Table 6.
Sensor | C | β | βT | βRH | Adjusted r2 | MAE (µg/m3) | NRMSE (%) |
---|---|---|---|---|---|---|---|
AQY | 0.90 | 39.4 | 167.1 | ||||
7.56 | 0.41 | 0.90 | 8.90 | 31.0 | |||
13.48 | 0.42 | −0.327 | 0.91 | 8.89 | 30.3 | ||
8.71 | 0.41 | 0.429 | 0.93 | 8.13 | 26.9 | ||
−36.7 | 0.38 | 0.809 | 0.782 | 0.93 | 7.52 | 25.1 | |
PA (cf = atm) |
0.97 | 26.3 | 52.2 | ||||
−7.96 | 0.79 | 0.97 | 7.68 | 18.7 | |||
−16.06 | 0.79 | 0.351 | 0.97 | 7.30 | 16.0 | ||
−1.93 | 0.80 | −0.206 | 0.97 | 7.37 | 16.2 | ||
−13.68 | 0.79 | 0.300 | −0.041 | 0.97 | 7.29 | 16.0 | |
PA (cf = 1) | 0.97 | 66.2 | 143.3 | ||||
−3.21 | 0.51 | 0.97 | 7.61 | 16.9 | |||
−9.43 | 0.51 | 0.270 | 0.97 | 7.49 | 16.6 | ||
3.18 | 0.52 | −0.216 | 0.97 | 7.36 | 16.4 | ||
3.27 | 0.52 | −0.002 | −0.218 | 0.97 | 7.36 | 16.4 | |
RAMP | 0.89 | 15.8 | 80.5 | ||||
−1.38 | 0.57 | 0.89 | 6.40 | 28.3 | |||
−0.94 | 0.57 | 0.164 | 0.90 | 6.27 | 28.0 | ||
−3.16 | 0.56 | −0.063 | 0.90 | 6.28 | 27.7 | ||
−2.54 | 0.57 | 0.135 | −0.028 | 0.90 | 6.22 | 27.6 |
a PM2.5 = C + β sensor PM2.5 + βT sensor Temperature (°) + βRH sensor RH (%).