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Joint interpretation of the hydrochemistry of two neighbouring basins by N-way multivariate methods

Environmental Earth Sciences volume 75, Article number: 335 (2016) Cite this article

Abstract

The objective of this work is to compare the chemical composition and the spatial and temporal variabilities of groundwater in two basins, the Langueyú and Del Azul creeks basins, located in the Pampean plain, Buenos Aires province (Argentina). The Pampean plain is the most productive region in Argentina, agriculture and livestock being the main economic activities. Groundwater is the principal water resource in the region, with a strong and growing demand for human supply and for agriculture and industrial activities. Several sampling campaigns were carried out on shallow wells of the two studied basins along a period of 3 years (2010–2013) to identify seasonal variations. Electrical conductivity, pH, bicarbonate, chloride, sulphate, nitrate, calcium, magnesium, sodium and potassium were determined following standard methods. For hydrochemical interpretation, descriptive statistical analyses, matrix augmentation principal component analysis, MA-PCA, and multidimensional principal component analysis, N-PCA (Parafac and Tucker3 models), were applied to the hydrochemical datasets from both basins. Three main hydrochemical processes have been identified in both basins: saline enrichment in the groundwater flow direction caused by dissolution of carbonates; exchange of calcium and magnesium by sodium in the same direction, and located areas of nitrate pollution. The paper shows that N-PCA is a good tool to deepen in the understanding of the hydrochemical features of groundwater from two neighbour basins, simplifying the analysis of large amounts of data, as well as establishing relations between the compared basins. Therefore the work is considered an interesting contribution to the study of groundwater resources with a regional scope. This knowledge is essential in basins with high socio-economic interests it causes a direct impact on resources management.

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Acknowledgments

Rosario Soledad Barranquero and María Emilia Zabala participate in this project thanks to the support of CONICET fellowship.

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Authors and Affiliations

  1. Centro de Investigaciones y Estudios Ambientales, Facultad de Ciencias Humanas, Universidad Nacional del Centro de la Provincia de Buenos Aires (UNICEN), Paraje Arroyo Seco s/n, Campus Universitario Tandil, 7000, Tandil, Argentina

    Rosario Soledad Barranquero & Víctor Alejandro Ruiz de Galarreta

  2. Instituto de Hidrología de Llanuras ‘Dr Eduardo J. Usunoff’, UNICEN, República de Italia 780, B7300, Azul, Argentina

    Marcelo Raúl Varni & María Emilia Zabala

  3. Departamento de Química Analítica, Facultad de Ciencias, Universidad de Valladolid, Campus Miguel Delibes, 47011, Valladolid, España

    Rafael Pardo & Marisol Vega

  4. Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina

    Rosario Soledad Barranquero & María Emilia Zabala

Authors
  1. Rosario Soledad Barranquero
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  2. Marcelo Raúl Varni
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  3. Rafael Pardo
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  4. Marisol Vega
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  5. María Emilia Zabala
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  6. Víctor Alejandro Ruiz de Galarreta
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Correspondence to Rosario Soledad Barranquero.

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Barranquero, R.S., Varni, M.R., Pardo, R. et al. Joint interpretation of the hydrochemistry of two neighbouring basins by N-way multivariate methods. Environ Earth Sci 75, 335 (2016). https://doi.org/10.1007/s12665-015-5142-8

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  • DOI: https://doi.org/10.1007/s12665-015-5142-8

Keywords

  • Groundwater
  • Pampean plain
  • N-way principal component analysis
  • Multivariate statistics
  • Hydrochemistry
  • Spatial and temporal variabilities
  • Regional scope