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Gan C.-M.,Optical Remote Sensing Laboratory | Gan C.-M.,The Graduate Center, CUNY | Wu Y.H.,Optical Remote Sensing Laboratory | Gross B.M.,Optical Remote Sensing Laboratory | And 3 more authors.
International Geoscience and Remote Sensing Symposium (IGARSS) | Year: 2010

Urban areas suffer from high pollutant loadings due to their proximity to emission sources as well as transported aerosols. Therefore it is essential to have an accurate technique for measuring the pollutants and evaluate their effect. Since the atmosphere mixing height (MH) defines the total volume available for the pollutant transport and dispersion, it is important that air-quality models can provide realistic estimates. This paper studies multiple instruments for MH determination and their potential for validating air-quality model forecasts such as WRF. In addition, use of automated PBL height retrieval using wavelet analysis is briefly described and long term statistical comparisons of MH and WRF mixing height are obtained. © 2010 IEEE. Source

Gan C.M.,Optical Remote Sensing Laboratory | Gan C.M.,The Graduate Center, CUNY | Wu Y.,Optical Remote Sensing Laboratory | Gross B.,Optical Remote Sensing Laboratory | Moshary F.,Optical Remote Sensing Laboratory
Proceedings of SPIE - The International Society for Optical Engineering | Year: 2010

The need to characterize in a robust way Planetary Boundary Layer (PBL) heights is crucial as in air quality forecast and transport models. In particular, incorrect determination of PBL heights can severely distort the surface air quality predictions such as PM2.5. Local properties and morphological features can influence PBL dynamics through local circulation phenomena such as the sea-breeze development as well as influences from the Urban Heat Island Canopy resulting in multiple layers that need to be resolved. In this paper, based on a combination of wavelet and image processing methods, we develop methods to quantify multilayer PBL's and assess their dynamics with meteorological measurements including temperature, wind and humidity profiles. In particular, meteorologically based PBL heights based on both the Potential Temperature Gradient and Richardson Number are compared against both lidar and ceilometer measurements. It is shown that in general, the Potential Temperature Gradient method is better correlated to the PBL dynamics. Meanwhile, the Hysplit model provides sounding data which can be used for comparison between actual sounding and lidar measurements. On the other hand, when strong atmospheric instability is present or layering develops, the comparison between different methods can provide information about the PBL internal structure. Further comparisons with air quality models such as MM5 are also made and illustrate the difficulty in these models properly predicting the PBL dynamics seen in urban areas. © 2010 SPIE. Source

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