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The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil
Water scarcity in Northeast Brazil has caused latent perturbations in hydropower generation, which is undesirable for Energy Planning. Thus, this study aims to identify the influence of climate on hydropower generation by Sobradinho Dam in Bahia by: (i) assessing the streamflow climatology (1964–201...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789118/ https://www.ncbi.nlm.nih.gov/pubmed/35077461 http://dx.doi.org/10.1371/journal.pone.0259951 |
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author | Santos, Nicorray de Queiroz Lima, Kellen Carla Spyrides, Maria Helena Constantino |
author_facet | Santos, Nicorray de Queiroz Lima, Kellen Carla Spyrides, Maria Helena Constantino |
author_sort | Santos, Nicorray de Queiroz |
collection | PubMed |
description | Water scarcity in Northeast Brazil has caused latent perturbations in hydropower generation, which is undesirable for Energy Planning. Thus, this study aims to identify the influence of climate on hydropower generation by Sobradinho Dam in Bahia by: (i) assessing the streamflow climatology (1964–2017) and rainfall (1964–2015) through time series analysis, hypothesis testing and cluster analysis; (ii) assessing hydropower generation (2000–2017) using climate and energy data, through principal component analysis and dynamic regression models. The results indicated reductions of up to 30% in the mean climatological streamflow patterns; and reductions in rainfall amounts of 22.9%, 13.3% and 12.4% at latitudes 9°, 12°and 13°South, respectively. Decreasing trends were found in simulations of hydropower generation under the influence of different climate variables. Thus, the hydroelectric system operates in contingency, due to the growing energy load demand resulting in more energy imports in Northeast Brazil. |
format | Online Article Text |
id | pubmed-8789118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87891182022-01-26 The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil Santos, Nicorray de Queiroz Lima, Kellen Carla Spyrides, Maria Helena Constantino PLoS One Research Article Water scarcity in Northeast Brazil has caused latent perturbations in hydropower generation, which is undesirable for Energy Planning. Thus, this study aims to identify the influence of climate on hydropower generation by Sobradinho Dam in Bahia by: (i) assessing the streamflow climatology (1964–2017) and rainfall (1964–2015) through time series analysis, hypothesis testing and cluster analysis; (ii) assessing hydropower generation (2000–2017) using climate and energy data, through principal component analysis and dynamic regression models. The results indicated reductions of up to 30% in the mean climatological streamflow patterns; and reductions in rainfall amounts of 22.9%, 13.3% and 12.4% at latitudes 9°, 12°and 13°South, respectively. Decreasing trends were found in simulations of hydropower generation under the influence of different climate variables. Thus, the hydroelectric system operates in contingency, due to the growing energy load demand resulting in more energy imports in Northeast Brazil. Public Library of Science 2022-01-25 /pmc/articles/PMC8789118/ /pubmed/35077461 http://dx.doi.org/10.1371/journal.pone.0259951 Text en © 2022 Santos et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Santos, Nicorray de Queiroz Lima, Kellen Carla Spyrides, Maria Helena Constantino The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title | The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title_full | The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title_fullStr | The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title_full_unstemmed | The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title_short | The dependence of hydropower planning in relation to the influence of climate in Northeast Brazil |
title_sort | dependence of hydropower planning in relation to the influence of climate in northeast brazil |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789118/ https://www.ncbi.nlm.nih.gov/pubmed/35077461 http://dx.doi.org/10.1371/journal.pone.0259951 |
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