{"id":24,"date":"2024-07-09T09:23:45","date_gmt":"2024-07-09T01:23:45","guid":{"rendered":"http:\/\/47.107.115.238\/?p=24"},"modified":"2024-09-02T16:03:15","modified_gmt":"2024-09-02T08:03:15","slug":"plus%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/lxylp.com\/?p=24","title":{"rendered":"PLUS\u6a21\u578b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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href=\"https:\/\/lxylp.com\/?p=24\/#%E6%A8%A1%E5%9E%8B%E4%BB%8B%E7%BB%8D%E5%92%8C%E5%88%9D%E6%AD%A5%E8%AE%A4%E8%AF%86\" title=\"\u6a21\u578b\u4ecb\u7ecd\u548c\u521d\u6b65\u8ba4\u8bc6\">\u6a21\u578b\u4ecb\u7ecd\u548c\u521d\u6b65\u8ba4\u8bc6<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/lxylp.com\/?p=24\/#%E7%94%A8%E5%9C%B0%E6%89%A9%E5%BC%A0%E5%88%86%E6%9E%90%E7%AD%96%E7%95%A5%EF%BC%88Land_Expansion_Analysis_Strategy_LEAS%EF%BC%89\" title=\"\u7528\u5730\u6269\u5f20\u5206\u6790\u7b56\u7565\uff08Land Expansion Analysis Strategy, LEAS\uff09\">\u7528\u5730\u6269\u5f20\u5206\u6790\u7b56\u7565\uff08Land Expansion Analysis Strategy, LEAS\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/lxylp.com\/?p=24\/#%E5%9F%BA%E4%BA%8E%E5%A4%9A%E7%B1%BB%E9%9A%8F%E6%9C%BA%E6%96%91%E5%9D%97%E7%A7%8D%E5%AD%90%E7%9A%84_CA_%E6%A8%A1%E5%9E%8B%EF%BC%88CA_based_on_Multiple_Random_Seeds_CARS%EF%BC%89\" title=\"\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\uff08CA based on Multiple Random Seeds, CARS\uff09\">\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\uff08CA based on Multiple Random Seeds, CARS\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/lxylp.com\/?p=24\/#%E6%A8%A1%E5%9E%8B%E8%BF%90%E8%A1%8C%E7%9A%84%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87%E4%BB%A5%E5%8F%8A%E5%8F%82%E6%95%B0%E8%AE%BE%E7%BD%AE\" title=\"\u6a21\u578b\u8fd0\u884c\u7684\u6570\u636e\u51c6\u5907\u4ee5\u53ca\u53c2\u6570\u8bbe\u7f6e\">\u6a21\u578b\u8fd0\u884c\u7684\u6570\u636e\u51c6\u5907\u4ee5\u53ca\u53c2\u6570\u8bbe\u7f6e<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/lxylp.com\/?p=24\/#%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87\" title=\"\u6570\u636e\u51c6\u5907\">\u6570\u636e\u51c6\u5907<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/lxylp.com\/?p=24\/#%E4%B8%BA%E5%9F%BA%E4%BA%8E%E5%A4%9A%E7%B1%BB%E9%9A%8F%E6%9C%BA%E6%96%91%E5%9D%97%E7%A7%8D%E5%AD%90%E7%9A%84_CA_%E6%A8%A1%E5%9E%8B%E5%87%86%E5%A4%87%E6%95%B0%E6%8D%AE\" title=\"\u4e3a\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\u51c6\u5907\u6570\u636e\">\u4e3a\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\u51c6\u5907\u6570\u636e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/lxylp.com\/?p=24\/#%E8%BF%90%E8%A1%8CCARS%E6%A8%A1%E5%9D%97\" title=\"\u8fd0\u884cCARS\u6a21\u5757\">\u8fd0\u884cCARS\u6a21\u5757<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/lxylp.com\/?p=24\/#%E4%B8%89%E5%A4%A7%E5%8F%82%E6%95%B0%E7%9A%84%E7%A1%AE%E5%AE%9A\" title=\"\u4e09\u5927\u53c2\u6570\u7684\u786e\u5b9a\">\u4e09\u5927\u53c2\u6570\u7684\u786e\u5b9a<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\r\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E4%BB%8B%E7%BB%8D%E5%92%8C%E5%88%9D%E6%AD%A5%E8%AE%A4%E8%AF%86\"><\/span><strong>\u6a21\u578b\u4ecb\u7ecd\u548c\u521d\u6b65\u8ba4\u8bc6<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\r\n\r\n\r\n\r\n<p>PLUS\u6a21\u578b,(Patch-generating