ALBERT

Beschreibung: The performance of various empirical linear models to estimate the concentrations of surface-level particulate matter with a~diameter less than 10 μm (PM10) was evaluated using Aerosol Robotic Network (AERONET) sunphotometer and Moderate Resolution Imaging Spectroradiometer (MODIS) data collected in Seoul during the Distributed Regional Aerosol Gridded Observation Network (DRAGON)-Asia campaign from March to May 2012. An observed relationship between the PM10 concentration and the aerosol optical depth (AOD) was accounted for by several parameters in the empirical models, including boundary layer height (BLH), relative humidity (RH), and effective radius of the aerosol size distribution (Reff), which was used here for the first time in empirical modeling. Results show the strong influence of BLH and (Reff on the PM10 estimates, while the role of RH was negligible during the campaign period when, in general, RH was lower than in other seasons. A large spatial dependency of the empirical model performance was found by categorizing the locations of the collected data into three different site types, which varied in terms of the distances between instruments and source locations. When both AERONET and MODIS datasets were used in the PM10 estimation, the highest correlations between measured and estimated values ((R = 0.76 and 0.76 using AERONET and MODIS data, respectively) were found for the residential area (RA) site type, while the poorest correlations ((R = 0.61 and 0.68 using AERONET and MODIS data, respectively) were found for the near source (NS) site type. Significant seasonal variations of empirical model performances for PM10 estimation were found using the data collected at Yonsei University (one of the DRAGON campaign sites) over a~period of 17 months including the DRAGON campaign period. The best correlation between measured and estimated PM10 concentrations ((R = 0.81) was found in winter, due to the presence of a stagnant air mass and low ext{BLH} conditions, which may have resulted in relatively homogeneous aerosol properties within the BLH. On the other hand, the poorest correlation between measured and estimated PM10 concentrations ((R = 0.54) was found in spring, due to the influence of the long-range transport of dust to both within and above the BLH.