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Technical Papers

Modeling an air pollution episode in northwestern United States: Identifying the effect of nitrogen oxide and volatile organic compound emission changes on air pollutants formation using direct sensitivity analysis

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Pages 1150-1165 | Published online: 24 Sep 2012

References

  • Barna , M. and Lamb , B. 2000 . Improving ozone modeling in regions of complex terrain using observational nudging in a prognostic meteorological model . Atmos. Environ. , 34 : 4889 – 4906 .
  • Barna , M. , Lamb , B. , ’Neill , S. O , Westberg , H. , Figueroa-Kaminsky , C. , Otterson , S. , Bowman , C. and DeMay , J. 2000 . Modeling ozone formation and transport in the Cascadia region of the Pacific Northwest . J. Appl. Meteorol. , 39 : 349 – 366 . doi: 10.1175/1520-0450(2000)0392.0.co;2
  • Barna , M. , Lamb , B. and Westberg , H. 2001 . Modeling the effects of VOC/NOx emissions on ozone synthesis in the Cascadia airshed of the Pacific Northwest . J. Air Waste Manage. Assoc. , 51 : 1021 – 1034 . doi: 10.1080/10473289.2001.10464330
  • Bell , M.L. , Dominici , F. and Samet , J.M. 2005 . A meta-analysis of time-series studies of ozone and mortality with comparison to the national morbidity, mortality, and air pollution study . Epidemiology , 16 : 436 – 445 . doi: 10.1097/01.ede.0000165817.40152.85
  • Blanchard , C.L. and Stoeckenius , T. 2001 . Ozone response to precursor controls: Comparison of data analysis methods with the predictions of photochemical air quality simulation models . Atmos. Environ. , 35 : 1203 – 1215 . doi: 10.1016/s1352-2310(00)00400-3
  • Boylan , J.W. and Russell , A.G. 2006 . PM and light extinction model performance metrics, goals, and criteria for three-dimensional air quality models . Atmos. Environ. , 40 : 4946 – 4959 . doi: 10.1016/j.atmonsenv.2005.09.087
  • Byun , D. and Schere , K.L. 2006 . Review of the governing equations, computational algorithms, and other components of the models—3 Community Multiscale Air Quality (CMAQ) modeling system . Appl. Mech. Rev. , 59 : 51 – 77 . doi: 10.1115/1.2128636
  • Carlton , A.G. , Bhave , P.V. , Napelenok , S.L. , Edney , E.D. , Sarwar , G. , Pinder , R.W. , Pouliot , G.A. and Houyoux , M. 2010 . Model representation of secondary organic aerosol in CMAQv4.7 . Environ. Sci. Technol. , 44 : 8553 – 8560 . doi: 10.1021/es100636q
  • Carlton , A.G. , Turpin , B.J. , Altieri , K.E. , Seitzinger , S.P. , Mathur , R. , Roselle , S.J. and Weber , R.J. 2008 . CMAQ model performance enhanced when in-cloud secondary organic aerosol is included: Comparisons of organic carbon predictions with measurements . Environ. Sci. Technol. , 42 : 8798 – 8802 . doi: 10.1021/es801192n
  • Carlton , A.G. , Wiedinmyer , C. and Kroll , J.H. 2009 . A review of secondary organic aerosol (SOA) formation from isoprene . Atmos. Chem. Phys. , 9 : 4987 – 5005 .
  • Carter, W.P.L. 2000. Documentation of the SAPRC-99 chemical mechanism for VOC reactivity assessment. California Air Resources Board, contract nos. 92–329 and 95–308. http://www.arb.ca.gov/research/apr/past/92-329a_v2.pdf (http://www.arb.ca.gov/research/apr/past/92-329a_v2.pdf)
  • Carolina Environmental Program . 2003 . Sparse Matrix Operator Kernel Emissions Modeling System (SMOKE) User Manual , Chapel Hill , NC : www.smoke-model.org .
  • Chock , D.P. , Chang , T.Y. , Winkler , S.L. and Nance , B.I. 1999 . The impact of an 8 h ozone air quality standard on ROG and NOx controls in Southern California . Atmos. Environ. , 33 : 2471 – 2485 . doi: 10.1016/s1352-2310(98)00381-1
  • Cohan , D.S. , Hakami , A. , Hu , Y.T. and Russell , A.G. 2005 . Nonlinear response of ozone to emissions: Source apportionment and sensitivity analysis . Environ. Sci. Technol. , 39 : 6739 – 6748 . doi: 10.1021/es048664m
  • Davis , J.M. , Bhave , P.V. and Foley , K.M. 2008 . Parameterization of N2O5 reaction probabilities on the surface of particles containing ammonium, sulfate, and nitrate . Atmos. Chem. Phys. , 8 : 5295 – 5311 .
