{"id":314171,"date":"2020-04-01T10:56:48","date_gmt":"2020-04-01T17:56:48","guid":{"rendered":"https:\/\/www.esri.com\/about\/newsroom\/?post_type=arcwatch&#038;p=314171"},"modified":"2025-05-29T16:40:49","modified_gmt":"2025-05-29T23:40:49","slug":"stewards-of-biodiversity","status":"publish","type":"arcwatch","link":"https:\/\/www.esri.com\/about\/newsroom\/arcwatch\/stewards-of-biodiversity","title":{"rendered":"Stewards of Biodiversity"},"content":{"rendered":"","protected":false},"author":1172,"featured_media":0,"menu_order":0,"template":"","format":"standard","meta":{"_acf_changed":false,"sync_status":"","episode_type":"","audio_file":"","podmotor_file_id":"","podmotor_episode_id":"","castos_file_data":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[275822,422802,10962],"tags":[157432,1391,1291,1711,430121],"arcwatch_issues":[427041],"class_list":["post-314171","arcwatch","type-arcwatch","status-publish","format-standard","hentry","category-arcgis-living-atlas-of-the-world","category-conservation","category-esri-partner-conference","tag-arcgis","tag-artificial-intelligence","tag-conservation","tag-machine-learning","tag-natureserve","arcwatch_issues-may-2020"],"acf":{"short_description":"NatureServe recently released its Map of Biodiversity Importance, accessible via ArcGIS Living Atlas of the World. ","pdf":{"host_remotely":false,"file":"","file_url":""},"flexible_content":[{"acf_fc_layout":"content","content":"<strong><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">NatureServe Releases\u00a0<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">t<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">he\u00a0<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">Map of Biodiversity Importance<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">, a\u00a0<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">Map Collection<\/span><\/span><span class=\"TextRun SCXW109088679 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW109088679 BCX0\" data-wac-het=\"1\">\u00a0Supported by Esri and Microsoft\u00a0<\/span><\/span><\/strong>\r\n\r\n<span data-contrast=\"auto\">For<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">close to\u00a0<\/span><span data-contrast=\"auto\">half\u00a0<\/span><span data-contrast=\"auto\">a\u00a0<\/span><span data-contrast=\"auto\">century,\u00a0<\/span><span data-contrast=\"auto\">a network of boots-on-the-ground\u00a0<\/span><span data-contrast=\"auto\">botanists<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">and zoologists\u00a0<\/span><span data-contrast=\"auto\">have\u00a0<\/span><span data-contrast=\"auto\">ventured\u00a0<\/span><span data-contrast=\"auto\">into forests, deserts, and swamps to gather data\u00a0<\/span><span data-contrast=\"auto\">on\u00a0<\/span><span data-contrast=\"auto\">animal<\/span><span data-contrast=\"auto\">s and plants<\/span><span data-contrast=\"auto\">\u00a0that are<\/span><span data-contrast=\"auto\">\u00a0in danger of going extinct<\/span><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">These scientists have<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">recorded information about\u00a0<\/span><span data-contrast=\"auto\">thousands of\u00a0<\/span><span data-contrast=\"auto\">rare\u00a0<\/span><span data-contrast=\"auto\">species<\/span><span data-contrast=\"auto\">, from the\u00a0<\/span><span data-contrast=\"auto\">threatened Jollyville Plateau salamander in Texas<\/span><span data-contrast=\"auto\">\u00a0to the<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">imperiled little purple monkey<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">flower in California<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">T<\/span><span data-contrast=\"auto\">h<\/span><span data-contrast=\"auto\">e<\/span><span data-contrast=\"auto\">\u00a0scientists<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">findings\u00a0<\/span><span data-contrast=\"auto\">are compiled by<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">NatureServe<\/span><span data-contrast=\"auto\">, a nonprofit o<\/span><span data-contrast=\"auto\">rganization<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-contrast=\"auto\">NatureServe<\/span><span data-contrast=\"auto\">\u00a0works with\u00a0<\/span><span data-contrast=\"auto\">nearly 100<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">NatureServe Network\u00a0<\/span><span data-contrast=\"auto\">programs in the\u00a0<\/span><span data-contrast=\"auto\">United States,\u00a0<\/span><span data-contrast=\"auto\">\u00a0Canada, and Latin America to<\/span><span data-contrast=\"auto\">\u00a0provide<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">conservation-related data, software tools, and services to government agencies, conservation groups, academia, and private companies.