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. 2025 Aug 22;15:30982. doi: 10.1038/s41598-025-17166-z

Table 3.

Analysis of error criteria differences between DTR and SVR methods in estimating measured soil properties.

Soil texture
Error criteria DTR Clay – SVR Clay DTR Sand – SVR Sand DTR Silt – SVR Silt
RMSE 0.41 1.77 1.24
AMAPE 5 0.3 3
MSE 0.1 0.3 0.2
MAE 0.1 0.3 0.2
RPD 0.87 0.18 1
Soil color
Error criteria DTR Hue – SVR Hue DTR Value – SVR Value DTR Chroma – SVR Chroma
RMSE 0 1.04 0.57
AMAPE 0.2 3 2
MSE 0 0.2 0.1
MAE 0 0.2 0.1
RPD 0.8 1 1