{"id":14,"date":"2023-07-21T19:54:13","date_gmt":"2023-07-21T19:54:13","guid":{"rendered":"https:\/\/staging-venezuela.mapbiomas.org\/?page_id=14"},"modified":"2026-03-12T14:51:44","modified_gmt":"2026-03-12T18:51:44","slug":"herramientas","status":"publish","type":"page","link":"https:\/\/venezuela.mapbiomas.org\/en\/herramientas\/","title":{"rendered":"Toolkits"},"content":{"rendered":"<p>To facilitate access and data download in MapBiomas Venezuela through Google Earth Engine, the following tools are provided:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>Script for Landsat Image Mosaics:<\/strong>:<\/h6>\n\n\n\n<ul>\n<li>Downloads Landsat image mosaics by state and year.<\/li>\n<\/ul>\n\n\n\n<p>Additionally, on <strong>GitHub<\/strong>, scripts for image processing and classification are stored and updated to facilitate replication and adaptation in different contexts.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Steps to Use the Tools:<\/h4>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>Free Registration on Google Earth Engine:<\/strong><\/h6>\n\n\n\n<ul>\n<li>Access the registration link on <a href=\"https:\/\/earthengine.google.com\" data-type=\"URL\" data-id=\"https:\/\/earthengine.google.com\" target=\"_blank\" rel=\"noreferrer noopener\">Google Earth Engine<\/a>.<\/li>\n\n\n\n<li>Complete registration with your Gmail account.<\/li>\n\n\n\n<li>After a few days, you will receive access authorization.<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>Contributions and Improvements:<\/strong><\/h6>\n\n\n\n<ul>\n<li>Users are encouraged to propose improvements or changes to the tools.<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>Download Landsat Image Mosaics:<\/strong><\/h6>\n\n\n\n<ul>\n<li>Access the mosaic script link: <a href=\"https:\/\/code.earthengine.google.com\/95f763ba513811c845f05b4a19fb4b50?noload=true\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>[LINK]<\/strong><\/a>.<\/li>\n\n\n\n<li>Asigna el nombre del estado a la variable &#8220;estado&#8221;.<\/li>\n\n\n\n<li>Execute the script.<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>GitHub Codes:<\/strong><\/h6>\n\n\n\n<p>Codes used by MapBiomas Venezuela, including classifications, spatial and temporal filters, data integration, transition generation, and statistics calculation, are available in theMapBiomas GitHub code repository. Access to: <a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/raisgmb\/mapbiomas-public\/tree\/main\/\" target=\"_blank\"><strong>[LINK]<\/strong><\/a><\/p>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>Access to MapBiomas collections in Google Earth Engine:<\/strong><\/h6>\n\n\n\n<p>The MapBiomas image and map collections can be accessed as assets directly in Google Earth Engine, without the need to download or upload the data. Below are the available products and their respective access IDs in Google Earth Engine:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><em>Land Cover and Land Use | Collection 3<\/em><\/strong><\/p>\n\n\n\n<ul>\n<li><a href=\"http:\/\/projects\/mapbiomas-public\/assets\/venezuela\/lulc\/collection3\/mapbiomas_venezuela_collection3_coverage_v1\">projects\/mapbiomas-public\/assets\/venezuela\/lulc\/collection3\/mapbiomas_venezuela_collection3_coverage_v1<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Para facilitar el acceso y descarga de datos en MapBiomas Venezuela a trav\u00e9s de Google Earth Engine, se ofrecen las siguientes herramientas: Script para Mosaicos de Im\u00e1genes Landsat: Adicionalmente, en GitHub, se almacenan y actualizan scripts de procesamiento y clasificaci\u00f3n de im\u00e1genes para facilitar su replicaci\u00f3n y adaptaci\u00f3n en distintos contextos. Pasos para Utilizar las [&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:\/\/venezuela.mapbiomas.org\/en\/author\/adriel-fernandes\/"},"uagb_comment_info":0,"uagb_excerpt":"Para facilitar el acceso y descarga de datos en MapBiomas Venezuela a trav\u00e9s de Google Earth Engine, se ofrecen las siguientes herramientas: Script para Mosaicos de Im\u00e1genes Landsat: Adicionalmente, en GitHub, se almacenan y actualizan scripts de procesamiento y clasificaci\u00f3n de im\u00e1genes para facilitar su replicaci\u00f3n y adaptaci\u00f3n en distintos contextos. Pasos para Utilizar las&hellip;","_links":{"self":[{"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/14"}],"collection":[{"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":26,"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":1377,"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/14\/revisions\/1377"}],"wp:attachment":[{"href":"https:\/\/venezuela.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}