  • Dodge , M. 1987 . Chemistry of Oxidant Formation: Implications for Designing Effective Control Strategies , Washington , DC : U.S. Environmental Protection Agency . EPA/600/D-87/114 (NTISPB87179990)
  • Dudhia , J. 1989 . Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model . J. Atmos. Sci. , 46 : 3077 – 3107 . doi: 10.1175/1520-0469(1989)0462.0.co;2
  • Duncan , B.N. , Yoshida , Y. , Olson , J.R. , Sillman , S. , Martin , R.V. , Lamsal , L. , Hu , Y.T. , Pickering , K.E. , Retscher , C. , Allen , D.J. and Crawford , J.H. 2010 . Application of OMI observations to a space-based indicator of NOx and VOC controls on surface ozone formation . Atmos. Environ. , 44 : 2213 – 2223 . doi: 10.1016/j.atmosenv.2010.03.010
  • Dunker , A.M. 1980 . The response of an atmospheric reaction-transport model to changes in input functions . Atmos. Environ. , 14 : 671 – 679 . doi: 10.1016/0004-6981(80)90051-7
  • Dunker , A.M. 1981 . Efficient calculation of sensitivity coefficients for complex atmospheric models . Atmos. Environ. , 15 : 1155 – 1161 . doi: 10.1016/0004-6981(81)90305-x
  • Dunker , A.M. 1984 . The decoupled direct method for calculating sensitivity coefficients in chemical-kinetics . Abstracts of Papers of the American Chemical Society , 188(AUG):88-PHYS
  • Dunker , A.M. , Yarwood , G. , Ortmann , J.P. and Wilson , G.M. 2002 . Comparison of source apportionment and source sensitivity of ozone in a three-dimensional air quality model . Environ. Sci. Technol. , 36 : 2953 – 2964 . doi: 10.1021/es011418f
  • Eder , B. and Yu , S.C. 2006 . A performance evaluation of the 2004 release of models—3 CMAQ . Atmos. Environ , 40 : 4811 – 4824 . doi: 10.1016/j.atmosenv.2005.08.045
  • Elleman , R.A. and Covert , D.S. 2009 . Aerosol size distribution modeling with the community multiscale air quality modeling system in the Pacific Northwest: 1. Model comparison to observations . J. Geophys. Res. Atmos. , D11206 doi: D11206:10.1029/2008jd010791
  • Emery , C. , Tai , E. and Yarwood , G. Enhanced meteorological modeling and performance evaluation for two Texas ozone episodes . Prepared for the Texas Natural Resource Conservation Commissions by Environ International Corporation . Novato , CA .
  • Environ . 2003 . User's guide to the comprehensive air quality model with extensions (CAMx). Version 4.02 , Novato , CA : Report prepared by ENVIRON International Corporation .
  • Foley , K.M. , Roselle , S.J. , Appel , K.W. , Bhave , P.V. , Pleim , J.E. , Otte , T.L. , Mathur , R. , Sarwar , G. , Young , J.O. , Gilliam , R.C. , Nolte , C.G. , Kelly , J.T. , Gilliland , A.B. and Bash , J.O. 2010 . Incremental testing of the Community Multiscale Air Quality (CMAQ) modeling system version 4.7 . Geosci. Model Dev. , 3 : 205 – 226 .
