{"id":7076,"date":"2020-11-15T09:03:56","date_gmt":"2020-11-15T01:03:56","guid":{"rendered":"https:\/\/hgis.com.cn\/?p=7076"},"modified":"2020-11-15T09:14:11","modified_gmt":"2020-11-15T01:14:11","slug":"spatially-explicit-mapping-of-historical-population-density-with-random-forest-regression-a-case-study-of-gansu-province-china-in-1820-and-2000","status":"publish","type":"post","link":"https:\/\/hgis.com.cn\/?p=7076","title":{"rendered":"Spatially Explicit Mapping of Historical Population Density with Random Forest Regression"},"content":{"rendered":"<a href=\"https:\/\/hgis.com.cn\/wp-content\/uploads\/2020\/11\/sustainability-12-01231.pdf\" class=\"pdfemb-viewer\" style=\"\" data-width=\"max\" data-height=\"max\" data-toolbar=\"both\" data-toolbar-fixed=\"on\">sustainability-12-01231<\/a>\n<p style=\"text-indent:2em;\" class=\"wp-block-pdfemb-pdf-embedder-viewer\"><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Abstract: <a href=\"https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231<\/a><\/li><li>HTML Version: <a href=\"https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231\/htm\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231\/htm<\/a><\/li><li>PDF Version: <a href=\"https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231\/pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.mdpi.com\/2071-1050\/12\/3\/1231\/pdf<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This study established a random forest regression model (RFRM) using terrain factors, climatic and river factors &hellip; <a href=\"https:\/\/hgis.com.cn\/?p=7076\" class=\"more-link\"><span class=\"more-button\">\u66f4\u591a\u5185\u5bb9&#8230;<span class=\"screen-reader-text\">Spatially Explicit Mapping of Historical Population Density with Random Forest Regression<\/span><\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":7079,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[153,162,158,160,161,159],"class_list":["post-7076","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-humanities","tag-china","tag-gansu-province","tag-historical-period","tag-population-density","tag-prediction","tag-random-forest-regression-model"],"_links":{"self":[{"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/posts\/7076","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7076"}],"version-history":[{"count":7,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/posts\/7076\/revisions"}],"predecessor-version":[{"id":7087,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/posts\/7076\/revisions\/7087"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=\/wp\/v2\/media\/7079"}],"wp:attachment":[{"href":"https:\/\/hgis.com.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hgis.com.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}