Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods

Autores
Barranquero, Rosario Soledad; Pardo, Rafael; Varni, Marcelo Raúl; Ruiz de Galarreta, Victor Alejandro; Vega, Marisol
Año de publicación
2014
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The groundwater hydrochemical behaviour of the Langueyú creek basin (Argentina) has been evaluated through a systematic survey, followed by application of hydrological and chemometric multivariate techniques. Ten physicochemical parameters were determined in groundwater samples collected from 26 wells during four sampling campaigns (June 2010; October 2010; February 2011 and June 2011), originating a tridimensional experimental dataset X. Univariate statistical and graphical hydrochemical tools (contour maps and Piper diagrams) applied to individual campaigns, allowed to reach some preliminary conclusions. However, a best visualization of the aquifer behaviour was achieved by applying Principal Component Analysis (MA-PCA) and N-way PCA procedures, Parallel Factor Analysis and Tucker3. Results were consistent with two-term models, being Tucker3 [2 2 1] the most adequate, explaining a large amount of the dataset variance (50.7%) with a low complexity. The first Tucker3 [1 1 1] interaction (38.2% of variance) is related with (i) calcium/magnesium versus sodium/potassium ion exchange processes; (ii) an increase of ionic concentration and (iii) a decrease of nitrate pollution, all processes along the direction of the groundwater flow. The second [2 2 1] interaction (12.5% of variance), accounts for the predominant role played by conductivity, bicarbonate and magnesium in the dataset. The seasonal variations are closely related to concentration/dilution phenomena originated by the variations of the phreatic levels, although this point will require additional sampling to establish a definitive hydrochemical model.
Fil: Barranquero, Rosario Soledad. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Pardo, Rafael. Universidad de Valladolid. Facultad de Ciencias; España
Fil: Varni, Marcelo Raúl. Universidad Nacional del Centro de la Provincia de Buenos Aires. Rectorado. Instituto de Hidrología de Llanuras - Sede Azul. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas. Instituto de Hidrología de Llanuras - Sede Azul; Argentina
Fil: Ruiz de Galarreta, Victor Alejandro. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; Argentina
Fil: Vega, Marisol. Universidad de Valladolid. Facultad de Ciencias; España
Materia
Groundwater
Hydrochemistry
Langueyú Creek Basin
N-Way Pca
Parafac
Tucker3
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/58094
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/58094
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methodsBarranquero, Rosario SoledadPardo, RafaelVarni, Marcelo RaúlRuiz de Galarreta, Victor AlejandroVega, MarisolGroundwaterHydrochemistryLangueyú Creek BasinN-Way PcaParafacTucker3https://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1The groundwater hydrochemical behaviour of the Langueyú creek basin (Argentina) has been evaluated through a systematic survey, followed by application of hydrological and chemometric multivariate techniques. Ten physicochemical parameters were determined in groundwater samples collected from 26 wells during four sampling campaigns (June 2010; October 2010; February 2011 and June 2011), originating a tridimensional experimental dataset X. Univariate statistical and graphical hydrochemical tools (contour maps and Piper diagrams) applied to individual campaigns, allowed to reach some preliminary conclusions. However, a best visualization of the aquifer behaviour was achieved by applying Principal Component Analysis (MA-PCA) and N-way PCA procedures, Parallel Factor Analysis and Tucker3. Results were consistent with two-term models, being Tucker3 [2 2 1] the most adequate, explaining a large amount of the dataset variance (50.7%) with a low complexity. The first Tucker3 [1 1 1] interaction (38.2% of variance) is related with (i) calcium/magnesium versus sodium/potassium ion exchange processes; (ii) an increase of ionic concentration and (iii) a decrease of nitrate pollution, all processes along the direction of the groundwater flow. The second [2 2 1] interaction (12.5% of variance), accounts for the predominant role played by conductivity, bicarbonate and magnesium in the dataset. The seasonal variations are closely related to concentration/dilution phenomena originated by the variations of the phreatic levels, although this point will require additional sampling to establish a definitive hydrochemical model.Fil: Barranquero, Rosario Soledad. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Pardo, Rafael. Universidad de Valladolid. Facultad de Ciencias; EspañaFil: Varni, Marcelo Raúl. Universidad Nacional del Centro de la Provincia de Buenos Aires. Rectorado. Instituto de Hidrología de Llanuras - Sede Azul. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas. Instituto de Hidrología de Llanuras - Sede Azul; ArgentinaFil: Ruiz de Galarreta, Victor Alejandro. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; ArgentinaFil: Vega, Marisol. Universidad de Valladolid. Facultad de Ciencias; EspañaJohn Wiley & Sons Ltd2014-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/58094Barranquero, Rosario Soledad; Pardo, Rafael; Varni, Marcelo Raúl; Ruiz de Galarreta, Victor Alejandro; Vega, Marisol; Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods; John Wiley & Sons Ltd; Hydrological Processes; 28; 17; 8-2014; 4743-47550885-6087CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1002/hyp.9977info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/abs/10.1002/hyp.9977info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:09:21Zoai:ri.conicet.gov.ar:11336/58094instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:09:22.177CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
title Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
spellingShingle Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
Barranquero, Rosario Soledad
Groundwater
Hydrochemistry
Langueyú Creek Basin
N-Way Pca
Parafac
Tucker3
