Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009)
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Tipo de documento: | Trabalho de conclusão de curso |
Idioma: | por |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://hdl.handle.net/11449/214154 |
Resumo: | For millennia, the challenge of civilizations was the management of water and the use of its potential, but currently the great challenge is the conservation and recovery of the quantity and, mainly, quality of water. Data from Companhia Ambiental Paulista (CETESB) shows that 39% of Brazilian municipalities are supplied by underground water and 14% have mixed supply systems. It also indicates that the state of São Paulo has more than half of its municipalities supplied only by groundwater. The Bauru Aquifer System (BAS) is one of the most used systems for water supply in the state of São Paulo and, due to its characteristic subsurface formation, it is vulnerable to contamination by agricultural activities, sanitary sewage, etc. CETESB monitors the BAS through collection wells, which provide important system information, however punctual. Thus for spatiotemporal monitoring, geostatistics is a tool that makes it possible to analyze the variability and correlations between different parameters. The present study used data from 75 CETESB monitoring wells, in the 2007-2009 triennium, and aimed to evaluate the spatial and temporal variability of the concentrations of total dissolved solids (TDS), nitrate (NNO3) and chloride (Cl-) in the BAS. Data evaluation consisted of descriptive statistical analysis, linear and semivariographic correlation and, finally, the production of maps of concentration estimates, by kriging. The results indicated a high linear correlation between the parameters, mainly between nitrate and chloride (R² = 0.810) and BAS and chloride (R² = 0.734). And, by geostatistics, good results were also observed, since all parameters showed spatial dependence, regardless of the period analyzed, visible by semivariographic adjustments and well-delineated maps of spatial variability. Only nitrate concentrations above the potability limit established by the Ministry of Health were verified – which corroborated with previous work carried out at the BAS. |
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Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009)GroundwaterChlorideGeostatisticsNitrateTotal dissolved solidsÁguas subterrâneasCloretoGeoestatísticaNitratoSólidos dissolvidos totaisFor millennia, the challenge of civilizations was the management of water and the use of its potential, but currently the great challenge is the conservation and recovery of the quantity and, mainly, quality of water. Data from Companhia Ambiental Paulista (CETESB) shows that 39% of Brazilian municipalities are supplied by underground water and 14% have mixed supply systems. It also indicates that the state of São Paulo has more than half of its municipalities supplied only by groundwater. The Bauru Aquifer System (BAS) is one of the most used systems for water supply in the state of São Paulo and, due to its characteristic subsurface formation, it is vulnerable to contamination by agricultural activities, sanitary sewage, etc. CETESB monitors the BAS through collection wells, which provide important system information, however punctual. Thus for spatiotemporal monitoring, geostatistics is a tool that makes it possible to analyze the variability and correlations between different parameters. The present study used data from 75 CETESB monitoring wells, in the 2007-2009 triennium, and aimed to evaluate the spatial and temporal variability of the concentrations of total dissolved solids (TDS), nitrate (NNO3) and chloride (Cl-) in the BAS. Data evaluation consisted of descriptive statistical analysis, linear and semivariographic correlation and, finally, the production of maps of concentration estimates, by kriging. The results indicated a high linear correlation between the parameters, mainly between nitrate and chloride (R² = 0.810) and BAS and chloride (R² = 0.734). And, by geostatistics, good results were also observed, since all parameters showed spatial dependence, regardless of the period analyzed, visible by semivariographic adjustments and well-delineated maps of spatial variability. Only nitrate concentrations above the potability limit established by the Ministry of Health were verified – which corroborated with previous work carried out at the BAS.Por milênios, o desafio das civilizações era o manejo da água e uso de suas potencialidades, mas atualmente o grande desafio é a conservação e recuperação da quantidade e, principalmente, qualidade da água. Dados da Companhia Ambiental Paulista (CETESB) apontam que 39% dos municípios brasileiros são abastecidos por águas subterrâneas e 14% possuem sistemas de abastecimento misto. Ainda indica que o estado de São Paulo possui mais da metade de seus municípios abastecidos somente por águas subterrâneas. O Sistema Aquífero Bauru (SAB) é um dos sistemas mais utilizados para abastecimento no estado de São Paulo e, devido a sua formação característica subsuperficial, possui vulnerabilidade a contaminação por atividades agrícolas, esgotos sanitários, etc. A CETESB realiza o monitoramento do SAB através de poços de coleta, o qual fornece importantes informações do sistema, porém pontuais. Assim, para o monitoramento espaçotemporal a geoestatística é uma ferramenta que possibilita analisar a variabilidade e correlações entre diversos parâmetros. O presente estudo