The quality enhancement of the results encountered on numerical weather prediction ensemble runs has encouraged the air quality modellers' community to test the same methodology to foresee air pollutants concentrations in the atmosphere. In air quality forecast it is important to know in advance if the event exceedences of a certain threshold value will happen in order to implement mitigation measures concerning air pollutant emission. The ensemble approach allows giving this information within a probability range. Within this work both perturbation on the circulation model and the chemical transport model will be implemented. The ensemble system is composed by the numerical weather prediction model ARPEGF, the meteorological model MM5 and the chemical transport model CHIMERE. Meteorological perturbations will be addressed firstly by a set of ten ensemble members derived by the ARPEGE model, plus a control run, which will force MM5 simulations. Since the concept of air pollution ensemble forecast is not the same than the one for meteorology, we propose here an original approach for the chemistry-transport model perturbations based on previously done CHIMERE sensitivities studies: focus will be made on plausible emissions scenarios and different daily emissions profiles, boundary layer evolution, vertical mixing and photolysis rates. The ensemble based simulations will cover July and August 2006, each includes the heat wave period that influenced the weather and air quality conditions of central Europe.
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Natl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Univ Calif San Diego, La Jolla, CA 92093 USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Delle Monache, Luca
Alessandrini, Stefano
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Natl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Alessandrini, Stefano
Djalalova, Irina
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NOAA, Boulder, CO USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Djalalova, Irina
Wilczak, James
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NOAA, Boulder, CO USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Wilczak, James
Knievel, Jason C.
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Natl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
Knievel, Jason C.
Kumar, R.
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Natl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USANatl Ctr Atmospher Res, POB 3000, Boulder, CO 80307 USA
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George Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
George Mason Univ, Ctr Spatial Informat Sci & Syst, Fairfax, VA 22030 USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Li, Unyao
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Tong, Daniel
Makkaroon, Peewara
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George Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Makkaroon, Peewara
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Delsole, Timothy
Tang, Youhua
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George Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
George Mason Univ, Ctr Spatial Informat Sci & Syst, Fairfax, VA 22030 USA
NOAA, Air Resources Lab, College Pk, MD USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Tang, Youhua
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Campbell, Patrick
Baker, Barry
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George Mason Univ, Ctr Spatial Informat Sci & Syst, Fairfax, VA 22030 USA
NOAA, Air Resources Lab, College Pk, MD USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Baker, Barry
Cohen, Mark
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George Mason Univ, Ctr Spatial Informat Sci & Syst, Fairfax, VA 22030 USA
NOAA, Air Resources Lab, College Pk, MD USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Cohen, Mark
Darmenov, Anton
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NASA, Goddard Space Flight Ctr, Greenbelt, MD USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Darmenov, Anton
Ahmadov, Ravan
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NOAA, Global Syst Lab, Boulder, CO USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Ahmadov, Ravan
James, Eric
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NOAA, Global Syst Lab, Boulder, CO USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
James, Eric
Hyer, Edward
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Naval Res Lab, Marine Meteorol Div, Monterey, CA USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
Hyer, Edward
Xian, Peng
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Naval Res Lab, Marine Meteorol Div, Monterey, CA USAGeorge Mason Univ, Dept Atmospher Ocean & Earth Sci, Fairfax, VA 22030 USA
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George Mason Univ, Ctr Ocean Land Atmosphere Studies COLA, Fairfax, VA 22030 USAGeorge Mason Univ, Ctr Ocean Land Atmosphere Studies COLA, Fairfax, VA 22030 USA
Shukla, Ravi P.
Zhu, Jieshun
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George Mason Univ, Ctr Ocean Land Atmosphere Studies COLA, Fairfax, VA 22030 USAGeorge Mason Univ, Ctr Ocean Land Atmosphere Studies COLA, Fairfax, VA 22030 USA