Grantee Research Project Results
Publications Details for Grant Number R833865
Applying Data Assimilation and Adjoint Sensitivity to Epidemiological and Policy Studies of Airborne Particulate Matter
RFA:
Innovative Approaches to Particulate Matter Health, Composition, and Source Questions (2007)
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| Reference Type | Citation | Progress Report Year | Document Sources |
|---|---|---|---|
| Journal Article | Baxter LK, Dionisio KL, Burke J, Sarnat SE, Sarnat JA, Hodas N, Rich DQ, Turpin BJ, Jones RR, Mannshardt E, Kumar N, Beevers SD, Ozkaynak H. Exposure prediction approaches used in air pollution epidemiology studies: key findings and future recommendations. Journal of Exposure Science & Environmental Epidemiology 2013;23(6):654-659. |
R833865 (Final) R834799 (2014) R834799 (2015) R834799 (2016) R834799 (Final) R834799C004 (2013) R834799C004 (2014) R834799C004 (2015) R834799C004 (Final) |
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| Journal Article | Fahey KM, Carlton AG, Pye HOT, Baek J, Hutzell WT, Stanier CO, Baker KR, Appel KW, Jaoui M, Offenberg JH. A framework for expanding aqueous chemistry in the Community Multiscale Air Quality (CMAQ) model version 5.1. Geoscientific Model Development 2017;10(4):1587-1605. |
R833865 (Final) R835041 (Final) |
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| Journal Article | Kumar N, Chu AD, Foster AD, Peters T, Willis R. Satellite remote sensing for developing time and space resolved estimates of ambient particulate in Cleveland, OH. Aerosol Science and Technology 2011;45(9):1090-1108. |
R833865 (Final) R835193 (Final) |
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| Journal Article | Liang D, Kumar N. Time-space Kriging to address the spatiotemporal misalignment in the large datasets. Atmospheric Environment 2013;72:60-69. |
R833865 (Final) |
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| Journal Article | Porter AT, Oleson JJ, Stanier CO. On the spatio-temporal relationship between MODIS AOD and PM2.5 particulate matter measurements. Journal of Data Science 2014;12(2):255-275. |
R833865 (2012) R833865 (Final) |
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| Journal Article | Zhang HL, Ying Q. Secondary organic aerosol from polycyclic aromatic hydrocarbons in Southeast Texas. Atmospheric Environment 2012;55:279-287. |
R833865 (Final) |
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| Journal Article | Zhang HL, Zhang HL, Li JY, Ying Q, Guven BB, Olaguer EP. Source apportionment of formaldehyde during TexAQS 2006 using a source-oriented chemical transport model. Journal of Geophysical Research-Atmospheres 2013;118(3):1525-1535. |
R833865 (Final) |
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| Journal Article | Zhang H, Li J, Ying Q, Yu JZ, Wu D, Chen Y, He K, Jiang J. Source apportionment of PM2.5 nitrate and sulfate in China using a source-oriented chemical transport model. Atmospheric Environment 2012;62:228-242. |
R833864 (2011) R833864 (2012) R833864 (2013) R833864 (Final) R833865 (Final) |
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| Journal Article | Zhang H, Chen G, Hu J, Chen S-H, Wiedinmyer C, Kleeman M, Ying Q. Evaluation of a seven-year air quality simulation using the Weather Research and Forecasting (WRF)/Community Multiscale Air Quality (CMAQ) models in the eastern United States. Science of the Total Environment 2014;473-474:275-285. |
R833864 (2013) R833864 (Final) R833865 (Final) |
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| Presentation | Baek J, Kumar N, Oleson J, Jameel S, Stanier C, Carmichael G. Source resolved PM2.5 concentrations estimated by the chemical mass balance model and CMAQ in Chicago – methods and application to a spatially and temporally resolved mortality dataset. Presented at the American Association of Aerosol Research Specialty Conference – Air Pollution and Health: Bridging the Gap from Sources to Health Outcomes, San Diego, CA, March 22-26, 2010 (Abstract 3SQ3.T5). |
R833865 (2010) R833865 (Final) |
not available |
| Presentation | Baek J, Stanier CO, Sousan S, Oleson J, Kumar N, Carmichael GR. Supporting multi-year, spatial-temporal analysis of health data with air pollution through the chemical transport modeling. Presented at the Annual American Association for Aerosol Research 29th Annual Conference, Portland, OR, October 25-29, 2010 (Abstract 736). |
R833865 (2010) R833865 (Final) |
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| Presentation | Baek J, Stanier CO, Saide PE, Schoenfelder J, Carmichael GR, Carlton AG. Developing forward and adjoint aqueous chemistry module for CMAQ with Kinetic PreProcessor. Presented at the 10th Annual Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 24-26, 2011 (Abstract 557). |
R833865 (2011) R833865 (2012) R833865 (Final) R835041 (2012) |
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| Presentation | Baek J, Carmichael G, Stanier C. Source apportionment of black carbon in Chicago using a CMAQ tracer method from 2000 to 2004. Poster presented at the 2011 Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 24-26, 2011. |
