Table 2. The input meteorological variables combinations for different models.
Input combination | Input variables | Model abbreviation | ||||
---|---|---|---|---|---|---|
ADA | GBDT | XGB | LGB | CAT | ||
M1 | Tmax, Tmin, Rs | ADA1 | GBDT1 | XGB1 | LGB1 | CAT1 |
M2 | Tmax, Tmin, RH | ADA2 | GBDT2 | XGB2 | LGB2 | CAT2 |
M3 | Tmax, Tmin, U2 | ADA3 | GBDT3 | XGB3 | LGB3 | CAT3 |
M4 | Tmax, Tmin | ADA4 | GBDT4 | XGB4 | LGB4 | CAT4 |
M5 | Tmax, Tmin, Ra | ADA5 | GBDT5 | XGB5 | LGB5 | CAT5 |
M6 | Tmax, Tmin, J | ADA6 | GBDT6 | XGB6 | LGB6 | CAT6 |