{"id":1723,"date":"2023-08-29T20:24:03","date_gmt":"2023-08-29T20:24:03","guid":{"rendered":"https:\/\/staging-brasil.mapbiomas.org\/?page_id=1723"},"modified":"2025-03-13T11:29:37","modified_gmt":"2025-03-13T14:29:37","slug":"mapbiomas-cobertura-10m","status":"publish","type":"page","link":"https:\/\/brasil.mapbiomas.org\/en\/mapbiomas-cobertura-10m\/","title":{"rendered":"MapBiomas cobertura 10M"},"content":{"rendered":"<h4 class=\"wp-block-heading\">LAND COVER  MAPBIOMAS 10m<\/h4>\n\n\n\n\n\n<p class=\" translation-block\">The MapBiomas 10 meters Collection 2 (beta) includes land use and land cover (LULC) annual maps from 2016 to 2023 (the period available for Sentinel-2 satellite images).<\/p>\n\n\n\n<p>This Collection 2 (beta) used similar methods and the same legend as the LULC classes of MapBiomas Collection 9 (up to legend level 3) but classified Sentinel-2 satellite images with a spatial resolution of 10m. Improvements will be implemented in the next collections as this product is constantly developed.<\/p>\n\n\n\n<p>The annual maps are in the BETA version and still have a number of limitations that should be used with caution, especially concerning the detailing of farming and the comparison between years and other products with different spatial resolutions. Even better-resolution images allow more detailed information, such as riparian forests in permanent preservation areas (APP) along rivers and springs.\u00a0<\/p>\n\n\n\n<p>The smaller time series (from 2016 to 2023) and being a BETA collection decrease the temporal consistency of the Sentinel-2 mapping compared to the longer time series of Landsat mapping and Collection 9 (1985-2023).<\/p>\n\n\n\n<p><em><strong>How to download maps: <\/strong>The maps of Collection 2 of MapBiomas 10 m can be downloaded using the GEE (Google Earth Engine) asset: <\/em><\/p>\n\n\n\n<p><em><em>projects\/mapbiomas-public\/assets\/brazil\/lulc_10m\/collection2\/mapbiomas_10m_collection2_integration_v1<\/em><\/em><\/p>\n\n\n\n<p>Maps can also be downloaded in GeoTiff format (file for each year, available from 2019 to 2023) according to the link below:<\/p>\n\n\n\n<p> <em>For the year 2023 (for other years change the final year of the link):\u00a0<\/em><a href=\"https:\/\/storage.googleapis.com\/mapbiomas-public\/initiatives\/brasil\/lulc_10m\/collection_2\/integration\/mapbiomas_10m_collection2_integration_v1-classification_2023.tif\"><em>https:\/\/storage.googleapis.com\/mapbiomas-public\/initiatives\/brasil\/lulc_10m\/collection_2\/integration\/mapbiomas_10m_collection2_integration_v1-classification_2023.tif<\/em><\/a><\/p>\n\n\n\n<p>In case of questions, critics and ideas to improve the data please contact:&nbsp;<a href=\"mailto:contato@mapbiomas.org\">contato@mapbiomas.org<\/a><\/p>\n\n\n\n<p>MapBiomas data are public, open and free under a Creative Commons CC-BY license and require reference to the source following format: \"MapBiomas \u2013 Collection 2 (beta) of the Land Cover and Land Use Annual Maps of Brazil using Sentinel 2 images, accessed on [date] through the link: [LINK]\".<\/p>","protected":false},"excerpt":{"rendered":"<p>MAPBIOMAS COBERTURA 10M A Cole\u00e7\u00e3o 2 (beta) do MapBiomas 10 metros inclui mapas anuais de cobertura e uso da terra para o per\u00edodo de 2016 a 2023 (per\u00edodo de disponibilidade de imagens do sat\u00e9lite Sentinel-2).\u00a0 Esta Cole\u00e7\u00e3o 2 (beta) utiliza m\u00e9todos semelhantes e a mesma legenda das classes de cobertura e uso da terra da [&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:\/\/brasil.mapbiomas.org\/en\/author\/adriel-fernandes\/"},"uagb_comment_info":0,"uagb_excerpt":"MAPBIOMAS COBERTURA 10M A Cole\u00e7\u00e3o 2 (beta) do MapBiomas 10 metros inclui mapas anuais de cobertura e uso da terra para o per\u00edodo de 2016 a 2023 (per\u00edodo de disponibilidade de imagens do sat\u00e9lite Sentinel-2).\u00a0 Esta Cole\u00e7\u00e3o 2 (beta) utiliza m\u00e9todos semelhantes e a mesma legenda das classes de cobertura e uso da terra da&hellip;","_links":{"self":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/1723"}],"collection":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=1723"}],"version-history":[{"count":4,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/1723\/revisions"}],"predecessor-version":[{"id":6578,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/1723\/revisions\/6578"}],"wp:attachment":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=1723"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}