Estimation of water consumption of eucalyptus using images from orbital sensors
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/30362 |
Resumo: | The planting of Eucalyptus around the world has generated numerous discussions caused by the effects of its implementation and its environmental impacts caused in the ecosystem and water availability in the environment. Evapotranspiration (ET) is a primary parameter for most studies involving water resources, as it represents the main water loss in the hydrological cycle and presents a complex structure of interaction with the ecosystem, and is strongly influenced by the environment and human activity. Remote sensing aids in obtaining ET estimates over large areas and offers results with a high degree of confidence and speed. The objective of this work was to estimate the evapotranspiration of a reforested area (eucalyptus) and Brazilian savanna, in the city of São João do Paraiso/MG, using orbital images from the LANDSAT 8 satellite processed through the Mapping Evapotranspiration with Internalized Calibration (METRIC) algorithm in the Google Earth Engine platform, Earth Engine Evapotranspiration Flux EEFLUX. The data were processed and the average ET values for the areas were obtained. The eucalyptus plantation area (reforestation) obtained lower average evapotranspiration when compared to the and Brazilian savanna, area, however the unpaired Student's t-test was applied, and it was obtained that the averages are statistically equal in the evaluated period, it was observed higher ET values in the summer period being the variation of evapotranspiration related to the availability of radiation. The use of the METRIC algorithm, associated with the EEFLUX application, proved to be satisfactory for the study of evapotranspiration in watersheds, and may help to manage water resources more efficiently. |
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Estimation of water consumption of eucalyptus using images from orbital sensorsConsumo estimado de agua de eucalipto a través de imágenes de sensores orbitalesEstimativa de consumo hídrico do eucalipto através de imagens de sensores orbitaisSIGPercepción RemotaMetricGoogle Earth EngineEeflux.Remote sensingMetricGoogle Earth EngineGISEeflux.Sensoriamento RemotoMetricGoogle Earth EngineSIGEeflux.The planting of Eucalyptus around the world has generated numerous discussions caused by the effects of its implementation and its environmental impacts caused in the ecosystem and water availability in the environment. Evapotranspiration (ET) is a primary parameter for most studies involving water resources, as it represents the main water loss in the hydrological cycle and presents a complex structure of interaction with the ecosystem, and is strongly influenced by the environment and human activity. Remote sensing aids in obtaining ET estimates over large areas and offers results with a high degree of confidence and speed. The objective of this work was to estimate the evapotranspiration of a reforested area (eucalyptus) and Brazilian savanna, in the city of São João do Paraiso/MG, using orbital images from the LANDSAT 8 satellite processed through the Mapping Evapotranspiration with Internalized Calibration (METRIC) algorithm in the Google Earth Engine platform, Earth Engine Evapotranspiration Flux EEFLUX. The data were processed and the average ET values for the areas were obtained. The eucalyptus plantation area (reforestation) obtained lower average evapotranspiration when compared to the and Brazilian savanna, area, however the unpaired Student's t-test was applied, and it was obtained that the averages are statistically equal in the evaluated period, it was observed higher ET values in the summer period being the variation of evapotranspiration related to the availability of radiation. The use of the METRIC algorithm, associated with the EEFLUX application, proved to be satisfactory for the study of evapotranspiration in watersheds, and may help to manage water resources more efficiently.La siembra de Eucalipto, en todo el mundo, ha generado numerosas discusiones provocadas por los efectos de su implantación y sus impactos ambientales causados en el ecosistema y en la disponibilidad de agua del medio insertado. La evapotranspiración (ET) es un parámetro primario para la mayoría de los estudios que involucran recursos hídricos, ya que representa la principal pérdida de agua en el ciclo hidrológico y presenta una estructura compleja de interacción con el ecosistema, está fuertemente influenciada por el medio ambiente y la actividad humana. La teledetección ayuda a obtener estimaciones de ET en grandes áreas y ofrece resultados con un alto grado de confianza, rápidamente. El objetivo de este trabajo fue estimar la evapotranspiración de un área de reforestación (eucalipto) y Cerrado, en la ciudad de São João do Paraiso/MG, utilizando imágenes orbitales del satélite LANDSAT 8 procesadas a través del algoritmo Mapping Evapotranspiration with Internalized Calibration (METRIC ) en la plataforma Google Earth Engine, Earth Engine Evapotranspiration Flux EEFLUX. Los datos fueron procesados y se obtuvo el promedio de los valores de ET para las áreas. El área de plantación de eucalipto (reforestación) presentó menor evapotranspiración promedio en comparación con el área del cerrado, sin embargo, se aplicó la prueba t de Student no pareada y se encontró que los promedios son estadísticamente iguales en el período evaluado, con valores de ET más altos en siendo el período estival la variación de la evapotranspiración relacionada con la disponibilidad de radiación. El uso del algoritmo METRIC, asociado a la aplicación EEFLUX, demostró ser satisfactorio para el estudio de la evapotranspiración en cuencas hidrográficas y puede ayudar en la gestión más eficiente de los recursos hídricos.O plantio do Eucalipto, ao redor do mundo, tem gerado inúmeras discussões ocasionadas pelos efeitos de sua implantação e seus impactos ambientais causados no ecossistema e na disponibilidade hídrica do meio inserido. A evapotranspiração (ET) é um parâmetro primário para a maioria dos estudos envolvendo recursos hídricos, pois representa a principal perda de água do ciclo hidrológico e apresenta estrutura complexa de interação com o ecossistema, é fortemente influenciado pelo meio ambiente e pela atividade humana. O sensoriamento remoto auxilia na obtenção da estimativa da ET em grandes áreas e oferece resultados com elevado grau de confiança, rapidez. Objetivou-se com este trabalho estimar a evapotranspiração de uma área de reflorestamento (eucalipto) e de Cerrado, na cidade São João do Paraiso/MG, utilizando-se de imagens orbitais do satélite LANDSAT 8 processadas através do algoritmo Mapping Evapotranspiration with Internalized Calibration (METRIC) na plataforma do Google Earth Engine, Earth Engine Evapotranspiration Flux (EEFLUX). Os dados foram processados e obteve-se a média dos valores de ET para as áreas. A área de plantio de eucalipto obteve menor evapotranspiração média quando comparada à área de cerrado, entretanto aplicou-se o teste t de Student não pareado, e obtiveram-se que as médias são estatisticamente iguais no período avaliado, observou-se maiores valores de ET no período de Verão sendo a variação da evapotranspiração relacionada com a disponibilidade de radiação. O uso do algoritmo METRIC, associado ao aplicativo EEFLUX mostrou-se satisfatório para o estudo da evapotranspiração em bacias hidrográficas e poderá auxiliar no manejo dos recursos hídricos de forma mais eficiente.Research, Society and Development2022-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3036210.33448/rsd-v11i7.30362Research, Society and Development; Vol. 11 No. 7; e48011730362Research, Society and Development; Vol. 11 Núm. 7; e48011730362Research, Society and Development; v. 11 n. 7; e480117303622525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/30362/26074Copyright (c) 2022 Thalles Loiola Dias; Marcelo Rossi Vicente; Ronaldo Medeiros dos Santos; Vinicius Orlandi Barbosa Lima; Sâmara Magdalene Vieira Nuneshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessDias, Thalles Loiola Vicente, Marcelo Rossi Santos, Ronaldo Medeiros dos Lima, Vinicius Orlandi Barbosa Nunes, Sâmara Magdalene Vieira 2022-06-06T15:12:05Zoai:ojs.pkp.sfu.ca:article/30362Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:47:08.897927Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Estimation of water consumption of eucalyptus using images from orbital sensors Consumo estimado de agua de eucalipto a través de imágenes de sensores orbitales Estimativa de consumo hídrico do eucalipto através de imagens de sensores orbitais |
