{"id":648,"date":"2012-04-09T17:39:15","date_gmt":"2012-04-09T17:39:15","guid":{"rendered":"http:\/\/www.agron.iastate.edu\/glsi\/?p=648"},"modified":"2025-09-29T04:35:35","modified_gmt":"2025-09-29T09:35:35","slug":"a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses","status":"publish","type":"post","link":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/","title":{"rendered":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses"},"content":{"rendered":"<div class=\"paragraph-widget paragraph-widget--text-html\"><div class=\"text-content\">\n<p>In this article, we introduce, evaluate, and apply a new&nbsp;ordinally based soil Productivity Index (PI). The PI uses family-level&nbsp;Soil Taxonomy information, that is, interpretations of features or properties,&nbsp;recognized in Soil Taxonomy, that tend to be associated with low&nbsp;or high soil productivity, to rank soils from 0 (least productive) to 19&nbsp;(most productive). The index has a wide application generally at landscape&nbsp;scales. Unlike competing indexes, it does not require copious&nbsp;amounts of soil data, for example, pH, organic matter, or cation exchange&nbsp;capacity, in its derivation. Geographic information system applications&nbsp;of the PI, in particular, have great potential. Results confirmed that for&nbsp;1,000 sites in southern Michigan, the mean PI of cultivated sites is&nbsp;significantly higher (10.94) than that of forested sites (7.77). We also&nbsp;compared the PI with published productivity values for Illinois soils.&nbsp;The positive statistical correlations that resulted confirmed that the PI is&nbsp;an effective measure of productivity for areas that do not have robust&nbsp;productivity data or a wealth of local soil knowledge, as does Illinois.&nbsp;Last, 2009 crop yield data for 11 Midwestern states were used to further&nbsp;evaluate the PI. In a geographic information system, we determined the&nbsp;soils and crops in particular fields and thus were able to ascertain the&nbsp;mean PI value per soil, per crop, per county. Statewide summaries of&nbsp;these data produced statistical correlations among yields of specific&nbsp;crops and PI values that were all positive; many exceeded 0.60. For&nbsp;regionally extensive applications, the PI may be as useful and robust as&nbsp;other indexes that have much more exacting data requirements.<\/p>\n<\/div><\/div>\n\n<div class=\"paragraph-widget paragraph-widget--text-html\"><div class=\"text-content\">\n<p>Schaetzl, R.J., F.J. Krist Jr., and B.A. Miller. 2012. A taxonomically based, ordinal estimate of soil productivity for landscape-scale analyses. <a title=\"A taxonomically based, ordinal estimate of soil productivity for landscape-scale analyses\" href=\"http:\/\/journals.lww.com\/soilsci\/Abstract\/2012\/04000\/A_Taxonomically_Based_Ordinal_Estimate_of_Soil.8.aspx\" target=\"_blank\" rel=\"noopener noreferrer\">Soil Science 177(4):288-299. doi:10.1097\/SS.0b013e3182446c88.<\/a><\/p>\n<\/div><\/div>\n\n<div class=\"paragraph-widget paragraph-widget--text-html\"><div class=\"text-content\">\n<p><\/p>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>We introduce, evaluate, and apply a new ordinally based soil Productivity Index (PI). The index has a wide application generally at landscape scales. Unlike competing indexes, it does not require copious amounts of soil data, for example, pH, organic matter, or cation exchange capacity, in its derivation. Geographic information system applications of the PI, in particular, have great potential. For regionally extensive applications, the PI may be as useful and robust as other indexes that have much more exacting data requirements.<\/p>\n","protected":false},"author":3216,"featured_media":10947,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"ngg_post_thumbnail":0,"footnotes":""},"categories":[5,7],"tags":[27,49,57,100,105,118,121,125,142],"class_list":["post-648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-manuscripts","category-miller","tag-crop-yield","tag-gis","tag-index","tag-productivity-index","tag-regional","tag-soil-fertility","tag-soil-maps","tag-soil-taxonomy","tag-usa"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png",991,905,false],"thumbnail":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity-150x150.png",150,150,true],"medium":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity-300x274.png",300,274,true],"medium_large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity-768x701.png",768,701,true],"large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png",991,905,false],"1536x1536":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png",991,905,false],"2048x2048":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png",991,905,false]},"post_excerpt_stackable_v2":"<p>We introduce, evaluate, and apply a new ordinally based soil Productivity Index (PI). The index has a wide application generally at landscape scales. Unlike competing indexes, it does not require copious amounts of soil data, for example, pH, organic matter, or cation exchange capacity, in its derivation. Geographic information system applications of the PI, in particular, have great potential. For regionally extensive applications, the PI may be as useful and robust as other indexes that have much more exacting data requirements.<\/p>\n","category_list_v2":"<a href=\"https:\/\/www.agron.iastate.edu\/glsi\/category\/manuscripts\/\" rel=\"category tag\">Manuscripts<\/a>, <a href=\"https:\/\/www.agron.iastate.edu\/glsi\/category\/miller\/\" rel=\"category tag\">Miller<\/a>","author_info_v2":{"name":"Bradley Miller","url":"https:\/\/www.agron.iastate.edu\/glsi\/author\/millerba\/"},"comments_num_v2":"0 comments","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics<\/title>\n<meta name=\"description\" content=\"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics\" \/>\n<meta property=\"og:description\" content=\"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/\" \/>\n<meta property=\"og:site_name\" content=\"Geospatial Laboratory for Soil Informatics\" \/>\n<meta property=\"article:published_time\" content=\"2012-04-09T17:39:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-29T09:35:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png\" \/>\n\t<meta property=\"og:image:width\" content=\"991\" \/>\n\t<meta property=\"og:image:height\" content=\"905\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Bradley Miller\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bradley Miller\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/\"},\"author\":{\"name\":\"Bradley Miller\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#\\\/schema\\\/person\\\/a96fa0c818314fce5f3928c232490277\"},\"headline\":\"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses\",\"datePublished\":\"2012-04-09T17:39:15+00:00\",\"dateModified\":\"2025-09-29T09:35:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/\"},\"wordCount\":321,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2012\\\/04\\\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png\",\"keywords\":[\"crop