Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/10467 |
Resumo: | We investigated how the construction of the Sobradinho dam and reservoir affected the daily streamflow of the São Francisco River, using the method of Recurrence plot (RP) and Recurrence quantification analysis (RQA) which serves to visualize and quantify the recurrences of the states in the phase space of the dynamic system. We analyzed daily streamflow time series recorded in the fluviometric station Juazeiro that is located downstream of the Sobradinho dam, for the periods before (1943-1972) and after (1980-2009) the dam construction. We observed that in the natural regime, before the dam construction, the streamflow dynamics shows characteristics of periodic and quasi-periodic process, indicated by the checkerboard patterns in RP. After the dam construction, streamflow dynamics exhibit sudden changes indicated by white bands in RP, and become less predictable, less complex, and remain s in certain laminar states for shorter periods, indicated by the decrease of the values of RQA parameters. |
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Research, Society and Development |
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Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho damAnálisis de cuantificación recurrente del caudal del río Sao Francisco: alteraciones hidrológicas provocadas por la construcción de la presa SobradinhoAnálise de quantificação de recorrência da vazão do rio São Francisco: alterações hidrológicas com a construção da barragem de SobradinhoStreamflowDamRecurrence plotRecurrence quantification analysis. CaudalPresaGráfico de recurrenciaAnálisis de cuantificación de recurrencia. VazãoBarragemGráfico de recorrênciaAnálise de quantificação de recorrência.We investigated how the construction of the Sobradinho dam and reservoir affected the daily streamflow of the São Francisco River, using the method of Recurrence plot (RP) and Recurrence quantification analysis (RQA) which serves to visualize and quantify the recurrences of the states in the phase space of the dynamic system. We analyzed daily streamflow time series recorded in the fluviometric station Juazeiro that is located downstream of the Sobradinho dam, for the periods before (1943-1972) and after (1980-2009) the dam construction. We observed that in the natural regime, before the dam construction, the streamflow dynamics shows characteristics of periodic and quasi-periodic process, indicated by the checkerboard patterns in RP. After the dam construction, streamflow dynamics exhibit sudden changes indicated by white bands in RP, and become less predictable, less complex, and remain s in certain laminar states for shorter periods, indicated by the decrease of the values of RQA parameters.Investigamos cómo la construcción de la presa y embalse de Sobradinho afectó el caudal diario del río São Francisco, utilizando el método Gráfico de recurrencia (Recurrence plot - RP) y Análisis de cuantificación de recurrencia (Reccurence quantification analysis –RQA) que sirve para visualizar y cuantificar las recurrencias de los estados en el espacio de fase del sistema dinámico. Analizamos series temporales de caudales diarios registrados en la estación fluviométrica Juazeiro que se ubica aguas abajo de la presa Sobradinho, para los períodos antes (1943-1972) y posteriores (1980-2009) a la construcción de la presa. Observamos que en el régimen natural, antes de la construcción de la presa, la dinámica de los caudales presenta características de proceso periódico y cuasiperiódico, indicado por los patrones de ajedrez en RP. Después de la construcción de la presa, la dinámica de los caudales presenta cambios repentinos indicados por bandas blancas en RP, y se vuelven menos predecibles, menos complejos y permanecen por los períodos más cortos en ciertos estados laminares, indicado por la disminución en los valores de los parámetros RQA.Investigamos como a construção da barragem e reservatório de Sobradinho afetou a vazão diário do rio São Francisco, utilizando o método de Gráfico de Recorrência (Recurrence plot - RP) e Análise de quantificação de recorrência (Reccurence quantification analysis –RQA) que serve para visualizar e quantificar as recorrências dos estados no espaço de fase do sistema dinâmico. Analisamos séries temporais de vazões diárias registradas na estação fluviométrica de Juazeiro que está localizada a jusante da barragem de Sobradinho, para os períodos antes (1943-1972) e depois (1980-2009) à construção da barragem. Observamos que no regime natural, antes da construção da barragem, a dinâmica da vazão apresenta características de processo periódico e quase periódico, indicadas pelos padrões de xadrez em RP. Após a construção da barragem a dinâmica