Publications Details for:

Improving Particulate Matter Source Apportionment for Health Studies: A Trained Receptor Modeling Approach with Sensitivity, Uncertainty and Spatial Analyses
Grant Number R833866
RFA: Innovative Approaches to Particulate Matter Health, Composition, and Source Questions (2007)
Abstract (1)
Book Chapter (2)
Journal Article (18)
Presentation (9)
Reference Type Citation Progress Report Year Document Sources
Abstract Russell AG, Balachandran S, Lee D, Pachon J, Mullholland J, Hu Y, Tolbert P, Sarnat J. Linking particulate matter sources to health. Goldschmidt Conference Abstracts. Geochimica et Cosmochimica Acta 2009;73:A1135. R833866 (Final)
Book Chapter Ivey C, Holmes H, Hu YT, Mulholland JA, Russell AG. Spatial and temporal extension of a novel hybrid source apportionment model. In: Steyn D, Mathur R, eds. Air Pollution Modeling and its Application XXIII, Springer Proceedings in Complexity Series, New York, NY: Springer, 2014, Chapter 101, pp. 611-615. R833866 (Final)
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Book Chapter Russell A, Holmes H, Friberg M, Ivey C, Hu Y, Balachandran S, Mulholland J, Tolbert P, Sarnat J, Sarnat S, Strickland M, Chang H, Liu Y. Use of air quality modeling results in health effects research. In: Steyn D, Mathur R, eds. Air Pollution Modeling and its Application XXIII, Springer Proceedings in Complexity Series, New York, NY: Springer, 2014, Chapter 1, pp. 1-5. R833866 (Final)
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Journal Article Balachandran S, Pachon JE, Hu Y, Lee D, Mulholland JA, Russell AG. Ensemble-trained source apportionment of fine particulate matter and method uncertainty analysis. Atmospheric Environment 2012;61:387-394. R833866 (2012)
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Journal Article Balachandran S, Chang HH, Pachon JE, Holmes HA, Mulholland JA, Russell AG. Bayesian-based ensemble source apportionment of PM2.5. Environmental Science & Technology 2013;47(23):13511-13518. R833866 (Final)
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Journal Article Balachandran S, Pachon JE, Lee S, Oakes MM, Rastogi N, Shi W, Tagaris E, Yan B, Davis A, Zhang X, Weber RJ, Mulholland JA, Bergin MH, Zheng M, Russell AG. Particulate and gas sampling of prescribed fires in South Georgia, USA. Atmospheric Environment 2013;81:125-135. R833866 (Final)
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Journal Article Capps SL, Henze DK, Hakami A, Russell AG, Nenes A. ANISORROPIA: the adjoint of the aerosol thermodynamic model ISORROPIA. Atmospheric Chemistry and Physics 2012;12(1):527-543. R833866 (Final)
Journal Article Gass K, Balachandran S, Chang HH, Russell AG, Strickland MJ. Ensemble-based source apportionment of fine particulate matter and emergency department visits for pediatric asthma. American Journal of Epidemiology 2015;181(7):504-512. R833866 (Final)
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Journal Article Goldman GT, Mulholland JA, Russell AG, Srivastava A, Strickland MJ, Klein M, Waller LA, Tolbert PE, Edgerton ES. Ambient air pollutant measurement error: characterization and impacts in a time-series epidemiologic study in Atlanta. Environmental Science & Technology 2010;44(19):7692-7698. R833866 (Final)
Journal Article Goldman GT, Mulholland JA, Russell AG, Strickland MJ, Klein M, Waller LA, Tolbert PE. Impact of exposure measurement error in air pollution epidemiology: effect of error type in time-series studies. Environmental Health 2011;10:61 (11 pp.). R829213 (Final)
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Journal Article Goldman GT, Mulholland JA, Russell AG, Gass K, Strickland MJ, Tolbert PE. Characterization of ambient air pollution measurement error in a time-series health study using a geostatistical simulation approach. Atmospheric Environment 2012;57:101-108. R829213 (Final)
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Journal Article Hu Y, Odman MT, Chang ME, Russell AG. Operational forecasting of source impacts for dynamic air quality management. Atmospheric Environment 2015;116:320-322. R833866 (Final)
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Journal Article Ivey C, Holmes H, Shi G, Balachandran S, Hu Y, Russell AG. Development of PM2.5 source profiles using a hybrid chemical transport-receptor modeling approach. Environmental Science & Technology 2017;51(23):13788-13796. R833626 (Final)
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Journal Article Krall JR, Mulholland JA, Russell AG, Balachandran S, Winquist A, Tolbert PE, Waller LA, Sarnat SE. Associations between source-specific fine particulate matter and emergency department visits for respiratory disease in four U.S. cities. Environmental Health Perspectives 2017;125(1):97-103. R829213 (Final)
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Journal Article Lee D, Balachandran S, Pachon J, Shankaran R, Lee S, Mulholland JA, Russell AG. Ensemble-trained PM2.5 source apportionment approach for health studies. Environmental Science & Technology 2009;43(18):7023-7031. R831076 (Final)
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Journal Article Lv B, Hu Y, Chang HH, Russell AG, Bai Y. Improving the accuracy of daily PM2.5 distributions derived from the fusion of ground-level measurements with aerosol optical depth observations, a case study in North China. Environmental Science & Technology 2016;50(9):4752-4759. R833866 (Final)
