{"id":15187,"date":"2026-02-26T11:48:43","date_gmt":"2026-02-26T17:48:43","guid":{"rendered":"https:\/\/www.agron.iastate.edu\/glsi\/?p=15187"},"modified":"2026-02-26T11:48:53","modified_gmt":"2026-02-26T17:48:53","slug":"ai-soil-organic-carbon-change-mapping","status":"publish","type":"post","link":"https:\/\/www.agron.iastate.edu\/glsi\/bohn\/ai-soil-organic-carbon-change-mapping\/","title":{"rendered":"AI Carbon Mapping Update"},"content":{"rendered":"\n<div class=\"wp-block-stackable-feature stk-block-feature stk-block stk-d9ee7a2 is-style-default\" data-v=\"2\" data-block-id=\"d9ee7a2\"><style>.stk-d9ee7a2 {--stk-feature-flex-wrap:nowrap !important;}<\/style><div class=\"stk-content-align stk-d9ee7a2-column stk-container stk-d9ee7a2-container stk--no-background stk--no-padding\"><div class=\"stk-inner-blocks stk-block-content stk-row\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-20a47a9\" data-v=\"4\" data-block-id=\"20a47a9\"><style>.stk-20a47a9 {align-self:center !important;}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-20a47a9-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-20a47a9-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-86d061e\" id=\"spatial-accounting-of-carbon-stocks-for-quantifying-carbon-lecture-national-laboratory-for-ag-and-environment\" data-block-id=\"86d061e\"><h2 class=\"stk-block-heading__text\">Spatial accounting of carbon stocks for quantifying carbon &#8211; Lecture &#8211; National Laboratory for Ag and Environment<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-600fe9e\" data-block-id=\"600fe9e\"><p class=\"stk-block-text__text\">This lecture presents AI-based digital soil mapping of soil organic carbon stock change, integrating field data, machine learning, and uncertainty analysis to evaluate spatial patterns and detect statistically significant change across a field landscape.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-f1391d7\" data-block-id=\"f1391d7\"><div class=\"stk-row stk-inner-blocks stk-block-content stk-button-group\">\n<div class=\"wp-block-stackable-button stk-block-button stk-block stk-8173ab0\" data-block-id=\"8173ab0\"><a class=\"stk-link stk-button stk--hover-effect-darken\" href=\"https:\/\/iastate.box.com\/v\/socstock-map-uncertainty\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"stk-button__inner-text\">View or Download on Box<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-22df424\" data-v=\"4\" data-block-id=\"22df424\"><style>.stk-22df424 {align-self:center !important;}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-22df424-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-22df424-inner-blocks\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-9110e23\" data-block-id=\"9110e23\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-15188\" src=\"https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon.png\" width=\"2029\" height=\"1139\" srcset=\"https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon.png 2029w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-300x168.png 300w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-1024x575.png 1024w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-768x431.png 768w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-1536x862.png 1536w\" sizes=\"auto, (max-width: 2029px) 100vw, 2029px\" \/><\/span><\/figure><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n\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>Spatial accounting of carbon stocks for quantifying carbon &#8211; Lecture &#8211; National Laboratory for Ag and Environment This lecture presents AI-based digital soil mapping of soil organic carbon stock change, integrating field data, machine learning, and uncertainty analysis to evaluate spatial patterns and detect statistically significant change across a field landscape. View or Download on [&hellip;]<\/p>\n","protected":false},"author":3348,"featured_media":15188,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"ngg_post_thumbnail":0,"footnotes":""},"categories":[11],"tags":[346,377,34,266,376,121,173,378],"class_list":["post-15187","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bohn","tag-ai","tag-change-detection","tag-digital-soil-mapping","tag-machine-learning","tag-soc-stocks","tag-soil-maps","tag-soil-organic-carbon","tag-statistically-significant"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon.png",2029,1139,false],"thumbnail":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-150x150.png",150,150,true],"medium":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-300x168.png",300,168,true],"medium_large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-768x431.png",768,431,true],"large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-1024x575.png",1024,575,true],"1536x1536":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon-1536x862.png",1536,862,true],"2048x2048":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/AIuncertaintycarbon.png",2029,1139,false]},"post_excerpt_stackable_v2":"<p>Spatial accounting of carbon stocks for quantifying carbon &#8211; Lecture &#8211; National Laboratory for Ag and Environment This lecture presents AI-based digital soil mapping of soil organic carbon stock change, integrating field data, machine learning, and uncertainty analysis to evaluate spatial patterns and detect statistically significant change across a field landscape. View or Download on Box<\/p>\n","category_list_v2":"<a href=\"https:\/\/www.agron.iastate.edu\/glsi\/category\/bohn\/\" rel=\"category tag\">Bohn<\/a>","author_info_v2":{"name":"Meyer Bohn","url":"https:\/\/www.agron.iastate.edu\/glsi\/author\/mpbohn\/"},"comments_num_v2":"0 comments","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Carbon Mapping Update - Geospatial Laboratory for Soil Informatics<\/title>\n<meta name=\"description\" content=\"Lecture on AI-based digital soil mapping of soil organic carbon change, including field validation, uncertainty analysis, and spatial patterns across hillslope positions.\" \/>\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\/bohn\/ai-soil-organic-carbon-change-mapping\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Carbon Mapping Update - 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