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">To make that data even more useful for users<\/span><span data-contrast=\"auto\">\u00a0who\u00a0<\/span><span data-contrast=\"auto\">make\u00a0<\/span><span data-contrast=\"auto\">critical\u00a0<\/span><span data-contrast=\"auto\">conservation and\u00a0<\/span><span data-contrast=\"auto\">land<\/span><span data-contrast=\"auto\">-<\/span><span data-contrast=\"auto\">use decisions, NatureServe just launched the Map of Biodiversity Importance, developed with help from the NatureServe Network programs, Esri, Microsoft, and The Nature Conservancy.\u00a0\u00a0<\/span>"},{"acf_fc_layout":"image","image":317081,"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<span data-contrast=\"auto\">Finding out\u00a0<\/span><span data-contrast=\"auto\">where the habitats for\u00a0<\/span><span data-contrast=\"auto\">rare plants and animals\u00a0<\/span><span data-contrast=\"auto\">exist<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">in the United States is one of the first steps in\u00a0<\/span><span data-contrast=\"auto\">keeping\u00a0<\/span><span data-contrast=\"auto\">them from going extinct.\u00a0<\/span><span data-contrast=\"auto\">The mission of the Map of Biodiversity Importance project is to h<\/span><span data-contrast=\"auto\">arness<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">a<\/span><span data-contrast=\"auto\">rtificial intelligence (AI) and location technology to determine where our country<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s most\u00a0<\/span><span data-contrast=\"auto\">at-risk<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">species\u00a0<\/span><span data-contrast=\"auto\">occur<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">in order to<\/span><span data-contrast=\"auto\">\u00a0help protect them.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">The<\/span><span data-contrast=\"auto\">\u00a0project<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s\u00a0<\/span><span data-contrast=\"auto\">top 10\u00a0<\/span><span data-contrast=\"auto\">findings <\/span><span data-contrast=\"auto\">currently\u00a0<\/span><span data-contrast=\"auto\">show<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0for example<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0that California is a highly biodiverse state with hundreds of imperiled species<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0and that climate change is threatening some of the most biodiverse areas in the country.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">We value nature<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s diversity,<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">\u00a0Healy Hamilton,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">chief scientist at NatureServe, said in unveiling<\/span><span data-contrast=\"auto\">\u00a0the Map of Biodiversity Importance<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">to the public\u00a0<\/span><span data-contrast=\"auto\">at the\u00a0<\/span><a href=\"https:\/\/www.esri.com\/en-us\/about\/events\/federal-gis-conference\/overview\"><span data-contrast=\"none\">Esri Federal\u00a0<\/span><span data-contrast=\"none\">GIS Conference<\/span><\/a><span data-contrast=\"auto\">\u00a0in Washington,\u00a0<\/span><span data-contrast=\"auto\">DC<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0in February.<\/span><span data-contrast=\"auto\">\u00a0\"<\/span><span data-contrast=\"auto\">We have passed federal and state laws to safeguard species from extinction and we have protected lands and waters to sustain their habitat.<\/span><span data-contrast=\"auto\">\u00a0When we think of biodiversity, we may reflect on tropical rain<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">forests or coral reefs, where the richness of life is indeed staggering<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-contrast=\"auto\">But our own country harbors globally significant biodiversity.