Streamflow Variability in Colombian Pacific Basins and Their Teleconnections with Climate Indices
Oceanic-atmospheric phenomena of different time scales concurrently might affect the streamflow in several basins around the world. The Atrato River Basin (ARB) and Patía River Basin (PRB) of the Colombian Pacific region are examples of such basins. Nevertheless, the relations between the streamflow...
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creator | Canchala, Teresita Loaiza Cerón, Wilmar Francés, Félix Carvajal-Escobar, Yesid Andreoli, Rita Kayano, Mary Alfonso-Morales, Wilfredo Caicedo-Bravo, Eduardo Ferreira de Souza, Rodrigo |
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 Patía 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 Niño/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 Niño (La Niña) 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. |
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The Atrato River Basin (ARB) and Patía 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 Niño/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 Niño (La Niña) 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.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w12020526</identifier><language>eng</language><publisher>MDPI AG</publisher><subject>Analysis ; Aquatic resources ; Brazil ; California ; Colombia ; South America ; Southern oscillation ; Streamflow</subject><ispartof>Water (Basel), 2020-02, Vol.12 (2), p.526</ispartof><rights>COPYRIGHT 2020 MDPI AG</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c303t-a6d21b433594902ae2ef536b3959b8b541c0292a6825762dbad7e222de10dc513</citedby><cites>FETCH-LOGICAL-c303t-a6d21b433594902ae2ef536b3959b8b541c0292a6825762dbad7e222de10dc513</cites><orcidid>0000-0003-1901-9572 ; 0000-0002-5208-5515 ; 0000-0002-3091-6082 ; 0000-0003-0727-2917 ; 0000-0002-2516-295X ; 0000-0003-1173-4969</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Canchala, Teresita</creatorcontrib><creatorcontrib>Loaiza Cerón, Wilmar</creatorcontrib><creatorcontrib>Francés, Félix</creatorcontrib><creatorcontrib>Carvajal-Escobar, Yesid</creatorcontrib><creatorcontrib>Andreoli, Rita</creatorcontrib><creatorcontrib>Kayano, Mary</creatorcontrib><creatorcontrib>Alfonso-Morales, Wilfredo</creatorcontrib><creatorcontrib>Caicedo-Bravo, Eduardo</creatorcontrib><creatorcontrib>Ferreira de Souza, Rodrigo</creatorcontrib><title>Streamflow Variability in Colombian Pacific Basins and Their Teleconnections with Climate Indices</title><title>Water (Basel)</title><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 Patía 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 Niño/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 Niño (La Niña) 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.</description><subject>Analysis</subject><subject>Aquatic resources</subject><subject>Brazil</subject><subject>California</subject><subject>Colombia</subject><subject>South America</subject><subject>Southern oscillation</subject><subject>Streamflow</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNpNUE1LxDAQDaLgsu7Bf5Crh12TSdM2x7X4sbCg4Oq1pMnUHWlTSQrL_nsrK-K8wwzzeI_HY-xaipVSRtweJAgQGvIzNgNRqGWWZfL8333JFil9imkyU5ZazJh9HSPavu2GA3-3kWxDHY1HToFXQzf0DdnAX6yjlhy_s4lC4jZ4vtsjRb7DDt0QArqRhok50LjnVUe9HZFvgieH6YpdtLZLuPjdc_b2cL-rnpbb58dNtd4unRJqXNrcg2wypbTJjACLgK1WeaOMNk3Z6Ew6AQZsXoIucvCN9QUCgEcpvNNSzdnq5PthO6wptMMYrZvgsacpJLY0_deFkWAyaWAS3JwELg4pRWzrrzglj8daivqnz_qvT_UNiVxnLQ</recordid><startdate>20200201</startdate><enddate>20200201</enddate><creator>Canchala, Teresita</creator><creator>Loaiza Cerón, Wilmar</creator><creator>Francés, Félix</creator><creator>Carvajal-Escobar, Yesid</creator><creator>Andreoli, Rita</creator><creator>Kayano, Mary</creator><creator>Alfonso-Morales, Wilfredo</creator><creator>Caicedo-Bravo, Eduardo</creator><creator>Ferreira de Souza, Rodrigo</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-1901-9572</orcidid><orcidid>https://orcid.org/0000-0002-5208-5515</orcidid><orcidid>https://orcid.org/0000-0002-3091-6082</orcidid><orcidid>https://orcid.org/0000-0003-0727-2917</orcidid><orcidid>https://orcid.org/0000-0002-2516-295X</orcidid><orcidid>https://orcid.org/0000-0003-1173-4969</orcidid></search><sort><creationdate>20200201</creationdate><title>Streamflow Variability in Colombian Pacific Basins and Their Teleconnections with Climate Indices</title><author>Canchala, Teresita ; Loaiza Cerón, Wilmar ; Francés, Félix ; Carvajal-Escobar, Yesid ; Andreoli, Rita ; Kayano, Mary ; Alfonso-Morales, Wilfredo ; Caicedo-Bravo, Eduardo ; Ferreira de Souza, Rodrigo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c303t-a6d21b433594902ae2ef536b3959b8b541c0292a6825762dbad7e222de10dc513</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Analysis</topic><topic>Aquatic resources</topic><topic>Brazil</topic><topic>California</topic><topic>Colombia</topic><topic>South America</topic><topic>Southern oscillation</topic><topic>Streamflow</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Canchala, Teresita</creatorcontrib><creatorcontrib>Loaiza Cerón, Wilmar</creatorcontrib><creatorcontrib>Francés, Félix</creatorcontrib><creatorcontrib>Carvajal-Escobar, Yesid</creatorcontrib><creatorcontrib>Andreoli, Rita</creatorcontrib><creatorcontrib>Kayano, Mary</creatorcontrib><creatorcontrib>Alfonso-Morales, Wilfredo</creatorcontrib><creatorcontrib>Caicedo-Bravo, Eduardo</creatorcontrib><creatorcontrib>Ferreira de Souza, Rodrigo</creatorcontrib><collection>CrossRef</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Canchala, Teresita</au><au>Loaiza Cerón, Wilmar</au><au>Francés, Félix</au><au>Carvajal-Escobar, Yesid</au><au>Andreoli, Rita</au><au>Kayano, Mary</au><au>Alfonso-Morales, Wilfredo</au><au>Caicedo-Bravo, Eduardo</au><au>Ferreira de Souza, Rodrigo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Streamflow Variability in Colombian Pacific Basins and Their Teleconnections with Climate Indices</atitle><jtitle>Water (Basel)</jtitle><date>2020-02-01</date><risdate>2020</risdate><volume>12</volume><issue>2</issue><spage>526</spage><pages>526-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>Oceanic-atmospheric phenomena of different time scales concurrently might affect the streamflow in several basins around the world. The Atrato River Basin (ARB) and Patía 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 Niño/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 Niño (La Niña) 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.</abstract><pub>MDPI AG</pub><doi>10.3390/w12020526</doi><orcidid>https://orcid.org/0000-0003-1901-9572</orcidid><orcidid>https://orcid.org/0000-0002-5208-5515</orcidid><orcidid>https://orcid.org/0000-0002-3091-6082</orcidid><orcidid>https://orcid.org/0000-0003-0727-2917</orcidid><orcidid>https://orcid.org/0000-0002-2516-295X</orcidid><orcidid>https://orcid.org/0000-0003-1173-4969</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Aquatic resources Brazil California Colombia South America Southern oscillation Streamflow |
title | Streamflow Variability in Colombian Pacific Basins and Their Teleconnections with Climate Indices |
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