agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data

Detalhes bibliográficos
Autor(a) principal: Ferreira Silva, Cesar de Oliveira [UNESP]
Data de Publicação: 2019
Outros Autores: Castro Teixeira, Antonio Heriberto de, Manzione, Rodrigo Lilla [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.envsoft.2019.104497
http://hdl.handle.net/11449/186170
Resumo: Aiming to subsidize the rational water resources management, an R package called agriwater was created in order to obtain the energy balance on the soil and actual evapotranspiration using satellite imagery and agrometeorological data. This package apply the Simple Algorithm for Evapotranspiration Retrieving - SAFER to calculate the evapotranspiration fraction ETr (or ETA ET0-1), actual evapotranspiration (ETA) and latent heat flux (lambda E); the Slob equation calculate the net radiation (R-N); ground heat flux (G) is modeled from R-N; and the sensible heat flux (H) is retrieved as the residue of the energy balance equation. Landsat-8 (with and without thermal bands), Sentinel-2 and MODIS digital images can be used. Results are presented in raster format and can be post-processed by GIS analysis or anothers R procedures. A study case using Sentinel-2 images and agrometeorological data of a semiarid area from Brazil was performed. The requirements and conditions for use of the package are explained.
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spelling agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological dataActual evapotranspirationEvapotranspiration fractionNet radiationLatent heat fluxSensible heat fluxSoil heat fluxAiming to subsidize the rational water resources management, an R package called agriwater was created in order to obtain the energy balance on the soil and actual evapotranspiration using satellite imagery and agrometeorological data. This package apply the Simple Algorithm for Evapotranspiration Retrieving - SAFER to calculate the evapotranspiration fraction ETr (or ETA ET0-1), actual evapotranspiration (ETA) and latent heat flux (lambda E); the Slob equation calculate the net radiation (R-N); ground heat flux (G) is modeled from R-N; and the sensible heat flux (H) is retrieved as the residue of the energy balance equation. Landsat-8 (with and without thermal bands), Sentinel-2 and MODIS digital images can be used. Results are presented in raster format and can be post-processed by GIS analysis or anothers R procedures. A study case using Sentinel-2 images and agrometeorological data of a semiarid area from Brazil was performed. The requirements and conditions for use of the package are explained.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Univ Estadual Paulista, Agron Sci Fac, Rua Jose Barbosa Barros, BR-18610307 Botucatu, SP, BrazilEmbrapa Coastal Tablelands, Av Beira Mar 3250, BR-49025040 Aracaju, SE, BrazilUniv Estadual Paulista, Sch Sci & Engn, Rua Domingos Costa Lopes, BR-17602496 Tupa, SP, BrazilUniv Estadual Paulista, Agron Sci Fac, Rua Jose Barbosa Barros, BR-18610307 Botucatu, SP, BrazilUniv Estadual Paulista, Sch Sci & Engn, Rua Domingos Costa Lopes, BR-17602496 Tupa, SP, BrazilCNPq: 143127/2017-9CNPq: 133715/2019-1Elsevier B.V.Universidade Estadual Paulista (Unesp)Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Ferreira Silva, Cesar de Oliveira [UNESP]Castro Teixeira, Antonio Heriberto deManzione, Rodrigo Lilla [UNESP]2019-10-04T12:42:22Z2019-10-04T12:42:22Z2019-10-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article19http://dx.doi.org/10.1016/j.envsoft.2019.104497Environmental Modelling & Software. Oxford: Elsevier Sci Ltd, v. 120, 19 p., 2019.1364-8152http://hdl.handle.net/11449/18617010.1016/j.envsoft.2019.104497WOS:000485105700002Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEnvironmental Modelling & Softwareinfo:eu-repo/semantics/openAccess2024-06-10T14:49:28Zoai:repositorio.unesp.br:11449/186170Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:32:43.387086Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
title agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
spellingShingle agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
Ferreira Silva, Cesar de Oliveira [UNESP]
Actual evapotranspiration
Evapotranspiration fraction
Net radiation
Latent heat flux
Sensible heat flux
Soil heat flux
title_short agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
title_full agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
title_fullStr agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
title_full_unstemmed agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
title_sort agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
author Ferreira Silva, Cesar de Oliveira [UNESP]
author_facet Ferreira Silva, Cesar de Oliveira [UNESP]
Castro Teixeira, Antonio Heriberto de
Manzione, Rodrigo Lilla [UNESP]
author_role author
author2 Castro Teixeira, Antonio Heriberto de
Manzione, Rodrigo Lilla [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.contributor.author.fl_str_mv Ferreira Silva, Cesar de Oliveira [UNESP]
Castro Teixeira, Antonio Heriberto de
Manzione, Rodrigo Lilla [UNESP]
dc.subject.por.fl_str_mv Actual evapotranspiration
Evapotranspiration fraction
Net radiation
Latent heat flux
Sensible heat flux
Soil heat flux
topic Actual evapotranspiration
Evapotranspiration fraction
Net radiation
Latent heat flux
Sensible heat flux
Soil heat flux
description Aiming to subsidize the rational water resources management, an R package called agriwater was created in order to obtain the energy balance on the soil and actual evapotranspiration using satellite imagery and agrometeorological data. This package apply the Simple Algorithm for Evapotranspiration Retrieving - SAFER to calculate the evapotranspiration fraction ETr (or ETA ET0-1), actual evapotranspiration (ETA) and latent heat flux (lambda E); the Slob equation calculate the net radiation (R-N); ground heat flux (G) is modeled from R-N; and the sensible heat flux (H) is retrieved as the residue of the energy balance equation. Landsat-8 (with and without thermal bands), Sentinel-2 and MODIS digital images can be used. Results are presented in raster format and can be post-processed by GIS analysis or anothers R procedures. A study case using Sentinel-2 images and agrometeorological data of a semiarid area from Brazil was performed. The requirements and conditions for use of the package are explained.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-04T12:42:22Z
2019-10-04T12:42:22Z
2019-10-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.envsoft.2019.104497
Environmental Modelling & Software. Oxford: Elsevier Sci Ltd, v. 120, 19 p., 2019.
1364-8152
http://hdl.handle.net/11449/186170
10.1016/j.envsoft.2019.104497
WOS:000485105700002
url http://dx.doi.org/10.1016/j.envsoft.2019.104497
http://hdl.handle.net/11449/186170
identifier_str_mv Environmental Modelling & Software. Oxford: Elsevier Sci Ltd, v. 120, 19 p., 2019.
1364-8152
10.1016/j.envsoft.2019.104497
WOS:000485105700002
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Environmental Modelling & Software
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 19
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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