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Table 5 Cross validation of OK, SK, and UK applying exponential, Gaussian, and spherical variogram models applied to Clay texture fraction

From: Estimating topsoil texture fractions by digital soil mapping - a response to the long outdated soil map in the Philippines

Spatial Interpolation

Variogram model

MAE after kriging

RMSE

R2

OK

 

exponential

0.130

0.186

0.8741

 

Gaussian

0.234

0.312

0.5917

 

spherical

0.134

0.191

0.8631

SK

 

exponential

0.130

0.186

0.8732

 

Gaussian

0.234

0.312

0.5903

 

spherical

0.134

0.191

0.8625

UK – Stepwise

 

exponential

0.128

0.182

0.8736

 

Gaussian

0.223

0.296

0.6288

 

spherical

0.133

0.187

0.8639

UK – Backward

 

exponential

0.126

0.178

0.8780

 

Gaussian

0.219

0.289

0.6463

 

spherical

0.131

0.183

0.8690