yield\",\"GIS\",\"index\",\"productivity index\",\"regional\",\"soil fertility\",\"soil maps\",\"soil taxonomy\",\"USA\"],\"articleSection\":[\"Manuscripts\",\"Miller\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/\",\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/\",\"name\":\"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2012\\\/04\\\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png\",\"datePublished\":\"2012-04-09T17:39:15+00:00\",\"dateModified\":\"2025-09-29T09:35:35+00:00\",\"description\":\"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2012\\\/04\\\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png\",\"contentUrl\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2012\\\/04\\\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png\",\"width\":991,\"height\":905},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/manuscripts\\\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#website\",\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/\",\"name\":\"Geospatial Laboratory for Soil Informatics\",\"description\":\"Soil Mapping Research at Iowa State University\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#organization\",\"name\":\"Geospatial Laboratory of Soil Informatics\",\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2019\\\/06\\\/favicon.ico\",\"contentUrl\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/files\\\/2019\\\/06\\\/favicon.ico\",\"width\":16,\"height\":16,\"caption\":\"Geospatial Laboratory of Soil Informatics\"},\"image\":{\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/#\\\/schema\\\/person\\\/a96fa0c818314fce5f3928c232490277\",\"name\":\"Bradley Miller\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g\",\"caption\":\"Bradley Miller\"},\"url\":\"https:\\\/\\\/www.agron.iastate.edu\\\/glsi\\\/author\\\/millerba\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics","description":"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/","og_locale":"en_US","og_type":"article","og_title":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics","og_description":"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.","og_url":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/","og_site_name":"Geospatial Laboratory for Soil Informatics","article_published_time":"2012-04-09T17:39:15+00:00","article_modified_time":"2025-09-29T09:35:35+00:00","og_image":[{"width":991,"height":905,"url":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png","type":"image\/png"}],"author":"Bradley Miller","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Bradley Miller","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#article","isPartOf":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/"},"author":{"name":"Bradley Miller","@id":"https:\/\/www.agron.iastate.edu\/glsi\/#\/schema\/person\/a96fa0c818314fce5f3928c232490277"},"headline":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses","datePublished":"2012-04-09T17:39:15+00:00","dateModified":"2025-09-29T09:35:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/"},"wordCount":321,"commentCount":0,"publisher":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/#organization"},"image":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#primaryimage"},"thumbnailUrl":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png","keywords":["crop yield","GIS","index","productivity index","regional","soil fertility","soil maps","soil taxonomy","USA"],"articleSection":["Manuscripts","Miller"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/","url":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/","name":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses - Geospatial Laboratory for Soil Informatics","isPartOf":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#primaryimage"},"image":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#primaryimage"},"thumbnailUrl":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png","datePublished":"2012-04-09T17:39:15+00:00","dateModified":"2025-09-29T09:35:35+00:00","description":"We introduce a new soil Productivity Index (PI) that requires less data than competing indexes, showing promise for landscape-scale applications in GIS.","breadcrumb":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#primaryimage","url":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png","contentUrl":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2012\/04\/A-taxonomically-based-ordinal-estimate-of-soil-productivity.png","width":991,"height":905},{"@type":"BreadcrumbList","@id":"https:\/\/www.agron.iastate.edu\/glsi\/manuscripts\/a-taxonomically-based-ordinal-estimate-of-soil-productivity-for-landscape-scale-analyses\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.agron.iastate.edu\/glsi\/"},{"@type":"ListItem","position":2,"name":"A Taxonomically Based, Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses"}]},{"@type":"WebSite","@id":"https:\/\/www.agron.iastate.edu\/glsi\/#website","url":"https:\/\/www.agron.iastate.edu\/glsi\/","name":"Geospatial Laboratory for Soil Informatics","description":"Soil Mapping Research at Iowa State University","publisher":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.agron.iastate.edu\/glsi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.agron.iastate.edu\/glsi\/#organization","name":"Geospatial Laboratory of Soil Informatics","url":"https:\/\/www.agron.iastate.edu\/glsi\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.agron.iastate.edu\/glsi\/#\/schema\/logo\/image\/","url":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2019\/06\/favicon.ico","contentUrl":"https:\/\/www.agron.iastate.edu\/glsi\/files\/2019\/06\/favicon.ico","width":16,"height":16,"caption":"Geospatial Laboratory of Soil Informatics"},"image":{"@id":"https:\/\/www.agron.iastate.edu\/glsi\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.agron.iastate.edu\/glsi\/#\/schema\/person\/a96fa0c818314fce5f3928c232490277","name":"Bradley Miller","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/743e78561251313585ddf27fc4aa4b4d9e076967d63702712d0794a7f92f2418?s=96&d=mm&r=g","caption":"Bradley Miller"},"url":"https:\/\/www.agron.iastate.edu\/glsi\/author\/millerba\/"}]}},"_links":{"self":[{"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/posts\/648","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/users\/3216"}],"replies":[{"embeddable":true,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/comments?post=648"}],"version-history":[{"count":2,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/posts\/648\/revisions"}],"predecessor-version":[{"id":13861,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/posts\/648\/revisions\/13861"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/media\/10947"}],"wp:attachment":[{"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/media?parent=648"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/categories?post=648"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.agron.iastate.edu\/glsi\/wp-json\/wp\/v2\/tags?post=648"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}