{"id":11658,"date":"2024-07-18T18:04:45","date_gmt":"2024-07-18T18:04:45","guid":{"rendered":"https:\/\/sig-gis.com\/?p=11658"},"modified":"2024-08-12T22:44:23","modified_gmt":"2024-08-12T22:44:23","slug":"scenario-modeling-million-acres-strategy","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/","title":{"rendered":"Scenario Modeling for the Million Acres Strategy"},"content":{"rendered":"\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\n\t\n<\/svg>\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\n\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t
\n\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tForest & Agriculture Management\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tCase Study\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t
\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Scenario Modeling for the Million Acres Strategy<\/h1>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t

SIG\u2019s Wildfire Modeling Expertise at the Core of an Ambitious Multiagency Project\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t
SCIENCE GROUP: Forest And Agriculture Management<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Modeling fuel treatments to reduce wildfire risk in different parts of California<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Wildfires in California are a serious and growing threat. Thanks to nearly a century of wildfire suppression combined with increased aridity and heat due to climate change, California fires are now the most destructive in the United States. Since 2017 California has seen new records in most destructive, largest, most costly, longest burning, and most intense wildfires.<\/p>

An effective way to reduce wildfire incidence and severity is through treatments that reduce a forest\u2019s fuel load and simplify its vertical structure. So massively increasing these kinds of treatments throughout California is an important priority.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Fuel Treatments on a Million Acres<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tSpatial Informatics Group and our partner the Climate and Wildfire Institute were selected by the California Wildfire and Landscape Resilience Taskforce to model the likely impacts of aggressive fuel treatments across the landscape. With support from CalEPA and CAL FIRE, the Roadmap to a Million Acres is intended to lead to treatments of at least a million acres in California every year, starting in 2025. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\"Fuel\t\t\t\t\t\t\t\t\t\t\t
Regional landscape scale strategies map<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\"Slicing\t\t\t\t\t\t\t\t\t\t\t
Santa Cruz, California Wildfire 2020<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Slicing and Dicing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

SIG\u2019s scenario modeling includes 108 distinct treatments distributed across four focal regions: Sierra Nevada, Southern California, Central Coast, and North Coast. Modeled scenarios are appropriate to the forest types and conditions in the different regions. We tested three levels of treatment intensity, and looked at varying treatment objectives over timescales up to twenty years in the future.<\/p>

We structured the relevant information as a datacube to enable these numerous avenues for exploring the information. The project also involved innovative implementations of existing tools like the USDA Forest Service\u2019s Forest Vegetation Simulator, which SIG\u2019s programmers turned into a microservice allowing it to be used on much larger scales than previously possible, and SIG\u2019s own Forest Carbon Analysis Tool.<\/p>

The results were used to compare the costs and benefits of different scenarios across the environmental, economic, and workforce dimensions, enabling land managers and planners to identify the best solutions for their particular contexts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t

We\u2019re Just Getting Started<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Once treatments are underway, the automated workflow for statewide treatment scenario selection we developed will provide summaries of objectives met, impacts of varying treatment scenarios, and potential workforce and funding needs to meet ecosystem resilience goals for the state of California.<\/p>

