Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão)
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
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/33772 |
Resumo: | Located in the state of Paraíba, the Epitácio Pessoa reservoir represents one of the main springs in the northeast, responsible for supplying the important city of Campina Grande, and other neighboring cities. The reservoir reached the lowest volumetric level017 of its innovations in March, when it reached about 3% of its total water storage capacity, it has the possibility of replenishing without water supply in cities that depend on its water availability. During the imminent threat, still in March 2017, the dam started in the waters of the São Francisco River Transposition, which came to change the chaotic scenario that is found in the reserve. Therefore, the present work aimed to analyze the volumetric behavior of the Epitácio Pessoa weir between January 2012 and June 2022 through the study of the time series of the weir available on the AESA website. Using the R 4.1.2 software, through the 'autoarima' function of the 'forecast' package, it was possible to verify that the ARIMA model (therefore better accuracy) was chosen to describe the series of behavior. the volumetric behavior expected for the following months (July to December 2022). |
id |
UNIFEI_3d798c6b7004c42da88a08644a3177a0 |
---|---|
oai_identifier_str |
oai:ojs.pkp.sfu.ca:article/33772 |
network_acronym_str |
UNIFEI |
network_name_str |
Research, Society and Development |
repository_id_str |
|
spelling |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão)Modelado de datos volumétricos del embalse Epitácio Pessoa (Boqueirão)Modelagem de dados volumétricos do açude Epitácio Pessoa (Boqueirão)Time seriesDamTransposition of the São Francisco RiverParaíba.Series de tiempoPresaTransposición del Río São FranciscoParaíba.Séries TemporaisRepresaTransposição do Rio São FranciscoParaíba.Located in the state of Paraíba, the Epitácio Pessoa reservoir represents one of the main springs in the northeast, responsible for supplying the important city of Campina Grande, and other neighboring cities. The reservoir reached the lowest volumetric level017 of its innovations in March, when it reached about 3% of its total water storage capacity, it has the possibility of replenishing without water supply in cities that depend on its water availability. During the imminent threat, still in March 2017, the dam started in the waters of the São Francisco River Transposition, which came to change the chaotic scenario that is found in the reserve. Therefore, the present work aimed to analyze the volumetric behavior of the Epitácio Pessoa weir between January 2012 and June 2022 through the study of the time series of the weir available on the AESA website. Using the R 4.1.2 software, through the 'autoarima' function of the 'forecast' package, it was possible to verify that the ARIMA model (therefore better accuracy) was chosen to describe the series of behavior. the volumetric behavior expected for the following months (July to December 2022).Ubicado en el estado de Paraíba, el embalse Epitácio Pessoa representa una de las principales fuentes del nordeste, responsable por el abastecimiento de la importante ciudad de Campina Grande y de otras ciudades vecinas. El embalse mencionado alcanzó el nivel volumétrico más bajo desde su apertura en marzo de 2017, cuando alcanzó cerca del 3% de su capacidad total de almacenamiento de agua, con la posibilidad de un colapso en el suministro de agua de las ciudades que dependían de su disponibilidad de agua. En medio de la amenaza inminente, aún en marzo de 2017, la presa pasó a recibir las aguas de la Transposición del Río São Francisco, que vino a cambiar el caótico escenario en el que se encontraba el embalse. Por lo tanto, el presente trabajo tuvo como objetivo analizar el comportamiento volumétrico del vertedero Epitácio Pessoa entre enero de 2012 y junio de 2022 a través del estudio de la serie temporal del vertedero disponible en el sitio web de AESA. Utilizando el software R 4.1.2, a través de la función 'auto.arima' del paquete 'forecast', se pudo verificar que el modelo ARIMA(2,1,0) presentaba mejor precisión, por lo que se eligió para describir la comportamiento de la serie y a través de ella se pudo estimar el comportamiento volumétrico esperado para los siguientes meses (julio a diciembre de 2022).Localizado no Estado da Paraíba, o açude Epitácio Pessoa representa um dos principais mananciais nordestinos, responsável por abastecer a importante cidade de Campina Grande, e demais cidades vizinhas. O referido açude chegou ao nível volumétrico mais baixo desde sua inauguração em março de 2017, quando atingiu cerca de 3% de sua capacidade total de armazenamento de água, havendo a possibilidade de colapso no abastecimento de água das cidades que dependiam de sua disponibilidade hídrica. Em meio à ameaça iminente, ainda em março de 2017, o açude começou a receber as águas da Transposição