Table 3.
Comparison of without and quantile delta mapping bias-corrected climate model simulations.
Stations | GCMs | Without bias correction | With bias correction | |||||
---|---|---|---|---|---|---|---|---|
R2 | RMSE | MAE | R2 | RMSE | MAE | |||
East Point | Tmax | CanESM5 | 0.81 | 3.90 | 3.23 | 0.93 | 2.33 | 1.82 |
MPI-ESM-1.2-HR | 0.92 | 2.36 | 1.88 | 0.94 | 2.26 | 1.77 | ||
NorESM2-MM | 0.92 | 2.39 | 1.86 | 0.94 | 2.18 | 1.72 | ||
Tmin | CanESM5 | 0.72 | 4.61 | 3.74 | 0.94 | 2.11 | 1.60 | |
MPI-ESM-1.2-HR | 0.91 | 2.48 | 1.86 | 0.94 | 2.16 | 1.64 | ||
NorESM2-MM | 0.92 | 2.35 | 1.77 | 0.94 | 2.14 | 1.62 | ||
Charlottetown | Tmax | CanESM5 | 0.79 | 4.29 | 3.42 | 0.93 | 2.45 | 1.93 |
MPI-ESM-1.2-HR | 0.91 | 2.76 | 2.2 | 0.94 | 2.33 | 1.76 | ||
NorESM2-MM | 0.90 | 2.94 | 2.25 | 0.94 | 2.30 | 1.78 | ||
Tmin | CanESM5 | 0.70 | 4.98 | 3.96 | 0.92 | 2.18 | 1.66 | |
MPI-ESM-1.2-HR | 0.91 | 2.70 | 2.06 | 0.95 | 2.12 | 1.64 | ||
NorESM2-MM | 0.91 | 2.62 | 2.00 | 0.93 | 2.26 | 1.71 | ||
Summerside | Tmax | CanESM5 | 0.83 | 4.02 | 3.45 | 0.93 | 2.54 | 1.96 |
MPI-ESM-1.2-HR | 0.93 | 2.45 | 1.95 | 0.95 | 2.24 | 1.74 | ||
NorESM2-MM | 0.93 | 2.64 | 2.08 | 0.95 | 2.26 | 1.75 | ||
Tmin | CanESM5 | 0.82 | 3.99 | 3.33 | 0.93 | 2.41 | 1.79 | |
MPI-ESM-1.2-HR | 0.93 | 2.40 | 1.87 | 0.94 | 2.26 | 1.79 | ||
NorESM2-MM | 0.94 | 2.30 | 1.75 | 0.95 | 2.23 | 1.73 | ||
North Cape | Tmax | CanESM5 | 0.85 | 3.69 | 3.05 | 0.93 | 2.60 | 1.98 |
MPI-ESM-1.2-HR | 0.93 | 2.38 | 1.92 | 0.94 | 2.32 | 1.86 | ||
NorESM2-MM | 0.93 | 2.52 | 1.97 | 0.94 | 2.27 | 1.78 | ||
Tmin | CanESM5 | 0.80 | 4.23 | 3.59 | 0.93 | 2.51 | 1.93 | |
MPI-ESM-1.2-HR | 0.93 | 2.41 | 1.87 | 0.94 | 2.33 | 1.80 | ||
NorESM2-MM | 0.93 | 2.33 | 1.77 | 0.94 | 2.32 | 1.77 |
Tmax Daily maximum temperature, Tmin Daily minimum temperature.