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. 2019 Oct 29;19(21):4701. doi: 10.3390/s19214701

Table 2.

Multi-linear regressions from the study period using collocated measurements at Del Paso Manor and T Street. Rows show the initial Pearson correlation coefficient (R2) between one AirBeam and the regulatory monitor, and the improvement with meteorological explanatory variables. REG indicates a regulatory monitor: 24-h filter-based Federal Reference Method sampler (FRM) for the third column and beta attenuation monitors (BAM) for the other four columns.

Variables of Regression Hourly BAM vs. AirBeam:
Adjusted R2
Daily Average BAM vs. AirBeam:
Adjusted R2
Daily FRM vs. AirBeam:
Adjusted R2
Hourly BAM vs. AirBeam:
Adjusted R2
Daily Average BAM vs. AirBeam:
Adjusted R2
Monitoring Site Del Paso Manor Del Paso Manor Del Paso Manor T Street T Street
Initial R2 0.601 0.573 0.716 0.684 0.746
REG + Temp 0.604 0.596 0.738 0.686 0.747
REG + Dew 0.623 0.641 0.767 0.706 0.776
REG + RH 0.617 0.647 0.759 0.703 0.800
REG + WS 0.609 0.567 0.716 0.686 0.758
REG + Temp + Dew + RH + WS 0.648 0.651 0.762 0.715 0.804
REG + quadratic (Temp, Dew, RH, WS) 0.732 0.830 0.883 0.867 0.932