The pantropical response of soil moisture to El Niño.
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1159556 https://doi.org/10.5194/hess-24-2303-2020 |
Resumo: | The 2015–2016 El Niño event ranks as one of the most severe on record in terms of the magnitude and extent of sea surface temperature (SST) anomalies generated in the tropical Pacific Ocean. Corresponding global impacts on the climate were expected to rival, or even surpass, those of the 1997–1998 severe El Niño event, which had SST anomalies that were similar in size. However, the 2015–2016 event failed to meet expectations for hydrologic change in many areas, including those expected to receive well above normal precipitation. To better understand how climate anomalies during an El Niño event impact soil moisture, we investigate changes in soil moisture in the humid tropics (between ± 25◦) during the three most recent super El Niño events of 1982–1983, 1997–1998 and 2015–2016, using data from the Global Land Data Assimilation System (GLDAS). First, we use in situ soil moisture observations obtained from 16 sites across five continents to validate and bias-correct estimates from GLDAS (r2 = 0.54). Next, we apply a k-means cluster analysis to the soil moisture estimates during the El Niño mature phase, resulting in four groups of clustered data. The strongest and most consistent decreases in soil moisture occur in the Amazon basin and maritime southeastern Asia, while the most consistent increases occur over eastern Africa. In addition, we compare changes in soil moisture to both precipitation and evapotranspiration, which showed a lack of agreement in the direction of change between these variables and soil moisture most prominently in the southern Amazon basin, the Sahel and mainland southeastern Asia. Our results can be used to improve estimates of spatiotemporal differences in El Niño impacts on soil moisture in tropical hydrology and ecosystem models at multiple scales. |
id |
EMBR_7913b5208a1c6bef9b65921d5aeadeb5 |
---|---|
oai_identifier_str |
oai:www.alice.cnptia.embrapa.br:doc/1159556 |
network_acronym_str |
EMBR |
network_name_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository_id_str |
2154 |
spelling |
The pantropical response of soil moisture to El Niño.Soil moistureClimaMudança ClimáticaUmidade do SoloEl NinoThe 2015–2016 El Niño event ranks as one of the most severe on record in terms of the magnitude and extent of sea surface temperature (SST) anomalies generated in the tropical Pacific Ocean. Corresponding global impacts on the climate were expected to rival, or even surpass, those of the 1997–1998 severe El Niño event, which had SST anomalies that were similar in size. However, the 2015–2016 event failed to meet expectations for hydrologic change in many areas, including those expected to receive well above normal precipitation. To better understand how climate anomalies during an El Niño event impact soil moisture, we investigate changes in soil moisture in the humid tropics (between ± 25◦) during the three most recent super El Niño events of 1982–1983, 1997–1998 and 2015–2016, using data from the Global Land Data Assimilation System (GLDAS). First, we use in situ soil moisture observations obtained from 16 sites across five continents to validate and bias-correct estimates from GLDAS (r2 = 0.54). Next, we apply a k-means cluster analysis to the soil moisture estimates during the El Niño mature phase, resulting in four groups of clustered data. The strongest and most consistent decreases in soil moisture occur in the Amazon basin and maritime southeastern Asia, while the most consistent increases occur over eastern Africa. In addition, we compare changes in soil moisture to both precipitation and evapotranspiration, which showed a lack of agreement in the direction of change between these variables and soil moisture most prominently in the southern Amazon basin, the Sahel and mainland southeastern Asia. Our results can be used to improve estimates of spatiotemporal differences in El Niño impacts on soil moisture in tropical hydrology and