Land Use Simulation, PLUS)[1]\u662f\u7531\u4e2d\u56fd\u5730\u8d28\u5927\u5b66\uff08\u6b66\u6c49\uff09\u5730\u7406\u4e0e\u4fe1\u606f\u5de5\u7a0b\u5b66\u9662&amp;\u56fd\u5bb6GIS\u5de5\u7a0b\u6280\u672f\u7814\u7a76\u4e2d\u5fc3\u7684\u9ad8\u6027\u80fd\u7a7a\u95f4\u8ba1\u7b97\u667a\u80fd\u5b9e\u9a8c\u5ba4(HPSCIL)\u6240\u5f00\u53d1\u7684\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u00a0 \u6591\u5757\u751f\u6210\u571f\u5730\u5229\u7528\u53d8\u5316\u6a21\u62df\u6a21\u578b(Patch-generating Land Use Simulation, PLUS)\u6838\u5fc3\u5305\u62ec\u4e24\u4e2a\u6a21\u5757\uff0c\u7528\u5730\u6269\u5f20\u5206\u6790\u7b56\u7565\uff08Land Expansion Analysis Strategy, LEAS\uff09\u548c\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\uff08CA based on Multiple Random Seeds, CARS\uff09\u3002PLUS \u6a21\u578b\u5728\u8fd0\u7b97\u65f6\uff0c\u9996\u5148\u63d0\u53d6\u4e24\u671f\u571f\u5730\u5229\u7528\u4e2d\u53d1\u751f\u7528\u5730\u7c7b\u578b\u8f6c\u53d8\u7684\u533a\u57df\uff0c\u57fa\u4e8e\u968f\u673a\u68ee\u6797\u7b97\u6cd5\uff08Random Forest Classification\uff0cRFC\uff09\u9488\u5bf9\u65b0\u589e\u52a0\u7684\u90e8\u5206 \u6316\u6398\u51fa\u4e0d\u540c\u9a71\u52a8\u56e0\u5b50\u5bf9\u4e8e\u5176\u5f71\u54cd\u7684\u6743\u91cd\uff0c\u7ee7\u800c\u751f\u6210\u6bcf\u79cd\u5730\u7c7b\u7684\u53d1\u5c55\u6982\u7387\uff1b\u7136\u540e\u57fa \u4e8e\u53d1\u5c55\u6982\u7387\u60c5\u51b5\uff0c\u5c06 CA \u4e0e\u6591\u5757\u751f\u6210\u6a21\u62df\u7b56\u7565\u76f8\u7ed3\u5408\uff0c\u6765\u6a21\u62df\u672a\u6765\u571f\u5730\u5229\u7528\u60c5\u51b5\u3002<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%A8%E5%9C%B0%E6%89%A9%E5%BC%A0%E5%88%86%E6%9E%90%E7%AD%96%E7%95%A5%EF%BC%88Land_Expansion_Analysis_Strategy_LEAS%EF%BC%89\"><\/span><strong>\u7528\u5730\u6269\u5f20\u5206\u6790\u7b56\u7565\uff08Land Expansion Analysis Strategy, LEAS\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>\u8fd9\u4e2a\u90e8\u5206\u5c31\u662f\u8be5\u7b56\u7565\u63d0\u53d6\u4e24\u671f\u571f\u5730\u5229\u7528\u53d8\u5316\u95f4\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u90e8\u5206\u3002\u5e76\u4ece\u589e\u52a0\u90e8\u5206\u4e2d\u91c7\u6837\uff0c\u91c7\u7528\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u9010\u4e00\u5bf9\u5404\u7c7b\u571f\u5730\u5229\u7528\u6269\u5f20\u548c\u9a71\u52a8\u529b\u7684\u56e0\u7d20\u8fdb\u884c\u6316\u6398\u3002\u83b7\u53d6\u5404\u7c7b\u7528\u5730\u7684\u53d1\u5c55\u6982\u7387\uff0c\u53ca\u9a71\u52a8\u56e0\u7d20\u5bf9\u8be5\u65f6\u6bb5\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u8d21\u732e\u3002<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E4%BA%8E%E5%A4%9A%E7%B1%BB%E9%9A%8F%E6%9C%BA%E6%96%91%E5%9D%97%E7%A7%8D%E5%AD%90%E7%9A%84_CA_%E6%A8%A1%E5%9E%8B%EF%BC%88CA_based_on_Multiple_Random_Seeds_CARS%EF%BC%89\"><\/span><strong>\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\uff08CA based on Multiple Random