<\/span><span data-contrast=\"auto\">\"<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>"},{"acf_fc_layout":"image","image":317041,"image_position":"center","orientation":"horizontal","hyperlink":"https:\/\/www.arcgis.com\/home\/webmap\/viewer.html?layers=6e90cefddb634e6a949838e7efff55fb"},{"acf_fc_layout":"content","content":"<strong>AI Meets ArcGIS\u00a0<\/strong>\r\n\r\n<span data-contrast=\"auto\">NatureServe combined machine learning and GIS to produce th<\/span><span data-contrast=\"auto\">is\u00a0<\/span><span data-contrast=\"auto\">map\u00a0<\/span><span data-contrast=\"auto\">collection<\/span><span data-contrast=\"auto\">, using<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Esri\u00a0<\/span><a href=\"https:\/\/www.esri.com\/en-us\/arcgis\/geospatial-platform\/overview\"><span data-contrast=\"none\">ArcGIS technology<\/span><\/a><span data-contrast=\"auto\">\u00a0and\u00a0<\/span><a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/ai-for-earth\"><span data-contrast=\"none\">Microsoft AI for Earth<\/span><\/a><span data-contrast=\"auto\">\u00a0to model and\u00a0<\/span><span data-contrast=\"auto\">map habitats where conditions<\/span><span data-contrast=\"auto\">\u00a0are favorable<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">for more than 2,000\u00a0<\/span><span data-contrast=\"auto\">imperiled<\/span><span data-contrast=\"auto\">\u00a0species across the nation.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">The\u00a0<\/span><span data-contrast=\"auto\">Map of Biodiversity<\/span><span data-contrast=\"auto\">\u00a0Importance<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">collection consists of\u00a0<\/span><span data-contrast=\"auto\">raster map<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">layers that\u00a0<\/span><span data-contrast=\"auto\">identify important<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">areas for<\/span><span data-contrast=\"auto\">\u00a0imperiled and critically imperiled\u00a0<\/span><span data-contrast=\"auto\">plant and animal species in the contiguous United States.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">This includes\u00a0<\/span><span data-contrast=\"auto\">15<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">layers<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">that depict<\/span><span data-contrast=\"auto\">\u00a0the following<\/span><span data-contrast=\"auto\">:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n<ul>\r\n \t<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">S<\/span><span data-contrast=\"auto\">pecies richness<\/span><span data-contrast=\"auto\">\u00a0(the count of species)<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span><\/li>\r\n \t<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">R<\/span><span data-contrast=\"auto\">ange-size rarity<\/span><span data-contrast=\"auto\">\u00a0(<\/span><span data-contrast=\"auto\">a measure that takes into account range size<\/span><span data-contrast=\"auto\">\u2014<\/span><span data-contrast=\"auto\">and thus how many opportunities there are for protection)<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<ul>\r\n \t<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">P<\/span><span data-contrast=\"auto\">rotection<\/span><span data-contrast=\"auto\">-weighted range-size rarity<\/span><span data-contrast=\"auto\">\u00a0(a measure considering both range and the degree to which species\u00a0<\/span><span data-contrast=\"auto\">occur outside protected areas<\/span><span data-contrast=\"auto\">\u00a0and reserves)<\/span><span data-contrast=\"auto\">\u00a0for all\u00a0<\/span><span data-contrast=\"auto\">imperiled\u00a0<\/span><span data-contrast=\"auto\">species and\u00a0<\/span><span data-contrast=\"auto\">for<\/span><span data-contrast=\"auto\">\u00a0taxonomic\u00a0<\/span><span data-contrast=\"auto\">sub<\/span><span data-contrast=\"auto\">groups (e.g., plants\u00a0<\/span><span data-contrast=\"auto\">or pollinators).<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span><\/li>\r\n<\/ul>\r\n<span data-contrast=\"auto\">Y<\/span><span data-contrast=\"auto\">ou can access th<\/span><span data-contrast=\"auto\">ese<\/span><span data-contrast=\"auto\">\u00a0resources\u00a0<\/span><span data-contrast=\"auto\">on\u00a0<\/span><span data-contrast=\"none\">NatureServe<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">s Hub site<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">or\u00a0<\/span><span data-contrast=\"auto\">via\u00a0<\/span><span data-contrast=\"auto\">Esri<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s\u00a0<\/span><a href=\"https:\/\/livingatlas.arcgis.com\/en\/browse\/#d=2&amp;srt=name&amp;q=mobi%20owner%3ANatureServe\"><span data-contrast=\"none\">ArcGIS Living Atlas of the World<\/span><span data-contrast=\"auto\">.