Presentation is loading. Please wait.

Presentation is loading. Please wait.

J. Burke1, K. Wesson2, W. Appel1, A. Vette1, R. Williams1

Published byKaren Gray Modified over 5 years ago

Similar presentations

Presentation on theme: "J. Burke1, K. Wesson2, W. Appel1, A. Vette1, R. Williams1"— Presentation transcript:

1 Evaluation of a Combined Air Quality and Exposure Modeling Study for Detroit, MI
J. Burke1, K. Wesson2, W. Appel1, A. Vette1, R. Williams1 1US EPA ORD, National Exposure Research Laboratory, Research Triangle Park, NC 2US EPA OAR, Office of Air Quality Planning and Standards, Research Triangle Park, NC CMAS Conference October 13, 2010

2 Objectives Evaluate a combined air quality and exposure model application using measurements from human exposure study in Detroit Spatial scale to characterize intra-urban variability CMAQ output Monitoring data Determine whether CMAQ captured spatial and temporal variability in measured concentrations, and for which pollutants Better understand model limitations in accurately predicting air pollutant concentrations and exposures

3 Methods: CMAQ Modeling
4 km domain 1 km domain STN Monitor Locations Methods: CMAQ Modeling CMAQ v4.71 for nested domains across Detroit metropolitan area 12km, 4km & 1km Criteria & toxic pollutants 2005 emissions and meteorology Emissions included: Updates for Detroit urban area processed with SMOKE Link-based mobile emissions for PM and toxics (CONCEPT) Spatially allocated 4km & 1km nonpoint emissions using Surrogate Tool MM5 meteorological data 12km & 4km processed with MCIP v4.3 1km data disaggregated from the 4km MCIP output Detroit

4 Methods: Exposure Measurements
Detroit Exposure and Aerosol Research Study (DEARS) Daily (24h) measurements Residential indoor/outdoor and personal exposures PM mass and species VOCs, aldehydes O3, NO2, SO2 2004 to 2007 Summer/winter seasons Exposure monitoring areas (EMAs) 5 source-impacted 1 regional background Allen Park CSN EMA 4 EMA 6 EMA 3 EMA 1 EMA 5 Allen Park EMA 7

5 Methods: Exposure Modeling
Stochastic Human Exposure and Dose Simulation for Particulate Matter (SHEDS-PM) Estimates population distribution of exposures for location of interest Time series of PM concentrations for location Simulates representative population of individuals based on census demographics Uses human activity diaries to characterize variability in time spent indoors, outdoors, in vehicles Individual #1 2 3 4 5 …

6 CMAQ Average PM2.5 Concentration

7 Results: CMAQ 4 km vs. 1 km

8 Results: CMAQ 4 km vs. 1 km

9 Results: CMAQ vs. DEARS

10 Results: CMAQ vs. DEARS

11 Results: CMAQ vs. DEARS

12 Results: CMAQ vs. DEARS

13 Results: CMAQ vs. DEARS

14 Results: CMAQ vs. DEARS

15 Results: CMAQ vs. DEARS

16 Results: SHEDS Exposure

17 Results: SHEDS Exposure

18 Summary CMAQ 4 km vs. 1 km Greater spatial resolution in urban center may be important, especially for industrial urban areas CMAQ vs. DEARS Larger differences between CMAQ and DEARS compared to difference between 4 km and 1 km CMAQ Seasonal biases for PM need to be accounted for before using in exposure model

19 Disclaimer: Although this work was reviewed by EPA and approved for publication, it may not necessarily reflect official Agency policy.

Download ppt "J. Burke1, K. Wesson2, W. Appel1, A. Vette1, R. Williams1"

Similar presentations

Development and Application of PM2.5 Interpollutant Trading Ratios to Account for PM2.5 Secondary Formation in Georgia James Boylan and Byeong-Uk Kim Georgia.

Development and Application of PM2.5 Interpollutant Trading Ratios to Account for PM2.5 Secondary Formation in Georgia James Boylan and Byeong-Uk Kim Georgia.
Office of Research and Development National Exposure Research Laboratory, Atmospheric Modeling and Analysis Division Changes in U.S. Regional-Scale Air.

Office of Research and Development National Exposure Research Laboratory, Atmospheric Modeling and Analysis Division Changes in U.S. Regional-Scale Air.
NASA AQAST 6th Biannual Meeting January 15-17, 2014 Heather Simon Changes in Spatial and Temporal Ozone Patterns Resulting from Emissions Reductions: Implications.

NASA AQAST 6th Biannual Meeting January 15-17, 2014 Heather Simon Changes in Spatial and Temporal Ozone Patterns Resulting from Emissions Reductions: Implications.
Inventory Issues and Modeling- Some Examples Brian Timin USEPA/OAQPS October 21, 2002.

Inventory Issues and Modeling- Some Examples Brian Timin USEPA/OAQPS October 21, 2002.
Halûk Özkaynak US EPA, Office of Research and Development National Exposure Research Laboratory, RTP, NC Presented at the CMAS Special Symposium on Air.

Halûk Özkaynak US EPA, Office of Research and Development National Exposure Research Laboratory, RTP, NC Presented at the CMAS Special Symposium on Air.
U.S. EPA Office of Research & Development October 30, 2013 Prakash V. Bhave, Mary K. McCabe, Valerie C. Garcia Atmospheric Modeling & Analysis Division.