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Journal Article Maier ML, Balachandran S, Sarnat SE, Turner JR, Mulholland JA, Russell AG. Application of an ensemble-trained source apportionment approach at a site impacted by multiple point sources. Environmental Science & Technology 2013;47(8):3743-3751. R833626 (Final)
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Journal Article Pachon JE, Balachandran S, Hu Y, Weber RJ, Mulholland JA, Russell AG. Comparison of SOC estimates and uncertainties from aerosol chemical composition and gas phase data in Atlanta. Atmospheric Environment 2010;44 (32):3907-3914. R833626 (2010)
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Journal Article Pachon JE, Balachandran S, Hu Y, Mulholland JA, Darrow LA, Sarnat JA, Tolbert PE, Russell AG. Development of outcome-based, multipollutant mobile source indicators. Journal of the Air & Waste Management Association 2012;62(4):431-442. R833626 (Final)
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Journal Article Pachon JE, Weber RJ, Zhang X, Mulholland JA, Russell AG. Revising the use of potassium (K) in the source apportionment of PM2.5. Atmospheric Pollution Research 2013;4(1):14-21. R833626 (Final)
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Journal Article Redman JD, Holmes HA, Balachandran S, Maier ML, Zhai X, Ivey C, Digby K, Mulholland JA, Russell AG. Development and evaluation of a daily temporal interpolation model for fine particulate matter species concentrations and source apportionment. Atmospheric Environment 2016;140:529-538. R833626 (Final)
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Presentation Balachandran S, Baumann K, Pachon J, Mulholland J, Russell A. A Bayesian-based ensemble technique for source apportionment of PM2.5. Presented at the 31st American Association for Aerosol Research (AAAR) Annual Conference, Minneapolis, MN, October 8-12, 2012. R833866 (2012)
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Presentation Holmes H, Zhai X, Redman J, Digby K, Ivey C, Balachandran S, Sororian S, Friberg M, Zhang W, Maier M, Hu Y, Russell AG, Mulholland JA, Chang H. Improved spatiotemporal air pollutant mixtures characterization for health studies. Presented at the 33rd NATO/SPS International Technical Meeting (ITM) on Air Pollution Modeling and its Application, Miami, FL, August 26-30, 2013. R833866 (Final)
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Presentation Ivey C, Holmes H, Hu Y, Russell A, Mulholland J. Spatial and temporal assessment of a hybrid source apportionment model using nonlinear optimization. Presented at the 32nd Annual American Association for Aerosol Research Conference, Portland, OR, September 30-October 4, 2013. R833866 (Final)
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Presentation Russell AG. A Bayesian ensemble-trained method for source apportionment of PM2.5. Presented at the 11th Annual Community Modeling and Analysis System (CMAS) Conference, Chapel Hill, NC, October 15-17, 2012. R833866 (2012)
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Presentation Russell A. Ensemble-trained PM2.5 source apportionment approach for health studies. Presented at the 31st American Association for Aerosol Research (AAAR) Annual Conference, Minneapolis, MN, October 8-12, 2012. R833866 (2009)
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Presentation Russell A, Tolbert P, Klein M, Mulholland J, Sarnat J, Marmur A, Sarnat SE. Improving particulate matter source apportionment for health studies: a trained receptor modeling approach with sensitivity, uncertainty, and spatial analyses. Presented at the 2010 American Association for Aerosol Research (AAAR) Specialty Conference, San Diego, CA, March 24, 2010. R833866 (2010)
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Presentation Russell A, Tolbert P, Klein M, Mulholland J, Sarnat J, Marmur A, Sarnat SE. Improving particulate matter source apportionment for health studies:a trained receptor modeling approach with sensitivity, uncertainty, and spatial analyses. Presented at the 32nd American Association for Aerosol Research Annual Conference, Portland, OR, September 30-October 4, 2013. R833866 (2010)
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Presentation Russell A, Holmes H, Friberg M, Ivey C, Hu Y, Balachandran S, Mulholland J, Tolbert P, Sarnat J, Sarnat S, Strickland M, Chang H, Liu Y. Use of air quality modeling results in health effects research. Presented at the 33rd NATO/SPS International Technical Meeting (ITM) on Air Pollution Modeling and its Application, Miami, FL, August 26-30, 2013. R833866 (Final)
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Presentation Russell A, Holmes H, Friberg M, Ivey C, Hu Y, Balachandran S, Mulholland J, Tolbert P, Sarnat J, Sarnat S, Strickland M, Chang H, Liu Y. Use of air quality modeling in health effects research. Presented at the Association of Environmental Engineering & Science Professors (AEESP) 50th Anniversary Conference, Golden, CO, July 14-16, 2013. R833866 (Final)
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