The modeling framework can be used in future years to evaluate the impacts of treatments as they are implemented, to update planning goals, and to guide evolving treatment priorities to enhance science-based forest and rangeland stewardship throughout the state.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tLearn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\"Million\t\t\t\t\t\t\t\t\t\t\t
Data & Decision Support Aligned With Million Acre Strategy<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Wildfires in California are a serious and growing threat. SIG and the Climate and Wildfire Institute were chosen by the CA Wildfire and Landscape Resilience Taskforce to work in the Million Acres Strategy<\/p>\n","protected":false},"author":2,"featured_media":11809,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22,117,14,10,11,12],"tags":[67,121,123,120,124,119,122,70,69],"class_list":["post-11658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-group-fam","category-map-projects","category-portfolio","category-projects","category-science-groups","tag-california","tag-forest-agriculture-management","tag-forest-fuel-treatment","tag-million-acres-strategy","tag-reduce-wildfires","tag-scenario-modeling","tag-strategy","tag-wildfire","tag-wildfire-modeling"],"acf":{"Introduction":"Wildfires in California are a serious and growing threat. SIG and the Climate and Wildfire Institute were chosen by the CA Wildfire and Landscape Resilience Taskforce to work in the Million Acres Strategy","logo_-_icon":"","second_logo_icon":"","lat":32.7157,"long":-117.1611,"label":"Scenario Modeling for the Million Acres Strategy","Preview_Image":11683},"yoast_head":"\nScenario Modeling for the Million Acres Strategy - SIG - Spatial Informatics Group<\/title>\n<meta name=\"description\" content=\"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scenario Modeling for the Million Acres Strategy\" \/>\n<meta property=\"og:description\" content=\"Wildfires in California are a serious and growing threat. SIG and the Climate and Wildfire Institute were chosen by the CA Wildfire and Landscape Resilience Taskforce to work in the Million Acres Strategy\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/\" \/>\n<meta property=\"og:site_name\" content=\"SIG - Spatial Informatics Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Spatial.Informatics.Group\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-18T18:04:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-12T22:44:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/CA-landscape.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"569\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Andrea Raschke\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy.\" \/>\n<meta name=\"twitter:creator\" content=\"@sig_gis\" \/>\n<meta name=\"twitter:site\" content=\"@sig_gis\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Andrea Raschke\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/\"},\"author\":{\"name\":\"Andrea Raschke\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#\\\/schema\\\/person\\\/807d31bb73d8f270cc3ec9c9f744bd06\"},\"headline\":\"Scenario Modeling for the Million Acres Strategy\",\"datePublished\":\"2024-07-18T18:04:45+00:00\",\"dateModified\":\"2024-08-12T22:44:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/\"},\"wordCount\":475,\"publisher\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/page-cover.jpg\",\"keywords\":[\"California\",\"Forest & Agriculture Management\",\"forest fuel treatment\",\"Million Acres Strategy\",\"reduce wildfires\",\"Scenario Modeling\",\"strategy\",\"wildfire\",\"Wildfire Modeling\"],\"articleSection\":[\"Case Studies\",\"Forest And Agriculture Management\",\"Map Projects\",\"Portfolio\",\"Projects\",\"Science Groups\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/\",\"name\":\"Scenario Modeling for the Million Acres Strategy - SIG - Spatial Informatics Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/page-cover.jpg\",\"datePublished\":\"2024-07-18T18:04:45+00:00\",\"dateModified\":\"2024-08-12T22:44:23+00:00\",\"description\":\"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#primaryimage\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/page-cover.jpg\",\"contentUrl\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/page-cover.jpg\",\"width\":1200,\"height\":519,\"caption\":\"Million Acres Strategy\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/scenario-modeling-million-acres-strategy\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/sig-gis.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Scenario Modeling for the Million Acres Strategy\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#website\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/\",\"name\":\"SIG - Spatial Informatics Group\",\"description\":\"Spatial Informatics Group\",\"publisher\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#organization\"},\"alternateName\":\"SIG\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sig-gis.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#organization\",\"name\":\"SIG - Spatial Informatics Group\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/SIG-logo-default.png\",\"contentUrl\":\"https:\\\/\\\/sig-gis.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/SIG-logo-default.png\",\"width\":2065,\"height\":951,\"caption\":\"SIG - Spatial Informatics Group\"},\"image\":{\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Spatial.Informatics.Group\\\/\",\"https:\\\/\\\/x.com\\\/sig_gis\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/spatial-informatics-group-llc\\\/posts\\\/?feedView=all\"],\"publishingPrinciples\":\"https:\\\/\\\/sig-gis.com\\\/about-us\\\/\",\"ownershipFundingInfo\":\"https:\\\/\\\/sig-gis.com\\\/about-us\\\/\",\"correctionsPolicy\":\"https:\\\/\\\/sig-gis.com\\\/privacy-policy\\\/\",\"ethicsPolicy\":\"https:\\\/\\\/sig-gis.com\\\/privacy-policy\\\/\",\"diversityPolicy\":\"https:\\\/\\\/sig-gis.com\\\/privacy-policy\\\/\",\"diversityStaffingReport\":\"https:\\\/\\\/sig-gis.com\\\/privacy-policy\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/sig-gis.com\\\/#\\\/schema\\\/person\\\/807d31bb73d8f270cc3ec9c9f744bd06\",\"name\":\"Andrea