title_short Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
title_full Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
title_fullStr Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
title_full_unstemmed Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
title_sort Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods
dc.creator.none.fl_str_mv Barranquero, Rosario Soledad
Pardo, Rafael
Varni, Marcelo Raúl
Ruiz de Galarreta, Victor Alejandro
Vega, Marisol
author Barranquero, Rosario Soledad
author_facet Barranquero, Rosario Soledad
Pardo, Rafael
Varni, Marcelo Raúl
Ruiz de Galarreta, Victor Alejandro
Vega, Marisol
author_role author
author2 Pardo, Rafael
Varni, Marcelo Raúl
Ruiz de Galarreta, Victor Alejandro
Vega, Marisol
author2_role author
author
author
author
dc.subject.none.fl_str_mv Groundwater
Hydrochemistry
Langueyú Creek Basin
N-Way Pca
Parafac
Tucker3
topic Groundwater
Hydrochemistry
Langueyú Creek Basin
N-Way Pca
Parafac
Tucker3
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The groundwater hydrochemical behaviour of the Langueyú creek basin (Argentina) has been evaluated through a systematic survey, followed by application of hydrological and chemometric multivariate techniques. Ten physicochemical parameters were determined in groundwater samples collected from 26 wells during four sampling campaigns (June 2010; October 2010; February 2011 and June 2011), originating a tridimensional experimental dataset X. Univariate statistical and graphical hydrochemical tools (contour maps and Piper diagrams) applied to individual campaigns, allowed to reach some preliminary conclusions. However, a best visualization of the aquifer behaviour was achieved by applying Principal Component Analysis (MA-PCA) and N-way PCA procedures, Parallel Factor Analysis and Tucker3. Results were consistent with two-term models, being Tucker3 [2 2 1] the most adequate, explaining a large amount of the dataset variance (50.7%) with a low complexity. The first Tucker3 [1 1 1] interaction (38.2% of variance) is related with (i) calcium/magnesium versus sodium/potassium ion exchange processes; (ii) an increase of ionic concentration and (iii) a decrease of nitrate pollution, all processes along the direction of the groundwater flow. The second [2 2 1] interaction (12.5% of variance), accounts for the predominant role played by conductivity, bicarbonate and magnesium in the dataset. The seasonal variations are closely related to concentration/dilution phenomena originated by the variations of the phreatic levels, although this point will require additional sampling to establish a definitive hydrochemical model.
Fil: Barranquero, Rosario Soledad. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Pardo, Rafael. Universidad de Valladolid. Facultad de Ciencias; España
Fil: Varni, Marcelo Raúl. Universidad Nacional del Centro de la Provincia de Buenos Aires. Rectorado. Instituto de Hidrología de Llanuras - Sede Azul. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas. Instituto de Hidrología de Llanuras - Sede Azul; Argentina
Fil: Ruiz de Galarreta, Victor Alejandro. Universidad Nacional del Centro de la Provincia de Buenos Aires. Facultad de Ciencias Humanas. Departamento de Ciencias Ambientales. Centro de Investigación y Estudios Ambientales; Argentina
Fil: Vega, Marisol. Universidad de Valladolid. Facultad de Ciencias; España
description The groundwater hydrochemical behaviour of the Langueyú creek basin (Argentina) has been evaluated through a systematic survey, followed by application of hydrological and chemometric multivariate techniques. Ten physicochemical parameters were determined in groundwater samples collected from 26 wells during four sampling campaigns (June 2010; October 2010; February 2011 and June 2011), originating a tridimensional experimental dataset X. Univariate statistical and graphical hydrochemical tools (contour maps and Piper diagrams) applied to individual campaigns, allowed to reach some preliminary conclusions. However, a best visualization of the aquifer behaviour was achieved by applying Principal Component Analysis (MA-PCA) and N-way PCA procedures, Parallel Factor Analysis and Tucker3. Results were consistent with two-term models, being Tucker3 [2 2 1] the most adequate, explaining a large amount of the dataset variance (50.7%) with a low complexity. The first Tucker3 [1 1 1] interaction (38.2% of variance) is related with (i) calcium/magnesium versus sodium/potassium ion exchange processes; (ii) an increase of ionic concentration and (iii) a decrease of nitrate pollution, all processes along the direction of the groundwater flow. The second [2 2 1] interaction (12.5% of variance), accounts for the predominant role played by conductivity, bicarbonate and magnesium in the dataset. The seasonal variations are closely related to concentration/dilution phenomena originated by the variations of the phreatic levels, although this point will require additional sampling to establish a definitive hydrochemical model.
publishDate 2014
dc.date.none.fl_str_mv 2014-08
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/58094
Barranquero, Rosario Soledad; Pardo, Rafael; Varni, Marcelo Raúl; Ruiz de Galarreta, Victor Alejandro; Vega, Marisol; Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods; John Wiley & Sons Ltd; Hydrological Processes; 28; 17; 8-2014; 4743-4755
0885-6087
CONICET Digital
CONICET
url http://hdl.handle.net/11336/58094
identifier_str_mv Barranquero, Rosario Soledad; Pardo, Rafael; Varni, Marcelo Raúl; Ruiz de Galarreta, Victor Alejandro; Vega, Marisol; Modelling of the groundwater hydrological behaviour of the Langueyú creek basin by using N-way multivariate methods; John Wiley & Sons Ltd; Hydrological Processes; 28; 17; 8-2014; 4743-4755
0885-6087
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1002/hyp.9977
info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/abs/10.1002/hyp.9977
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv John Wiley & Sons Ltd
publisher.none.fl_str_mv John Wiley & Sons Ltd
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.13397

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