Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand
Khorat Basin study area, Nakhon Ratchasima Province (Northeastern of Thailand) was separated by the topographical characteristics of plain, low terrace, and middle terrace. The soils physical and chemical properties were analyzed. The Electrical Conductivity (ECe) was conducted to interpolate the fo...
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th-mahidol.338142018-11-09T09:19:00Z Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand Piyakam Teartisup Prapeut Kerdsueb Poramet Wattaya Faculty of Environment and Resource Studies, Mahidol University Energy Environmental Science Khorat Basin study area, Nakhon Ratchasima Province (Northeastern of Thailand) was separated by the topographical characteristics of plain, low terrace, and middle terrace. The soils physical and chemical properties were analyzed. The Electrical Conductivity (ECe) was conducted to interpolate the following methods of GIS: Completely Regularized Spline method, Spline with tension method, Inverse Distance Weighting method, Ordinary Kriging method, Simple Kriging method, and Disjunctive Kriging method. Also, the Mean Absolute Percent Error (MAPE) method was applied to compare the interpolation methods and select the most suitable interpolation method for soil salinity. The results indicate Completely Regularized Spline is the most suitable interpolation method for soil salinity of all study sites, because it has the minimum errors when compared to the others. The percent of errors ware 36.90, 24.25, and 44.79 in plain, low terrace, and middle terrace, respectively. Likewise, the production of the soil salinity map was interpolated by Completely Regularized Spline method in the study area. 2018-11-09T02:13:29Z 2018-11-09T02:13:29Z 2014-01-01 Conference Paper 6th International Conference on Environmental Informatics, ISEIS 2007. (2014) 2-s2.0-84915749883 https://repository.li.mahidol.ac.th/handle/123456789/33814 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84915749883&origin=inward |
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Energy Environmental Science Piyakam Teartisup Prapeut Kerdsueb Poramet Wattaya Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
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Khorat Basin study area, Nakhon Ratchasima Province (Northeastern of Thailand) was separated by the topographical characteristics of plain, low terrace, and middle terrace. The soils physical and chemical properties were analyzed. The Electrical Conductivity (ECe) was conducted to interpolate the following methods of GIS: Completely Regularized Spline method, Spline with tension method, Inverse Distance Weighting method, Ordinary Kriging method, Simple Kriging method, and Disjunctive Kriging method. Also, the Mean Absolute Percent Error (MAPE) method was applied to compare the interpolation methods and select the most suitable interpolation method for soil salinity. The results indicate Completely Regularized Spline is the most suitable interpolation method for soil salinity of all study sites, because it has the minimum errors when compared to the others. The percent of errors ware 36.90, 24.25, and 44.79 in plain, low terrace, and middle terrace, respectively. Likewise, the production of the soil salinity map was interpolated by Completely Regularized Spline method in the study area. |
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Faculty of Environment and Resource Studies, Mahidol University |
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Faculty of Environment and Resource Studies, Mahidol University Piyakam Teartisup Prapeut Kerdsueb Poramet Wattaya |
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Conference or Workshop Item |
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Piyakam Teartisup Prapeut Kerdsueb Poramet Wattaya |
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Piyakam Teartisup |
title |
Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
title_short |
Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
title_full |
Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
title_fullStr |
Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
title_full_unstemmed |
Field scale mapping of soil salinity on spatial interpolation techniques, case study: Khorat Basin, Nakhon Ratchasima Province, Thailand |
title_sort |
field scale mapping of soil salinity on spatial interpolation techniques, case study: khorat basin, nakhon ratchasima province, thailand |
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2018 |
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https://repository.li.mahidol.ac.th/handle/123456789/33814 |
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1763490837093679104 |