Streamflow variability in colombian pacific basins and their teleconnections with climate indices
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional do INPA |
Texto Completo: | https://repositorio.inpa.gov.br/handle/1/15456 |
Resumo: | Oceanic-atmospheric phenomena of different time scales concurrently might affect the streamflow in several basins around the world. The Atrato River Basin (ARB) and Patia River Basin (PRB) of the Colombian Pacific region are examples of such basins. Nevertheless, the relations between the streamflows in the ARB and PRB and the oceanic-atmospheric factors have not been examined considering different temporal scales. Hence, this article studies the relations of the climate indices and the variability of the streamflows in the ARB and PRB at interannual and decadal timescales. To this, the streamflow variability modes were obtained from the principal component analysis (PCA); furthermore, their linear dependence with indices of the El Nino/Southern Oscillation (ENSO), precipitation (PRP), the Choco low-level jet (CJ), and other indices were quantified through (a) Pearson and Kendall's tau correlations, and (b) wavelet transform. The PCA presented a single significant mode for each basin, with an explained variance of around 80%. The correlation analyses between the PC1s of the ARB and PRB, and the climate indices showed significant positive (negative) high correlations with PRP, CJ, and Southern Oscillation Index (SOI) (ENSO indices). The wavelet coherence analysis showed significant coherencies between ENSO and ARB: at interannual (2-7 years) and decadal scale (8-14), preferably with the sea surface temperature (SST) in the east and west Tropical Pacific Ocean (TPO). For PRB with the SST in the central and western regions of the TPO in the interannual (4-8 years) and decadal (8-14 years) scales, the decreases (increases) in streamflow precede the El Nino (La Nina) events. These results indicate multiscale relations between the basins' streamflow and climate phenomena not documented in previous works, relevant to forecast the extreme flow events in the Colombian Pacific rivers and for planning and implementing strategies for the sustainable use of water resources in the basins studied. © 2020 by the authors. |
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Canchala, TeresitaCerón, Wilmar LoaizaFrances, FelixCarvajal-Escobar, YesidAndreoli, Rita ValériaKayano, Mary ToshieAlfonso-Morales, WilfredoCaicedo-Bravo, EduardoSouza, Rodrigo Augusto Ferreira de2020-05-14T14:27:39Z2020-05-14T14:27:39Z2020https://repositorio.inpa.gov.br/handle/1/1545610.3390/w12020526Oceanic-atmospheric phenomena of different time scales concurrently might affect the streamflow in several basins around the world. The Atrato River Basin (ARB) and Patia River Basin (PRB) of the Colombian Pacific region are examples of such basins. Nevertheless, the relations between the streamflows in the ARB and PRB and the oceanic-atmospheric factors have not been examined considering different temporal scales. Hence, this article studies the relations of the climate indices and the variability of the streamflows in the ARB and PRB at interannual and decadal timescales. To this, the streamflow variability modes were obtained from the principal component analysis (PCA); furthermore, their linear dependence with indices of the El Nino/Southern Oscillation (ENSO), precipitation (PRP), the Choco low-level jet (CJ), and other indices were quantified through (a) Pearson and Kendall's tau correlations, and (b) wavelet transform. The PCA presented a single significant mode for each basin, with an explained variance of around 80%. The correlation analyses between the PC1s of the ARB and PRB, and the climate indices showed significant positive (negative) high correlations with PRP, CJ, and Southern Oscillation Index (SOI) (ENSO indices). The wavelet coherence analysis showed significant coherencies between ENSO and ARB: at interannual (2-7 years) and decadal scale (8-14), preferably with the sea surface temperature (SST) in the east and west Tropical Pacific Ocean (TPO). For PRB with the SST in the central