Annual cycle in co‐located in situ, total‐column, and heightresolved aerosol observations in the Po Valley (Italy): Implications for ground‐level particulate matter mass concentration estimation from remote sensing
Remote sensing represents a prospective tool to complement in situ measurements for
monitoring particulate matter air pollution. The remotely sensed aerosol metric which
is generally related to the in-situ measured particulate matter mass concentration (PM)
is the aerosol optical thickness (AOT), the vertically-integrated aerosol extinction that
optically quantifies the aerosol load in the whole atmospheric column. Annual
variations in AOT and PM can follow very different patterns, indicating that the
AOT-to-PM conversion is not straightforward. In the Po Valley (Northern Italy) AOT
and PM seasonal cycles exhibit a marked phase-shift. Making use of aerosol
extinction vertical profiles derived from continuous aerosol lidar measurements, we
further searched through the AOT to PM10 relationship in this region. Based on a two
year (2006-2007) multi-sensor database, including remote sensing observations from
ground and space and in situ measurements, this study: 1) discloses for the first time
the height-resolved seasonal variability of the aerosol optical properties in the Po
Valley, 2) demonstrates and quantifies the crucial role of the aerosol vertical
distribution in the AOT-to-PM relationship in this region, 3) suggests a methodology
to rescale AOT to ground level aerosol extinction values that correlate with PM
concentration and from which PM10 annual average and exceedances frequency of
daily limit value can be retrieved within a few percents, 4) highlights that the
hygroscopic growth of the particles in the atmosphere is a critical factor for
comparing in situ measured to remotely sensed aerosol properties.
BARNABA Francesca;
PUTAUD Jean-Philippe;
GRUENING Carsten;
DELL'ACQUA Alessandro;
MARTINS DOS SANTOS Sebastiao;
2013-04-22
AMER GEOPHYSICAL UNION
JRC58077
0148-0227,
http://onlinelibrary.wiley.com/doi/10.1029/2009JD013002/abstract,
https://publications.jrc.ec.europa.eu/repository/handle/JRC58077,
10.1029/2009JD013002,
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