Quantitative-spatial analysis has been applied to 295 samples of shallow groundwater quality data from Bandung-Soreang Groundwater Basin (BSGwB) taken in 1997, 1998, 2007, 2010, and 2011. This paper discuss the use of variogram using geoR and generalised additive model (GAM) using mgcv R-package to identify the spatial distribution and mixing process betwee groundwater and Cikapundung river water. The variograms show significant water quality trend in north-south direction, and in the direction to the Cikapundung River. From the GAM tests using gaussian and gamma family, some significant elements can be identified: (1) geological control from Fe, Mn, Na concentration; (2) agricultural control from NO2, NO3 concentration; and (3) other surficial control from EC, CO3, CO2, SO4 concentration. Both analysis suggest the close interaction between groundwater and river water and the occurrence of mixing between both.
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30 September 2015
THE 5TH INTERNATIONAL CONFERENCE ON MATHEMATICS AND NATURAL SCIENCES
2–3 November 2014
Bandung, Indonesia
Research Article|
September 30 2015
Spatial analysis of groundwater quality data using geoR and mgcv R-package Available to Purchase
D. E. Irawan;
D. E. Irawan
a)
1Faculty of Earth Sciences and Technology, Bandung Institute of Technology,
Institut Teknologi Bandung
, Jl. Ganesa No. 10, Bandung, 40132, Indonesia
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F. Akter;
F. Akter
2Faculty of Agriculture and Environment,
University of Sydney Biomedical Building
, Australian Technology Park, NSW 2015, Australia
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W. Vervoort;
W. Vervoort
2Faculty of Agriculture and Environment,
University of Sydney Biomedical Building
, Australian Technology Park, NSW 2015, Australia
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K. Prabowo
K. Prabowo
1Faculty of Earth Sciences and Technology, Bandung Institute of Technology,
Institut Teknologi Bandung
, Jl. Ganesa No. 10, Bandung, 40132, Indonesia
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D. E. Irawan
1,a)
F. Akter
2
W. Vervoort
2
K. Prabowo
1
1Faculty of Earth Sciences and Technology, Bandung Institute of Technology,
Institut Teknologi Bandung
, Jl. Ganesa No. 10, Bandung, 40132, Indonesia
2Faculty of Agriculture and Environment,
University of Sydney Biomedical Building
, Australian Technology Park, NSW 2015, Australia
AIP Conf. Proc. 1677, 110002 (2015)
Citation
D. E. Irawan, F. Akter, W. Vervoort, K. Prabowo; Spatial analysis of groundwater quality data using geoR and mgcv R-package. AIP Conf. Proc. 30 September 2015; 1677 (1): 110002. https://doi.org/10.1063/1.4930773
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