Seeds, CARS\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>\u8fd9\u4e2a\u90e8\u5206\u5c31\u662f\u8be5\u7b56\u7565\u63d0\u53d6\u4e24\u671f\u571f\u5730\u5229\u7528\u53d8\u5316\u95f4\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u90e8\u5206\u3002\u5e76\u4ece\u589e\u52a0\u90e8\u5206\u4e2d\u91c7\u6837\uff0c\u91c7\u7528\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u9010\u4e00\u5bf9\u5404\u7c7b\u571f\u5730\u5229\u7528\u6269\u5f20\u548c\u9a71\u52a8\u529b\u7684\u56e0\u7d20\u8fdb\u884c\u6316\u6398\u3002\u83b7\u53d6\u5404\u7c7b\u7528\u5730\u7684\u53d1\u5c55\u6982\u7387\uff0c\u53ca\u9a71\u52a8\u56e0\u7d20\u5bf9\u8be5\u65f6\u6bb5\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u8d21\u732e\u3002<img decoding=\"async\" class=\"wp-image-83\" src=\"http:\/\/152.136.140.85\/addison\/wp-content\/uploads\/2024\/07\/image-29.png\" alt=\"\" \/><\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>\u4ee5\u4e0a\u5c31\u662fPLUS\u6a21\u578b\u7684\u4e3b\u8981\u5185\u5bb9\uff0c\u90a3\u4e48\u8fd0\u884cPLUS\u6a21\u578b\u9700\u8981\u54ea\u4e9b\u90e8\u5206\u5462\uff1f<\/p>\r\n\r\n\r\n\r\n<p><strong>(1)\u00a0<\/strong>\u571f\u5730\u5229\u7528\u6570\u91cf\u9884\u6d4b\uff08PLUS\u6a21\u578b\u4e2d\u96c6\u6210\u4e86Markov chain\uff09<\/p>\r\n\r\n\r\n\r\n<p><strong>(2)<\/strong>\u00a0\u5229\u7528PLUS\u6a21\u578b\u63d0\u53d6\u4e24\u671f\u571f\u5730\u5229\u7528\u53d8\u5316\u95f4\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u90e8\u5206\uff0c\u91c7\u7528\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u9010\u4e00\u5bf9\u5404\u7c7b\u571f\u5730\u5229\u7528\u6269\u5f20\u548c\u9a71\u52a8\u529b\u7684\u56e0\u7d20\u8fdb\u884c\u6316\u6398\u3002\u83b7\u53d6\u5404\u7c7b\u7528\u5730\u7684\u53d1\u5c55\u6982\u7387\uff0c\u53ca\u9a71\u52a8\u56e0\u7d20\u5bf9\u8be5\u65f6\u6bb5\u5404\u7c7b\u7528\u5730\u6269\u5f20\u7684\u8d21\u732e\u3002\uff08PLUS\u6a21\u578b\u4e2d\u7684\u7528\u5730\u6269\u5f20\u5206\u6790\u7b56\u7565\uff08LEAS\uff09\u90e8\u5206\uff09<\/p>\r\n\r\n\r\n\r\n<p><strong>(3)<\/strong>\u00a0\u5c06\u9884\u6d4b\u597d\u7684\u571f\u5730\u6570\u91cf\u3001\u5404\u7c7b\u7528\u5730\u7684\u53d1\u5c55\u6982\u7387\u3001\u9886\u57df\u6743\u91cd\u3001\u8f6c\u79fb\u77e9\u9635\u7b49\u7b49\u8fdb\u884c\u8bbe\u5b9a\uff0c\u8fd0\u884c\u6a21\u578b\u5c31\u597d\u4e86\u3002<\/p>\r\n\r\n\r\n\r\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E8%BF%90%E8%A1%8C%E7%9A%84%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87%E4%BB%A5%E5%8F%8A%E5%8F%82%E6%95%B0%E8%AE%BE%E7%BD%AE\"><\/span><strong>\u6a21\u578b\u8fd0\u884c\u7684\u6570\u636e\u51c6\u5907\u4ee5\u53ca\u53c2\u6570\u8bbe\u7f6e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87\"><\/span><strong>\u6570\u636e\u51c6\u5907<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>\u60f3\u8981\u6a21\u62df\u672a\u6765\u571f\u5730\u5229\u7528\u6570\u636e\uff0c\u9700\u8981\u4e00\u4e9b\u6570\u636e\uff0c\u4e3b\u8981\u5305\u62ec\uff1a2\u671f\u571f\u5730\u5229\u7528\u6570\u636e\uff083\u671f\u4e5f\u884c\uff09\uff0c\u4f17\u591a\u4f60\u6311\u9009\u7684\u9a71\u52a8\u56e0\u7d20\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u90fd\u6709\u4e00\u5b9a\u7684\u8981\u6c42\uff1a<\/p>\r\n\r\n\r\n\r\n<p>(1) \u6240\u6709\u6570\u636e\u5fc5\u987b\u662ftif\u683c\u5f0f\u6570\u636e\uff0c\u4e14\u5fc5\u987b\u6295\u5f71\u5750\u6807\u7cfb\u4e00\u81f4\uff1b<\/p>\r\n\r\n\r\n\r\n<p>(2) \u571f\u5730\u5229\u7528\u6570\u636e\u5fc5\u987b\u884c\u5217\u53f7\u4e00\u81f4\uff01\uff01\u9a71\u52a8\u56e0\u7d20\u6700\u597d\u4e5f\u7