do Rio São Francisco, que veio para modificar o cenário caótico em que se encontrava o reservatório. Diante disto, o presente trabalho teve por objetivo analisar o comportamento volumétrico do açude Epitácio Pessoa entre janeiro de 2012 e junho de 2022 fazendo o estudo das séries temporais do açude disponibilizadas no site da AESA. Utilizando o software R 4.1.2, por meio da função ‘auto.arima’ do pacote ‘forecast’, foi possível verificar que o modelo ARIMA(2,1,0) demonstrou melhor acurácia, portanto foi escolhido para descrever o comportamento da série e por meio dele foi possível estimar o comportamento volumétrico esperado para os meses seguintes (julho a dezembro de 2022).Research, Society and Development2022-08-26info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3377210.33448/rsd-v11i11.33772Research, Society and Development; Vol. 11 No. 11; e409111133772Research, Society and Development; Vol. 11 Núm. 11; e409111133772Research, Society and Development; v. 11 n. 11; e4091111337722525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/33772/28560Copyright (c) 2022 Ana Clara da Silva Morais; Nyedja Fialho Morais Barbosahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessMorais, Ana Clara da SilvaBarbosa, Nyedja Fialho Morais2022-09-05T13:24:46Zoai:ojs.pkp.sfu.ca:article/33772Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:49:19.694361Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) Modelado de datos volumétricos del embalse Epitácio Pessoa (Boqueirão) Modelagem de dados volumétricos do açude Epitácio Pessoa (Boqueirão) |
title |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
spellingShingle |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) Morais, Ana Clara da Silva Time series Dam Transposition of the São Francisco River Paraíba. Series de tiempo Presa Transposición del Río São Francisco Paraíba. Séries Temporais Represa Transposição do Rio São Francisco Paraíba. |
title_short |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
title_full |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
title_fullStr |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
title_full_unstemmed |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
title_sort |
Modeling of volumetric data from the Epitácio Pessoa reservoir (Boqueirão) |
author |
Morais, Ana Clara da Silva |
author_facet |
Morais, Ana Clara da Silva Barbosa, Nyedja Fialho Morais |
author_role |
author |
author2 |
Barbosa, Nyedja Fialho Morais |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Morais, Ana Clara da Silva Barbosa, Nyedja Fialho Morais |
dc.subject.por.fl_str_mv |
Time series Dam Transposition of the São Francisco River Paraíba. Series de tiempo Presa Transposición del Río São Francisco Paraíba. Séries Temporais Represa Transposição do Rio São Francisco Paraíba. |
topic |
Time series Dam Transposition of the São Francisco River Paraíba. Series de tiempo Presa Transposición del Río São Francisco Paraíba. Séries Temporais Represa Transposição do Rio São Francisco Paraíba. |
description |
Located in the state of Paraíba, the Epitácio Pessoa reservoir represents one of the main springs in the northeast, responsible for supplying the important city of Campina Grande, and other neighboring cities. The reservoir reached the lowest volumetric level017 of its innovations in March, when it reached about 3% of its total water storage capacity, it has the possibility of replenishing without water supply in cities that depend on its water availability. During the imminent threat, still in March 2017, the dam started in the waters of the São Francisco River Transposition, which came to change the chaotic scenario that is found in the reserve. Therefore, the present work aimed to analyze the volumetric behavior of the Epitácio Pessoa weir between January 2012 and June 2022 through the study of the time series of the weir available on the AESA website. Using the R 4.1.2 software, through the 'autoarima' function of the 'forecast' package, it was possible to verify that the ARIMA model (therefore better accuracy) was chosen to describe the series of behavior. the volumetric behavior expected for the following months (July to December 2022). |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-08-26 |
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/33772 10.33448/rsd-v11i11.33772 |
url |
https://rsdjournal.org/index.php/rsd/article/view/33772 |
identifier_str_mv |
10.33448/rsd-v11i11.33772 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/33772/28560 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Ana Clara da Silva Morais; Nyedja Fialho Morais Barbosa https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Ana Clara da Silva Morais; Nyedja Fialho Morais Barbosa 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. 11 No. 11; e409111133772 Research, Society and Development; Vol. 11 Núm. 11; e409111133772 Research, Society and Development; v. 11 n. 11; e409111133772 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_ |
1797052827454930944 |