WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison

Oil and gas production in the Bakken region increased dramatically during the past decade. A WRF-Chem modeling study of the Northern Great Plains was conducted for a July 2010 baseline scenario prior to the largest of these production increases. Simulations using the RACM-MADE/SORGAM, CBMZ-MOSAIC, a...

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Main Authors: Carlos J. Bucaram, Frank M. Bowman
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/12/9/1121
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spelling doaj-1652d375d54c418eb19619e6e705114e2021-09-25T23:43:10ZengMDPI AGAtmosphere2073-44332021-08-01121121112110.3390/atmos12091121WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism IntercomparisonCarlos J. Bucaram0Frank M. Bowman1Department of Chemical Engineering, University of North Dakota, 243 Centennial Dr., Grand Forks, ND 58202-7101, USADepartment of Chemical Engineering, University of North Dakota, 243 Centennial Dr., Grand Forks, ND 58202-7101, USAOil and gas production in the Bakken region increased dramatically during the past decade. A WRF-Chem modeling study of the Northern Great Plains was conducted for a July 2010 baseline scenario prior to the largest of these production increases. Simulations using the RACM-MADE/SORGAM, CBMZ-MOSAIC, and MOZART-MOSAIC chemistry-aerosol mechanisms were compared to each other and against ground level observations. All three gas-aerosol modules produced similar prediction results for O<sub>3</sub>, and NO<sub>2</sub>, with moderate correlation to hourly measurements and monthly average values overpredicted by 20% for O<sub>3</sub> and underpredicted by 5% for NO<sub>2</sub>. Monthly average PM2.5 concentrations were relatively accurate, but correlation to hourly measurements was very low and PM2.5 subspecies exhibited high variability with a mix of over and underpredictions depending on the mechanism. Pollutant concentrations were relatively low across the mostly rural study domain, especially in the Bakken region. Results from this work can be used as a basis of comparison for studies of more recent time periods that include increased oil and gas-related emissions.https://www.mdpi.com/2073-4433/12/9/1121air qualityWRF-ChemBakkenRACM-MADE/SORGAMCBMZ-MOSAICMOZART-MOSAIC
collection DOAJ
language English
format Article
sources DOAJ
author Carlos J. Bucaram
Frank M. Bowman
spellingShingle Carlos J. Bucaram
Frank M. Bowman
WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
Atmosphere
air quality
WRF-Chem
Bakken
RACM-MADE/SORGAM
CBMZ-MOSAIC
MOZART-MOSAIC
author_facet Carlos J. Bucaram
Frank M. Bowman
author_sort Carlos J. Bucaram
title WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
title_short WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
title_full WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
title_fullStr WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
title_full_unstemmed WRF-Chem Modeling of Summertime Air Pollution in the Northern Great Plains: Chemistry and Aerosol Mechanism Intercomparison
title_sort wrf-chem modeling of summertime air pollution in the northern great plains: chemistry and aerosol mechanism intercomparison
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2021-08-01
description Oil and gas production in the Bakken region increased dramatically during the past decade. A WRF-Chem modeling study of the Northern Great Plains was conducted for a July 2010 baseline scenario prior to the largest of these production increases. Simulations using the RACM-MADE/SORGAM, CBMZ-MOSAIC, and MOZART-MOSAIC chemistry-aerosol mechanisms were compared to each other and against ground level observations. All three gas-aerosol modules produced similar prediction results for O<sub>3</sub>, and NO<sub>2</sub>, with moderate correlation to hourly measurements and monthly average values overpredicted by 20% for O<sub>3</sub> and underpredicted by 5% for NO<sub>2</sub>. Monthly average PM2.5 concentrations were relatively accurate, but correlation to hourly measurements was very low and PM2.5 subspecies exhibited high variability with a mix of over and underpredictions depending on the mechanism. Pollutant concentrations were relatively low across the mostly rural study domain, especially in the Bakken region. Results from this work can be used as a basis of comparison for studies of more recent time periods that include increased oil and gas-related emissions.
topic air quality
WRF-Chem
Bakken
RACM-MADE/SORGAM
CBMZ-MOSAIC
MOZART-MOSAIC
url https://www.mdpi.com/2073-4433/12/9/1121
work_keys_str_mv AT carlosjbucaram wrfchemmodelingofsummertimeairpollutioninthenortherngreatplainschemistryandaerosolmechanismintercomparison
AT frankmbowman wrfchemmodelingofsummertimeairpollutioninthenortherngreatplainschemistryandaerosolmechanismintercomparison
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