edf\u4e00\uff09\uff1b<\/p>\r\n\r\n\r\n\r\n<p>(3) \u571f\u5730\u5229\u7528\u6570\u636e\u636e\u5206\u7c7b\u7f16\u53f7\u5fc5\u987b\u4ece1\u5f00\u59cb\uff1b<\/p>\r\n\r\n\r\n\r\n<p>(4) \u6240\u6709\u6587\u4ef6\u5939\u548c\u6570\u636e\u547d\u540d\u683c\u5f0f\u9700\u8981\u4e3a\u5b57\u6bcd\u5f00\u5934\uff0c\u4e0d\u80fd\u4ee5\u4e2d\u6587\u6216\u6570\u5b57\u5f00\u5934\uff1b<\/p>\r\n\r\n\r\n\r\n<p>(5) \u6a21\u578b\u5b89\u88c5\u5305\u548c\u76f8\u5173\u6570\u636e\u5fc5\u987b\u662f\u5168\u82f1\u6587\u8def\u5f84\u3002<\/p>\r\n\r\n\r\n\r\n<p><strong>\u8fd9\u4e00\u6b65\u7684\u601d\u8003<\/strong><\/p>\r\n\r\n\r\n\r\n<p><strong>\u2460 \u9a71\u52a8\u56e0\u7d20\u662f\u8d8a\u591a\u8d8a\u597d\u5417\uff1f\u662f\u5426\u5b58\u5728\u591a\u91cd\u5171\u7ebf\u6027\u95ee\u9898\uff1f<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u9a71\u52a8\u56e0\u7d20\u5e94\u8be5\u5e76\u4e0d\u662f\u8d8a\u591a\u8d8a\u597d\uff0c\u5408\u9002\u7684\u624d\u662f\u6700\u597d\u7684\u3002\u4f46\u662f\u4f7f\u7528\u4e86\u968f\u673a\u68ee\u6797\u6a21\u578b\u7b97\u6cd5\u7684\u8bdd\uff0c\u9a71\u52a8\u56e0\u7d20\u591a\u653e\u4e00\u4e9b\u4e5f\u6ca1\u6709\u5173\u7cfb\uff0c\u56e0\u4e3a\u968f\u673a\u68ee\u6797\u6a21\u578b\u53ef\u4ee5\u5f88\u597d\u7684\u5904\u7406\u56e0\u5b50\u95f4\u7a7a\u95f4\u81ea\u76f8\u5173\u548c\u591a\u91cd\u5171\u7ebf\u6027\u3002<\/p>\r\n\r\n\r\n\r\n<p><strong>\u2461 \u9a71\u52a8\u56e0\u7d20\u662f\u5426\u5e94\u8be5\u5f52\u4e00\u5316\u5904\u7406\uff1f<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u4e0d\u9700\u8981\uff0c\u56e0\u4e3aPLUS\u6a21\u578b\u81ea\u52a8\u5f52\u4e00\u5316<\/p>\r\n\r\n\r\n\r\n<p><strong>\u2462 \u662f\u5426\u6709\u5224\u65ad\u9a71\u52a8\u56e0\u7d20\u7ec4\u5408\u6700\u4f73\u7684\u65b9\u6cd5\uff1f<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u6a21\u62df\u51fa\u7684\u7ed3\u679c\u7cbe\u5ea6\u8d8a\u9ad8\uff0c\u8bf4\u660e\u7ec4\u5408\u8d8a\u5408\u7406\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5728TerrSet\uff08\u4e5f\u5c31\u662fIDRISI Selval\uff09\u7684CA-Markov\u6a21\u578b\u4e2d\uff0c\u786e\u5b9e\u6709\u5224\u65ad\u9a71\u52a8\u56e0\u7d20\u89e3\u91ca\u529b\u7684\u65b9\u5f0f\uff0c\u514b\u83b1\u9ed8V\u503c\u3002\u5728\u6b27\u5b9a\u534e\u8001\u5e08\uff082020\uff09\u7684\u300a\u666f\u89c2\u751f\u6001\u5b89\u5168\u683c\u5c40\u89c4\u5212\u7406\u8bba\u3001\u65b9\u6cd5\u4e0e\u5e94\u7528\u300b\u7684\u6848\u4f8b\u7814\u7a76\u4e2d\u8868\u660e\uff1a\u666f\u89c2\u683c\u5c40\u53d8\u5316\u6f5c\u529b\u6a21\u62df\u5e73\u5747\u51c6\u786e\u7387\u5f00\u59cb\u968f\u7ec4\u5408\u9a71\u52a8\u56e0\u5b50\u7684\u4e2a\u6570\u589e\u591a\u800c\u589e\u52a0\uff0c\u5f53\u7ec4\u5408\u9a71\u52a8\u56e0\u5b50\u4e2a\u6570\u8fbe\u5230\u4e00\u5b9a\u6570\u91cf\u65f6\uff0c\u6a21\u62df\u51c6\u786e\u7387\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u7ec4\u5408\u9a71\u52a8\u56e0\u5b50\u4e2a\u6570\u8d8a\u591a\uff0c\u5176\u6a21\u62df\u51c6\u786e\u6027\u4e0d\u4e00\u5b9a\u66f4\u9ad8\u3002\u56e0\u6b64\uff0c\u6b27\u5b9a\u534e\u8001\u5e08\u9009\u62e9\u9a71\u52a8\u56e0\u7d20\u89e3\u91ca\u529b\u9ad8\u7684\u56e0\u5b50\u8fdb\u884c\u4e0d\u65ad\u7ec4\u5408\uff0c\u5229\u7528MLP-ANN\u5bf9\u51c6\u786e\u7387\u8fdb\u884c\u6d4b\u8bd5\uff0c\u6700\u7ec8\u9009\u62e9\u6700\u4f73\u7ec4\u5408\u3002<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%BA%E5%9F%BA%E4%BA%8E%E5%A4%9A%E7%B1%BB%E9%9A%8F%E6%9C%BA%E6%96%91%E5%9D%97%E7%A7%8D%E5%AD%90%E7%9A%84_CA_%E6%A8%A1%E5%9E%8B%E5%87%86%E5%A4%87%E6%95%B0%E6%8D%AE\"><\/span><strong>\u4e3a\u57fa\u4e8e\u591a\u7c7b\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684 