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Table 6

Statistical parameters and constructed PI results of the hybrid GPR models for the NDVI modeling

ModelValidation
Testing
PICPNMPIW
RDCRMSERDCRMSE
GPR 0.814 0.802 0.038 0.814 0.794 0.041 0.82 0.29 
EEMD–GPR 0.833 0.855 0.029 0.832 0.818 0.033 0.88 0.21 
PE–EEMD–GPR 0.924 0.913 0.016 0.901 0.901 0.021 0.96 0.13 
VMD–GPR 0.901 0.905 0.018 0.912 0.892 0.024 0.91 0.14 
PE–VMD–GPR 0.948 0.931 0.012 0.922 0.908 0.017 0.95 0.11 
ModelValidation
Testing
PICPNMPIW
RDCRMSERDCRMSE
GPR 0.814 0.802 0.038 0.814 0.794 0.041 0.82 0.29 
EEMD–GPR 0.833 0.855 0.029 0.832 0.818 0.033 0.88 0.21 
PE–EEMD–GPR 0.924 0.913 0.016 0.901 0.901 0.021 0.96 0.13 
VMD–GPR 0.901 0.905 0.018 0.912 0.892 0.024 0.91 0.14 
PE–VMD–GPR 0.948 0.931 0.012 0.922 0.908 0.017 0.95 0.11 
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