Site Specific Time-series and Correlations of MODIS/GASP Aerosol Optical Depth and Surface PM2.5 Concentration
Sample site specific MODIS/GASP ta plot / In-situ PM2.5 time series and correlation plot
The site specific MODIS(the Moderate Resolution Imaging Spectroradiometer)/GASP (GOES Aerosol/Smoke Product) Aerosol Optical Depth (AOD)/
In-situ PM2.5 (Particulate Matter with a diameter smaller than 2.5 microns) mass concentration plot details the temporal behavior of the measurements made at a specific monitoring site location during the preceding 60 days. Correlations between the MODIS/GASP AOD observations and in-situ PM2.5 measurements are also reported. The site name, metropolitan statistical area (MSA), and site identifier are reported on the chart. The left vertical axis is mass concentration of PM 2.5 (scale 0 - 100) and the right vertical axis is MODIS/GASP aerosol optical depth (scale 0.0 - 1.6). In-situ PM2.5 concentrations from continuous monitors are shown at an hourly frequency for both 1-hour (solid line) and running 24-hour (dashed line) averages.
Correlations with MODIS/GASP AOD are reported for both 1-hour and 24-hour averaged surface PM2.5 concentration. The correlations are based on coincident MODIS/GASP AOD pixels acquired within one hour of the surface in-situ measurements.
MODIS AOD values are represented by blue points, and GASP AOD values are represented by red points.
The number of actual MODIS/GASP AOD retrievals during this period is reported as N_MODIS and N_GASP. The number of coincident MODIS/GASP pixels and in-situ PM 2.5 measurements used to determine the correlation are reported as N_corr.
The time-series/correlation plot provides site-specific information important to help interpret whether the MODIS/GASP AOD is indicative of PM concentrations at or near the surface as measured by the in-situ monitor. Higher correlations suggest the MODIS/GASP AOD pixel is reflective of in-situ surface PM 2.5 mass concentrations at the monitor location. The vertical distance between coincident points is an additional factor to be considered to help determine whether the aerosol viewed by MODIS/GASP is well mixed and at or near the surface, or whether the aerosol is aloft. If the distance is relatively small and the MODIS/GASP AOD falls on or near the hourly line plot, an inference can be made that the aerosols may be near the surface.
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