  • Hakami , A. , Odman , M.T. and Russell , A.G. 2003 . High-order, direct sensitivity analysis of multidimensional air quality models . Environ. Sci. Technol. , 37 : 2442 – 2452 . doi: 10.1021/es020677h
  • Hakami , A. , Odman , M.T. and Russell , A.G. 2004 . Nonlinearity in atmospheric response: A direct sensitivity analysis approach . J. Geophys. Res. Atmos. , : D15303 doi: D15303:10.1029/2003jd004502
  • Hanna , S.R. and Yang , R.X. 2001 . Evaluations of mesoscale models’ simulations of near-surface winds, temperature gradients, and mixing depths . J. Appl. Meteorol. , 40 : 1095 – 1104 . doi: 10.1175/1520-0450(2001)0402.0.co;2
  • Hong , S.Y. , Noh , Y. and Dudhia , J. 2006 . A new vertical diffusion package with an explicit treatment of entrainment processes . Mon. Weather Rev. , 134 : 2318 – 2341 . doi: 10.1175/mwr3199.1
  • Ito , K. , De Leon , S.F. and Lippmann , M. 2005 . Associations between ozone and daily mortality—Analysis and meta-analysis . Epidemiology , 16 : 446 – 457 . doi: 10.1097/01.ede.0000165821.90114.7f
  • Jiang , G.F. , Lamb , B. and Westberg , H. 2003 . Using back trajectories and process analysis to investigate photochemical ozone production in the Puget Sound region . Atmos. Environ. , 37 : 1489 – 1502 . doi: 10.1016/s1352-2310(02)01027-0
  • Kain , J.S. and Fritsch , J.M. 1990 . A one-dimensional entraining detraining plume model and its application in convective parameterization . J. Atmos. Sci. , 47 : 2784 – 2802 . doi: 10.1175/1520-0469(1990)0472.0.co;2
  • Karydis , V.A. , Tsimpidi , A.P. and Pandis , S.N. 2007 . Evaluation of a three-dimensional chemical transport model (PMCAMx) in the eastern United States for all four seasons . J. Geophys. Res. Atmos. , D ( 14211 ) doi: D14211:10.1029/2006jd007890
  • Kelly , J.T. , Bhave , P.V. , Nolte , C.G. , Shankar , U. and Foley , K.M. 2010 . Simulating emission and chemical evolution of coarse sea-salt particles in the Community Multiscale Air Quality (CMAQ) model . Geosci. Model Dev. , 3 : 257 – 273 .
  • Koo , B. , Wilson , G.M. , Morris , R.E. , Dunker , A.M. and Yarwood , G. 2009 . Comparison of source apportionment and sensitivity analysis in a particulate matter air quality model . Environ. Sci. Technol. , 43 : 6669 – 6675 . doi: 10.1021/es9008129
  • Likens , G.E. , Driscoll , C.T. and Buso , D.C. 1996 . Long-term effects of acid rain: Response and recovery of a forest ecosystem . Science , 272 : 244 – 246 .
  • Lin , Y.L. , Farley , R.D. and Orville , H.D. 1983 . Bulk parameterization of the snow field in a cloud model . J. Clim. Appl. Meteorol. , 22 : 1065 – 1092 . doi: 10.1175/1520-0450
  • Mass , C. 1982 . The topographically forced diurnal circulations of western Washington State and their influence on precipitation . Mon. Weather Rev. , 110 : 170 – 183 . doi: 10.1175/1520-0493(1982)1102.0.co;2
  • Mauzerall , D.L. and Wang , X.P. 2001 . Protecting agricultural crops from the effects of tropospheric ozone exposure: Reconciling science and standard setting in the United States, Europe, and Asia . Annu. Rev. Energy Environ. , 26 : 237 – 268 . doi: 10.1146/annurev.energy.26.1.237
  • Mendoza-Dominguez , A. , Wilkinson , J.G. , Yang , Y.J. and Russell , A.G. 2000 . Modeling and direct sensitivity analysis of biogenic emissions impacts on regional ozone formation in the Mexico-US border area . J. Air Waste Manage. Assoc. , 50 : 21 – 31 . doi: 10.1080/10473289.2000.10463987
  • Mlawer , E.J. , Taubman , S.J. , Brown , P.D. , Iacono , M.J. and Clough , S.A. 1997 . Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave . J. Geophys. Res. Atmos. , 102 ( D14 ) : 16663 – 16682 . doi: 10.1029/97jd00237
  • Napelenok , S.L. , Cohan , D.S. , Hu , Y.T. and Russell , A.G. 2006 . Decoupled direct 3D sensitivity analysis for particulate matter (DDM-3D/PM) . Atmos. Environ. , 40 : 6112 – 6121 . doi: 10.1016/j.atmosenv.2006.05.039
  • O'Neill , S.M. and Lamb , B.K. 2005 . Intercomparison of the Community Multiscale Air Quality model and CALGRID using process analysis . Environ. Sci. Technol. , 39 : 5742 – 5753 . doi: 10.1021/es048403c
  • Odman, M.T., J.W. Boylan, J.G.Wilkinson, A.G. Russell, K. Doty,W. Norris, R. McNider, S.F. Mueller, and R.E. Imhoff. 2002. SAMI Air Quality Modeling Report, Final Report, Southern Appalachian Mountains Initiative. http://www.nature.nps.gov/air/pubs/pdf/SAMI_Final_Report_0802.pdf (http://www.nature.nps.gov/air/pubs/pdf/SAMI_Final_Report_0802.pdf)
  • Pun , B.K. , Seigneur , C. , Bailey , E.M. , Gautney , L.L. , Douglas , S.G. , Haney , J.L. and Kumar , N. 2008 . Response of atmospheric particulate matter to changes in precursor emissions: A comparison of three air quality models . Environ. Sci. Technol. , 42 : 831 – 837 . doi: 10.1021/es702333d
  • Schwartz , J. , Dockery , D.W. and Neas , L.M. 1996 . Is daily mortality associated specifically with fine particles? . J. Air Waste Manage. Assoc. , 46 : 927 – 939 . doi: 10.1080/10473289.1996.10467528
  • Seinfeld , J.H. and Pandis , S.N. 2006 . Atmospheric Chemistry and Physics: From Air Pollution to Climate Change , Hoboken , NJ : John Wiley & Sons .