CA \u6a21\u578b\u51c6\u5907\u6570\u636e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p><strong>\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u9884\u6d4b\u672a\u6765\u571f\u5730\u9700\u6c42<\/strong><\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p><strong>\u8fd9\u4e00\u6b65\u7684\u601d\u8003<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u5229\u7528CA\u8fdb\u884c\u571f\u5730\u5229\u7528\u53d8\u5316\u7a7a\u95f4\u6a21\u62df\u7684\u65f6\u5019\uff0c\u5f80\u5f80\u9700\u8981\u5148\u9884\u6d4b\u533a\u57df\u571f\u5730\u5229\u7528\u53d8\u5316\u603b\u9700\u6c42\u91cf\u548c\u571f\u5730\u5229\u7528\u7ed3\u6784\uff08\u8fd9\u4e2a\u8fc7\u7a0b\u88ab\u79f0\u4e3a\u201c\u81ea\u9876\u5411\u4e0b\u201d\uff09\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u6211\u559c\u6b22\u79f0\u4e3a\u6570\u91cf\u9884\u6d4b\uff0c\u4e3a\u4ec0\u4e48\u9700\u8981\u6570\u91cf\u9884\u6d4b\u5462\uff1f\u6bd4\u5982\u6211\u60f3\u6a21\u62df\u4e00\u4e0b2030\u5e74\u7684\u571f\u5730\u5229\u7528\u683c\u5c40\uff0c\u90fd\u662f\u653e\u5728\u8f6f\u4ef6\u91cc\u8dd1\uff0c\u8f6f\u4ef6\u600e\u4e48\u77e5\u9053\u8fd0\u884c\u5230\u4ec0\u4e48\u65f6\u5019\u5e94\u8be5\u505c\u4e0b\u6765\uff0c\u5176\u5b9e\u5c31\u662f\u4f9d\u636e\u4f60\u5728\u8f6f\u4ef6\u4e2d\u6240\u8f93\u5165\u7684\u672a\u6765\u7684\u571f\u5730\u5229\u7528\u6570\u91cf\uff0c\u5f53\u6a21\u578b\u8f6f\u4ef6\u8fbe\u5230\u672a\u6765\u6570\u91cf\u7684\u65f6\u5019\uff0c\u8f6f\u4ef6\u5c31\u505c\u4e86\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u9884\u6d4b\u533a\u57df\u571f\u5730\u5229\u7528\u53d8\u5316\u603b\u9700\u6c42\u91cf\u548c\u571f\u5730\u5229\u7528\u7ed3\u6784\u53ef\u4ee5\u4f5c\u4e3aCA\u6a21\u578b\u7ea6\u675f\u6216\u8005\u6a21\u578b\u8fd0\u884c\u7ec8\u6b62\u7684\u5173\u952e\u6761\u4ef6\u3002\u5176\u4f5c\u7528\u5c31\u662f\u4f7f\u5f97CA\u7684\u533a\u57df\u6a21\u62df\u80fd\u6ee1\u8db3\u793e\u4f1a\u7ecf\u6d4e\u548c\u4eba\u53e3\u53d1\u5c55\u7684\u5b8f\u89c2\u89c4\u5f8b\uff0c\u8fd9\u5c31\u662f\u201c\u81ea\u9876\u5411\u4e0b\u201d\u7684\u533a\u57df\u7ea6\u675f\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u8fd9\u4e2a\u6570\u91cf\u9884\u6d4b\u7684\u8fc7\u7a0b\u53ef\u4ee5\u901a\u8fc7\u9a6c\u5c14\u79d1\u592b\u94fe\uff08Markov chain\uff09\u65b9\u6cd5\u3001\u7cfb\u7edf\u52a8\u529b\u5b66\uff08system dynamics\uff09\u65b9\u6cd5\u3001\u7ebf\u6027\u89c4\u5212\uff08Linearprogramming\uff09\u65b9\u6cd5\u7b49\u7b49\u7b49\u7b49\uff0c\u603b\u4e4b\u975e\u5e38\u591a\uff0c\u4e0d\u540c\u65b9\u6cd5\u6709\u4e0d\u540c\u65b9\u6cd5\u7684\u4f18\u52bf\u548c\u52a3\u52bf\uff0c\u4f46\u662f\u8fd9\u4e9b\u65b9\u6cd5\u6709\u7684\u53ef\u4ee5\u79f0\u4e3a\u571f\u5730\u5229\u7528\u9884\u6d4b\uff0c\u6709\u7684\u53ef\u4ee5\u79f0\u4e3a\u571f\u5730\u5229\u7528\u4f18\u5316\uff0c\u9884\u6d4b\u548c\u4f18\u5316\u7684\u533a\u522b\u5728\u54ea\u513f\u5462\uff1f\u9884\u6d4b\u4e00\u822c\u662f\u57fa\u4e8e\u8fc7\u53bb\u8d8b\u52bf\u548c\u683c\u5c40\u5916\u63a8\u83b7\u53d6\u672a\u6765\u7684\u571f\u