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        A cokriging based approach to reconstruct air pollution maps, processing measurement station concentrations and deterministic model simulations

        Author
        Singh, V.
        Carnevale, C.
        Finzi, G.
        Pisoni, E.
        Volta, M.
        Attention
        2299/10515
        Abstract
        One of the aims of regional Environmental Authorities is to provide citizens information about the quality of the atmosphere over a certain region. To reach this objective Environmental Authorities need suitable tools to interpolate the data coming from monitoring networks to domain locations where no measures are available. In this work a spatial interpolation system has been developed to estimate 8-h mean daily maximum ozone concentrations and daily mean PM10 concentrations over a domain, starting from measured concentration values. The presented approach is based on a cokriging technique, using the results of a deterministic Chemical Transport Model (CTM) simulation as secondary variable. The developed methodology has been tested over a 60 × 60 km domain located in Northern Italy, including Milan metropolitan area, one of the most polluted areas in Europe
        Publication date
        2011-06-01
        Published in
        Environmental Modelling and Software
        Published version
        https://doi.org/10.1016/j.envsoft.2010.11.014
        Other links
        http://hdl.handle.net/2299/10515
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