{"id":246,"date":"2023-08-02T17:47:48","date_gmt":"2023-08-02T17:47:48","guid":{"rendered":"https:\/\/staging-bolivia.mapbiomas.org\/?page_id=246"},"modified":"2026-02-11T18:09:25","modified_gmt":"2026-02-11T18:09:25","slug":"colecciones-mapbiomas-bolivia","status":"publish","type":"page","link":"https:\/\/bolivia.mapbiomas.org\/en\/colecciones-mapbiomas-bolivia\/","title":{"rendered":"Collection maps"},"content":{"rendered":"<p>La colecci\u00f3n 3 de Mapbiomas Bolivia es una serie hist\u00f3rica de mapas anuales para el periodo 1985-2024 que cubre todo el territorio boliviano.&nbsp;<\/p>\n\n\n\n<p><strong>ACCESO A LOS MAPAS<\/strong><\/p>\n\n\n\n<ol>\n<li>Browsing online on the MapBiomas Bolivia maps and data platform: \n<ul>\n<li><a href=\"https:\/\/plataforma.bolivia.mapbiomas.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Plataforma &#8211; Cobertura y Uso de Suelo<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/plataforma.bolivia.mapbiomas.org\/agua\" target=\"_blank\" rel=\"noreferrer noopener\">Plataforma &#8211; Agua<\/a><br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Utilizando los assets de datos desde Google Earth Engine, con la siguiente ruta:\n<ul>\n<li><strong>Cobertura y uso de suelo:<\/strong>\n<ul>\n<li><strong>projects\/mapbiomas-public\/assets\/bolivia\/lulc\/collection3\/mapbiomas_bolivia_collection3_integration_v1<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Agua:\u00a0<\/strong><br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Descarga directa de los mapas de cobertura y uso del suelo de Bol\u00edvia de la Colecci\u00f3n 3 en formato GeoTiff disponible para cada a\u00f1o: \n<ul>\n<li>Para el a\u00f1o de 2024: <a href=\"https:\/\/storage.googleapis.com\/mapbiomas-public\/initiatives\/bolivia\/collection_2\/lclu\/coverage\/bolivia_coverage_2023.tif\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/storage.googleapis.com\/mapbiomas-public\/initiatives\/bolivia\/collection_2\/lclu\/coverage\/bolivia_coverage_2023.tif<\/a><\/li>\n\n\n\n<li>Para descargar los mapas de los otros a\u00f1os, \u00fanicamente se debe cambiar el a\u00f1o al final del enlace (disponible desde 1985 hasta el 2024).<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\">\n<li>Descargar por diferentes unidades de inter\u00e9s utilizando <strong>Toolkit <\/strong>preparado en Google Earth Engine (GEE):\n\n\n<ul>\n<li><a href=\"https:\/\/code.earthengine.google.com\/?scriptPath=users%2Fmapbiomas%2Fuser-toolkit%3Amapbiomas-user-toolkit-lulc.js\" target=\"_blank\" rel=\"noreferrer noopener\">Toolkit &#8211; Cobertura y uso<strong> <\/strong>de suelo<\/a><\/li>\n<\/ul>\n\n\n\n<ul>\n<li>Vea el <a href=\"https:\/\/www.youtube.com\/watch?v=OBqaoSuLGbk\" target=\"_blank\" rel=\"noreferrer noopener\">video tutorial<\/a> to find out how to use the toolkit.<\/li>\n\n\n\n<li>To use this tool you need to have a <a href=\"https:\/\/earthengine.google.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google Earth Engine <\/a>(gratuito).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Descargar los mapas y datos a trav\u00e9s de la API&nbsp; de MapBiomas Agua:\n<ul>\n<li><a href=\"https:\/\/plataforma.agua.mapbiomas.org\/api\/docs\/#\/\" target=\"_blank\" rel=\"noreferrer noopener\">API &#8211; Agua<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p><strong>IMPORTANT<\/strong><\/p>\n\n\n\n<ul>\n<li>All data is in GeoTiff format with LZW compression.<\/li>\n\n\n\n<li>Land cover and land use classifications are made for each year from <a href=\"https:\/\/bolivia.mapbiomas.org\/en\/mosaicos-landsat\/\"><strong>Landsat mosaics<\/strong><\/a><\/li>\n\n\n\n<li>To obtain the reference of the codes with the legend classes, access:&nbsp; <a href=\"https:\/\/bolivia.mapbiomas.org\/en\/codigos-de-la-leyenda\/\"><strong>Legend code<\/strong><\/a><\/li>\n\n\n\n<li>La paleta de colores RGB de la leyenda est\u00e1 disponible para ArcGIS (<a href=\"https:\/\/drive.google.com\/file\/d\/177bjBNgcJbxHBi4AQ56Uhe30QBtl6P7z\/view?usp=drive_link\">Nivel 1<\/a>, <a href=\"https:\/\/drive.google.com\/file\/d\/1QOlNtDYi9l80HWAs9IreHedr6WFnv7kB\/view?usp=drive_link\">Nivel 2<\/a> y <a href=\"https:\/\/drive.google.com\/file\/d\/1-BYs7efwdBhMZwCbbWAsa7gvmIG_e2Rh\/view?usp=drive_link\">Nivel 3<\/a>).<\/li>\n\n\n\n<li>The annual maps are consolidated into a single file with several bands, where each band represents one year of the historical series (the 1st band corresponds to the first year of the series)<\/li>\n\n\n\n<li>To calculate the area, it is necessary to use an appropriate metric projection.<\/li>\n\n\n\n<li>Los l\u00edmites internacionales empleados por MapBiomas Bolivia est\u00e1n elaborados en base a IGM, 2021.<\/li>\n\n\n\n<li>The maps will be updated whenever there is an improvement in the classification algorithms. The classification methodology is dynamic, aiming to refine the classification process.&nbsp;<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>La colecci\u00f3n 3 de Mapbiomas Bolivia es una serie hist\u00f3rica de mapas anuales para el periodo 1985-2024 que cubre todo el territorio boliviano.&nbsp; ACCESO A LOS MAPAS IMPORTANTE<\/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":"La colecci\u00f3n 3 de Mapbiomas Bolivia es una serie hist\u00f3rica de mapas anuales para el periodo 1985-2024 que cubre todo el territorio boliviano.&nbsp; ACCESO A LOS MAPAS IMPORTANTE","_links":{"self":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/246"}],"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=246"}],"version-history":[{"count":24,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/246\/revisions"}],"predecessor-version":[{"id":1064,"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/246\/revisions\/1064"}],"wp:attachment":[{"href":"https:\/\/bolivia.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}