5730\u6570\u91cf\uff0c\u4f18\u5316\u4e00\u822c\u662f\uff0c\u5728\u4e00\u5b9a\u7ea6\u675f\u6761\u4ef6\u4e0b\uff0c\u628a\u571f\u5730\u8d44\u6e90\u914d\u7f6e\u7ed9\u6548\u76ca\u8f83\u9ad8\u7684\u7528\u5730\u90e8\u95e8\uff0c\u4ee5\u63d0\u9ad8\u571f\u5730\u5229\u7528\u7684\u603b\u4f53\u6548\u76ca\uff0c\u9700\u8981\u6709\u786e\u5b9a\u4f18\u5316\u76ee\u6807\u548c\u4f18\u5316\u6a21\u578b\u3002\u597d\u7684\uff0c\u533a\u522b\u4e00\u5f20\u8868\u8fdb\u884c\u89e3\u91ca\uff1a<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>\u5f53\u7136\u4f60\u6570\u91cf\u9884\u6d4b\u51fa\u6765\u4e86\u5176\u5b9e\u8fd8\u4e0d\u591f\uff0c\u4f60\u5f97\u77e5\u9053\u7a7a\u95f4\u5206\u5e03\u5728\u54ea\u513f\uff0c\u8fd9\u5c31\u662f\u9700\u8981CA\u6a21\u578b\u7684\u8fd0\u884c\uff0c\u8fd9\u5f97\u53d6\u51b3\u4e8eCA\u7684\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u7684\u6838\u5fc3\u6a21\u578b\uff0cCA\u6709\u56db\u4e2a\u57fa\u672c\u8981\u7d20\uff1a\u5143\u80de\u3001\u72b6\u6001\u3001\u9886\u57df\u548c\u8f6c\u6362\u89c4\u5219\uff0c\u6700\u6838\u5fc3\u7684\u90e8\u5206\u5c31\u662f\u5b9a\u4e49\u8f6c\u6362\u89c4\u5219\uff0c\u5373\u571f\u5730\u53d1\u5c55\u7684\u603b\u6982\u7387\uff08\u603b\u6982\u7387\u5305\u62ec\uff1a\u5404\u7c7b\u7528\u5730\u7684\u53d1\u5c55\u6982\u7387\u3001\u9886\u57df\u6982\u7387\u3001\u9886\u57df\u6743\u91cd\u3001\u81ea\u9002\u5e94\u60ef\u6027\u3001\u8f6c\u79fb\u77e9\u9635\u3002\u8fd9\u4ee5FLUS\u6a21\u578b\u4e3a\u4f8b\uff0cPLUS\u6a21\u578b\u4e5f\u5dee\u4e0d\u591a\uff09\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u603b\u6982\u7387\u6700\u9ad8\u7684\u4e3b\u5bfc\u571f\u5730\u5229\u7528\u7c7b\u578b\u4f1a\u88ab\u6805\u683c\u5355\u5143\u4f18\u5148\u5206\u914d\uff0c\u7136\u540e\u4e0d\u540c\u571f\u5730\u5229\u7528\u7c7b\u578b\u5728\u6570\u91cf\u7684\u7ea6\u675f\u4e0b\uff0c\u5206\u914d\u5728\u5176\u603b\u6982\u7387\u9ad8\u7684\u7a7a\u95f4\u4f4d\u7f6e\u4e0a\u3002<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BF%90%E8%A1%8CCARS%E6%A8%A1%E5%9D%97\"><\/span><strong>\u8fd0\u884cCARS\u6a21\u5757<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>\u8981\u8fd0\u884c\u8fd9\u4e2a\u6a21\u5757\uff0c\u5c31\u5fc5\u987b\u5145\u5206\u4e86\u89e3\u9875\u9762\u4e2d\u7684\u5404\u7c7b\u53c2\u6570\u7684\u542b\u4e49\uff0c\u4ee5\u53ca\u5982\u4f55\u8bbe\u7f6e\u79d1\u5b66\u7684\u53c2\u6570\u8fbe\u5230\u6700\u4f73\u7684\u7ed3\u679c\u3002<\/p>\r\n\r\n\r\n\r\n<p>1\u3001Neighborhood Size\uff1a\u90bb\u57df\u8303\u56f4\uff0c\u9ed8\u8ba4\u4e3a3\uff08\u8fd9\u4e2a\u548c\u9886\u57df\u6743\u91cd\u6709\u5173\uff09<\/p>\r\n\r\n\r\n\r\n<p>2\u3001Thread\uff1a\u5e76\u884c\u7ebf\u7a0b\u6570\u91cf\uff0c\u63d0\u9ad8\u8fd0\u884c\u901f\u5ea6\uff0c\u6b64\u5904\u8bbe\u7f6e\u4e3a6\uff08\u503c\u8d8a\u9ad8\uff0c\u53ea\u8981\u7535\u8111\u591f\u597d\uff0c\u901f\u5ea6\u5c31\u591f\u5feb\uff09<\/p>\r\n\r\n\r\n\r\n<p>3\u3001Patch generation threshold: \u9012\u51cf\u9608\u503c\u7684\u8870\u51cf\u7cfb\u6570\uff0c\u8303\u56f40~1\uff0c\u503c\u8d8a\u9ad8\u8868\u793a\u7528\u5730\u7c7b\u578b\u8d8a\u4e0d\u5bb9\u6613\u53d1\u751f\u8f6c\u6362\uff08\u6211\u4eec\u6b64\u5904\u8bbe\u7f6e\u4e3a0.9\uff0c\u5148\u8bbe\u7f6e\u9ad8\u70b9\u513f\uff09<\/p>\r\n\r\n\r\n\r\n<p>4\u3001Expansion coefficient: \u6269\u6563\u7cfb\u6570\uff0c\u968f\u673a\u6591\u5757\u79cd\u5b50\u7684\u6982\u7387\uff0c\u8303\u56f40~1\uff0c\u503c\u8d8a\u9ad8\u8868\u793a\u8d8a\u5bb9\u6613\u4ea7\u751f\u65b0\u7684\u6591\u5757\uff0c\uff08\u6309\u9ed8\u8ba4\u8bbe\u7f6e\uff0c\u4e4b\u540e\u518d\u4f9d\u636e\u5b9e\u9645\u60c5\u51b5\u8fdb\u884c\u8c03\u6574\uff09<\/p>\r\n\r\n\r\n\r\n<p>5\u3001Percentage of seed\uff1a\u968f\u673a\u79cd\u5b50\u6700\u5927\u6bd4\u4f8b\uff0c\u8303\u56f40~1\uff0c\u503c\u8d8a\u5c0f\u8d8a\u7d27\u51d1\uff0c\u53cd\u4e4b\u5219\u8d8a\u5206\u6563\uff08\u6309\u9ed8\u8ba4\u8bbe\u7f6e\uff0c\u4e4b\u540e\u518d\u4f9d\u636e\u5b9e\u9645\u60c5\u51b5\u8fdb\u884c\u8c03\u6574\uff09<\/p>\r\n\r\n\r\n\r\n<p>6\u3001Devlopment zone\uff1a\u8bbe\u7f6e\u89c4\u5212\u5f00\u53d1\u533a\uff08\u4e0d\u6d89\u53ca\uff09<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E5%A4%A7%E5%8F%82%E6%95%B0%E7%9A%84%E7%A1%AE%E5%AE%9A\"><\/span><strong>\u4e09\u5927\u53c2\u6570\u7684\u786e\u5b9a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p><strong>\u2460\u00a0Land Demands\u571f\u5730\u9700\u6c42\u8f93\u5165<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u8fd9\u91cc\u4f7f\u7528\u9a6c\u5c14\u53ef\u592b\u94fe\u7684\u9884\u6d4b\u7ed3\u679c\uff0c\u5c06\u5176\u8f93\u5165\u3002<\/p>\r\n\r\n\r\n\r\n<p><strong>\u2461Transtion Matrix\u8f6c\u79fb\u77e9\u9635\u8bbe\u7f6e<\/strong><\/p>\r\n\r\n\r\n\r\n<p>0\u8868\u793a\u4e0d\u5141\u8bb8\u8f6c\u6362\uff0c1\u8868\u793a\u5141\u8bb8\u8f6c\u6362\u3002\u6bd4\u59822020\u5e74\u8015\u5730\u80fd\u5426\u53d8\u4e3a2030\u5e74\u57ce\u9547\u7528\u5730\u3002\u4e00\u822c\u6839\u636e\u7ecf\u9a8c\u6765\u586b\u5199\uff0c\u6bd4\u5982\uff1a\u8015\u5730\u5e38\u5e38\u4f1a\u53d8\u4e3a\u57ce\u9547\u7528\u5730\uff0c\u800c\u57ce\u9547\u7528\u5730\u5f88\u96be\u53d8\u4e3a\u5176\u4ed6\u571f\u5730\u7b49\u7b49\u3002\u6211\u4eec\u5c06\u8be5\u77e9\u9635\u8bbe\u7f6e\u4e3a<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p><strong>\u2462Neighborhood Weights\u9886\u57df\u6743\u91cd\u8bbe\u7f6e<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u65b9\u6cd5\u4e00\uff1a\u7ecf\u9a8c\u8bbe\u7f6e<\/p>\r\n\r\n\r\n\r\n<p>\u901a\u8fc7\u53c2\u8003\u6587\u732e\uff0c\u81ea\u5df1\u7684\u7406\u89e3\u4ee5\u53ca\u81ea\u5df1\u4e0d\u65ad\u8bd5\u9a8c\uff08\u54ea\u4e2a\u7cbe\u5ea6\u9ad8\u7528\u54ea\u4e2a\uff09\uff0c\u7136\u540e\u4e3b\u89c2\u8d4b\u503c0.01(\u53c2\u6570\u8303\u56f4 0~1\uff0c\u8d8a\u63a5\u8fd11\u8868\u793a\u8d8a\u5bb9\u6613\u4ea7\u751f\u65b0\u7684\u6591\u5757)\uff0c\u8015\u5730\u3001\u6797\u5730\u3001\u8349\u5730\u3001\u704c\u6728\u5730\u3001\u6c34\u57df\u53ca\u4eba\u9020\u5730\u8868\u90bb\u57df\u56e0\u5b50\u53c2\u6570\u8bbe\u5b9a\u4e3a 0.7\u30010.4\u30010.3\u30010.3\u30010.2\u30010.(\u53c2\u6570\u8303\u56f4 0~1\uff0c\u8d8a\u63a5\u8fd11\u8868\u793a\u666f\u89c2\u7c7b\u578b\u7684\u6269\u5f20\u80fd\u529b\u8d8a\u5f3a)\u3002\u9009\u62e9 Kappa \u7cfb\u6570\u548c FOM(Figure of Merit) \u7cfb\u6570\u8fdb\u884c\u6a21\u62df\u7ed3\u679c\u7684\u7cbe\u5ea6\u8bc4\u4f30\uff0c\u5176\u4e2d Kappa \u7cfb\u6570\u4e3a 