\u00a0<\/span><\/a><span data-contrast=\"auto\">Item descriptions in Living Atlas provide additional details on what the data represent<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">The map collection\u00a0<\/span><span data-contrast=\"auto\">aggregates data for 2,216 of the nation<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s most imperiled species:\u00a0<\/span><span data-contrast=\"auto\">1,636 species of vascular plants<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0309 species of<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">vertebrates<\/span><span data-contrast=\"auto\">\u00a0(<\/span><span data-contrast=\"auto\">mammals, birds, amphibians, reptiles<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0and freshwater fish<\/span><span data-contrast=\"auto\">es)<\/span><span data-contrast=\"auto\">, 228 species of freshwater invertebrates\u00a0<\/span><span data-contrast=\"auto\">(<\/span><span data-contrast=\"auto\">mussels and crayfish<\/span><span data-contrast=\"auto\">)<\/span><span data-contrast=\"auto\">, and 43 species of pollinators\u00a0<\/span><span data-contrast=\"auto\">(<\/span><span data-contrast=\"auto\">bumblebees,\u00a0<\/span><span data-contrast=\"auto\">butterflies<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">and skippers<\/span><span data-contrast=\"auto\">)<\/span><span data-contrast=\"auto\">, according to NatureServe.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">As Hamilton\u00a0<\/span><span data-contrast=\"auto\">gave the\u00a0<\/span><span data-contrast=\"auto\">audience a first look at<\/span><span data-contrast=\"auto\">\u00a0the<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Map of Biodiversity Importance\u00a0<\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=6e90cefddb634e6a949838e7efff55fb\"><span data-contrast=\"none\">Richness of Imperiled Species in the United States<\/span><\/a><span data-contrast=\"auto\">\u00a0map,\u00a0<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\">he explained where\u00a0<\/span><span data-contrast=\"auto\">to\u00a0<\/span><span data-contrast=\"auto\">find\u00a0<\/span><span data-contrast=\"auto\">the habitats of the most\u00a0<\/span><span data-contrast=\"auto\">imperiled<\/span><span data-contrast=\"auto\">\u00a0plants and animals.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Shades of yellow<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">and orange in states like\u00a0<\/span><span data-contrast=\"auto\">California<\/span><span data-contrast=\"auto\">, Tennessee, and North Carolina lit up the map.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">The<\/span><span data-contrast=\"auto\">se<\/span><span data-contrast=\"auto\">\u00a0bright colors\u00a0<\/span><span data-contrast=\"auto\">on<\/span><span data-contrast=\"auto\">\u00a0this<\/span><span data-contrast=\"auto\">\u00a0[<\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=6e90cefddb634e6a949838e7efff55fb\"><span data-contrast=\"none\">Richness of Imperiled Species in the United States<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=6e90cefddb634e6a949838e7efff55fb\"><span data-contrast=\"none\">map<\/span><\/a><span data-contrast=\"auto\">]<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">indicate areas where multiple\u00a0<\/span><span data-contrast=\"auto\">imperiled species<\/span><span data-contrast=\"auto\">\u00a0have habitats that\u00a0<\/span><span data-contrast=\"auto\">c<\/span><span data-contrast=\"auto\">oexist<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">\u00a0Hamilton said.\u00a0<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">By stacking habitat maps for 2,000<\/span><span data-contrast=\"auto\">-plus\u00a0<\/span><span data-contrast=\"auto\">species<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">we can see what\u00a0<\/span><span data-contrast=\"auto\">we<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">ve never seen before<\/span><span data-contrast=\"auto\">;\u00a0<\/span><span data-contrast=\"auto\">with unprecedented resolution, we can now identify the places that matter most for sustaining our nation<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s biodiversity.<\/span><span data-contrast=\"auto\">\"<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">For example,\u00a0<\/span><span data-contrast=\"auto\">the\u00a0<\/span><span data-contrast=\"auto\">map\u00a0<\/span><span data-contrast=\"auto\">shows<\/span><span data-contrast=\"auto\">\u2014<\/span><span data-contrast=\"auto\">with the highest values and\u00a0<\/span><span data-contrast=\"auto\">the\u00a0<\/span><span data-contrast=\"auto\">brightest colors such as yellow<\/span><span data-contrast=\"auto\">\u00a0and\u00a0<\/span><span data-contrast=\"auto\">orange<\/span><span data-contrast=\"auto\">\u2014<\/span><span data-contrast=\"auto\">the\u00a0<\/span><span data-contrast=\"auto\">hot<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">spots of biodiversity in California<\/span><span data-contrast=\"auto\">\u00a0and the Southeast.