R833865 (2012) R833865 (Final) |
not available |
| Presentation | Baek J, Carmichael G, Stanier C. Source apportionment of black carbon in Chicago using a CMAQ Tracer method from 2000 to 2004. Presented at the 10th Annual Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 24–26, 2011. |
R833865 (2011) |
not available |
| Presentation | Sousan S, Kumar N, Spak S, Beranek-Collins A, Carmichael G, Stanier C. Use of surface measurements and MODIS aerosol optical depth for improved model-based PM2.5 prediction in the United States. Presented at the Annual American Association for Aerosol Research Conference, Minneapolis, MN, October 26-30, 2009 (Abstract 1371). |
R833865 (2009) R833865 (Final) |
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| Presentation | Sousan S, Baek J, Kumar N, Oleson J, Spak S, Carmichael G, Stanier C. Use of surface measurements and MODIS aerosol optical depth for improved model based PM2.5 prediction in the United States. Presented at the 2010 American Institute of Chemical Engineers (AIChE) Annual Meeting, Salt Lake City, UT, November 7-12, 2010. |
R833865 (2010) R833865 (Final) |
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| Presentation | Sousan S, Baek J, Kumar N, Oleson J, Spak S, Carmichael G, Stanier C. Use of surface measurements and MODIS aerosol optical depth for improved model based PM2.5 prediction in the United States. Presented at the Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 12, 2010. |
R833865 (2010) R833865 (Final) |
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| Presentation | Sousan S, Baek J, Kumar N, Oleson J, Spak S, Carmichael G, Stanier C. Use of surface measurements and MODIS aerosol optical depth for improved model based PM2.5 prediction in the United States. Presented at the Annual American Association for Aerosol Research 29th Annual Conference, Portland, OR, October 25-29, 2010 (Abstract 300). |
R833865 (2010) R833865 (Final) |
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| Presentation | Sousan S, Baek J, Spak S, Kumar N, Oleson J, Carmichael G. Optimizing data assimilation parameters for improved CMAQ PM2.5 estimates over the United States to inform epidemiological studies. Presented at the Annual Meeting of the American Institute of Chemical Engineers (AIChE), Minneapolis Convention Center, Minneapolis, MN, October 16-21, 2011 (Abstract 485). |
R833865 (2011) R833865 (2012) R833865 (Final) |
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| Presentation | Sousan S, Baek J, Spak S, Kumar N, Oleson J, Carmichael G. Optimizing data assimilation parameters for improved CMAQ PM2.5 estimates over the United States to inform epidemiological studies. Presented at the 30th Annual American Association for Aerosol Research Conference, Orlando, FL, October 3-7, 2011. |
R833865 (2011) R833865 (2012) R833865 (Final) |
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| Presentation | Sousan S, Chai T, Baek J, Spak S, Kumar N, Oleson J, Kulkarni S, Carmichael G, Stanier CO. A case study in fusion of surface PM2.5 observations and 3D air quality model output. Poster presented at the 31st Annual American Association for Aerosol Research Conference, Minneapolis, MN, October 8-12, 2012. |
R833865 (2012) R833865 (Final) |
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| Presentation | Stanier CO. Applying CMAQ, MODIS, and surface observations to air quality applications in the United States. Presented at NASA Goddard Space Flight Center, Greenbelt, MD, November 19, 2013. |
R833865 (Final) |
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| Presentation | Stanier C. Air quality modeling and data assimilation – applications to air pollution epidemiology. Presented at the University of Iowa Environmental Health Sciences Research Center Seminar Series, Iowa City, IA, January 2012. |
R833865 (2012) R833865 (Final) |
not available |
| Presentation | Stanier C. Air quality modeling and data assimilation. Presented at the University of Ottawa Department of Epidemiology and Community Medicine Seminar, Ottawa, Ontario, Canada, January 2012. |
R833865 (2012) R833865 (Final) |
not available |
| Presentation | Zhao SL, Hakami A, Capps S, Nenes A, Russell T, Resler J, Chai T, Byun D, Turner M, Henze D, Percell P, Baek J, Stanier C, Carmichael G, Napelenok S, Pinder R, Sandu A. Development of a full adjoint for CMAQ. Presented at the Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 11, 2010. |
R833865 (2010) R833865 (Final) |
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| Working Group/Panel | Stanier C. Air quality science: an essential ingredient for successful air pollution health studies. Panel participant at the Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 11, 2010. |
R833865 (2010) R833865 (Final) |
not available |
The perspectives, information and conclusions conveyed in research project abstracts, progress reports, final reports, journal abstracts and journal publications convey the viewpoints of the principal investigator and may not represent the views and policies of ORD and EPA. Conclusions drawn by the principal investigators have not been reviewed by the Agency.