title |
Estimation of water consumption of eucalyptus using images from orbital sensors |
spellingShingle |
Estimation of water consumption of eucalyptus using images from orbital sensors Dias, Thalles Loiola SIG Percepción Remota Metric Google Earth Engine Eeflux. Remote sensing Metric Google Earth Engine GIS Eeflux. Sensoriamento Remoto Metric Google Earth Engine SIG Eeflux. |
title_short |
Estimation of water consumption of eucalyptus using images from orbital sensors |
title_full |
Estimation of water consumption of eucalyptus using images from orbital sensors |
title_fullStr |
Estimation of water consumption of eucalyptus using images from orbital sensors |
title_full_unstemmed |
Estimation of water consumption of eucalyptus using images from orbital sensors |
title_sort |
Estimation of water consumption of eucalyptus using images from orbital sensors |
author |
Dias, Thalles Loiola |
author_facet |
Dias, Thalles Loiola Vicente, Marcelo Rossi Santos, Ronaldo Medeiros dos Lima, Vinicius Orlandi Barbosa Nunes, Sâmara Magdalene Vieira |
author_role |
author |
author2 |
Vicente, Marcelo Rossi Santos, Ronaldo Medeiros dos Lima, Vinicius Orlandi Barbosa Nunes, Sâmara Magdalene Vieira |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Dias, Thalles Loiola Vicente, Marcelo Rossi Santos, Ronaldo Medeiros dos Lima, Vinicius Orlandi Barbosa Nunes, Sâmara Magdalene Vieira |
dc.subject.por.fl_str_mv |
SIG Percepción Remota Metric Google Earth Engine Eeflux. Remote sensing Metric Google Earth Engine GIS Eeflux. Sensoriamento Remoto Metric Google Earth Engine SIG Eeflux. |
topic |
SIG Percepción Remota Metric Google Earth Engine Eeflux. Remote sensing Metric Google Earth Engine GIS Eeflux. Sensoriamento Remoto Metric Google Earth Engine SIG Eeflux. |
description |
The planting of Eucalyptus around the world has generated numerous discussions caused by the effects of its implementation and its environmental impacts caused in the ecosystem and water availability in the environment. Evapotranspiration (ET) is a primary parameter for most studies involving water resources, as it represents the main water loss in the hydrological cycle and presents a complex structure of interaction with the ecosystem, and is strongly influenced by the environment and human activity. Remote sensing aids in obtaining ET estimates over large areas and offers results with a high degree of confidence and speed. The objective of this work was to estimate the evapotranspiration of a reforested area (eucalyptus) and Brazilian savanna, in the city of São João do Paraiso/MG, using orbital images from the LANDSAT 8 satellite processed through the Mapping Evapotranspiration with Internalized Calibration (METRIC) algorithm in the Google Earth Engine platform, Earth Engine Evapotranspiration Flux EEFLUX. The data were processed and the average ET values for the areas were obtained. The eucalyptus plantation area (reforestation) obtained lower average evapotranspiration when compared to the and Brazilian savanna, area, however the unpaired Student's t-test was applied, and it was obtained that the averages are statistically equal in the evaluated period, it was observed higher ET values in the summer period being the variation of evapotranspiration related to the availability of radiation. The use of the METRIC algorithm, associated with the EEFLUX application, proved to be satisfactory for the study of evapotranspiration in watersheds, and may help to manage water resources more efficiently. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-06-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/30362 10.33448/rsd-v11i7.30362 |
url |
https://rsdjournal.org/index.php/rsd/article/view/30362 |
identifier_str_mv |
10.33448/rsd-v11i7.30362 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/30362/26074 |
dc.rights.driver.fl_str_mv |
https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 11 No. 7; e48011730362 Research, Society and Development; Vol. 11 Núm. 7; e48011730362 Research, Society and Development; v. 11 n. 7; e48011730362 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
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1797052767217385472 |