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Ensemble techniques to improve air quality assessment: focus on O3 and PM

Monteiro, A.; Ribeiro, I.; Tchepel, O.; Carvalho, A.; Martins, H.; Sá, E.; Ferreira, J.; Martins, V.; Galmarini, S.; Miranda, A. I.; Borrego, C.

Five air quality models were applied over Portugal for July 2006 with an ensemble purpose. These models were used, with their own meteorology, parameterizations, boundary conditions and chemical mechanisms, but with the same emission data. The validation of the individual models and its ensemble for ozone (O3) and particulate matter was performed using monitoring data from 22 background stations over Portugal. ...


Bias correction techniques to improve air quality ensemble predictions: focus o...

Monteiro, A.; Ribeiro, I.; Tchepel, O.; Sá, E.; Ferreira, J.; Carvalho, A.; Martins, V.; Strunk, A.; Galmarini, S.; Elbern, H.; Schaap, M.; Builtjes, P.

Five air quality models were applied over Portugal for July 2006 and used as ensemble members. Each model was used, with its original set up in terms of meteorology, parameterizations, boundary conditions and chemical mechanisms, but with the same emission data. The validation of the individual models and the ensemble of ozone (O-3) and particulate matter (PM) is performed using monitoring data from 22 backgrou...


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