Articles | Volume 8, issue 4
https://doi.org/10.5194/gmd-8-957-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-8-957-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Development and technical paper
| 
07 Apr 2015
Development and technical paper |
| 07 Apr 2015
Twelve-month, 12 km resolution North American WRF-Chem v3.4 air quality simulation: performance evaluation
C. W. Tessum
Department of Civil, Environmental, and Geo- Engineering, University of Minnesota, Minneapolis, Minnesota, USA
J. D. Hill
Department of Bioproducts and Biosystems Engineering, University of Minnesota, St. Paul, Minnesota, USA
J. D. Marshall
CORRESPONDING AUTHOR
Department of Civil, Environmental, and Geo- Engineering, University of Minnesota, Minneapolis, Minnesota, USA
Viewed
Total article views: 5,238 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Dec 2014)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,955 | 2,088 | 195 | 5,238 | 433 | 166 | 183 |
- HTML: 2,955
- PDF: 2,088
- XML: 195
- Total: 5,238
- Supplement: 433
- BibTeX: 166
- EndNote: 183
Total article views: 4,398 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 07 Apr 2015)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,582 | 1,647 | 169 | 4,398 | 327 | 144 | 163 |
- HTML: 2,582
- PDF: 1,647
- XML: 169
- Total: 4,398
- Supplement: 327
- BibTeX: 144
- EndNote: 163
Total article views: 840 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Dec 2014)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 373 | 441 | 26 | 840 | 22 | 20 |
- HTML: 373
- PDF: 441
- XML: 26
- Total: 840
- BibTeX: 22
- EndNote: 20
Cited
31 citations as recorded by crossref.
- Development and evaluation of processes affecting simulation of diel fine particulate matter variation in the GEOS-Chem model Y. Li et al. 10.5194/acp-23-12525-2023
- Research and Application of the Mode Decomposition-Recombination Technique Based on Sample-Fuzzy Entropy and K-Means for Air Pollution Forecasting C. Niu et al. 10.3389/fenvs.2022.941405
- An inter-comparison of the social costs of air quality from reduced-complexity models E. Gilmore et al. 10.1088/1748-9326/ab1ab5
- Influence of emission inventory resolution on the modeled spatio-temporal distribution of air pollutants in Buenos Aires, Argentina, using WRF-Chem A. López-Noreña et al. 10.1016/j.atmosenv.2021.118839
- Air quality modeling with WRF-Chem v3.5 in East Asia: sensitivity to emissions and evaluation of simulated air quality M. Zhong et al. 10.5194/gmd-9-1201-2016
- National Spatiotemporal Exposure Surface for NO2: Monthly Scaling of a Satellite-Derived Land-Use Regression, 2000–2010 M. Bechle et al. 10.1021/acs.est.5b02882
- Global PM2.5 and secondary organic aerosols (SOA) levels with sectorial contribution to anthropogenic and biogenic SOA formation S. Azmi & M. Sharma 10.1016/j.chemosphere.2023.139195
- Effect of increasing urban albedo on meteorology and air quality of Montreal (Canada) – Episodic simulation of heat wave in 2005 A. Touchaei et al. 10.1016/j.atmosenv.2016.02.033
- InMAP: A model for air pollution interventions C. Tessum et al. 10.1371/journal.pone.0176131
- City-scale analysis of annual ambient PM2.5 source contributions with the InMAP reduced-complexity air quality model: a case study of Madison, Wisconsin C. Jackson et al. 10.1088/2634-4505/acb0fa
- Fine-scale damage estimates of particulate matter air pollution reveal opportunities for location-specific mitigation of emissions A. Goodkind et al. 10.1073/pnas.1816102116
- Application of WRF-Chem to simulate air quality over Northern Vietnam T. Do et al. 10.1007/s11356-020-08913-y
- A hybrid model to improve WRF-Chem performance for crop burning emissions of PM2.5 and secondary aerosols in North India P. Nagar & M. Sharma 10.1016/j.uclim.2022.101084
- Health co-benefits of sub-national renewable energy policy in the US E. Dimanchev et al. 10.1088/1748-9326/ab31d9
- Impact of temporal upscaling and chemical transport model horizontal resolution on reducing ozone exposure misclassification Y. Xu et al. 10.1016/j.atmosenv.2017.07.033
- Simulating global horizontal irradiance in the Arabian Peninsula: Sensitivity to explicit treatment of aerosols C. Fountoukis et al. 10.1016/j.solener.2018.02.001
- The Regional Impacts of Cooking and Heating Emissions on Ambient Air Quality and Disease Burden in China S. Archer-Nicholls et al. 10.1021/acs.est.6b02533