0~1\u3002[4]<\/p>\r\n\r\n\r\n\r\n<p>\u65b9\u6cd5\u4e8c\uff1a\u5386\u53f2\u60c5\u5883\u8bbe\u7f6e<\/p>\r\n\r\n\r\n\r\n<p>\u6839\u636e\u524d\u4e00\u9636\u6bb5\u4e2d\u571f\u5730\u6269\u5c55\u5f52\u4e00\u5316\u503c\u8d4b\u503c\uff08\u4f8b\u5982\u6211\u4eec\u8bd5\u9a8c\u4e2d\u75282010~2020\u7684\u5404\u7c7b\u7528\u5730\u571f\u5730\u9762\u79ef\u6269\u5f20\u53bb\u8d4b\u503c\u3002\uff09<\/p>\r\n\r\n\r\n\r\n<p>\u7531\u4e8e\u9a71\u52a8\u56e0\u5b50\u540c\u571f\u5730\u5229\u7528\u53d8\u5316\u95f4\u5173\u7cfb\u7684\u590d\u6742\u6027\u4f7f\u5f97\u5404\u7528\u5730\u7c7b\u578b\u7684\u6269\u5f20\u5f3a\u5ea6\u8f83\u96be\u76f4\u63a5\u8ba1\u7b97\uff0c\u4f46\u5404\u7528\u5730\u7c7b\u578b\u5386\u53f2\u8fc7\u7a0b\u4e2d\u7684\u6269\u5f20\u89c4\u5f8b\u5374\u662f\u5bf9\u5404\u81ea\u6269\u5f20\u80fd\u529b\u7684\u6700\u597d\u4f53\u73b0\uff08\u738b\u4fdd\u76db\u7b49\uff0c2019\uff09\u3002\u6587\u7ae0\u5206\u6790\u4e86\u5229\u7528\u6591\u5757\u9762\u79ef\uff08TA\uff09\u548c\u6591\u5757\u6570\u91cf\uff08NP\uff09\u4f5c\u4e3a\u9886\u57df\u6743\u91cd\u6d4b\u7b97\u7684\u4f9d\u636e\uff0c\u8868\u660e\u6591\u5757\u7c7b\u578b\u5c3a\u5ea6\u4e0aTA \u7684\u53d8\u5316\u89c4\u5f8b\u662f\u5bf9\u5404\u7528\u5730\u7c7b\u578b\u6269\u5f20\u80fd\u529b\u7684\u5b9a\u6027\u8868\u5f81\uff0c\u90a3\u4e48 TA \u7684\u53d8\u5316\u91cf\u5219\u53ef\u4ee5\u7528\u6765\u5b9a\u91cf\u8868\u5f81\u5404\u7528\u5730\u7c7b\u578b\u7684\u6269\u5f20\u5f3a\u5ea6\u3002\u5229\u7528\u516c\u5f0f\uff1a<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>\u5176\u4e2d\uff0cWi\u662f\u7b2ci\u7c7b\u571f\u5730\u7c7b\u578b\u9886\u57df\u6743\u91cd\uff0cTai\u4e3a\u7b2ci\u7c7b\u571f\u5730\u5229\u7528\u6269\u5f20\u9762\u79ef\uff0cTAmin\u4e3a\u5404\u7c7b\u571f\u5730\u5229\u7528\u6700\u5c0f\u6269\u5f20\u9762\u79ef\uff0cTAmax\u4e3a\u5404\u7c7b\u571f\u5730\u5229\u7528\u6700\u5927\u6269\u5f20\u9762\u79ef\u3002\u5373\u57ce\u533a\u6269\u5f20\u9762\u79ef-\u67d0\u4e2a\u6700\u5c0f\u6269\u5f20\u9762\u79ef\/\u67d0\u4e2a\u6700\u5927\u6269\u5f20\u9762\u79ef-\u6700\u5c0f\u6269\u5f20\u9762\u79ef\u00a0<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>\u5f00\u59cb\u8fd0\u884c\uff01Run<img decoding=\"async\" class=\"wp-image-91\" src=\"http:\/\/152.136.140.85\/addison\/wp-content\/uploads\/2024\/07\/image-37.png\" alt=\"\" \/><\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>\u53c2\u8003\u6765\u6e90\uff1a<a data-type=\"link\" data-id=\"javascript:void(0);\">\u68a7\u6850GIS\u516c\u4f17\u53f7<\/a><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>\u6a21\u578b\u4ecb\u7ecd\u548c\u521d\u6b65\u8ba4\u8bc6 PLUS\u6a21\u578b&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":25,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-24","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-6"],"_links":{"self":[{"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/posts\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lxylp.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24"}],"version-history":[{"count":2,"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/posts\/24\/revisions"}],"predecessor-version":[{"id":240,"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/posts\/24\/revisions\/240"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lxylp.com\/index.php?rest_route=\/wp\/v2\/media\/25"}],"wp:attachment":[{"href":"https:\/\/lxylp.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lxylp.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lxylp.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}