ecosystem models at multiple scales.KURT C. SOLANDER, LOS ALAMOS NATIONAL LABORATORBRENT D. NEWMAN, LOS ALAMOS NATIONAL LABORATORYALESSANDRO CARIOCA DE ARAUJO, CPATUHOLLY R. BARNARD, UNIVERSITY OF COLORADO BOULDERZ. CARTER BERRY, CHAPMAN UNIVERSITYDAMIEN BONAL, INSTITUT NATIONAL DE LA RECHERCHE AGRONOMIQUEMARIO BRETFELD, KENNESAW STATE UNIVERSITYBENOIT BURBAN, INSTITUT NATIONAL DE RECHERCHE EN AGRICULTURELUIZ ANTONIO CANDIDO, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIAROLANDO CÉLLERI, UNIVERSIDAD DE CUENCAJEFFERY Q. CHAMBERS, LAWRENCE BERKELEY NATIONAL LABORATORYBRADLEY O. CHRISTOFFERSEN, UNIVERSITY OF TEXASMATTEO DETTO, PRINCETON UNIVERSITYWOUTER A. DORIGO, TECHNISCHEN UNIVERSITÄT WIENBRENT E. EWERS, UNIVERSITY OF WYOMINGSAVIO JOSÉ FILGUEIRAS FERREIRA, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIAALEXANDER KNOHL, UNIVERSITY OF GÖTTINGENL. RUBY LEUNG, PACIFIC NORTHWEST NATIONAL LABORATORYNATE G. MCDOWELL, PACIFIC NORTHWEST NATIONAL LABORATORYGRETCHEN R. MILLER, TEXAS A&M UNIVERSITYMARIA TEREZINHA FERREIRA MONTEIRO, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIAGEORGIANNE W. MOORE, TEXAS A&M UNIVERSITYROBINSON NEGRON-JUAREZ, LAWRENCE BERKELEY NATIONAL LABORATORYSCOTT R. SALESKA, UNIVERSITY OF ARIZONACHRISTIAN STIEGLER, UNIVERSITY OF GÖTTINGENJAVIER TOMASELLA, CENTRO NACIONAL DE MONITORAMENTO E ALERTA DE DESASTRES NATURAISCHONGGANG XU, LOS ALAMOS NATIONAL LABORATORY.SOLANDER, K. C.NEWMAN, B. D.ARAUJO, A. C. deBARNARD, H. R.BERRY, Z. C.BONAL, D.BRETFELD, M.BURBAN, B.CANDIDO, L. A.CÉLLERI, R.CHAMBERS, J. Q.CHRISTOFFERSEN, B. O.DETTO, M.DORIGO, W. A.EWERS, B. E.FERREIRA, S. J. F.KNOHL, A.LEUNG, L. R.McDOWELL, N. G.MILLER, G. R.MONTEIRO, M. T. F.MOORE, G. W.NEGRON-JUAREZ, R.SALESKA, S. R.STIEGLER, C.TOMASELLA, J.XU, C.2023-12-12T18:32:34Z2023-12-12T18:32:34Z2023-12-122020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleHydrology and Earth System Sciences, v. 24, n. 5, p. 2303-2322, 2020.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1159556https://doi.org/10.5194/hess-24-2303-2020enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2023-12-12T18:32:34Zoai:www.alice.cnptia.embrapa.br:doc/1159556Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-12-12T18:32:34Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
The pantropical response of soil moisture to El Niño. |
title |
The pantropical response of soil moisture to El Niño. |
spellingShingle |
The pantropical response of soil moisture to El Niño. SOLANDER, K. C. Soil moisture Clima Mudança Climática Umidade do Solo El Nino |
title_short |
The pantropical response of soil moisture to El Niño. |
title_full |
The pantropical response of soil moisture to El Niño. |
title_fullStr |
The pantropical response of soil moisture to El Niño. |
title_full_unstemmed |
The pantropical response of soil moisture to El Niño. |
title_sort |
The pantropical response of soil moisture to El Niño. |
author |
SOLANDER, K. C. |
author_facet |
SOLANDER, K. C. NEWMAN, B. D. ARAUJO, A. C. de BARNARD, H. R. BERRY, Z. C. BONAL, D. BRETFELD, M. BURBAN, B. CANDIDO, L. A. CÉLLERI, R. CHAMBERS, J. Q. CHRISTOFFERSEN, B. O. DETTO, M. DORIGO, W. A. EWERS, B. E. FERREIRA, S. J. F. KNOHL, A. LEUNG, L. R. McDOWELL, N. G. MILLER, G. R. MONTEIRO, M. T. F. MOORE, G. W. NEGRON-JUAREZ, R. SALESKA, S. R. STIEGLER, C. TOMASELLA, J. XU, C. |
author_role |
author |
author2 |
NEWMAN, B. D. ARAUJO, A. C. de BARNARD, H. R. BERRY, Z. C. BONAL, D. BRETFELD, M. BURBAN, B. CANDIDO, L. A. CÉLLERI, R. CHAMBERS, J. Q. CHRISTOFFERSEN, B. O. DETTO, M. DORIGO, W. A. EWERS, B. E. FERREIRA, S. J. F. KNOHL, A. LEUNG, L. R. McDOWELL, N. G. MILLER, G. R. MONTEIRO, M. T. F. MOORE, G. W. NEGRON-JUAREZ, R. SALESKA, S. R. STIEGLER, C. TOMASELLA, J. XU, C. |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
