A new statistical modeling and optimization framework for establishing high-resolution PM 10 emission inventory - II. Integrated air quality simulation and optimization for performance improvement

Atmospheric Environment

Volumn 60, Issue , 2012, Pages 623-631

  Zhou, Ying ^a   Cheng, Shuiyuan ^a   Li, Jianbing ^b   Lang, Jianlei ^a   Li, Li ^c   Chen, Dongsheng ^a  

^a BEIJING UNIVERSITY OF TECHNOLOGY   (China)

^b UNIVERSITY OF NORTHERN BRITISH COLUMBIA   (Canada)

^c BEIJING GENERAL RESEARCH INSTITUTE OF MINING AND METALLURGY   (China)

Author keywords

Air pollution; CMAQ model; Emission inventory; Linear programming; Optimization; Transfer coefficient

Indexed keywords

ACCURACY IMPROVEMENT; AIR POLLUTANT EMISSION; AIR QUALITY MODELS; AIR QUALITY SIMULATION; CORRELATION COEFFICIENT; COUNTY LEVEL; EMISSION INVENTORIES; HIGH RESOLUTION; HIGH-ACCURACY; LINEAR PROGRAMMING OPTIMIZATION; MEAN ERRORS; NORTHERN CHINA; PERFORMANCE IMPROVEMENTS; REGIONAL LEVELS; REGRESSION MODEL; SIMULATION OPTIMIZATION; SOURCE-RECEPTOR RELATIONSHIPS; STATISTICAL MODELING; TRANSFER COEFFICIENT;

AIR POLLUTION; AIR QUALITY; OPTIMIZATION; REGRESSION ANALYSIS;

LINEAR PROGRAMMING;

ACCURACY ASSESSMENT; AIR QUALITY; ATMOSPHERIC MODELING; ATMOSPHERIC POLLUTION; EMISSION INVENTORY; ERROR CORRECTION; LINEAR PROGRAMING; NUMERICAL MODEL; OPTIMIZATION; PARTICLE SIZE; PARTICULATE MATTER; TRANSFER FUNCTION;

AIR POLLUTANT; AIR POLLUTION CONTROL; AIR QUALITY; ARTICLE; CHINA; PARTICULATE MATTER; PRIORITY JOURNAL;

CHINA; HEBEI; TANGSHAN;

EID: 84865866428     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2012.07.055     Document Type: Article

References (29)

