Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs
Autor(a) principal: | |
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Data de Publicação: | 2020 |
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/8852 |
Resumo: | We investigated how the construction of the Sobradinho and Xingó dams affected the daily streamflow of the São Francisco River, using Fisher - Shannon analysis. The daily streamflow time series of the fluviometric stations Juazeiro / BA and Pão de Açúcar / AL that are located downstream of the Sobradinho and Xingó reservoirs were analyzed for the periods prior to the construction of both reservoirs, after the construction of Sobradinho and before the construction of Xingó, and after the construction of both reservoirs. We applied Fisher-Shannon analysis to streamflow subseries and in moving windows, evaluating differences using the Kruskal-Wallis test. This method simultaneously quantifies the local and global properties of the probability density function of the analyzed signal. We observed that in the natural regime the degree of temporal organization of the streamflow series decreased with an increase in the drainage area. After the construction of Sobradinho the degree of regularity of the streamflow dynamics decreased comparing to the natural regime and after the construction of Xingó we observed a more regular and more organized streamflow dynamics. Thus, the operations of the reservoirs changed the degree of regularity and temporal organization of the streamflow series, as indicated by the entropy and Fisher information values, respectively. |
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Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirsAnálisis de Fisher-Shannon de la tasa de flujo del río São Francisco: la influencia de presas y embalsesAnálise de Fisher-Shannon da vazão do rio São Francisco: a influência de barragens e reservatóriosAnálise de fisher-shannonRio São FranciscoReservatórios.Análisis de fisher-shannonRío San FranciscoReservatórios.Fisher-shannon analysisSão Francisco riverReservoirs.We investigated how the construction of the Sobradinho and Xingó dams affected the daily streamflow of the São Francisco River, using Fisher - Shannon analysis. The daily streamflow time series of the fluviometric stations Juazeiro / BA and Pão de Açúcar / AL that are located downstream of the Sobradinho and Xingó reservoirs were analyzed for the periods prior to the construction of both reservoirs, after the construction of Sobradinho and before the construction of Xingó, and after the construction of both reservoirs. We applied Fisher-Shannon analysis to streamflow subseries and in moving windows, evaluating differences using the Kruskal-Wallis test. This method simultaneously quantifies the local and global properties of the probability density function of the analyzed signal. We observed that in the natural regime the degree of temporal organization of the streamflow series decreased with an increase in the drainage area. After the construction of Sobradinho the degree of regularity of the streamflow dynamics decreased comparing to the natural regime and after the construction of Xingó we observed a more regular and more organized streamflow dynamics. Thus, the operations of the reservoirs changed the degree of regularity and temporal organization of the streamflow series, as indicated by the entropy and Fisher information values, respectively.Investigamos cómo la construcción de las presas de Sobradinho y Xingó afectó el caudal diario del río San Francisco, utilizando el análisis de Fisher-Shannon. Se analizaron las series temporales de caudal diario de las estaciones fluviométricas Juazeiro / BA y Pan de Azucar / AL que se ubican aguas abajo de los embalses de Sobradinho y Xingó para los períodos anteriores a la construcción de ambos embalses, luego de la construcción de Sobradinho y antes de la construcción de Xingó, y después de la construcción de ambos embalses. Aplicamos el análisis de Fisher-Shannon a sub series de caudal y en ventanas móviles, evaluando las diferencias mediante la prueba de Kruskal-Wallis. Este método cuantifica simultáneamente las propiedades locales y globales de la función de densidad de probabilidad de la señal analizada. Observamos que en el régimen natural el grado de organización temporal de la serie de caudales disminuyó con el aumento del área de drenaje. Posteriormente a la construcción de Sobradinho el grado de regularidad de la dinámica del caudal fluvial disminuyó en comparación con el régimen natural, luego de la construcción del Xingó observamos una dinámica fluvial más regular y organizada. Así, las operaciones de los embalses cambiaron el grado de regularidad y organización temporal de la serie de caudales, como lo indican los valores de entropía y de información de Fisher, respectivamente.Investigamos como a construção das barragens de Sobradinho e Xingó afetaram a vazão diária do rio São Francisco, usando a análise de Fisher – Shannon. Foram analisadas as séries temporais de vazão diária das estações fluviométricas de Juazeiro/BA e Pão de Açúcar/AL, que estão a jusante dos reservatórios de Sobradinho e Xingó nos períodos anterior a construção de ambos os reservatórios, depois da construção de Sobradinho e após a construção de Xingó e após a