Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand

Groundwater is one of the most valuable natural resources, which supports human health, economic development and ecological diversity. To understand the spatial distribution of groundwater specific capacity (SPC) which referred to groundwater potential in Phuket province is necessary. The objectives...

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Main Authors: Charoenpong,S., Suwanprasit,C., Thongchumnum,P.
Format: Conference or Workshop Item
Published: 2015
Online Access:http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84880003242&origin=inward
http://cmuir.cmu.ac.th/handle/6653943832/39156
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-391562015-06-16T08:14:44Z Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand Charoenpong,S. Suwanprasit,C. Thongchumnum,P. Groundwater is one of the most valuable natural resources, which supports human health, economic development and ecological diversity. To understand the spatial distribution of groundwater specific capacity (SPC) which referred to groundwater potential in Phuket province is necessary. The objectives of this study were to investigate an appropriate interpolation method to estimate SPC trend and monitor the groundwater potential in Phuket Province, Thailand. SPC data was collected from Department of Groundwater Resources between 1995 and 2011. The data was processed by GIS using three different interpolation techniques (Inverse Distance Weighting (IDW), Kriging, and Splines). Statistical analysis using stepwise regression was applied for each interpolation technique to select the best fitted model. Results showed that IDW method produced the most accurate interpolating model for SPC estimation compared to Kriging and Splines. It was therefore concluded that the IDW method should be used in producing the SPC surface maps in the study area. 2015-06-16T08:14:44Z 2015-06-16T08:14:44Z 2012-12-01 Conference Paper 2-s2.0-84880003242 http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84880003242&origin=inward http://cmuir.cmu.ac.th/handle/6653943832/39156
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
description Groundwater is one of the most valuable natural resources, which supports human health, economic development and ecological diversity. To understand the spatial distribution of groundwater specific capacity (SPC) which referred to groundwater potential in Phuket province is necessary. The objectives of this study were to investigate an appropriate interpolation method to estimate SPC trend and monitor the groundwater potential in Phuket Province, Thailand. SPC data was collected from Department of Groundwater Resources between 1995 and 2011. The data was processed by GIS using three different interpolation techniques (Inverse Distance Weighting (IDW), Kriging, and Splines). Statistical analysis using stepwise regression was applied for each interpolation technique to select the best fitted model. Results showed that IDW method produced the most accurate interpolating model for SPC estimation compared to Kriging and Splines. It was therefore concluded that the IDW method should be used in producing the SPC surface maps in the study area.
format Conference or Workshop Item
author Charoenpong,S.
Suwanprasit,C.
Thongchumnum,P.
spellingShingle Charoenpong,S.
Suwanprasit,C.
Thongchumnum,P.
Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
author_facet Charoenpong,S.
Suwanprasit,C.
Thongchumnum,P.
author_sort Charoenpong,S.
title Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
title_short Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
title_full Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
title_fullStr Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
title_full_unstemmed Impacts of interpolation techniques on groundwater potential modeling using GIS in Phuket Province, Thailand
title_sort impacts of interpolation techniques on groundwater potential modeling using gis in phuket province, thailand
publishDate 2015
url http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84880003242&origin=inward
http://cmuir.cmu.ac.th/handle/6653943832/39156
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