da vazão passa a apresentar mudanças repentinas indicadas por bandas brancas no RP, tornando-se menos previsível, menos complexa, e permanece durante os períodos mais curtos em certos estados laminares, indicados pela diminuição dos valores dos parâmetros RQA.Research, Society and Development2020-12-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/1046710.33448/rsd-v9i11.10467Research, Society and Development; Vol. 9 No. 11; e87491110467Research, Society and Development; Vol. 9 Núm. 11; e87491110467Research, Society and Development; v. 9 n. 11; e874911104672525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/10467/9443Copyright (c) 2020 Leika Irabele Tenório de Santana; Ikaro Daniel de Carvalho Barreto; Lidiane da Silva Araújo; Tatijana Stosichttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessSantana, Leika Irabele Tenório de Barreto, Ikaro Daniel de CarvalhoAraújo, Lidiane da Silva Stosic, Tatijana 2020-12-10T23:37:57Zoai:ojs.pkp.sfu.ca:article/10467Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:32:32.000653Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam Análisis de cuantificación recurrente del caudal del río Sao Francisco: alteraciones hidrológicas provocadas por la construcción de la presa Sobradinho Análise de quantificação de recorrência da vazão do rio São Francisco: alterações hidrológicas com a construção da barragem de Sobradinho |
title |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
spellingShingle |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam Santana, Leika Irabele Tenório de Streamflow Dam Recurrence plot Recurrence quantification analysis. Caudal Presa Gráfico de recurrencia Análisis de cuantificación de recurrencia. Vazão Barragem Gráfico de recorrência Análise de quantificação de recorrência. |
title_short |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
title_full |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
title_fullStr |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
title_full_unstemmed |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
title_sort |
Recurrence quantification analysis of São Francisco River flow: hydrological alterations caused by the construction of Sobradinho dam |
author |
Santana, Leika Irabele Tenório de |
author_facet |
Santana, Leika Irabele Tenório de Barreto, Ikaro Daniel de Carvalho Araújo, Lidiane da Silva Stosic, Tatijana |
author_role |
author |
author2 |
Barreto, Ikaro Daniel de Carvalho Araújo, Lidiane da Silva Stosic, Tatijana |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Santana, Leika Irabele Tenório de Barreto, Ikaro Daniel de Carvalho Araújo, Lidiane da Silva Stosic, Tatijana |
dc.subject.por.fl_str_mv |
Streamflow Dam Recurrence plot Recurrence quantification analysis. Caudal Presa Gráfico de recurrencia Análisis de cuantificación de recurrencia. Vazão Barragem Gráfico de recorrência Análise de quantificação de recorrência. |
topic |
Streamflow Dam Recurrence plot Recurrence quantification analysis. Caudal Presa Gráfico de recurrencia Análisis de cuantificación de recurrencia. Vazão Barragem Gráfico de recorrência Análise de quantificação de recorrência. |
description |
We investigated how the construction of the Sobradinho dam and reservoir affected the daily streamflow of the São Francisco River, using the method of Recurrence plot (RP) and Recurrence quantification analysis (RQA) which serves to visualize and quantify the recurrences of the states in the phase space of the dynamic system. We analyzed daily streamflow time series recorded in the fluviometric station Juazeiro that is located downstream of the Sobradinho dam, for the periods before (1943-1972) and after (1980-2009) the dam construction. We observed that in the natural regime, before the dam construction, the streamflow dynamics shows characteristics of periodic and quasi-periodic process, indicated by the checkerboard patterns in RP. After the dam construction, streamflow dynamics exhibit sudden changes indicated by white bands in RP, and become less predictable, less complex, and remain s in certain laminar states for shorter periods, indicated by the decrease of the values of RQA parameters. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-06 |
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/10467 10.33448/rsd-v9i11.10467 |
url |
https://rsdjournal.org/index.php/rsd/article/view/10467 |
identifier_str_mv |
10.33448/rsd-v9i11.10467 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/10467/9443 |
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. 9 No. 11; e87491110467 Research, Society and Development; Vol. 9 Núm. 11; e87491110467 Research, Society and Development; v. 9 n. 11; e87491110467 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 |
_version_ |
1797052824489558016 |