{"id":322,"date":"2023-08-07T20:46:29","date_gmt":"2023-08-07T20:46:29","guid":{"rendered":"https:\/\/staging-pampa.mapbiomas.org\/?page_id=322"},"modified":"2026-09-04T09:57:54","modified_gmt":"2026-09-04T09:57:54","slug":"methodology-overview","status":"publish","type":"page","link":"https:\/\/pampa.mapbiomas.org\/en\/en\/methodology-overview\/","title":{"rendered":"Methodology overview"},"content":{"rendered":"<h4 class=\"wp-block-heading\"><strong>KNOW THE STEPS OF THE MAPBIOMAS METHODOLOGY<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Below you will find the main features, the organization of the work and the overview of the MapBiomas methodology to generate the maps of land cover and land use as well as the transition maps\/land-use change between different pairs of years.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can access the ATBD (Base Document of Algorithm Theory) with all descriptions of methodology and algorithms by going to the link below.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2026\/09\/ATBD_v1_Collection-5_PampaTrinational.pdf\"><strong>ATBD Collection 5<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2024\/12\/V2_ATBD_v1_Collection-4_PampaTrinational.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ATBD Collection 4<\/strong><\/a><\/li>\n\n\n\n<li><a rel=\"noreferrer noopener\" href=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2023\/11\/ATBD_v1_Collection-3_PampaTrinational.pdf\" target=\"_blank\"><strong>ATBD Collection 3<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2023\/11\/ATBD_v1_Collection-2_PampaTrinational.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ATDB Collection 2<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2023\/11\/ATBD-Collection-1_PampaTrinational.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ATDB Collection 1<\/strong><\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2024\/12\/1_METHOD_MBP_EN.png\" alt=\"\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>GENERAL CHARACTERISTICS<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">All the annual land cover\/use maps of the MapBiomas are produced from the pixel-per-pixel classification of Landsat satellite images. Every process is done with extensive machine learning algorithms through the<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/pampa.mapbiomas.org\/wp-content\/uploads\/sites\/9\/2024\/12\/2_METHOD_MBP_EN.png\" alt=\"\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>KNOW THE STEPS OF THE MAPBIOMAS METHODOLOGY Below you will find the main features, the organization of the work and the overview of the MapBiomas methodology to generate the maps of land cover and land use as well as the transition maps\/land-use change between different pairs of years. You can access the ATBD (Base Document [&hellip;]<\/p>\n","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":"","footnotes":""},"class_list":["post-322","page","type-page","status-publish","hentry"],"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:\/\/pampa.mapbiomas.org\/en\/author\/adriel-fernandes\/"},"uagb_comment_info":0,"uagb_excerpt":"KNOW THE STEPS OF THE MAPBIOMAS METHODOLOGY Below you will find the main features, the organization of the work and the overview of the MapBiomas methodology to generate the maps of land cover and land use as well as the transition maps\/land-use change between different pairs of years. You can access the ATBD (Base Document&hellip;","_links":{"self":[{"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=322"}],"version-history":[{"count":17,"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/322\/revisions"}],"predecessor-version":[{"id":1529,"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/322\/revisions\/1529"}],"wp:attachment":[{"href":"https:\/\/pampa.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}