Air Quality Modeling

M.D. Cohen, R.R. Draxler, R.S. Artz, P. Blanchard, M.S. Gustin, Y.-J. Han, T.M. Holsen, D.A. Jaffe, P.K. Kelley, H. Lei, C.P. Loughner, W.T. Luke, S.N. Lyman, D.N. Niemi, J.M. Pacyna, M. Pilote, L. Poissant, D. Ratte, X. Ren, F. Steenhuisen, A. Steffen, R. Tordon, S.J. Wilson, 2016, Modeling the global atmospheric transport and deposition of mercury to the Great Lakes .Elementa: Science of the Anthropocene, 4:118, 25p, doi:10.12952/journal.elementa.000118

Chai, T. and R. R. Draxler, Root mean square error (RMSE) or mean absolute error (MAE)? Arguments against avoiding RMSE in the literature Geosci. Model Dev., 7, 1247-1250, 2014, http://www.geosci-model-dev.net/7/1247/2014/, doi:10.5194/gmd-7-1247-2014

Wen, D., J.C. Lin, D.B. Millet, A.F. Stein, and R.R. Draxler, 2012, A backward-time stochastic Lagrangian air quality model .Atm. Environ., 54, 373-386, doi:10.1016/j.atmosenv.2012.02.042

Wang, Yaqiang, Ariel F. Stein, Roland R. Draxler, Jesus D. de la Rosa, Xiaoye Zhang, Global sand and dust storms in 2008: Observation and HYSPLIT model verification, Atmospheric Environment 45 (2011) 6368-6381, doi:10.1016/j.atmosenv.2011.08.035

Alonso-Perez, S., E. Cuevas, C. Perez, X. Querol, J. M. Baldasano, R. Draxler and J. J. De Bustos (2011), Trend changes of African airmass intrusions in the marine boundary layer over the subtropical Eastern North Atlantic region in winter Tellus (2011),63B, 255-265, DOI: 10.1111/j.1600-0889.2010.00524

Roland R. Draxler, Paul Ginoux, Ariel F. Stein (2010), An Empirically Derived Emission Algorithm for Wind Blown Dust Journal of Geophysical Research, 115, D16212, doi:10.1029/2009JD013167

Ariel F. Stein, Glenn D. Rolph, Roland R. Draxler, Barbara Stunder, Mark Ruminksi, 2009, Verification of the NOAA Smoke Forecasting System: Model Sensitivity to the Injection Height Weather and Foreasting, 24:379-394, DOI: 10.1175/2008WAF2222166.1

Rolph, Glenn D., Roland R. Draxler, Ariel F. Stein, Albion Taylor, Mark G. Ruminski, Shobha Kondragunta, Jian Zeng, Ho-Chun Huang, Geoffrey Manikin, Jeffery T. McQueen, and Paula M. Davidson, 2009, Description and Verification of the NOAA Smoke Forecasting System: The 2007 Fire Season Weather and Forecasting, 24:361-378, DOI: 10.1175/2008WAF2222165.1

O'Neill, Susan M., S.M., N.K. Larkin, J. Hoadley, G. Mills, J.K. Vaughan, R. Draxler, G. Rolph, M. Ruminski, S.A. Ferguson, 2009, Regional real-time smoke prediction systems .Wildland Fires and Air Pollution, A. Bytnerowicz et al., Eds. Developments in Environmental Science Series, Vol. 8, Elsevier, 499-534.

Ryaboshapko, Alexey, O. Russell Bullock Jr., Jesper Christensen, Mark Cohen, Ashu Dastoor, Ilia Ilyin, Gerhard Petersen, Dimiter Syrakov, Oleg Travnikov, Richard S. Artz, Didier Davignon, Roland R. Draxler, John Munthe, Jozef Pacyna (2007), Intercomparison study of atmospheric mercury models: 2. Modelling results vs. long-term observations and comparison of country deposition budgets Science of the Total Environment, doi:10.1016/j.scitotenv.2007.01.071

Ryaboshapko, Alexey , O. Russell Bullock Jr., Jesper Christensen, Mark Cohen, Ashu Dastoor, Ilia Ilyin, Gerhard Petersen, Dimiter Syrakov, Richard S. Artz, Didier Davignon, Roland R. Draxler, John Munthe, 2007, Intercomparison study of atmospheric mercury models: 1. Comparison of models with short-term measurements Science of the Total Environment, 376:228-240, doi:10.1016/j.scitotenv.2007.01.072

Stein, A.F., V. Isakov, J. Godowitch, Roland R. Draxler (2007), A hybrid modeling approach to resolve pollutant concentrations in an urban area Atmos. Environ., 41:9410-9426

Escudero, M., A. Stein, R. R. Draxler, X. Querol, A. Alastuey, S. Castillo, and A. Avila (2006), Determination of the contribution of northern Africa dust source areas to PM10 concentrations over the central Iberian Peninsula using the Hybrid Single-Particle Lagrangian Integrated Trajectory model (HYSPLIT) model, , J. Geophys. Res.,, 111, D06210, doi:10.1029/2005JD006395.

