2.0<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#edf8ff;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">hac 5.2.0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u8f93\u51fa\u78b1\u57fa\u6570<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">4856<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">5058<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">BAM \u6574\u6761\u8d28\u91cf <code style=\"white-space:normal;overflow-wrap:anywhere;word-break:break-word;font-size:.88em\">qs<\/code><\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">16.2727<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">22.4214<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u76f4\u63a5\u5e73\u5747\u5168\u90e8\u9010\u78b1\u57fa\u8d28\u91cf<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">29.8589<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">41.1394<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u6bd4\u5bf9\u533a\u5185\u66ff\u6362\u3001\u63d2\u5165\u78b1\u57fa\u3001\u5220\u9664\u78b1\u57fa<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">66\u300119\u300130<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">7\u30010\u30010<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u6bd4\u5bf9\u8d28\u91cf <code style=\"white-space:normal;overflow-wrap:anywhere;word-break:break-word;font-size:.88em\">MAPQ<\/code><\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">60<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">60<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<figure class=\"guide-figure\" style=\"margin:24px 0 28px\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2026\/11\/dorado-fast-hac-pod5-read-length-qscore-na24385-guide.png\" alt=\"\u540c\u4e00\u6761\u4fe1\u53f7\uff0c\u4e24\u79cd\u8bfb\u957f\u3002\u5728\u4e00\u6761\u771f\u5b9e NA24385 \u8bfb\u6bb5\u4e0a\u8fd0\u884c\u4e24\u79cd\u6a21\u578b\uff0c\u91cd\u65b0\u8ba1\u7b97\u6574\u6761\u8bfb\u6bb5\u7684\u8d28\u91cf\u3002\u5feb\u901f\u6a21\u578b\uff0c4856 \u4e2a\u78b1\u57fa\uff0c\u9010\u78b1\u57fa\u8d28\u91cf\u76f4\u63a5\u5e73\u5747\u4e3a 29.86\uff0c\u6309\u9519\u8bef\u6982\u7387\u91cd\u7b97\u5f97\u5230 16.27\u3002\u9ad8\u51c6\u786e\u6a21\u578b\uff0c5058 \u4e2a\u78b1\u57fa\uff0c\u9010\u78b1\u57fa\u8d28\u91cf\u76f4\u63a5\u5e73\u5747\u4e3a 41.14\uff0c\u6309\u9519\u8bef\u6982\u7387\u91cd\u7b97\u5f97\u5230 22.42\u3002\u540c\u4e00\u53c2\u8003\uff0c115 \u4e0e 7\uff0c\u4e24\u6b21\u7f16\u8f91\u8ddd\u79bb\u5206\u522b\u6838\u5bf9\u66ff\u6362\u548c\u63d2\u7f3a\uff0cMAPQ \u90fd\u662f 60\u3002\" width=\"1200\" height=\"840\" style=\"display:block;width:100%;height:auto;border-radius:10px\"><figcaption