and western regions of the TPO in the interannual (4-8 years) and decadal (8-14 years) scales, the decreases (increases) in streamflow precede the El Nino (La Nina) events. These results indicate multiscale relations between the basins' streamflow and climate phenomena not documented in previous works, relevant to forecast the extreme flow events in the Colombian Pacific rivers and for planning and implementing strategies for the sustainable use of water resources in the basins studied. © 2020 by the authors.Volume 12, Número 2Attribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessAtmospheric MovementsAtmospheric PressureClimatologyOceanographyRiversStream FlowWatershedsWavelet AnalysisWavelet TransformsAtmospheric PhenomenaClimate IndexColombiansEl Nino/southern OscillationsSea Surface Temperature (sst)Southern Oscillation IndexStreamflow VariabilityPacific Ocean (tropical)Principal Component AnalysisEl Nino-southern OscillationPrincipal Component AnalysisSea Surface TemperatureStream FlowSustainabilityTeleconnectionWater ResourcesWavelet AnalysisAtrato RiverChocoColombiaPacific OceanPacific Ocean (tropical)Patia RiverStreamflow variability in colombian pacific basins and their teleconnections with climate indicesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleWater (Switzerland)engreponame:Repositório Institucional do INPAinstname:Instituto Nacional de Pesquisas da Amazônia (INPA)instacron:INPAORIGINALStreamflow.pdfStreamflow.pdfapplication/pdf8226118https://repositorio.inpa.gov.br/bitstream/1/15456/1/Streamflow.pdf0e5cdbd29c72e4842f6c22506f9a3ce5MD511/154562020-05-29 10:45:47.857oai:repositorio:1/15456Repositório de PublicaçõesPUBhttps://repositorio.inpa.gov.br/oai/requestopendoar:2020-05-29T14:45:47Repositório Institucional do INPA - Instituto Nacional de Pesquisas da Amazônia (INPA)false |
dc.title.en.fl_str_mv |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
title |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
spellingShingle |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices Canchala, Teresita Atmospheric Movements Atmospheric Pressure Climatology Oceanography Rivers Stream Flow Watersheds Wavelet Analysis Wavelet Transforms Atmospheric Phenomena Climate Index Colombians El Nino/southern Oscillations Sea Surface Temperature (sst) Southern Oscillation Index Streamflow Variability Pacific Ocean (tropical) Principal Component Analysis El Nino-southern Oscillation Principal Component Analysis Sea Surface Temperature Stream Flow Sustainability Teleconnection Water Resources Wavelet Analysis Atrato River Choco Colombia Pacific Ocean Pacific Ocean (tropical) Patia River |
title_short |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
title_full |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
title_fullStr |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
title_full_unstemmed |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
title_sort |
Streamflow variability in colombian pacific basins and their teleconnections with climate indices |
author |
Canchala, Teresita |
author_facet |
Canchala, Teresita Cerón, Wilmar Loaiza Frances, Felix Carvajal-Escobar, Yesid Andreoli, Rita Valéria Kayano, Mary Toshie Alfonso-Morales, Wilfredo Caicedo-Bravo, Eduardo Souza, Rodrigo Augusto Ferreira de |
author_role |
author |
author2 |
Cerón, Wilmar Loaiza Frances, Felix Carvajal-Escobar, Yesid Andreoli, Rita Valéria Kayano, Mary Toshie Alfonso-Morales, Wilfredo Caicedo-Bravo, Eduardo Souza, Rodrigo Augusto Ferreira de |
author2_role |
author author author author author author author author |
dc.contributor.author.fl_str_mv |
Canchala, Teresita Cerón, Wilmar Loaiza Frances, Felix Carvajal-Escobar, Yesid Andreoli, Rita Valéria Kayano, Mary Toshie Alfonso-Morales, Wilfredo Caicedo-Bravo, Eduardo Souza, Rodrigo Augusto Ferreira de |
dc.subject.eng.fl_str_mv |
Atmospheric Movements Atmospheric Pressure Climatology Oceanography Rivers Stream Flow Watersheds Wavelet Analysis Wavelet Transforms Atmospheric Phenomena Climate Index Colombians El Nino/southern Oscillations Sea Surface Temperature (sst) Southern Oscillation Index Streamflow Variability Pacific Ocean (tropical) Principal Component Analysis El Nino-southern Oscillation Principal Component Analysis Sea Surface Temperature Stream Flow Sustainability Teleconnection Water Resources Wavelet Analysis Atrato River Choco Colombia Pacific Ocean Pacific Ocean (tropical) Patia River |