Yan, P., J. Huang, and R.R. Draxler, 2005, The long-term simulation of surface SO2 and evaluation of contributions from the different emission sources to Beijing city, Science in China, Ser. D Earth Sciences, Vol.48 Supp. II 196-208, DOI: 10.1360/05yd0024

Draxler, R.R., 2004, HYSPLIT4 Predicted and Measured PM10 Air Concentrations, Prepared for the CSIRO Wind-blown Dust Workshop, November 8-10, Aspendale, VIC, Australia

Cohen,M., Artz,R., Draxler,R., Miller,P., Poissant,L., Niemi,D., Ratte,D., Deslauriers,M., Duval,R., Laurin,R., Slotnick,J., Nettesheim,T., and McDonald,J., 2004, Modeling the atmospheric transport and deposition of mercury to the Great Lakes, Environmental Research, 95, 247-265.

Hollingshead, A.T., Businger, S., Draxler, R., Porter, J., Stevens, D., 2003, Concentration and Dispersion Modeling of the Kilauea Plume, Boundary Layer Meteorology, 108:121-144.

Cohen, M.D., Draxler, R.R., Artz, R., Commoner, B., Bartlett, P., Cooney, P., Couchot, K., Dickar, A., Holger, E., Hill, C., Quigley, J., Rosenthal, J., Niemi D., Ratte, D., Deslauriers, M., Laurin, R., Mathewson-Brake, L., McDonald, J., 2002, The atmospheric transport and deposition of PCDD/F to the Great Lakes, Environ. Sci. and Technol., 36, 4831-4845.

Draxler, R.R., 2002, Forecasting Dust Storms using HYSPLIT, Prepared for the Sino-US Workshop on Dust Storms and Their Effects on Human Health, November 25-26, Raleigh, North Carolina

Yan, P., Huang, J., Draxler, R.R., 2002, A preliminary study of effects from surrounding sources on surface SO2 in Beijing, J. Appl. Meteorol. Sci.., 13:144-152.

Businger, S., Draxler, R.R., and Porter, J., 2001, Ensemble VOG Forecasts for Kilauea, MHPCC, 550 Lipoa Pkwy, Kihei, Maui, HI.

Draxler, R.R., D.A. Gillette, J.S. Kirkpatrick, and J. Heller, 2001, Estimating PM10 air concentrations from dust storms in Iraq, Kuwait, and Saudi Arabia, Atm. Environ., 35, 4315-4330.

Stein, A.F., D. Lamb, and R.R. Draxler, 2000, Incorporation of detailed chemistry into a three-dimensional Lagrangian-Eulerian hybrid model: application to regional tropospheric ozone, Atm. Environ., 34, 4361-4372.

Draxler, R.R., 1999, Kuwait oil fires smoke plume recalculation using Navy COAMPS meteorological data, NOAA Air Resources Laboratory, February, 6 p.

Draxler, R.R., 1999, Meteorological factors of ozone predictability at Houston, Texas, J. Air & Waste Manage Assoc., 50:259-271.

Yan P., X. Fang, X. Li, and R.R. Draxler, 1999, Analysis of the source region and variation of surface SO2 at Lin’An Station, Chinese Quarterly Journal of Applied Meteorology, 10 (3): 267-275.

Draxler, R.R., 1999, Meteorological factors in ozone predictability, Second EMEP-WMO Workshop on data analysis and interpretation, Dubrovnik, 4-8 October.

Draxler, R.R., 1998, Hysplit Trajectory model and clustering, Presented at the WMO-EMEP Workshop on advanced statistical methods and their application to air quality data sets, Helsinki, 14-18 September, 1998.

Draxler, R.R., 1998, NOAA / RSMC Washington Regional trans-boundary smoke and haze in south-east Asia, WMO workshop on Regional Trans-boundary Smoke and Haze in South-East Asia, Singapore, 2-5 June.

Draxler, R.R., Hicks, B.B., 1998, Regional Trans-Boundary Smoke and Haze in South-East Asia, WMO workshop on Regional Trans-boundary Smoke and Haze in South-East Asia, Singapore, 2-5 June 1998.

Yan, P., and R.R. Draxler, 1996, Using trajectory methods and dispersion models to discern the variation of sulfur dioxide air concentrations in China, November, 10 p, 14 illustrations.

Draxler, R.R., 1994, Source-receptor transport and dispersion matrix, NOAA ARL, 2 June, 3 p.

Draxler, R.R., 1994, Lagrangian modeling approaches and measurements to confirm an improvement in environmental quality due to reductions in SO2 emissions, Presentation Slides, NADP Tech Committee Meeting, Annapolis, MD, Oct 24-27.

Draxler, R.R., 1994, Lagrangian modeling approaches and measurements to confirm an improvement in environmental quality due to reductions in SO2 emissions. Abstracts, NADP Technical Committee Meeting, Annapolis, MD, 24-27 October.

Draxler, R.R., J.T. McQueen, and B.J.B. Stunder, 1994, An evaluation of air pollutant exposures due to the 1991 Kuwait oil fires using a Lagrangian model. Atmos. Environ. 28A:2197-2210.

Rolph, G.D., R.R. Draxler, and R.G. de Pena, 1993, The use of model-derived and observed precipitation in long-term sulfur concentrations and deposition modeling. Atmos. Environ., 27A: 2017-2037.

Rolph, G.D., R.R. Draxler, and R.G. de Pena, 1992, Modeling sulfur concentrations and depositions in the United States during ANATEX. Atmos. Environ., 26A:73-93.