{"id":8898,"date":"2026-05-21T13:37:05","date_gmt":"2026-05-21T16:37:05","guid":{"rendered":"https:\/\/brasil.mapbiomas.org\/?page_id=8898"},"modified":"2026-05-21T13:37:05","modified_gmt":"2026-05-21T16:37:05","slug":"metodo-atmosfera","status":"publish","type":"page","link":"https:\/\/brasil.mapbiomas.org\/en\/metodo-atmosfera\/","title":{"rendered":"M\u00e9todo Atmosfera"},"content":{"rendered":"

M\u00e9todo do M\u00f3dulo Atmosfera<\/strong><\/p>\n\n\n\n

The collection 1 (BETA) of the Atmosphere Module provides a historical analysis of atmospheric conditions in Brazil between 1985 and 2024. The Atmosphere module aggregates information from different sources, including atmospheric model data and satellite data. Here we present a summary of the method used in the development of MapBiomas Atmosphere. For more information, access the ATBD (Algorithm Theory Base Document) at this LINK<\/a>.<\/p>\n\n\n\n

The methodological workflow consisted of: (i) resampling data from different sources to a common spatial grid; (ii) calculation of derived atmospheric variables; (iii) data validation against independent observations at surface. Spatiotemporal series of atmospheric data from different sources were resampled to a reference spatial grid, with a spatial resolution of 0.1 degrees (approximately 10 km) and monthly temporal resolution. From the resampled temperature and precipitation data, derived variables, such as anomalies and the number of days without rain, were calculated (Figure 1). <\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Figura 1: Fluxo metodol\u00f3gico do m\u00f3dulo Atmosfera, enumerando as fontes de dados atmosf\u00e9ricos, reamostragem para uma grade espacial de refer\u00eancia, e c\u00e1lculo de vari\u00e1veis derivadas.<\/em><\/p>\n\n\n\n

The collection 1 (BETA) of the Atmosphere module consists of 14 variables, distributed into 3 groups: Temperature, Precipitation and Water, and Air Quality. The table below lists the 14 variables included in Collection 1.  <\/p>\n\n\n\n

Vari\u00e1vel<\/strong><\/td>Unit<\/strong><\/td>Fonte de dados<\/strong><\/td>Cobertura temporal<\/strong><\/td><\/tr>
Mean air temperature<\/td>o<\/sup>C<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Maximum air temperature<\/td>o<\/sup>C<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Minimum air temperature<\/td>o<\/sup>C<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Temperature anomaly<\/td>o<\/sup>C<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Land surface temperature<\/td>o<\/sup>C<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Mean temperature trend<\/td>o<\/sup>C\/decada<\/td>ERA5 Land<\/td>\u2014<\/td><\/tr>
Precipitation<\/td>mm<\/td>GPCC+GPM<\/td>1985-2024<\/td><\/tr>
Precipitation anomaly<\/td>mm<\/td>GPCC+GPM<\/td>1985-2024<\/td><\/tr>
Days without rain<\/td>dias<\/td>GPCC+GPM<\/td>1985-2024<\/td><\/tr>
Days of persistent rain<\/td>dias<\/td>GPCC+GPM<\/td>1998-2024<\/td><\/tr>
Vapor pressure deficit<\/td>kPa<\/td>ERA5 Land<\/td>1985-2024<\/td><\/tr>
Water availability<\/td>mm<\/td>GPCC+GPM+ERA5 Land<\/td>1985-2024<\/td><\/tr>
Inhalable particulate matter (PM10<\/sub>)<\/td>\u00b5g\/m3<\/sup><\/td>CAMS<\/td>2003-2024<\/td><\/tr>
Fine particulate matter (PM2.5<\/sub>)<\/td>\u00b5g\/m3<\/sup><\/td>CAMS<\/td>2003-2024<\/td><\/tr><\/tbody><\/table><\/figure>","protected":false},"excerpt":{"rendered":"

M\u00e9todo do M\u00f3dulo Atmosfera A Cole\u00e7\u00e3o 1 (BETA) do M\u00f3dulo Atmosfera fornece uma an\u00e1lise hist\u00f3rica das condi\u00e7\u00f5es atmosf\u00e9ricas no clima no Brasil, entre 1985 e 2024. O m\u00f3dulo Atmosfera agrega informa\u00e7\u00f5es de diferentes fontes, incluindo dados de modelos atmosf\u00e9ricos e dados de sat\u00e9lite. Aqui apresentamos uma s\u00edntese do m\u00e9todo utilizado no desenvolvimento do MapBiomas Atmosfera. […]<\/p>","protected":false},"author":21,"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":"Marcos Rosa","author_link":"https:\/\/brasil.mapbiomas.org\/en\/author\/marcosrosa\/"},"uagb_comment_info":0,"uagb_excerpt":"M\u00e9todo do M\u00f3dulo Atmosfera A Cole\u00e7\u00e3o 1 (BETA) do M\u00f3dulo Atmosfera fornece uma an\u00e1lise hist\u00f3rica das condi\u00e7\u00f5es atmosf\u00e9ricas no clima no Brasil, entre 1985 e 2024. O m\u00f3dulo Atmosfera agrega informa\u00e7\u00f5es de diferentes fontes, incluindo dados de modelos atmosf\u00e9ricos e dados de sat\u00e9lite. Aqui apresentamos uma s\u00edntese do m\u00e9todo utilizado no desenvolvimento do MapBiomas Atmosfera.…","_links":{"self":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/8898"}],"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\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/comments?post=8898"}],"version-history":[{"count":2,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/8898\/revisions"}],"predecessor-version":[{"id":8902,"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/pages\/8898\/revisions\/8902"}],"wp:attachment":[{"href":"https:\/\/brasil.mapbiomas.org\/en\/wp-json\/wp\/v2\/media?parent=8898"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}