An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models

Detalhes bibliográficos
Autor(a) principal: Martins, Lisa
Data de Publicação: 2019
Outros Autores: Pereira, Alcides, Oliveira, Alcino, Fernandes, António, Sanches Fernandes, Luís Filipe, Pacheco, Fernando António Leal
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/107415
https://doi.org/10.3390/w11051107
Resumo: There is currently some controversy in the scientific community regarding the e ciency of the water–rock interaction process in the contamination of radon in groundwater. In this study, some di culties were found in the sampling phase. Many of the water collection points are used for human consumption. As such, some municipalities did not want to collaborate. When this natural contaminant is undetectable to the human sense and may cause pulmonary neoplasms in the long term, it is di cult to obtain collaboration from the municipalities concerned. To overcome this controversy, it is important to understand that geogenic, climatic, hydrological, and topographic features may contribute to the e ective transfer of radon from rocks to groundwater. In brief, this new approach combines the radon transfer from the geological substrate to the groundwater circulation through hierarchic agglomerative clustering (HAC) and partial least squares-path modeling (PLS-PM) methods. The results show that some lithologies with higher radon production may not always contribute to noticeable groundwater contamination. In this group, the high-fracturing density confirms the recharge e ciency, and the physical-chemical properties of the hydraulic environment (electric conductivity) plays the main role of radon unavailability in the water intended for human consumption. Besides, the hydraulic turnover time of the springs can be considered an excellent radiological indicator in groundwater. In the absence of an anomalous radioactive source near the surface, it means that the high-turnover time of the springs leads to a low-radon concentration in the water. Besides linking high-risk areas with a short period required to free local flow discharges, this study exposes the virtues of a new perspective of a groundwater contamination risk modeling.
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spelling An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Modelsgroundwaterrocksradon production potentialgranitoidsmetasedimentsThere is currently some controversy in the scientific community regarding the e ciency of the water–rock interaction process in the contamination of radon in groundwater. In this study, some di culties were found in the sampling phase. Many of the water collection points are used for human consumption. As such, some municipalities did not want to collaborate. When this natural contaminant is undetectable to the human sense and may cause pulmonary neoplasms in the long term, it is di cult to obtain collaboration from the municipalities concerned. To overcome this controversy, it is important to understand that geogenic, climatic, hydrological, and topographic features may contribute to the e ective transfer of radon from rocks to groundwater. In brief, this new approach combines the radon transfer from the geological substrate to the groundwater circulation through hierarchic agglomerative clustering (HAC) and partial least squares-path modeling (PLS-PM) methods. The results show that some lithologies with higher radon production may not always contribute to noticeable groundwater contamination. In this group, the high-fracturing density confirms the recharge e ciency, and the physical-chemical properties of the hydraulic environment (electric conductivity) plays the main role of radon unavailability in the water intended for human consumption. Besides, the hydraulic turnover time of the springs can be considered an excellent radiological indicator in groundwater. In the absence of an anomalous radioactive source near the surface, it means that the high-turnover time of the springs leads to a low-radon concentration in the water. Besides linking high-risk areas with a short period required to free local flow discharges, this study exposes the virtues of a new perspective of a groundwater contamination risk modeling.MDPI2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/107415http://hdl.handle.net/10316/107415https://doi.org/10.3390/w11051107eng2073-4441Martins, LisaPereira, AlcidesOliveira, AlcinoFernandes, AntónioSanches Fernandes, Luís FilipePacheco, Fernando António Lealinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-10T09:36:20Zoai:estudogeral.uc.pt:10316/107415Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:23:46.380179Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
title An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
spellingShingle An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
Martins, Lisa
groundwater
rocks
radon production potential
granitoids
metasediments
title_short An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
title_full An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
title_fullStr An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
title_full_unstemmed An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
title_sort An Assessment of Groundwater Contamination Risk with Radon Based on Clustering and Structural Models
author Martins, Lisa
author_facet Martins, Lisa
Pereira, Alcides
Oliveira, Alcino
Fernandes, António
Sanches Fernandes, Luís Filipe
Pacheco, Fernando António Leal
author_role author
author2 Pereira, Alcides
Oliveira, Alcino
Fernandes, António
Sanches Fernandes, Luís Filipe
Pacheco, Fernando António Leal
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Martins, Lisa
Pereira, Alcides
Oliveira, Alcino
Fernandes, António
Sanches Fernandes, Luís Filipe
Pacheco, Fernando António Leal
dc.subject.por.fl_str_mv groundwater
rocks
radon production potential
granitoids
metasediments
topic groundwater
rocks
radon production potential
granitoids
metasediments
description There is currently some controversy in the scientific community regarding the e ciency of the water–rock interaction process in the contamination of radon in groundwater. In this study, some di culties were found in the sampling phase. Many of the water collection points are used for human consumption. As such, some municipalities did not want to collaborate. When this natural contaminant is undetectable to the human sense and may cause pulmonary neoplasms in the long term, it is di cult to obtain collaboration from the municipalities concerned. To overcome this controversy, it is important to understand that geogenic, climatic, hydrological, and topographic features may contribute to the e ective transfer of radon from rocks to groundwater. In brief, this new approach combines the radon transfer from the geological substrate to the groundwater circulation through hierarchic agglomerative clustering (HAC) and partial least squares-path modeling (PLS-PM) methods. The results show that some lithologies with higher radon production may not always contribute to noticeable groundwater contamination. In this group, the high-fracturing density confirms the recharge e ciency, and the physical-chemical properties of the hydraulic environment (electric conductivity) plays the main role of radon unavailability in the water intended for human consumption. Besides, the hydraulic turnover time of the springs can be considered an excellent radiological indicator in groundwater. In the absence of an anomalous radioactive source near the surface, it means that the high-turnover time of the springs leads to a low-radon concentration in the water. Besides linking high-risk areas with a short period required to free local flow discharges, this study exposes the virtues of a new perspective of a groundwater contamination risk modeling.
publishDate 2019
dc.date.none.fl_str_mv 2019
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/107415
http://hdl.handle.net/10316/107415
https://doi.org/10.3390/w11051107
url http://hdl.handle.net/10316/107415
https://doi.org/10.3390/w11051107
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2073-4441
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dc.publisher.none.fl_str_mv MDPI
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