Skip to Main Content
Table 3

Global average performance parameters

ModelInputsTrainingMAE (mm/day)SINSr2
Average annual results 
Input combination (i) 
ANFIS1 Tmean, Tmax, Tmin, Ra Local 0.35 0.12 0.945 0.947 
External 0.47 0.18 0.920 0.945 
ANN1 Tmean, Tmax, Tmin, Ra Local 0.35 0.13 0.942 0.954 
  External 0.45 0.17 0.917 0.945 
Input combination (ii) 
ANFIS2 Tmean, Rs, RH Local 0.30 0.10 0.959 0.957 
External 0.39 0.15 0.940 0.950 
ANN2 Tmean, Tmax, Tmin, Ra Local 0.32 0.11 0.958 0.954 
  External 0.39 0.14 0.831 0.951 
Average seasonal results 
Input combination (i) 
ANFIS1 Tmean, Tmax, Tmin, Ra Local 0.43 0.09 0.943 0.743 
  External 0.66 0.14 0.892 0.710 
ANN1 Tmean, Tmax, Tmin, Ra Local 0.45 0.07 0.956 0.744 
  External 0.55 0.12 0.915 0.692 
Input combination (ii) 
ANFIS2 Tmean, Rs, RH Local 0.37 0.08 0.958 0.748 
  External 0.57 0.12 0.911 0.745 
ANN2 Tmean, Tmax, Tmin, Ra Local 0.38 0.06 0.960 0.736 
  External 0.41 0.10 0.948 0.745 
ModelInputsTrainingMAE (mm/day)SINSr2
Average annual results 
Input combination (i) 
ANFIS1 Tmean, Tmax, Tmin, Ra Local 0.35 0.12 0.945 0.947 
External 0.47 0.18 0.920 0.945 
ANN1 Tmean, Tmax, Tmin, Ra Local 0.35 0.13 0.942 0.954 
  External 0.45 0.17 0.917 0.945 
Input combination (ii) 
ANFIS2 Tmean, Rs, RH Local 0.30 0.10 0.959 0.957 
External 0.39 0.15 0.940 0.950 
ANN2 Tmean, Tmax, Tmin, Ra Local 0.32 0.11 0.958 0.954 
  External 0.39 0.14 0.831 0.951 
Average seasonal results 
Input combination (i) 
ANFIS1 Tmean, Tmax, Tmin, Ra Local 0.43 0.09 0.943 0.743 
  External 0.66 0.14 0.892 0.710 
ANN1 Tmean, Tmax, Tmin, Ra Local 0.45 0.07 0.956 0.744 
  External 0.55 0.12 0.915 0.692 
Input combination (ii) 
ANFIS2 Tmean, Rs, RH Local 0.37 0.08 0.958 0.748 
  External 0.57 0.12 0.911 0.745 
ANN2 Tmean, Tmax, Tmin, Ra Local 0.38 0.06 0.960 0.736 
  External 0.41 0.10 0.948 0.745 
Close Modal

or Create an Account

Close Modal
Close Modal