  • Skamarock , W.A. , Klemp , J.B. , Dudhia , J. , Gill , D.O. , Barker , D.M. , Wang , W. and Powers , J.G. 2005 . A Description of the Advanced Research WRF Version 2 , Boulder , CO : National Center for Atmospheric Research . Technical note
  • Tesche , T.W. , Morris , R. , Tonnesen , G. , McNally , D. , Boylan , J. and Brewer , P. 2006 . CMAQ/CAMx annual 2002 performance evaluation over the eastern US . Atmos. Environ. , 40 : 4906 – 4919 . doi: 10.1016/j.atmosenv.2005.08.046
  • Tong , D.Q. and Mauzerall , D.L. 2006 . Spatial variability of summertime tropospheric ozone over the continental United States: Implications of an evaluation of the CMAQ model . Atmos. Environ. , 40 : 3041 – 3056 . doi: 10.1016/j.atmosenv.2005.11.058
  • Tsimpidi , A.P. , Karydis , V.A. and Pandis , S.N. 2007 . Response of inorganic fine particulate matter to emission changes of sulfur dioxide and ammonia: The eastern United States as a case study . J. Air Waste Manage. Assoc. , 57 : 1489 – 1498 . doi: 10.3155/1047-3289.57.12.1489
  • Tsimpidi , A.P. , Karydis , V.A. and Pandis , S.N. 2008 . Response of fine particulate matter to emission changes of oxides of nitrogen and-anthropogenic volatile organic compounds in the Eastern United States . J. Air Waste Manage. Assoc. , 58 : 1463 – 1473 . doi: 10.3155/1047-3289.58.11.1463
  • U.S. Environmental Protection Agency . 1991 . Guidance for Regulatory Application of the Urban Airshed Model (UAM) , Research Triangle Park , NC : Office of Air Quality Planning and Standards, U.S. Environmental Protection Agency .
  • White , W.H. , Anderson , J.A. , Blumenthal , D.L. , Husar , R.B. , Gillani , N.V. , Husar , J.D. and Wilson , W.E. 1976 . Formation and transport of secondary air-pollutants—Ozone and aerosols in St-Louis Urban Plume . Science , 194 : 187 – 189 . doi: 10.1126/science.959846
  • Yang , Y.J. , Wilkinson , J.G. and Russell , A.G. 1997 . Fast, direct sensitivity analysis of multidimensional photochemical models . Environ. Sci. Technol. , 31 : 2859 – 2868 .
  • Yu , S.C. , Eder , B. , Dennis , R. , Chu , S.H. and Schwartz , S.E. 2006 . New unbiased symmetric metrics for evaluation of air quality models . Atmos. Sci. Lett. , 7 : 26 – 34 . doi: 10.1002/asl.125
  • Zhang , Y. , Liu , P. , Queen , A. , Misenis , C. , Pun , B. , Seigneur , C. and Wu , S.Y. 2006 . A comprehensive performance evaluation of MM5-CMAQ for the Summer 1999 Southern Oxidants Study episode—Part II: Gas and aerosol predictions . Atmos. Environ. , 40 : 4839 – 4855 . doi: 10.1016/j.atmonsenv.2005.12.048
  • Zhang , Y. , Pun , B. , Wu , S.Y. , Vijayaraghavan , K. and Seigneur , C. 2004 . Application and evaluation of two air quality models for particulate matter for a southeastern US episode . J. Air Waste Manage. Assoc. , 54 : 1478 – 1493 . doi: 10.1080/10473289.2004.10471012
  • Zhang , Y. , Vijayaraghavan , K. and Seigneur , C. 2005 . Evaluation of three probing techniques in a three-dimensional air quality model . J. Geophys. Res. Atmos. , D ( 02305 ) doi: D0230510.1029/2004jd005248
  • Zhou , J.A. , Ito , K. , Lall , R. , Lippmann , M. and Thurston , G. 2011 . Time-series analysis of mortality effects of fine particulate matter components in Detroit and Seattle . Environ. Health Perspect. , 119 : 461 – 466 . doi: 10.1289/ehp.1002613

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