{"id":104,"date":"2023-08-02T16:39:15","date_gmt":"2023-08-02T16:39:15","guid":{"rendered":"https:\/\/staging-bolivia.mapbiomas.org\/?page_id=104"},"modified":"2025-07-31T19:20:55","modified_gmt":"2025-07-31T19:20:55","slug":"vision-general-de-la-metodologia","status":"publish","type":"page","link":"https:\/\/bolivia.mapbiomas.org\/en\/vision-general-de-la-metodologia\/","title":{"rendered":"Methodology Overview"},"content":{"rendered":"<h4 class=\"wp-block-heading has-text-align-center\">GET TO KNOW THE STEPS FOR MAPBIOMAS BOLIVIA METHODOLOGY<\/h4>\n\n\n\n<p>Below you will find the main methodological characteristics of MapBiomas Bolivia for producing land cover and land use maps and transitions between different years.<\/p>\n\n\n\n<p>You can access the ATBD (Algorithm Theoretical Basis Document) with a complete description of the methodology and algorithms by following the link:<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><a rel=\"noreferrer noopener\" href=\"https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/ATBD_General_MapBiomas_Bolivia-Col3.pdf\" target=\"_blank\"><\/a><a href=\"https:\/\/drive.google.com\/file\/d\/1eGgoLUxLJfLlxIWUDK7ME_LuNgN7YvmR\/view?usp=drive_link\"><strong>DOWNLOAD THE COMPLETE METHODOLOGY - ATBD<\/strong><\/a><\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">GENERAL CHARACTERISTICS<\/h4>\n\n\n\n<p>The annual land cover and use maps of MapBiomas Bolivia were produced from pixel-by-pixel classification of Landsat satellite images. The process is entirely carried out using extensive machine learning algorithms through the Google Earth Engine platform, which offers immense cloud processing capabilities. To facilitate the parameterization of the algorithms and the organization of all processing stages, a total of 230 tiles are used. Each tile has dimensions of 1 x 1.5 degrees (lat\/long).<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2024\/07\/metodologia_EN-1.png\" alt=\"\" \/><\/figure>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">HOW WE ARE ORGANIZED<\/h4>\n\n\n\n<p>To carry out the mapping, specialist teams in remote sensing, programming, conservation, and land use are organized by biome and cross-cutting themes.&nbsp;<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"512\" src=\"https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-1024x512.jpg\" alt=\"\" class=\"wp-image-1015\" srcset=\"https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-1024x512.jpg 1024w, https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-300x150.jpg 300w, https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-768x384.jpg 768w, https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-1536x768.jpg 1536w, https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-2048x1024.jpg 2048w, https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2025\/07\/Transversales_ES-18x9.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>METHODOLOGY OVERVIEW<\/strong><\/h4>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The diagram below illustrates the main stages of the process for generating annual land cover and land use maps and transitions for MapBiomas Bolivia.<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/bolivia.mapbiomas.org\/wp-content\/uploads\/sites\/15\/2024\/07\/resumen_met_EN1.png\" alt=\"\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>CONOCE LOS PASOS DE LA METODOLOG\u00cdA MAPBIOMAS BOLIVIA A continuaci\u00f3n encontrar\u00e1 las principales caracter\u00edsticas, la forma de organizar el trabajo y la descripci\u00f3n general de la metodolog\u00eda MapBiomas Bolivia para generar los mapas de cobertura y uso del suelo, as\u00ed como los mapas de transici\u00f3n\/cambio de uso del suelo entre diferentes pares de a\u00f1os. Puede [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":""},"acf":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false,"infographic":false,"team":false},"uagb_author_info":{"display_name":"Adriel Fernandes","author_link":"https:\/\/bolivia.mapbiomas.org\/en\/author\/adriel-fernandes\/"},"uagb_comment_info":0,"uagb_excerpt":"CONOCE LOS PASOS DE LA METODOLOG\u00cdA MAPBIOMAS BOLIVIA A continuaci\u00f3n encontrar\u00e1 las principales caracter\u00edsticas, la forma de organizar el trabajo y la descripci\u00f3n general de la metodolog\u00eda MapBiomas Bolivia para generar los mapas de cobertura y uso del suelo, as\u00ed como los mapas de transici\u00f3n\/cambio de uso del suelo entre diferentes pares de a\u00f1os. Puede&hellip;","_links":{"self":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/104"}],"collection":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=104"}],"version-history":[{"count":18,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/104\/revisions"}],"predecessor-version":[{"id":1020,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/104\/revisions\/1020"}],"wp:attachment":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=104"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}