agriwater: An R package for spatial modelling of energy balance and actual evapotranspiration using satellite images and agrometeorological data
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808129217516273664 |