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>"},{"acf_fc_layout":"image","image":317141,"image_position":"left","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<span data-contrast=\"auto\">Coastal<\/span><span data-contrast=\"auto\">\u00a0California from\u00a0<\/span><span data-contrast=\"auto\">San Diego to just north of Santa Rosa\u00a0<\/span><span data-contrast=\"auto\">is a\u00a0<\/span><span data-contrast=\"auto\">hot<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">spot for\u00a0<\/span><span data-contrast=\"auto\">imperiled pollinators<\/span><span data-contrast=\"auto\">\u00a0in the United States<\/span><span data-contrast=\"auto\">. This means that in those areas,<\/span><span data-contrast=\"auto\">\u00a0you<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">re most likely to find<\/span><span data-contrast=\"auto\">\u00a0the highest numbers of\u00a0<\/span><span data-contrast=\"auto\">bumblebees<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0butterflies, and other imperiled pollinators<\/span><span data-contrast=\"auto\">.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">Explore the\u00a0<\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=929cd2addf864b419e93964048a15df0\"><span data-contrast=\"none\">Richness of Imperiled Pollinators in the United States<\/span><\/a><span data-contrast=\"auto\">\u00a0map.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">The picture\u00a0<\/span><span data-contrast=\"auto\">is a little different when conservation need is factored into the equation. The\u00a0<\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=60d4c74d0dc04e8384ddb0d1320ebe21\"><span data-contrast=\"none\">Protection-<\/span><span data-contrast=\"none\">w<\/span><span data-contrast=\"none\">eighted Range-<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">ize Rarity<\/span><span data-contrast=\"none\">\u00a0of Imperiled Species in the United States<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">map weights the\u00a0<\/span><span data-contrast=\"auto\">species-<\/span><span data-contrast=\"auto\">richness results by the\u00a0<\/span><span data-contrast=\"auto\">inverse of\u00a0<\/span><span data-contrast=\"auto\">the\u00a0<\/span><span data-contrast=\"auto\">range<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">size of each species and the degree to which it is already protected in parks and reserves.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">The\u00a0<\/span><span data-contrast=\"auto\">resultant\u00a0<\/span><span data-contrast=\"auto\">map identifies areas where conservation actions can have greatest impact. States with the\u00a0<\/span><span data-contrast=\"auto\">greatest acreage of areas of high conservation need include California, Texas, Georgia, Florida, Arizona, and Utah.\u00a0<\/span><span data-contrast=\"auto\">However,\u00a0<\/span><span data-contrast=\"auto\">high-<\/span><span data-contrast=\"auto\">importance areas are found throughout the country; over 90<\/span><span data-contrast=\"auto\">\u00a0percent\u00a0<\/span><span data-contrast=\"auto\">of the population of the\u00a0<\/span><span data-contrast=\"auto\">l<\/span><span data-contrast=\"auto\">ower 48 states lives within 30 miles o<\/span><span data-contrast=\"auto\">f<\/span><span data-contrast=\"auto\">\u00a0an area of high biodiversity importance identified on this map.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">NatureServe works closely with\u00a0<\/span><span data-contrast=\"auto\">the\u00a0<\/span><span data-contrast=\"auto\">Bureau of Land Management (BLM), the\u00a0<\/span><span data-contrast=\"auto\">US<\/span><span data-contrast=\"auto\">\u00a0Forest Service, and\u00a0<\/span><span data-contrast=\"auto\">T<\/span><span data-contrast=\"auto\">he\u00a0<\/span><span data-contrast=\"auto\">Nature Conservancy. These organizations and others, including private companies,\u00a0<\/span><span data-contrast=\"auto\">can use the maps to\u00a0<\/span><span data-contrast=\"auto\">help guide<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">land<\/span><span data-contrast=\"auto\">-<\/span><span data-contrast=\"auto\">use and land management decisions<\/span><span data-contrast=\"auto\">\u00a0such as<\/span><span data-contrast=\"auto\">\u00a0prioritizing where to purchase land for conservation\u00a0<\/span><span data-contrast=\"auto\">or<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">weighing options about where to locate a new highway to\u00a0<\/span><span data-contrast=\"auto\">avoid<\/span><span data-contrast=\"auto\">\u00a0highly biodiverse habitat<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">We are all now stewards of our nation<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">s national heritage,<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">\u00a0Hamilton said, addressing the audience of federal employees.