style=\"font-size:14px;line-height:1.6;margin:9px 2px 0;color:#475569\">\u5728\u4e00\u6761\u771f\u5b9e NA24385 \u8bfb\u6bb5\u4e0a\u8fd0\u884c\u4e24\u79cd\u6a21\u578b\uff0c\u91cd\u65b0\u8ba1\u7b97\u6574\u6761\u8bfb\u6bb5\u7684\u8d28\u91cf\u3002<\/figcaption><\/figure>\n<p>\u5bfc\u51fa\u8d28\u91cf\u65f6\u8fd8\u4f1a\u9047\u5230\u65b9\u5411\u95ee\u9898\u3002\u4ee5\u53cd\u5411\u94fe\u6bd4\u5230\u53c2\u8003\u7684\u8bfb\u6bb5\uff0c\u5728\u6bd4\u5bf9\u6587\u4ef6\u91cc\u7ed9\u51fa\u7684\u5e8f\u5217\u548c\u8d28\u91cf\u53ef\u80fd\u5df2\u7ecf\u968f\u6bd4\u5bf9\u65b9\u5411\u53cd\u8f6c\u3002\u7565\u53bb\u524d\u516d\u5341\u4e2a\u4f4d\u7f6e\u65f6\u5e94\u4ece\u6d4b\u5e8f\u539f\u65b9\u5411\u5f00\u59cb\u3002\u5728\u5b9e\u73b0\u65f6\u76f4\u63a5\u53d6\u6062\u590d\u539f\u65b9\u5411\u7684\u8d28\u91cf\u6570\u7ec4\uff0c\u518d\u53e6\u884c\u8bfb\u53d6\u53c2\u8003\u65b9\u5411\u7684\u6bd4\u5bf9\u5217\uff0c\u4fbf\u53ef\u4f7f\u4e24\u4e2a\u7edf\u8ba1\u5bf9\u5e94\u5404\u81ea\u7684\u5750\u6807\u7ea6\u5b9a\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u5b9e\u8dd1\u7ecf\u9a8c\uff5c\u628a\u8d28\u91cf\u4f30\u8ba1\u4e0e\u53c2\u8003\u6bd4\u5bf9\u5206\u5f00\u590d\u6838<\/h2>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-bash\">dorado basecaller models\/dna_r10.4.1_e8.2_400bps_fast@v5.2.0 chr1_MAT.pod5 --device cpu --no-trim --reference chr1_MAT_iupac.fasta &gt; fast.bam\r\ndorado basecaller models\/dna_r10.4.1_e8.2_400bps_hac@v5.2.0 chr1_MAT.pod5 --device cpu --no-trim --reference chr1_MAT_iupac.fasta &gt; hac.bam\r\nsamtools view fast.bam | cut -f1-6\r\nsamtools view hac.bam | cut -f1-6\r\n<\/code><\/pre>\n<p>\u5feb\u901f\u6a21\u578b\u8f93\u51fa\u4e2d\u6709\u4e94\u5341\u4e5d\u4e2a\u8f6f\u526a\u5207\u78b1\u57fa\uff0c\u53e6\u6709\u5341\u4e5d\u4e2a\u63d2\u5165\u78b1\u57fa\uff0c\u4f59\u4e0b\u56db\u5343\u4e03\u767e\u4e03\u5341\u516b\u4e2a\u78b1\u57fa\u4e0e\u5177\u4f53\u53c2\u8003\u5b57\u6bcd\u9010\u4f4d\u914d\u5bf9\uff0c\u5176\u4e2d\u516d\u5341\u516d\u5904\u4e0d\u540c\u3002\u7528\u516d\u5341\u516d\u4e2a\u66ff\u6362\u52a0\u5341\u4e5d\u4e2a\u63d2\u5165\u78b1\u57fa\u3001\u4e09\u5341\u4e2a\u5220\u9664\u78b1\u57fa\uff0c\u5f97\u5230\u7f16\u8f91\u8ddd\u79bb\u4e00\u767e\u4e00\u5341\u4e94\uff0c\u4e0e\u7ed3\u679c\u6807\u7b7e\u543b\u5408\u3002\u9ad8\u51c6\u786e\u6a21\u578b\u91cc\u4e94\u5341\u4e94\u4e2a\u78b1\u57fa\u8f6f\u526a\u5207\uff0c\u5176\u4f59\u4e94\u5343\u96f6\u4e09\u4e2a\u8fde\u7eed\u5bf9\u9f50\u5230\u53c2\u8003\uff0c\u6309\u540c\u6837\u7684\u65b9\u6cd5\u6570\u51fa\u4e03\u4e2a\u66ff\u6362\uff0c\u65e0\u63d2\u5165\u6216\u5220\u9664\u3002\u4e24\u4efd\u7ed3\u679c\u7684\u5bf9\u9f50\u78b1\u57fa\u5728\u8fd9\u6bb5\u53c2\u8003\u4e0a\u90fd\u672a\u5b9e\u9645\u9047\u5230