Raschke\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g\",\"caption\":\"Andrea Raschke\"},\"url\":\"https:\\\/\\\/sig-gis.com\\\/author\\\/andrear\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Scenario Modeling for the Million Acres Strategy - SIG - Spatial Informatics Group","description":"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy","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:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/","og_locale":"en_US","og_type":"article","og_title":"Scenario Modeling for the Million Acres Strategy","og_description":"Wildfires in California are a serious and growing threat. SIG and the Climate and Wildfire Institute were chosen by the CA Wildfire and Landscape Resilience Taskforce to work in the Million Acres Strategy","og_url":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/","og_site_name":"SIG - Spatial Informatics Group","article_publisher":"https:\/\/www.facebook.com\/Spatial.Informatics.Group\/","article_published_time":"2024-07-18T18:04:45+00:00","article_modified_time":"2024-08-12T22:44:23+00:00","og_image":[{"width":1200,"height":569,"url":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/CA-landscape.jpg","type":"image\/jpeg"}],"author":"Andrea Raschke","twitter_card":"summary_large_image","twitter_description":"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy.","twitter_creator":"@sig_gis","twitter_site":"@sig_gis","twitter_misc":{"Written by":"Andrea Raschke","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#article","isPartOf":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/"},"author":{"name":"Andrea Raschke","@id":"https:\/\/sig-gis.com\/#\/schema\/person\/807d31bb73d8f270cc3ec9c9f744bd06"},"headline":"Scenario Modeling for the Million Acres Strategy","datePublished":"2024-07-18T18:04:45+00:00","dateModified":"2024-08-12T22:44:23+00:00","mainEntityOfPage":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/"},"wordCount":475,"publisher":{"@id":"https:\/\/sig-gis.com\/#organization"},"image":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#primaryimage"},"thumbnailUrl":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/page-cover.jpg","keywords":["California","Forest & Agriculture Management","forest fuel treatment","Million Acres Strategy","reduce wildfires","Scenario Modeling","strategy","wildfire","Wildfire Modeling"],"articleSection":["Case Studies","Forest And Agriculture Management","Map Projects","Portfolio","Projects","Science Groups"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/","url":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/","name":"Scenario Modeling for the Million Acres Strategy - SIG - Spatial Informatics Group","isPartOf":{"@id":"https:\/\/sig-gis.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#primaryimage"},"image":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#primaryimage"},"thumbnailUrl":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/page-cover.jpg","datePublished":"2024-07-18T18:04:45+00:00","dateModified":"2024-08-12T22:44:23+00:00","description":"Wildfires in California are a serious threat. SIG and the Climate and Wildfire Institute were chosen to work for the Million Acres Strategy","breadcrumb":{"@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#primaryimage","url":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/page-cover.jpg","contentUrl":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/page-cover.jpg","width":1200,"height":519,"caption":"Million Acres Strategy"},{"@type":"BreadcrumbList","@id":"https:\/\/sig-gis.com\/scenario-modeling-million-acres-strategy\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sig-gis.com\/"},{"@type":"ListItem","position":2,"name":"Scenario Modeling for the Million Acres Strategy"}]},{"@type":"WebSite","@id":"https:\/\/sig-gis.com\/#website","url":"https:\/\/sig-gis.com\/","name":"SIG - Spatial Informatics Group","description":"Spatial Informatics Group","publisher":{"@id":"https:\/\/sig-gis.com\/#organization"},"alternateName":"SIG","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sig-gis.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/sig-gis.com\/#organization","name":"SIG - Spatial Informatics Group","url":"https:\/\/sig-gis.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sig-gis.com\/#\/schema\/logo\/image\/","url":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/01\/SIG-logo-default.png","contentUrl":"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/01\/SIG-logo-default.png","width":2065,"height":951,"caption":"SIG - Spatial Informatics Group"},"image":{"@id":"https:\/\/sig-gis.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Spatial.Informatics.Group\/","https:\/\/x.com\/sig_gis","https:\/\/www.linkedin.com\/company\/spatial-informatics-group-llc\/posts\/?feedView=all"],"publishingPrinciples":"https:\/\/sig-gis.com\/about-us\/","ownershipFundingInfo":"https:\/\/sig-gis.com\/about-us\/","correctionsPolicy":"https:\/\/sig-gis.com\/privacy-policy\/","ethicsPolicy":"https:\/\/sig-gis.com\/privacy-policy\/","diversityPolicy":"https:\/\/sig-gis.com\/privacy-policy\/","diversityStaffingReport":"https:\/\/sig-gis.com\/privacy-policy\/"},{"@type":"Person","@id":"https:\/\/sig-gis.com\/#\/schema\/person\/807d31bb73d8f270cc3ec9c9f744bd06","name":"Andrea Raschke","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6ffcb2a3701c51c37a28bdadc255fd55d59d6009cdd4047a8d0edec8b0f337c7?s=96&d=mm&r=g","caption":"Andrea Raschke"},"url":"https:\/\/sig-gis.com\/author\/andrear\/"}]}},"_links":{"self":[{"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/posts\/11658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/comments?post=11658"}],"version-history":[{"count":0,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/posts\/11658\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/media\/11809"}],"wp:attachment":[{"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/media?parent=11658"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/categories?post=11658"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sig-gis.com\/wp-json\/wp\/v2\/tags?post=11658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}