1. Beijing University of Technology, 2008. Regional Emission Inventory Development and Verification, Technical Report HB200504-3 (in Chinese).
2. Beijing University of Technology, 2009. Research on Urban Atmospheric Environment Management Platform Development and Application, Technical Report 09276723 (in Chinese).
3. 10 contribution to the host city of 2008 Olympic Summer Games - Beijing, China. Atmospheric Environment 2007, 41(6):1237-1250.
4. Chen S.X. Empirical likelihood confidence-intervals for linear-regression coefficients. Journal of Multivariate Analysis 1994, 49(1):24-40.
5. Cheng S.Y., Li J.B., Feng B., Jin Y.Q., Hao R.X. A gaussian-box modeling approach for urban air quality management in a Northern Chinese City - II. pollutant emission abatement. Water, Air, and Soil Pollution 2006, 178(1-4):15-36.
6. Cheng, S.Y., Zhou, Y., Li, J.B., Lang, J.L., Wang, H.Y. A new statistical modeling and optimization framework for establishing high-resolution PM10 emission inventory - I. stepwise regression model development and application. Atmospheric Environment, submitted for publication.
7. Han B., Bai Z.P., Xie Y.Y., Zhang Y.F., Kong S.F., Xu Z., Jin L.M. Characterization of elements and source apportionment in atmospheric particulate matter in Tianjin offshore area in summer. Marine Environmental Science 2010, 29(6):829-833. (in Chinese).
8. Huang C., Chen C.H., Li L., Cheng Z., Wang H.L., Huang H.Y., Streets D.G., Wang Y.J., Zhang G.F., Chen Y.R. Emission inventory of anthropogenic air pollutants and VOC species in the Yangtze River Delta region, China. Atmospheric Chemistry and Physics 2011, 11(9):4105-4120.
9. 10 and coarse particles at urban, near-city and rural sites in Switzerland. Atmospheric Environment 2005, 39(4):637-651.
10. Kalnay E., Li H., Miyoshi T., Yang S.C., Ballabrera-Poy J. 4-D-Var or ensemble Kalman filter?. Tellus Series A: Dynamic Meteorology and Oceanography 2007, 59(5):758-773.
11. Keenan T., Niinemets U., Sabate S., Gracia C., Penuelas J. Process based inventory of isoprenoid emissions from European forests: model comparisons, current knowledge and uncertainties. Atmospheric Chemistry and Physics 2009, 9(12):4053-4076.
12. Khiem M., Ooka R., Huang H., Hayami H. A numerical study of summer ozone concentration over the Kanto area of Japan using the MM5/CMAQ model. Journal of Environmental Sciences-China 2011, 23(2):236-246.
13. 2 emissions and lifetimes: estimates from inverse modeling using in situ and global, space-based (SCIAMACHY and OMI) observations. Journal of Geophysical Research-Atmospheres 2011, 116:D06304. 10.1029/2010JD014758.
14. Li M.J., Chen D.S., Cheng S.Y., Wang F., Li Y., Zhou Y., Lang J.L. Optimizing emission inventory for chemical transport models by using genetic algorithm. Atmospheric Environment 2010, 44(32):3926-3934.
15. Li, L., 2011. Study on Urban Atmospheric Environment Management Platform Based on Optimization-integration Model. PhD thesis, Beijing University of Technology, Beijing, China (in Chinese).
16. Lumbreras J., Garcia-Martos C., Mira J., Borge R. Computation of uncertainty for atmospheric emission projections from key pollutant sources in Spain. Atmospheric Environment 2009, 43(8):1557-1564.
17. Napelenok S.L., Pinder R.W., Gilliland A.B., Martin R.V. A method for evaluating spatially-resolved NO(x) emissions using Kalman filter inversion, direct sensitivities, and space-based NO(2) observations. Atmospheric Chemistry and Physics 2008, 8(18):5603-5614.
18. 2 columns over East Central China: comparisons between SCIAMACHY measurements and nested CMAQ simulations. Atmospheric Environment 2008, 42(30):7165-7173.
19. Sowden M., Cairncross E., Wilson G., Zunckel M., Kirillova E., Reddy V., Hietkamp S. Developing a spatially and temporally resolved emission inventory for photochemical modeling in the City of Cape Town and assessing its uncertainty. Atmospheric Environment 2008, 42(30):7155-7164.
20. Sun Y., Pan Y.P., Li X.R., Zhu R.H., Wang Y.S. Chemical composition and mass closure of particulate matter in Beijing, Tianjin and Hebei megacities, northern China. Environmental Science 2011, 32:2732-2739. (in Chinese).
21. Taha H., Sailor D. Evaluating the effects of radiative forcing feedback in modelling urban ozone air quality in Portland, Oregon: two-way coupled MM5-CMAQ numerical model simulations. Boundary-Layer Meteorology 2010, 137(2):291-305.
22. 2 in Asia and comparison with GOME-satellite data. Atmospheric Chemistry and Physics 2007, 7(6):1671-1681.
23. van Loon M., Builtjes P.J.H., Segers A.J. Data assimilation of ozone in the atmospheric transport chemistry model LOTOS. Environmental Modelling & Software 2000, 15(6-7):603-609.
24. Vlachokostas Ch., Achillas Ch., Moussiopoulos N., Hourdakis E., Tsilingiridis G., Ntziachristos L., Banias G., Stavrakakis N., Sidiropoulos C. Decision support system for the evaluation of urban air pollution control options: application for particulate pollution in Thessaloniki, Greece. Science of the Total Environment 2009, 407(23):5937-5948.
25. Wang S.X., Xing J., Chatani S., Hao J.M., Klimont Z., Cofala J., Amann M. Verification of anthropogenic emissions of China by satellite and ground observations. Atmospheric Environment 2011, 45(35):6347-6358.
26. Yumimoto K., Uno I. Adjoint inverse modeling of CO emissions over Eastern Asia using four-dimensional variational data assimilation. Atmospheric Environment 2006, 40(35):6836-6845.
27. Zhang Q., Streets D.G., Carmichael G.R., He K.B., Huo H., Kannari A., Klimont Z., Park I.S., Reddy S., Fu J.S., Chen D., Duan L., Lei Y., Wang L.T., Yao Z.L. Asian emissions in 2006 for the NASA INTEX-B mission. Atmospheric Chemistry and Physics 2009, 9(14):5131-5153.
28. Zhao Y., Nielsen C.P., Lei Y., McElroy M.B., Hao J. Quantifying the uncertainties of a bottom-up emission inventory of anthropogenic atmospheric pollutants in China. Atmospheric Chemistry and Physics 2011, 11(5):2295-2308.
29. Zheng J.Y., Zhang L.J., Che W.W., Zheng Z.Y., Yin S.S. A highly resolved temporal and spatial air pollutant emission inventory for the Pearl River Delta region, China and its uncertainty assessment. Atmospheric Environment 2009, 43(32):5112-5122.