\u7b80\u5e76\u5b57\u6bcd\u3002\u8fd9\u91cc\u6307\u7684\u662f\u540c\u4e00\u5206\u5b50\u7684\u4e24\u4efd\u6a21\u578b\u8f93\u51fa\uff0c\u53c2\u8003\u6bd4\u5bf9\u7ed9\u51fa\u53ef\u89c2\u5bdf\u7684\u5dee\u5f02\uff0c\u8eab\u4efd\u4e00\u81f4\u6216\u6bd4\u5bf9\u8d28\u91cf\u5f88\u9ad8\u90fd\u4e0d\u80fd\u4fdd\u8bc1\u6bcf\u4e2a\u78b1\u57fa\u6b63\u786e\u3002<\/p>\n<p>\u8fd9\u4e24\u6b21\u5b9e\u9645\u5bf9\u9f50\u7684\u96f6\u57fa\u53c2\u8003\u533a\u95f4\u5206\u522b\u4e3a 101 \u81f3 4909 \u548c 100 \u81f3 5103\uff0c\u8303\u56f4\u5e76\u4e0d\u5b8c\u5168\u76f8\u540c\u3002\u82e5\u8981\u6bd4\u8f83\u6a21\u578b\u5728\u540c\u4e00\u6bb5\u5e8f\u5217\u4e0a\u5bf9\u67d0\u7c7b\u78b1\u57fa\u7684\u8bc6\u522b\uff0c\u5e94\u5148\u6c42\u4e24\u6b21\u53c2\u8003\u533a\u95f4\u7684\u4ea4\u96c6\uff0c\u518d\u4ece\u6bd4\u5bf9\u8def\u5f84\u8fd8\u539f\u53c2\u8003\u5750\u6807\u548c\u67e5\u8be2\u78b1\u57fa\uff0c\u5206\u522b\u62a5\u544a\u66ff\u6362\u3001\u63d2\u5165\u3001\u5220\u9664\u4ee5\u53ca\u88ab\u526a\u6389\u7684\u7aef\u90e8\u3002\u771f\u5b9e\u7814\u7a76\u8fd8\u8981\u628a\u53ef\u80fd\u7684\u6837\u672c\u53d8\u5f02\u548c\u53c2\u8003\u672c\u8eab\u7684\u4e0d\u786e\u5b9a\u6027\u7b97\u8fdb\u53bb\u3002\u5355\u6761\u8bfb\u6bb5\u5c24\u5176\u4e0d\u80fd\u4f30\u8ba1\u6a21\u578b\u5728\u5168\u57fa\u56e0\u7ec4\u3001\u5176\u4ed6\u5316\u5b66\u7248\u672c\u3001\u4fee\u9970\u78b1\u57fa\u6216\u540c\u805a\u7269\u4e0a\u7684\u5e73\u5747\u6027\u80fd\u3002<\/p>\n<p>\u5b9e\u52a1\u4e0a\u53ef\u4ee5\u5148\u62bd\u53d6\u4e00\u6279\u56fa\u5b9a\u8bfb\u540d\uff0c\u4fdd\u5b58\u539f\u59cb\u4fe1\u53f7\u6821\u9a8c\u503c\u3001\u6d41\u52a8\u69fd\u4e0e\u5efa\u5e93\u4fe1\u606f\u3001\u6a21\u578b\u7684\u5b8c\u6574\u540d\u79f0\u548c\u7b5b\u9009\u9608\u503c\uff0c\u518d\u505a\u89c4\u6a21\u5316\u6bd4\u8f83\u3002\u6bd4\u5982\u4f7f\u7528\u8bfb\u6bb5\u8d28\u91cf\u4e8c\u5341\u4f5c\u4e3a\u67d0\u6b21\u9879\u76ee\u7684\u7b5b\u9009\u6761\u4ef6\uff0c\u8fd9\u6761\u8bfb\u6bb5\u4f1a\u88ab\u5feb\u901f\u6a21\u578b\u6392\u9664\u3001\u88ab\u9ad8\u51c6\u786e\u6a21\u578b\u4fdd\u7559\u3002\u82e5\u53ea\u7edf\u8ba1\u8fc7\u7ebf\u540e\u8bfb\u6bb5\u7684\u5e73\u5747\u957f\u5ea6\uff0c\u6a21\u578b\u8fd8\u4f1a\u901a\u8fc7\u6539\u53d8\u5165\u9009\u8bfb\u6bb5\u96c6\u5408\u5f71\u54cd\u89c2\u5bdf\u7ed3\u679c\u3002\u628a\u5168\u90e8\u539f\u59cb\u8bfb\u540d\u4e0e\u4e24\u79cd\u6a21\u578b\u5404\u81ea\u7684\u4fdd\u7559\u6e05\u5355\u5e76\u5217\u5bfc\u51fa\uff0c\u5c31\u80fd\u533a\u5206\u4e00\u6761\u5206\u5b50\u672c\u8eab\u88ab\u8bc6\u522b\u5f97\u66f4\u957f\uff0c\u4ee5\u53ca\u6574\u6279\u6570\u636e\u56e0\u6362\u4e86\u5206\u6bcd\u663e\u5f97\u66f4\u957f\u8fd9\u4e24\u4ef6\u4e8b\u3002<\/p>\n<p 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