\u00a0<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">Every day, decisions must be made about real estate development, transportation, energy infrastructure, military readiness, forestry, agriculture,\u00a0<\/span><span data-contrast=\"none\">and\u00a0<\/span><span data-contrast=\"none\">recreation<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">These decisions have implications for sustaining imperiled species today and preventing vulnerable species from further decline.<\/span><span data-contrast=\"none\">\"<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>"},{"acf_fc_layout":"image","image":317161,"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<b><span data-contrast=\"none\">Filling\u00a0<\/span><\/b><b><span data-contrast=\"none\">In\u00a0<\/span><\/b><b><span data-contrast=\"none\">the Maps<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">NatureServe tracks data on more than 100,000 plant and animal species\u2014including many that aren<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">t imperiled<\/span><span data-contrast=\"none\">\u2014<\/span><span data-contrast=\"none\">relying on field surveys conducted by\u00a0<\/span><span data-contrast=\"none\">1,000 scientists working for\u00a0<\/span><span data-contrast=\"none\">NatureServe Network\u00a0<\/span><span data-contrast=\"none\">programs<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">throughout the United States and Canada. For example, Christopher Tracey, the conservation planning manager for the Pennsylvania Natural Heritage Program, has conducted many field surveys.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">The typical heritage biologist is tasked with two main things,<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">\u00a0he said in an interview last summer<\/span><span data-contrast=\"none\">\u00a0at the\u00a0<\/span><a href=\"https:\/\/www.esri.com\/en-us\/about\/events\/uc\/overview\"><span data-contrast=\"none\">Esri User Conference<\/span><\/a><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">One is going out and finding new\u00a0<\/span><span data-contrast=\"none\">records<\/span><span data-contrast=\"none\">\u00a0and new places for\u00a0<\/span><span data-contrast=\"none\">at-risk<\/span><span data-contrast=\"none\">\u00a0species<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0and\u00a0<\/span><span data-contrast=\"none\">[the other]\u00a0<\/span><span data-contrast=\"none\">is updating\u00a0<\/span><span data-contrast=\"none\">existing species\u00a0<\/span><span data-contrast=\"none\">records.<\/span><span data-contrast=\"none\">\u00a0Both of these are key to maintaining\u00a0<\/span><span data-contrast=\"none\">up-to-<\/span><span data-contrast=\"none\">date biodiversity data for decision-makers.<\/span><span data-contrast=\"none\">\"<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">The scientists don<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">t only record the location of the species.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">We actually go out and count the population and what the threats<\/span><span data-contrast=\"none\">\u00a0and stresses<\/span><span data-contrast=\"none\">\u00a0to it might be,<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">\u00a0Tracey said.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">However,<\/span><span data-contrast=\"none\">\u00a0sending out scientists to cover every corner of the country\u00a0<\/span><span data-contrast=\"none\">to collect\u00a0<\/span><span data-contrast=\"none\">data on plants and animals is impossible. That<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">s where<\/span><span data-contrast=\"none\">\u00a0data science and <a href=\"https:\/\/www.esri.com\/en-us\/location-intelligence\/overview\">location intelligence<\/a>\u00a0<\/span><span data-contrast=\"none\">come<\/span><span data-contrast=\"none\">\u00a0in<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">We can<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">t look everywhere<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0and so with modern computational approaches, there<\/span><span data-contrast=\"auto\">'<\/span><span data-contrast=\"auto\">s a real opportunity to fill in the map now,<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">said\u00a0<\/span><span data-contrast=\"none\">Regan Smyth, director of spatial analysis at NatureServe.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>"},{"acf_fc_layout":"image","image":317201,"image_position":"left","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<span data-contrast=\"auto\">NatureServe has used the ArcGIS platform\u00a0<\/span><span data-contrast=\"auto\">for many years to analyze<\/span><span data-contrast=\"auto\">, manage,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">and share information\u00a0<\/span><span data-contrast=\"auto\">on the locations and habitats of plants and animals in the United States, Canada, and some parts of South America.