Evaluation of European air quality modelled by CAMx including the volatility basis set scheme

被引:44
作者
Ciarelli, Giancarlo [1 ]
Aksoyoglu, Sebnem [1 ]
Crippa, Monica [1 ,12 ]
Jimenez, Jose-Luis [2 ,3 ]
Nemitz, Eriko [4 ]
Sellegri, Karine [5 ]
Aijala, Mikko [6 ]
Carbone, Samara [7 ,13 ]
Mohr, Claudia [8 ]
O'Dowd, Colin [9 ,10 ]
Poulain, Laurent [11 ]
Baltensperger, Urs [1 ]
Prevot, Andre S. H. [1 ]
机构
[1] Paul Scherrer Inst, Lab Atmospher Chem, CH-5232 Villigen, Switzerland
[2] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
[3] Univ Colorado, Dept Chem & Biochem, Campus Box 215, Boulder, CO 80309 USA
[4] Ctr Ecol & Hydrol, Bush Estate, Penicuik EH26 0QB, Midlothian, Scotland
[5] Univ Blaise Pascal, Observ Phys Globe Clermont Ferrand, CNRS, Lab Meteorol Phys,UMR6016, F-63171 Aubiere, France
[6] Univ Helsinki, Dept Phys, Helsinki, Finland
[7] Finnish Meteorol Inst, Atmospher Composit Res, POB 503, FIN-00101 Helsinki, Finland
[8] Karlsruhe Inst Technol, Inst Meteorol & Climate Res, D-76021 Karlsruhe, Germany
[9] Natl Univ Ireland Galway, Sch Phys, Univ Rd, Galway, Ireland
[10] Natl Univ Ireland Galway, Ctr Climate & Air Pollut Studies, Ryan Inst, Univ Rd, Galway, Ireland
[11] Leibniz Inst Tropospher Res TROPOS, Permoserstr 15, D-04318 Leipzig, Germany
[12] European Commiss, JRC, IES, Via Fermi 2749, I-21027 Ispra, Italy
[13] Univ Sao Paulo, Inst Phys, Rua Matao Travessa R 187, BR-05508090 Sao Paulo, SP, Brazil
关键词
SECONDARY ORGANIC AEROSOL; INTERACTIONS EUCAARI; INTEGRATED PROJECT; PARTICULATE MATTER; CLOUD CLIMATE; SEMIVOLATILE; EMISSIONS; DEPOSITION; FRAMEWORK; CAMPAIGN;
D O I
10.5194/acp-16-10313-2016
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Four periods of EMEP (European Monitoring and Evaluation Programme) intensive measurement campaigns (June 2006, January 2007, September-October 2008 and February-March 2009) were modelled using the regional air quality model CAMx with VBS (volatility basis set) approach for the first time in Europe within the framework of the EURODELTA-III model intercomparison exercise. More detailed analysis and sensitivity tests were performed for the period of February-March 2009 and June 2006 to investigate the uncertainties in emissions as well as to improve the modelling of organic aerosol (OA). Model performance for selected gas phase species and PM2.5 was evaluated using the European air quality database AirBase. Sulfur dioxide (SO2) and ozone (O-3) were found to be overestimated for all the four periods, with O-3 having the largest mean bias during June 2006 and January-February 2007 periods (8.9 pbb and 12.3 ppb mean biases respectively). In contrast, nitrogen dioxide (NO2) and carbon monoxide (CO) were found to be underestimated for all the four periods. CAMx reproduced both total concentrations and monthly variations of PM2.5 for all the four periods with average biases ranging from -2.1 to 1.0 mu g m(-3). Comparisons with AMS (aerosol mass spectrometer) measurements at different sites in Europe during February-March 2009 showed that in general the model overpredicts the inorganic aerosol fraction and underpredicts the organic one, such that the good agreement for PM2.5 is partly due to compensation of errors. The effect of the choice of VBS scheme on OA was investigated as well. Two sensitivity tests with volatility distributions based on previous chamber and ambient measurements data were performed. For February-March 2009 the chamber case reduced the total OA concentrations by about 42% on average. In contrast, a test based on ambient measurement data increased OA concentrations by about 42% for the same period bringing model and observations into better agreement. Comparison with the AMS data at the rural Swiss site Payerne in June 2006 shows no significant improvement in modelled OA concentration. Further sensitivity tests with increased biogenic and anthropogenic emissions suggest that OA in Payerne was affected by changes in emissions from residential heating during the February-March 2009 whereas it was more sensitive to biogenic precursors in June 2006.
引用
收藏
页码:10313 / 10332
页数:20
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