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    Estimating urban ground-level PM10 using MODIS 3km AOD product and meteorological parameters from WRF model

    , Article Atmospheric Environment ; Volume 141 , 2016 , Pages 333-346 ; 13522310 (ISSN) Ghotbi, S ; Sotoudeheian, S ; Arhami, M ; Sharif University of Technology
    Elsevier Ltd  2016
    Abstract
    Satellite remote sensing products of AOD from MODIS along with appropriate meteorological parameters were used to develop statistical models and estimate ground-level PM10. Most of previous studies obtained meteorological data from synoptic weather stations, with rather sparse spatial distribution, and used it along with 10 km AOD product to develop statistical models, applicable for PM variations in regional scale (resolution of ≥10 km). In the current study, meteorological parameters were simulated with 3 km resolution using WRF model and used along with the rather new 3 km AOD product (launched in 2014). The resulting PM statistical models were assessed for a polluted and largely variable...