{"id":3184,"date":"2018-05-11T10:23:56","date_gmt":"2018-05-11T18:23:56","guid":{"rendered":"http:\/\/bien.nceas.ucsb.edu\/bien\/?page_id=3184"},"modified":"2026-07-05T23:04:27","modified_gmt":"2026-07-06T07:04:27","slug":"gnrs","status":"publish","type":"page","link":"https:\/\/bien.nceas.ucsb.edu\/bien\/tools\/gnrs\/","title":{"rendered":"GNRS"},"content":{"rendered":"<div class=\"bien-tool-icon\" style=\"float:right;width:158px;margin:0 0 16px 24px;padding:18px 14px;border:1px solid #e2e8ea;border-top:3px solid #40916c;border-radius:10px;background:#ffffff;box-shadow:0 2px 10px rgba(15,61,46,0.06);text-align:center;\">\n<div style=\"font-size:52px;line-height:1;\" aria-hidden=\"true\">\ud83c\udf0e<\/div>\n<div style=\"font-weight:700;color:#124734;margin-top:8px;font-size:17px;\">GNRS<\/div>\n<div style=\"font-size:12px;color:#4a5c52;margin-top:2px;line-height:1.3;\">Geographic Name Resolution Service<\/div>\n<\/div>\n<p>The <strong>Geographic Name Resolution Service (GNRS)<\/strong> resolves political division names and codes using the <a href=\"http:\/\/www.geonames.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">GeoNames<\/a> database of geographic place names, indexing them against political-division spatial objects in the <a href=\"https:\/\/www.naturalearthdata.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Natural Earth<\/a> and <a href=\"https:\/\/gadm.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Global Administrative Areas (GADM)<\/a> databases.<\/p>\n<p>Among other uses, this enables what we call &ldquo;political geovalidation&rdquo; of species observations: checking that observation coordinates fall within the declared country, state and county of observation. Political geovalidation is one of many data-cleaning operations performed on the BIEN database.<\/p>\n<p><strong>Examples and vignette:<\/strong> <a href=\"https:\/\/cran.r-project.org\/web\/packages\/GNRS\/vignettes\/GNRS.html\" target=\"_blank\" rel=\"noopener noreferrer\">GNRS vignette<\/a>.<\/p>\n<p><strong>Citation:<\/strong> Chamberlain, S. A. et al. (2022). <em>GNRS: A Geographic Name Resolution Service for standardizing and georeferencing political division names.<\/em> <em>PLOS ONE<\/em> 17(11): e0268162. <a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0268162\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1371\/journal.pone.0268162<\/a>.<\/p>\n<p><a href=\"https:\/\/gnrs.biendata.org\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-3677\" src=\"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot-1024x409.png\" alt=\"GNRS web application\" width=\"1024\" height=\"409\" srcset=\"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot-1024x409.png 1024w, https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot-300x120.png 300w, https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot-768x306.png 768w, https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot-1536x613.png 1536w, https:\/\/bien.nceas.ucsb.edu\/bien\/wp-content\/uploads\/2022\/05\/gnrs_screenshot.png 1704w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><br \/>\n<!-- BIEN GNRS looping demo (illustrative sample output, not live queries) --><\/p>\n<div class=\"btd\" data-tool=\"gnrs\"><\/div>\n<p><script>(function(){try{var st=document.createElement(\"style\");st.textContent=atob(\"/* =============================================================================
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boot\",e);}})();<\/script><\/p>\n<h2>Access the GNRS<\/h2>\n<ul>\n<li><a href=\"https:\/\/gnrs.biendata.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">GNRS web interface<\/a> &mdash; for non-programmers.<\/li>\n<li><a href=\"http:\/\/bien.nceas.ucsb.edu\/bien\/tools\/gnrs\/gnrs-api\/\">GNRS API<\/a> &mdash; programmatic access.<\/li>\n<li><a href=\"https:\/\/github.com\/EnquistLab\/RGNRS\" target=\"_blank\" rel=\"noopener noreferrer\">GNRS R package<\/a> &mdash; from within R.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ud83c\udf0e GNRS Geographic Name Resolution Service The Geographic Name Resolution Service (GNRS) resolves political division names and codes using the GeoNames database of geographic place names, indexing them against political-division spatial objects in the Natural Earth and Global Administrative Areas (GADM) databases. Among other uses, this enables what we call &ldquo;political geovalidation&rdquo; of species observations: [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":93,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-3184","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/pages\/3184"}],"collection":[{"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/comments?post=3184"}],"version-history":[{"count":68,"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/pages\/3184\/revisions"}],"predecessor-version":[{"id":3972,"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/pages\/3184\/revisions\/3972"}],"up":[{"embeddable":true,"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/pages\/93"}],"wp:attachment":[{"href":"https:\/\/bien.nceas.ucsb.edu\/bien\/wp-json\/wp\/v2\/media?parent=3184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}