topic |
Atmospheric Movements Atmospheric Pressure Climatology Oceanography Rivers Stream Flow Watersheds Wavelet Analysis Wavelet Transforms Atmospheric Phenomena Climate Index Colombians El Nino/southern Oscillations Sea Surface Temperature (sst) Southern Oscillation Index Streamflow Variability Pacific Ocean (tropical) Principal Component Analysis El Nino-southern Oscillation Principal Component Analysis Sea Surface Temperature Stream Flow Sustainability Teleconnection Water Resources Wavelet Analysis Atrato River Choco Colombia Pacific Ocean Pacific Ocean (tropical) Patia River |
description |
Oceanic-atmospheric phenomena of different time scales concurrently might affect the streamflow in several basins around the world. The Atrato River Basin (ARB) and Patia River Basin (PRB) of the Colombian Pacific region are examples of such basins. Nevertheless, the relations between the streamflows in the ARB and PRB and the oceanic-atmospheric factors have not been examined considering different temporal scales. Hence, this article studies the relations of the climate indices and the variability of the streamflows in the ARB and PRB at interannual and decadal timescales. To this, the streamflow variability modes were obtained from the principal component analysis (PCA); furthermore, their linear dependence with indices of the El Nino/Southern Oscillation (ENSO), precipitation (PRP), the Choco low-level jet (CJ), and other indices were quantified through (a) Pearson and Kendall's tau correlations, and (b) wavelet transform. The PCA presented a single significant mode for each basin, with an explained variance of around 80%. The correlation analyses between the PC1s of the ARB and PRB, and the climate indices showed significant positive (negative) high correlations with PRP, CJ, and Southern Oscillation Index (SOI) (ENSO indices). The wavelet coherence analysis showed significant coherencies between ENSO and ARB: at interannual (2-7 years) and decadal scale (8-14), preferably with the sea surface temperature (SST) in the east and west Tropical Pacific Ocean (TPO). For PRB with the SST in the central and western regions of the TPO in the interannual (4-8 years) and decadal (8-14 years) scales, the decreases (increases) in streamflow precede the El Nino (La Nina) events. These results indicate multiscale relations between the basins' streamflow and climate phenomena not documented in previous works, relevant to forecast the extreme flow events in the Colombian Pacific rivers and for planning and implementing strategies for the sustainable use of water resources in the basins studied. © 2020 by the authors. |
publishDate |
2020 |
dc.date.accessioned.fl_str_mv |
2020-05-14T14:27:39Z |
dc.date.available.fl_str_mv |
2020-05-14T14:27:39Z |
dc.date.issued.fl_str_mv |
2020 |
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 |
https://repositorio.inpa.gov.br/handle/1/15456 |
dc.identifier.doi.none.fl_str_mv |
10.3390/w12020526 |
url |
https://repositorio.inpa.gov.br/handle/1/15456 |
identifier_str_mv |
10.3390/w12020526 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.pt_BR.fl_str_mv |
Volume 12, Número 2 |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Water (Switzerland) |
publisher.none.fl_str_mv |
Water (Switzerland) |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional do INPA instname:Instituto Nacional de Pesquisas da Amazônia (INPA) instacron:INPA |
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INPA |
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INPA |
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Repositório Institucional do INPA |
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Repositório Institucional do INPA |
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https://repositorio.inpa.gov.br/bitstream/1/15456/1/Streamflow.pdf |
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