U.S. EPA Office of Research & Development October 30, 2013 Prakash V. Bhave, Mary K. McCabe, Valerie C. Garcia Atmospheric Modeling & Analysis Division.
An initial linkage of the CMAQ modeling system at neighborhood scales with a human exposure model Jason Ching/Thomas Pierce Air-Surface Processes Modeling.

An initial linkage of the CMAQ modeling system at neighborhood scales with a human exposure model Jason Ching/Thomas Pierce Air-Surface Processes Modeling.
Evaluation of the AIRPACT2 modeling system for the Pacific Northwest Abdullah Mahmud MS Student, CEE Washington State University.

Evaluation of the AIRPACT2 modeling system for the Pacific Northwest Abdullah Mahmud MS Student, CEE Washington State University.
Halûk Özkaynak US EPA, Office of Research and Development National Exposure Research Laboratory, RTP, NC Presented at the CMAS Special Symposium on Air.

Halûk Özkaynak US EPA, Office of Research and Development National Exposure Research Laboratory, RTP, NC Presented at the CMAS Special Symposium on Air.
1 icfi.com | 1 HIGH-RESOLUTION AIR QUALITY MODELING OF NEW YORK CITY TO ASSESS THE EFFECTS OF CHANGES IN FUELS FOR BOILERS AND POWER GENERATION 13 th Annual.

1 icfi.com | 1 HIGH-RESOLUTION AIR QUALITY MODELING OF NEW YORK CITY TO ASSESS THE EFFECTS OF CHANGES IN FUELS FOR BOILERS AND POWER GENERATION 13 th Annual.
Simulation of European emissions impacts on particulate matter concentrations in 2010 using Models-3 Rob Lennard, Steve Griffiths and Paul Sutton (RWE.

Simulation of European emissions impacts on particulate matter concentrations in 2010 using Models-3 Rob Lennard, Steve Griffiths and Paul Sutton (RWE.
Simulating diurnal changes of speciated particulate matter in Atlanta, Georgia using CMAQ Yongtao Hu, Jaemeen Baek, Bo Yan, Rodney Weber, Sangil Lee, Evan.

Simulating diurnal changes of speciated particulate matter in Atlanta, Georgia using CMAQ Yongtao Hu, Jaemeen Baek, Bo Yan, Rodney Weber, Sangil Lee, Evan.
Developing a High Spatial Resolution Aerosol Optical Depth Product Using MODIS Data to Evaluate Aerosol During Large Wildfire Events STI-5701 Jennifer.

Developing a High Spatial Resolution Aerosol Optical Depth Product Using MODIS Data to Evaluate Aerosol During Large Wildfire Events STI-5701 Jennifer.
COMPARISON OF LINK-BASED AND SMOKE PROCESSED MOTOR VEHICLE EMISSIONS OVER THE GREATER TORONTO AREA Junhua Zhang 1, Craig Stroud 1, Michael D. Moran 1,

COMPARISON OF LINK-BASED AND SMOKE PROCESSED MOTOR VEHICLE EMISSIONS OVER THE GREATER TORONTO AREA Junhua Zhang 1, Craig Stroud 1, Michael D. Moran 1,
National/Regional Air Quality Modeling Assessment Over China and Taiwan Using Models-3/CMAQ Modeling System Joshua S. Fu 1, Carey Jang 2, David Streets.

National/Regional Air Quality Modeling Assessment Over China and Taiwan Using Models-3/CMAQ Modeling System Joshua S. Fu 1, Carey Jang 2, David Streets.
Office of Research and Development National Exposure Research Laboratory | Atmospheric Modeling and Analysis Division| A Tale of Two Models: A Comparison.

Office of Research and Development National Exposure Research Laboratory | Atmospheric Modeling and Analysis Division| A Tale of Two Models: A Comparison.
The Impact of Biogenic VOC Emissions on Tropospheric Ozone Formation in the Mid-Atlantic Region Michelle L. Bell Yale University Hugh Ellis Johns Hopkins.

The Impact of Biogenic VOC Emissions on Tropospheric Ozone Formation in the Mid-Atlantic Region Michelle L. Bell Yale University Hugh Ellis Johns Hopkins.
Impacts of Biomass Burning Emissions on Air Quality and Public Health in the United States Daniel Tong $, Rohit Mathur +, George Pouliot +, Kenneth Schere.

Impacts of Biomass Burning Emissions on Air Quality and Public Health in the United States Daniel Tong $, Rohit Mathur +, George Pouliot +, Kenneth Schere.
Fine scale air quality modeling using dispersion and CMAQ modeling approaches: An example application in Wilmington, DE Jason Ching NOAA/ARL/ASMD RTP,

Fine scale air quality modeling using dispersion and CMAQ modeling approaches: An example application in Wilmington, DE Jason Ching NOAA/ARL/ASMD RTP,
Ambient Air Monitoring Networks 2010 CMAS Conference Chapel Hill, NC October 13, 2010 Rich Scheffe, Sharon Phillips, Wyatt Appel, Lew Weinstock, Tim Hanley,

Ambient Air Monitoring Networks 2010 CMAS Conference Chapel Hill, NC October 13, 2010 Rich Scheffe, Sharon Phillips, Wyatt Appel, Lew Weinstock, Tim Hanley,

Similar presentations

Ads by Google