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">For example,\u00a0<\/span><span data-contrast=\"auto\">Pennsylvania\u00a0<\/span><span data-contrast=\"auto\">Natural\u00a0<\/span><span data-contrast=\"auto\">Heritage Program<\/span><span data-contrast=\"auto\">\u00a0created\u00a0<\/span><span data-contrast=\"auto\">a Collector for ArcGIS app<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">called\u00a0<\/span><span data-contrast=\"auto\">Field Information Network Database (FIND)<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0that scientists can use when collecting\u00a0<\/span><span data-contrast=\"auto\">field\u00a0<\/span><span data-contrast=\"auto\">information about various species.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">We have\u00a0<\/span><span data-contrast=\"auto\">all<\/span><span data-contrast=\"auto\">\u00a0of<\/span><span data-contrast=\"auto\">\u00a0our plant and animal\u00a0<\/span><span data-contrast=\"auto\">field records in\u00a0<\/span><span data-contrast=\"auto\">FIND\u00a0<\/span><span data-contrast=\"auto\">on, so we can go and navigate to the site and<\/span><span data-contrast=\"auto\">\u00a0record changes in the population<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">\u00a0Tracey said.\u00a0<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">And if\u00a0<\/span><span data-contrast=\"auto\">we discover a new location for a rare species, we can collect baseline information on the occurrence<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0which is then processed into our Biotics database<\/span><span data-contrast=\"auto\">.<\/span><span data-contrast=\"auto\">\"<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">T<\/span><span data-contrast=\"auto\">he\u00a0<\/span><span data-contrast=\"auto\">M<\/span><span data-contrast=\"auto\">ap of Biodiversity Importance<\/span><span data-contrast=\"auto\">\u00a0took the use of GIS<\/span><span data-contrast=\"auto\">, cloud computing, and AI<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">at NatureServe\u00a0<\/span><span data-contrast=\"auto\">to a new level.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">Smyth and\u00a0<\/span><span data-contrast=\"auto\">a team of scientists from around the country used\u00a0<\/span><span data-contrast=\"auto\">Esri ArcGIS technology and\u00a0<\/span><span data-contrast=\"auto\">computational support from\u00a0<\/span><span data-contrast=\"auto\">the Microsoft AI for Earth program to create<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">sophisticated\u00a0<\/span><span data-contrast=\"auto\">predictive habitat models for thousands of at-risk species<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">To do this,\u00a0<\/span><span data-contrast=\"auto\">Smyth said<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0the<\/span><span data-contrast=\"auto\">\u00a0team\u00a0<\/span><span data-contrast=\"auto\">analyzed<\/span><span data-contrast=\"auto\">\u00a0the\u00a0<\/span><span data-contrast=\"auto\">documented locations of\u00a0<\/span><span data-contrast=\"auto\">each\u00a0<\/span><span data-contrast=\"auto\">species along with\u00a0<\/span><span data-contrast=\"auto\">spatial environmental data on soils, land cover, hydrology, and climate<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-contrast=\"auto\">The project team assembled a library of over 250 national environmental predictor variables to characterize both terrestrial and aquatic environments.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">A<\/span><span data-contrast=\"auto\">t the Federal GIS Conference,\u00a0<\/span><span data-contrast=\"auto\">Smyth\u00a0<\/span><span data-contrast=\"auto\">used\u00a0<\/span><span data-contrast=\"auto\">an example of\u00a0<\/span><span data-contrast=\"auto\">the threatened Jollyville Plateau salamander<\/span><span data-contrast=\"auto\">, which<\/span><span data-contrast=\"auto\">\u00a0lives in springs and streams in central Texas<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\u00a0to walk the audience through the predictive analysis process.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">Using open science tools like R together with ArcGIS, we can run a machine learning algorithm called\u00a0<\/span><span data-contrast=\"none\">R<\/span><span data-contrast=\"none\">andom\u00a0<\/span><span data-contrast=\"none\">F<\/span><span data-contrast=\"none\">orests\u00a0<\/span><span data-contrast=\"none\">and explore the relationship between the salamander and those environmental variables,<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">\u00a0she said.