{"id":861,"date":"2024-06-03T11:59:45","date_gmt":"2024-06-03T11:59:45","guid":{"rendered":"https:\/\/peru.mapbiomas.org\/?page_id=861"},"modified":"2026-03-20T08:34:27","modified_gmt":"2026-03-20T13:34:27","slug":"metodologia-para-el-analisis-de-perdida-de-vegetacion-y-vegetacion-secundaria","status":"publish","type":"page","link":"https:\/\/peru.mapbiomas.org\/en\/metodologia-para-el-analisis-de-perdida-de-vegetacion-y-vegetacion-secundaria\/","title":{"rendered":"Vegetation Modules Methodology"},"content":{"rendered":"<h4 class=\"wp-block-heading\">BRIEF DESCRIPTION:<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"960\" height=\"540\" src=\"https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/metodologia_vs.png\" alt=\"\" class=\"wp-image-1502\" srcset=\"https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/metodologia_vs.png 960w, https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/metodologia_vs-300x169.png 300w, https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/metodologia_vs-768x432.png 768w, https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/metodologia_vs-18x10.png 18w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>P\u00e9rdida de vegetaci\u00f3n y vegetaci\u00f3n secundaria (formaciones boscosas y no boscosas).<\/strong><\/h6>\n\n\n\n<p>Para generar estos productos se utiliz\u00f3 de insumo los mapas anuales de cobertura y uso del suelo (LULC) de la Colecci\u00f3n 3.<\/p>\n\n\n\n<p>Se tom\u00f3 como a\u00f1o de inicio 1999, ya que a\u00f1os antes los mapas presentan inconsistencias temporales debido a la escasez de im\u00e1genes satelitales disponibles que generaron vac\u00edos de informaci\u00f3n.<\/p>\n\n\n\n<p>A partir del a\u00f1o 1999 se comenz\u00f3 a aplicar el conjunto de reglas del algoritmo para identificar eventos de p\u00e9rdida de vegetaci\u00f3n y vegetaci\u00f3n secundaria, detectados desde el a\u00f1o 2001. Esto se realiz\u00f3 analizando los cambios anuales de cada p\u00edxel en los mapas, considerando tanto los a\u00f1os anteriores como los posteriores a cada a\u00f1o evaluado, seg\u00fan los criterios definidos para el algoritmo.<\/p>\n\n\n\n<p>Consecutivamente a la aplicaci\u00f3n de las reglas (Tabla 1) se aplic\u00f3 un filtro espacial de 0.5 hect\u00e1reas:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td rowspan=\"4\">Loss t =<\/td><td>VN t-2<\/td><\/tr><tr><td>VN t-1<\/td><\/tr><tr><td>A t<\/td><\/tr><tr><td>A t+1<\/td><\/tr><tr><td rowspan=\"5\">Secondary vegetation t =<\/td><td>A t-2<\/td><\/tr><tr><td>A t-1<\/td><\/tr><tr><td>VN t<\/td><\/tr><tr><td>VN t+1<\/td><\/tr><tr><td>VN t+2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><em>VN <\/em><\/strong>= <strong>V<\/strong>egetaci\u00f3n <strong>N<\/strong>atural [ Formaciones boscosas (Bosque, Bosque seco, Manglar, Bosque inundable) y Formaciones naturales no boscosas (Zona pantanosa o pastizal inundable, Pastizal \/ herbazal, Matorral, Loma costera y otras formaciones no boscosas ]<\/p>\n\n\n\n<p><strong><em>A <\/em><\/strong>= Uso <strong>A<\/strong>ntr\u00f3pico [ Pasto, Mosaico agropecuario, Agricultura (Palma aceitera, Arroz, Otros cultivos), Infraestructura urbana, Miner\u00eda, Plantaci\u00f3n forestal y Acuicultura ]&nbsp;<\/p>\n\n\n\n<p><strong>t <\/strong>= 1999,&#8230;, 2024.<\/p>\n\n\n\n<p>Based on the trajectory analysis along the time series, the algorithm assigns each pixel to one of the established classes for the product:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Class<\/strong><\/td><td><strong>Description&nbsp;<\/strong><\/td><td><strong>Value<\/strong><\/td><\/tr><tr><td><strong><em>Anthropogenic<\/em><\/strong><\/td><td>Pixel classified as anthropogenic that did not undergo changes until the year analyzed.<\/td><td><strong>1<\/strong><\/td><\/tr><tr><td><strong><em>Primary Veg.<\/em><\/strong><\/td><td>Indicates absence of vegetation loss, meaning natural vegetation that remains from the beginning of the series until the year of analysis.<\/td><td><strong>2<\/strong><\/td><\/tr><tr><td><strong><em>Secondary Veg.<\/em><\/strong><\/td><td>Areas with a history of anthropogenic use followed by a change to natural vegetation before the year of analysis.<\/td><td><strong>3<\/strong><\/td><\/tr><tr><td><strong><em>Primary Veg. Loss<\/em><\/strong><\/td><td>Areas that transition from Primary Vegetation to Anthropogenic in the year of analysis.<\/td><td><strong>4<\/strong><\/td><\/tr><tr><td><strong><em>Recovery for Secondary Veg.<\/em><\/strong><\/td><td>Areas with a history of Anthropogenic use followed by a change to natural vegetation specifically in the year of analysis.<\/td><td><strong>5<\/strong><\/td><\/tr><tr><td><strong><em>Secondary Veg. Loss<\/em><\/strong><\/td><td>Areas that change from Secondary Vegetation to Anthropogenic in the year of analysis.<\/td><td><strong>6<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Para obtener m\u00e1s detalles sobre la metodolog\u00eda del m\u00f3dulo de p\u00e9rdida de vegetaci\u00f3n y vegetaci\u00f3n secundaria, acceda a este ap\u00e9ndice de <a href=\"https:\/\/peru.mapbiomas.org\/wp-content\/uploads\/sites\/14\/2025\/06\/9_ATBD-Modulos-de-vegetacion-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">ATBD. <\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>BREVE DESCRIPCI\u00d3N: P\u00e9rdida de vegetaci\u00f3n y vegetaci\u00f3n secundaria (formaciones boscosas y no boscosas). Para generar estos productos se utiliz\u00f3 de insumo los mapas anuales de cobertura y uso del suelo (LULC) de la Colecci\u00f3n 3. Se tom\u00f3 como a\u00f1o de inicio 1999, ya que a\u00f1os antes los mapas presentan inconsistencias temporales debido a la escasez [&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:\/\/peru.mapbiomas.org\/en\/author\/adriel-fernandes\/"},"uagb_comment_info":0,"uagb_excerpt":"BREVE DESCRIPCI\u00d3N: P\u00e9rdida de vegetaci\u00f3n y vegetaci\u00f3n secundaria (formaciones boscosas y no boscosas). Para generar estos productos se utiliz\u00f3 de insumo los mapas anuales de cobertura y uso del suelo (LULC) de la Colecci\u00f3n 3. Se tom\u00f3 como a\u00f1o de inicio 1999, ya que a\u00f1os antes los mapas presentan inconsistencias temporales debido a la escasez&hellip;","_links":{"self":[{"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/861"}],"collection":[{"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=861"}],"version-history":[{"count":11,"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/861\/revisions"}],"predecessor-version":[{"id":1747,"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/861\/revisions\/1747"}],"wp:attachment":[{"href":"https:\/\/peru.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}