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Comparison of Ordinary Kriging, Regression Kriging, and Cokriging Techniques to Estimate Soil Salinity Using LANDSAT Images
Publisher: American Society of Civil Engineers
Abstract: The objectives of this study are: (1) to evaluate the LANDSAT best band combinations to estimate soil salinity with different crop types; (2) to compare ordinary kriging, regression kriging, and cokriging techniques to ...
Using Indicator Kriging Technique for Soil Salinity and Yield Management
Publisher: American Society of Civil Engineers
Abstract: This paper presents a practical method to manage soil salinity and yield in order to obtain maximum economic benefits. The method was applied to a study area located in the southeastern part of the Arkansas River Basin in ...
Using Disjunctive Kriging as a Quantitative Approach to Manage Soil Salinity and Crop Yield
Publisher: American Society of Civil Engineers
Abstract: Disjunctive kriging (DK) is a nonlinear geostatistical model that provides unbiased estimates of the conditional probability (CP) that the true value of the property of interest does not exceed a defined threshold. It has ...
Evaluating the Performance of Ordinary Kriging in Mapping Soil Salinity
Publisher: American Society of Civil Engineers
Abstract: The performance of ordinary kriging (OK) is impacted by different factors that characterize the data sets being interpolated. The following factors were investigated as part of this study to evaluate the performance of OK ...
Soil Salinity Sampling Strategy Using Spatial Modeling Techniques, Remote Sensing, and Field Data
Publisher: American Society of Civil Engineers
Abstract: The aim of this study was to develop a methodology for collecting soil salinity samples. The objectives of this paper are to: (1) estimate the number of soil salinity samples needed to capture the variability in the soil ...