\u00a0<\/span><span data-contrast=\"none\">\"<\/span><span data-contrast=\"none\">We can [then] see which variables are most important for predicting habitat<\/span><span data-contrast=\"none\">\u00a0and generate a map of habitat suitability<\/span><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">\"<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>"},{"acf_fc_layout":"image","image":317231,"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<span data-contrast=\"none\">Smyth said the models\u00a0<\/span><span data-contrast=\"none\">NatureServe created can be used to<\/span><span data-contrast=\"none\">\u00a0author new maps like\u00a0<\/span><span data-contrast=\"none\">the\u00a0<\/span><span data-contrast=\"none\">one she showed the audience<\/span><span data-contrast=\"none\">. It\u00a0<\/span><span data-contrast=\"none\">identified\u00a0<\/span><span data-contrast=\"none\">the documented locations of Jollyville Plateau salamanders in Texas, along with the\u00a0<\/span><span data-contrast=\"none\">habitats that were\u00a0<\/span><span data-contrast=\"none\">the most\u00a0<\/span><span data-contrast=\"none\">suitable\u00a0<\/span><span data-contrast=\"none\">to support\u00a0<\/span><span data-contrast=\"none\">the\u00a0<\/span><span data-contrast=\"none\">amphibian<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">NatureServe also developed an online model review web application<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">that<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">s\u00a0<\/span><span data-contrast=\"none\">hosted<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">in<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">ArcGIS Online.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">We upload our models\u00a0<\/span><span data-contrast=\"auto\">into the web app<\/span><span data-contrast=\"auto\">,<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">\u00a0she said.\u00a0<\/span><span data-contrast=\"auto\">\"<\/span><span data-contrast=\"auto\">Then\u00a0<\/span><span data-contrast=\"auto\">species\u00a0<\/span><span data-contrast=\"auto\">e<\/span><span data-contrast=\"auto\">xperts\u00a0<\/span><span data-contrast=\"auto\">from\u00a0<\/span><span data-contrast=\"auto\">across our different programs can\u00a0<\/span><span data-contrast=\"auto\">view the results and provide feedback on how\u00a0<\/span><span data-contrast=\"auto\">well the model performed. This process allows field biologists<\/span><span data-contrast=\"auto\">\u00a0[to gain]<\/span><span data-contrast=\"auto\">\u00a0a better understanding of how<\/span><span data-contrast=\"auto\">\u00a0these spatial modeling techniques work and\u00a0<\/span><span data-contrast=\"auto\">provides the modeling team the information we need to make the end products better.<\/span><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"auto\">The ability to collaborate in this way has been very<\/span><span data-contrast=\"auto\">\u00a0exciting and speaks to the power of\u00a0<\/span><span data-contrast=\"auto\">ArcGIS Online.<\/span><span data-contrast=\"auto\">\"<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">To <\/span><span data-contrast=\"none\">see the\u00a0<\/span><span data-contrast=\"none\">Map of Biodiversity Importance<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">presentation by\u00a0<\/span><span data-contrast=\"none\">Hamilton and Smyth<\/span><span data-contrast=\"none\">,\u00a0<\/span><span data-contrast=\"none\">watch<\/span><a href=\"https:\/\/www.youtube.com\/watch?v=_VU4AoqtomA&amp;list=PLaPDDLTCmy4Z7pNDfFF2HmD1Vknmcl0nd&amp;index=21&amp;t=0s\"><span data-contrast=\"none\">\u00a0this video<\/span><\/a><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-contrast=\"none\">Listen to this\u00a0<\/span><a href=\"https:\/\/www.esri.com\/about\/newsroom\/podcast\/conservation-in-the-era-of-data-and-analytics\"><span data-contrast=\"none\">podcast<\/span><\/a><span data-contrast=\"none\">\u00a0featuring with Sean O<\/span><span data-contrast=\"none\">'<\/span><span data-contrast=\"none\">Brien, president and CEO of NatureServe. He discusses how data and analytics can help guide conservation efforts.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>\r\n\r\n<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" data-wac-het=\"1\">\u00a0<\/span>"}],"references":null},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Stewards of Biodiversity<\/title>\n<meta name=\"description\" content=\"The Map of Biodiversity Importance from NatureServe provides mapped data about imperiled plant and animal species that can be used in organizations\u2019 decision-making processes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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