construção de ambos os reservatórios. Aplicamos a análise de Fisher-Shannon nas amostras, e em janelas móveis avaliando as diferenças por meio do teste de Kruskal-Wallis. Este método quantifica simultaneamente as propriedades locais e globais da função de densidade de probabilidade do sinal analisado. Observamos que no regime natural, o grau de organização temporal das séries de vazão diminuiu com aumento de área de drenagem. Após a construção de Sobradinho o grau de regularidade da dinâmica da vazão diminuiu em relação ao regime natural, e após a construção de Xingó observamos uma dinâmica de vazão mais regular e mais organizada. Assim, as operações dos reservatórios alteraram o grau de regularidade, e de organização temporal das séries de vazão, conforme indicado por valores de entropia e de informação de Fisher, respetivamente.Research, Society and Development2020-10-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/885210.33448/rsd-v9i10.8852Research, Society and Development; Vol. 9 No. 10; e5159108852Research, Society and Development; Vol. 9 Núm. 10; e5159108852Research, Society and Development; v. 9 n. 10; e51591088522525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/8852/7971Copyright (c) 2020 Ikaro Daniel Barreto de Carvalho; Eucymara França Nunes Santos; Tatijana Stosichttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessBarreto, Íkaro Daniel de Carvalho Santos, Eucymara França Nunes Stosic, Tatijana2020-10-31T12:03:23Zoai:ojs.pkp.sfu.ca:article/8852Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:31:14.042338Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs Análisis de Fisher-Shannon de la tasa de flujo del río São Francisco: la influencia de presas y embalses Análise de Fisher-Shannon da vazão do rio São Francisco: a influência de barragens e reservatórios |
title |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
spellingShingle |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs Barreto, Íkaro Daniel de Carvalho Análise de fisher-shannon Rio São Francisco Reservatórios. Análisis de fisher-shannon Río San Francisco Reservatórios. Fisher-shannon analysis São Francisco river Reservoirs. |
title_short |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
title_full |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
title_fullStr |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
title_full_unstemmed |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
title_sort |
Fisher-Shannon analysis of the São Francisco river flow: the influence of dams and reservoirs |
author |
Barreto, Íkaro Daniel de Carvalho |
author_facet |
Barreto, Íkaro Daniel de Carvalho Santos, Eucymara França Nunes Stosic, Tatijana |
author_role |
author |
author2 |
Santos, Eucymara França Nunes Stosic, Tatijana |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Barreto, Íkaro Daniel de Carvalho Santos, Eucymara França Nunes Stosic, Tatijana |
dc.subject.por.fl_str_mv |
Análise de fisher-shannon Rio São Francisco Reservatórios. Análisis de fisher-shannon Río San Francisco Reservatórios. Fisher-shannon analysis São Francisco river Reservoirs. |
topic |
Análise de fisher-shannon Rio São Francisco Reservatórios. Análisis de fisher-shannon Río San Francisco Reservatórios. Fisher-shannon analysis São Francisco river Reservoirs. |
description |
We investigated how the construction of the Sobradinho and Xingó dams affected the daily streamflow of the São Francisco River, using Fisher - Shannon analysis. The daily streamflow time series of the fluviometric stations Juazeiro / BA and Pão de Açúcar / AL that are located downstream of the Sobradinho and Xingó reservoirs were analyzed for the periods prior to the construction of both reservoirs, after the construction of Sobradinho and before the construction of Xingó, and after the construction of both reservoirs. We applied Fisher-Shannon analysis to streamflow subseries and in moving windows, evaluating differences using the Kruskal-Wallis test. This method simultaneously quantifies the local and global properties of the probability density function of the analyzed signal. We observed that in the natural regime the degree of temporal organization of the streamflow series decreased with an increase in the drainage area. After the construction of Sobradinho the degree of regularity of the streamflow dynamics decreased comparing to the natural regime and after the construction of Xingó we observed a more regular and more organized streamflow dynamics. Thus, the operations of the reservoirs changed the degree of regularity and temporal organization of the streamflow series, as indicated by the entropy and Fisher information values, respectively. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-10-06 |
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/8852 10.33448/rsd-v9i10.8852 |
url |
https://rsdjournal.org/index.php/rsd/article/view/8852 |
identifier_str_mv |
10.33448/rsd-v9i10.8852 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/8852/7971 |
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. 10; e5159108852 Research, Society and Development; Vol. 9 Núm. 10; e5159108852 Research, Society and Development; v. 9 n. 10; e5159108852 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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1797052781142474752 |