{"id":15161,"date":"2026-02-26T09:33:17","date_gmt":"2026-02-26T15:33:17","guid":{"rendered":"https:\/\/www.agron.iastate.edu\/glsi\/?p=15161"},"modified":"2026-02-26T09:57:16","modified_gmt":"2026-02-26T15:57:16","slug":"soc-stocks-variablity","status":"publish","type":"post","link":"https:\/\/www.agron.iastate.edu\/glsi\/bohn\/teaching\/soc-stocks-variablity\/","title":{"rendered":"Spatial Variability and Mapping SOC Stocks"},"content":{"rendered":"\n<div class=\"wp-block-stackable-feature stk-block-feature stk-block stk-3098b7e is-style-default\" data-v=\"2\" data-block-id=\"3098b7e\"><style>.stk-3098b7e {--stk-feature-flex-wrap:nowrap !important;}<\/style><div class=\"stk-content-align stk-3098b7e-column stk-container stk-3098b7e-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-89613cf\" data-v=\"4\" data-block-id=\"89613cf\"><style>.stk-89613cf {align-self:center !important;}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-89613cf-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-89613cf-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-5d71af5\" id=\"class-lecture\" data-block-id=\"5d71af5\"><h2 class=\"stk-block-heading__text\">Class Lecture<\/h2><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-51cea02\" data-block-id=\"51cea02\"><p class=\"stk-block-text__text\">In this lecture, we explore advanced strategies for quantifying and accounting for the spatial variability of soil organic carbon stocks within a digital soil mapping framework. Emphasis is placed on robust statistical methodologies, including model development, validation techniques, and uncertainty quantification, to ensure reliable and defensible spatial predictions across heterogeneous landscapes.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-cf50950\" data-block-id=\"cf50950\"><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-ab6778d\" data-block-id=\"ab6778d\"><a class=\"stk-link stk-button stk--hover-effect-darken\" href=\"https:\/\/iastate.box.com\/v\/soc-stocks-variability\" 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-69d84cc\" data-v=\"4\" data-block-id=\"69d84cc\"><style>.stk-69d84cc {align-self:center !important;}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-69d84cc-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-69d84cc-inner-blocks\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-c914352\" data-block-id=\"c914352\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-15162\" src=\"https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation.png\" width=\"1335\" height=\"746\" srcset=\"https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation.png 1335w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-300x168.png 300w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-1024x572.png 1024w, https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-768x429.png 768w\" sizes=\"auto, (max-width: 1335px) 100vw, 1335px\" \/><\/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>Class Lecture In this lecture, we explore advanced strategies for quantifying and accounting for the spatial variability of soil organic carbon stocks within a digital soil mapping framework. Emphasis is placed on robust statistical methodologies, including model development, validation techniques, and uncertainty quantification, to ensure reliable and defensible spatial predictions across heterogeneous landscapes. View or [&hellip;]<\/p>\n","protected":false},"author":3348,"featured_media":15162,"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":[11,365],"tags":[364,19,362,116,121,128,141],"class_list":["post-15161","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bohn","category-teaching","tag-3d-body","tag-carbon","tag-model-accuracy","tag-soc","tag-soil-maps","tag-spatial-analysis","tag-uncertainty"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation.png",1335,746,false],"thumbnail":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-150x150.png",150,150,true],"medium":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-300x168.png",300,168,true],"medium_large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-768x429.png",768,429,true],"large":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation-1024x572.png",1024,572,true],"1536x1536":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation.png",1335,746,false],"2048x2048":["https:\/\/www.agron.iastate.edu\/glsi\/files\/2026\/02\/ML-validation.png",1335,746,false]},"post_excerpt_stackable_v2":"<p>Class Lecture In this lecture, we explore advanced strategies for quantifying and accounting for the spatial variability of soil organic carbon stocks within a digital soil mapping framework. Emphasis is placed on robust statistical methodologies, including model development, validation techniques, and uncertainty quantification, to ensure reliable and defensible spatial predictions across heterogeneous landscapes. 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>, <a href=\"https:\/\/www.agron.iastate.edu\/glsi\/category\/bohn\/teaching\/\" rel=\"category tag\">Teaching<\/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>Spatial Variability and Mapping SOC Stocks - Geospatial Laboratory for Soil Informatics<\/title>\n<meta name=\"description\" content=\"Lecture on digital soil mapping of soil organic carbon, covering spatial variability, statistical modeling approaches, and validation of accuracy and uncertainty for robust soil predictions.\" \/>\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\/teaching\/soc-stocks-variablity\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spatial Variability and Mapping SOC Stocks - 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