utilizou dados de 75 poços de monitoramento da CETESB, no triênio 2007-2009, e objetivou avaliar a variabilidade espacial e temporal das concentrações de sólidos dissolvidos totais (SDT), nitrato (N-NO3) e cloreto (Cl-) no SAB. A avaliação dos dados consistiu na análise estatística descritiva, de correlação linear e semivariográfica e, por fim, a produção de mapas das estimativas de concentrações, por krigagem. Os resultados indicaram elevada correlação linear entre os parâmetros, principalmente entre o nitrato e o cloreto (R² = 0,810) e SDT e cloreto (R²= 0,734). E, pela geoestatística, bons resultados também foram observados, uma vez que todos os parâmetros apresentaram dependência espacial, independente do período analisado, visíveis pelos ajustes semivariográficos e mapas bem delineados da variabilidade espacial. Foram verificadas apenas as concentrações de nitrato acima do limite de potabilidade estabelecido pelo Ministério da Saúde – as quais corroboraram com trabalhos realizados anteriormente no SAB.Não recebi financiamentoUniversidade Estadual Paulista (UNESP)Lima, César Gustavo da RochaUniversidade Estadual Paulista (Unesp)Cardoso, Amanda Botelho2021-08-24T14:17:45Z2021-08-24T14:17:45Z2021-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfhttp://hdl.handle.net/11449/214154porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESP2024-07-10T18:06:28Zoai:repositorio.unesp.br:11449/214154Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:03:28.285388Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
title |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
spellingShingle |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) Cardoso, Amanda Botelho Groundwater Chloride Geostatistics Nitrate Total dissolved solids Águas subterrâneas Cloreto Geoestatística Nitrato Sólidos dissolvidos totais |
title_short |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
title_full |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
title_fullStr |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
title_full_unstemmed |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
title_sort |
Análise espaço-temporal de sólidos totais dissolvidos, nitrato e cloreto total no Aquífero Bauru (2007-2009) |
author |
Cardoso, Amanda Botelho |
author_facet |
Cardoso, Amanda Botelho |
author_role |
author |
dc.contributor.none.fl_str_mv |
Lima, César Gustavo da Rocha Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Cardoso, Amanda Botelho |
dc.subject.por.fl_str_mv |
Groundwater Chloride Geostatistics Nitrate Total dissolved solids Águas subterrâneas Cloreto Geoestatística Nitrato Sólidos dissolvidos totais |
topic |
Groundwater Chloride Geostatistics Nitrate Total dissolved solids Águas subterrâneas Cloreto Geoestatística Nitrato Sólidos dissolvidos totais |
description |
For millennia, the challenge of civilizations was the management of water and the use of its potential, but currently the great challenge is the conservation and recovery of the quantity and, mainly, quality of water. Data from Companhia Ambiental Paulista (CETESB) shows that 39% of Brazilian municipalities are supplied by underground water and 14% have mixed supply systems. It also indicates that the state of São Paulo has more than half of its municipalities supplied only by groundwater. The Bauru Aquifer System (BAS) is one of the most used systems for water supply in the state of São Paulo and, due to its characteristic subsurface formation, it is vulnerable to contamination by agricultural activities, sanitary sewage, etc. CETESB monitors the BAS through collection wells, which provide important system information, however punctual. Thus for spatiotemporal monitoring, geostatistics is a tool that makes it possible to analyze the variability and correlations between different parameters. The present study used data from 75 CETESB monitoring wells, in the 2007-2009 triennium, and aimed to evaluate the spatial and temporal variability of the concentrations of total dissolved solids (TDS), nitrate (NNO3) and chloride (Cl-) in the BAS. Data evaluation consisted of descriptive statistical analysis, linear and semivariographic correlation and, finally, the production of maps of concentration estimates, by kriging. The results indicated a high linear correlation between the parameters, mainly between nitrate and chloride (R² = 0.810) and BAS and chloride (R² = 0.734). And, by geostatistics, good results were also observed, since all parameters showed spatial dependence, regardless of the period analyzed, visible by semivariographic adjustments and well-delineated maps of spatial variability. Only nitrate concentrations above the potability limit established by the Ministry of Health were verified – which corroborated with previous work carried out at the BAS. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-08-24T14:17:45Z 2021-08-24T14:17:45Z 2021-08 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
format |
bachelorThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/11449/214154 |
url |
http://hdl.handle.net/11449/214154 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
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UNESP |
institution |
UNESP |
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Repositório Institucional da UNESP |
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Repositório Institucional da UNESP |
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Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
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