KURT C. SOLANDER, LOS ALAMOS NATIONAL LABORATOR BRENT D. NEWMAN, LOS ALAMOS NATIONAL LABORATORY ALESSANDRO CARIOCA DE ARAUJO, CPATU HOLLY R. BARNARD, UNIVERSITY OF COLORADO BOULDER Z. CARTER BERRY, CHAPMAN UNIVERSITY DAMIEN BONAL, INSTITUT NATIONAL DE LA RECHERCHE AGRONOMIQUE MARIO BRETFELD, KENNESAW STATE UNIVERSITY BENOIT BURBAN, INSTITUT NATIONAL DE RECHERCHE EN AGRICULTURE LUIZ ANTONIO CANDIDO, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIA ROLANDO CÉLLERI, UNIVERSIDAD DE CUENCA JEFFERY Q. CHAMBERS, LAWRENCE BERKELEY NATIONAL LABORATORY BRADLEY O. CHRISTOFFERSEN, UNIVERSITY OF TEXAS MATTEO DETTO, PRINCETON UNIVERSITY WOUTER A. DORIGO, TECHNISCHEN UNIVERSITÄT WIEN BRENT E. EWERS, UNIVERSITY OF WYOMING SAVIO JOSÉ FILGUEIRAS FERREIRA, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIA ALEXANDER KNOHL, UNIVERSITY OF GÖTTINGEN L. RUBY LEUNG, PACIFIC NORTHWEST NATIONAL LABORATORY NATE G. MCDOWELL, PACIFIC NORTHWEST NATIONAL LABORATORY GRETCHEN R. MILLER, TEXAS A&M UNIVERSITY MARIA TEREZINHA FERREIRA MONTEIRO, INSTITUTO NACIONAL DE PESQUISAS DA AMAZÔNIA GEORGIANNE W. MOORE, TEXAS A&M UNIVERSITY ROBINSON NEGRON-JUAREZ, LAWRENCE BERKELEY NATIONAL LABORATORY SCOTT R. SALESKA, UNIVERSITY OF ARIZONA CHRISTIAN STIEGLER, UNIVERSITY OF GÖTTINGEN JAVIER TOMASELLA, CENTRO NACIONAL DE MONITORAMENTO E ALERTA DE DESASTRES NATURAIS CHONGGANG XU, LOS ALAMOS NATIONAL LABORATORY. |
dc.contributor.author.fl_str_mv |
SOLANDER, K. C. NEWMAN, B. D. ARAUJO, A. C. de BARNARD, H. R. BERRY, Z. C. BONAL, D. BRETFELD, M. BURBAN, B. CANDIDO, L. A. CÉLLERI, R. CHAMBERS, J. Q. CHRISTOFFERSEN, B. O. DETTO, M. DORIGO, W. A. EWERS, B. E. FERREIRA, S. J. F. KNOHL, A. LEUNG, L. R. McDOWELL, N. G. MILLER, G. R. MONTEIRO, M. T. F. MOORE, G. W. NEGRON-JUAREZ, R. SALESKA, S. R. STIEGLER, C. TOMASELLA, J. XU, C. |
dc.subject.por.fl_str_mv |
Soil moisture Clima Mudança Climática Umidade do Solo El Nino |
topic |
Soil moisture Clima Mudança Climática Umidade do Solo El Nino |
description |
The 2015–2016 El Niño event ranks as one of the most severe on record in terms of the magnitude and extent of sea surface temperature (SST) anomalies generated in the tropical Pacific Ocean. Corresponding global impacts on the climate were expected to rival, or even surpass, those of the 1997–1998 severe El Niño event, which had SST anomalies that were similar in size. However, the 2015–2016 event failed to meet expectations for hydrologic change in many areas, including those expected to receive well above normal precipitation. To better understand how climate anomalies during an El Niño event impact soil moisture, we investigate changes in soil moisture in the humid tropics (between ± 25◦) during the three most recent super El Niño events of 1982–1983, 1997–1998 and 2015–2016, using data from the Global Land Data Assimilation System (GLDAS). First, we use in situ soil moisture observations obtained from 16 sites across five continents to validate and bias-correct estimates from GLDAS (r2 = 0.54). Next, we apply a k-means cluster analysis to the soil moisture estimates during the El Niño mature phase, resulting in four groups of clustered data. The strongest and most consistent decreases in soil moisture occur in the Amazon basin and maritime southeastern Asia, while the most consistent increases occur over eastern Africa. In addition, we compare changes in soil moisture to both precipitation and evapotranspiration, which showed a lack of agreement in the direction of change between these variables and soil moisture most prominently in the southern Amazon basin, the Sahel and mainland southeastern Asia. Our results can be used to improve estimates of spatiotemporal differences in El Niño impacts on soil moisture in tropical hydrology and ecosystem models at multiple scales. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020 2023-12-12T18:32:34Z 2023-12-12T18:32:34Z 2023-12-12 |
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 |
Hydrology and Earth System Sciences, v. 24, n. 5, p. 2303-2322, 2020. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1159556 https://doi.org/10.5194/hess-24-2303-2020 |
identifier_str_mv |
Hydrology and Earth System Sciences, v. 24, n. 5, p. 2303-2322, 2020. |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1159556 https://doi.org/10.5194/hess-24-2303-2020 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
_version_ |
1817695689288712192 |