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