Model | Time | PM2.5 μg/m3 | ||||
Reg-R2d | MSE-R2e | MPEf | RMSPEg | Slope | ||
NM | None | 0.64 | 0.60 | −0.299 | 3.19 | 0.80 |
Month | 0.60 | 0.53 | −0.300 | 3.03 | 0.76 | |
1 Year | 0.64 | 0.60 | −0.309 | 2.28 | 0.82 | |
5 Year | 0.67 | 0.63 | −0.282 | 2.14 | 0.83 | |
IDW | None | 0.73 | 0.72 | −0.212 | 2.64 | 0.99 |
Month | 0.68 | 0.68 | −0.213 | 2.51 | 0.99 | |
1 Year | 0.71 | 0.70 | −0.232 | 1.97 | 1.02 | |
5 Year | 0.73 | 0.72 | −0.195 | 1.85 | 1.01 | |
GAM | None | 0.80 | 0.80 | 0.066 | 2.23 | 0.99 |
Month | 0.76 | 0.76 | 0.066 | 2.16 | 0.99 | |
1 Year | 0.81 | 0.81 | 0.080 | 1.55 | 0.98 | |
5 Year | 0.82 | 0.82 | 0.116 | 1.49 | 0.97 | |
GAM (FRMh) | None | 0.78 | 0.78 | 0.041 | 2.24 | 0.97 |
Month | 0.72 | 0.72 | 0.041 | 2.15 | 0.95 | |
1 Year | 0.76 | 0.76 | 0.039 | 1.49 | 0.96 | |
5 Year | 0.79 | 0.79 | 0.041 | 1.40 | 0.96 |