- A multi-scale model analysis of ozone formation in the Bangkok Metropolitan Region, Thailand P. Uttamang et al. 10.1016/j.atmosenv.2020.117433
- Health and climate impacts of future United States land freight modelled with global-to-urban models L. Liu et al. 10.1038/s41893-019-0224-3
- Evaluation of CMAQ modeling sensitivity to planetary boundary layer parameterizations for gaseous and particulate pollutants over a fjord valley C. Onwukwe & P. Jackson 10.1016/j.atmosenv.2020.117607
- Impact of transboundary PM2.5 pollution on health risks and economic compensation in China B. Diao et al. 10.1016/j.jclepro.2021.129312
- Preventing biogenic secondary organic aerosols formation in India S. Azmi & M. Sharma 10.1016/j.atmosenv.2022.119352
- Machine learning approaches reveal highly heterogeneous air quality co-benefits of the energy transition D. Zhang et al. 10.1016/j.isci.2023.107652
- Evaluating the skill of high-resolution WRF-Chem simulations in describing drivers of aerosol direct climate forcing on the regional scale P. Crippa et al. 10.5194/acp-16-397-2016
- WRF-Chem simulation of aerosol seasonal variability in the San Joaquin Valley L. Wu et al. 10.5194/acp-17-7291-2017
- Direct Radiative Effect and Public Health Implications of Aerosol Emissions Associated with Shifting to Gasoline Direct Injection (GDI) Technologies in Light-Duty Vehicles in the United States S. Neyestani et al. 10.1021/acs.est.9b04115
- Air-quality-related health damages of maize J. Hill et al. 10.1038/s41893-019-0261-y
- Inequity in consumption of goods and services adds to racial–ethnic disparities in air pollution exposure C. Tessum et al. 10.1073/pnas.1818859116
- Global, high-resolution, reduced-complexity air quality modeling for PM2.5 using InMAP (Intervention Model for Air Pollution) S. Thakrar et al. 10.1371/journal.pone.0268714
- The Effect of Increasing Surface Albedo on Urban Climate and Air Quality: A Detailed Study for Sacramento, Houston, and Chicago Z. Jandaghian & H. Akbari 10.3390/cli6020019
- Life cycle air quality impacts of conventional and alternative light-duty transportation in the United States C. Tessum et al. 10.1073/pnas.1406853111
30 citations as recorded by crossref.
- Development and evaluation of processes affecting simulation of diel fine particulate matter variation in the GEOS-Chem model Y. Li et al. 10.5194/acp-23-12525-2023
- Research and Application of the Mode Decomposition-Recombination Technique Based on Sample-Fuzzy Entropy and K-Means for Air Pollution Forecasting C. Niu et al. 10.3389/fenvs.2022.941405
- An inter-comparison of the social costs of air quality from reduced-complexity models E. Gilmore et al. 10.1088/1748-9326/ab1ab5
- Influence of emission inventory resolution on the modeled spatio-temporal distribution of air pollutants in Buenos Aires, Argentina, using WRF-Chem A. López-Noreña et al. 10.1016/j.atmosenv.2021.118839
- Air quality modeling with WRF-Chem v3.5 in East Asia: sensitivity to emissions and evaluation of simulated air quality M. Zhong et al. 10.5194/gmd-9-1201-2016
- National Spatiotemporal Exposure Surface for NO2: Monthly Scaling of a Satellite-Derived Land-Use Regression, 2000–2010 M. Bechle et al. 10.1021/acs.est.5b02882
- Global PM2.5 and secondary organic aerosols (SOA) levels with sectorial contribution to anthropogenic and biogenic SOA formation S. Azmi & M. Sharma 10.1016/j.chemosphere.2023.139195
- Effect of increasing urban albedo on meteorology and air quality of Montreal (Canada) – Episodic simulation of heat wave in 2005 A. Touchaei et al. 10.1016/j.atmosenv.2016.02.033
- InMAP: A model for air pollution interventions C. Tessum et al. 10.1371/journal.pone.0176131
- City-scale analysis of annual ambient PM2.5 source contributions with the InMAP reduced-complexity air quality model: a case study of Madison, Wisconsin C. Jackson et al. 10.1088/2634-4505/acb0fa
- Fine-scale damage estimates of particulate matter air pollution reveal opportunities for location-specific mitigation of emissions A. Goodkind et al. 10.1073/pnas.1816102116
- Application of WRF-Chem to simulate air quality over Northern Vietnam T. Do et al. 10.1007/s11356-020-08913-y
- A hybrid model to improve WRF-Chem performance for crop burning emissions of PM2.5 and secondary aerosols in North India P. Nagar & M. Sharma 10.1016/j.uclim.2022.101084
- Health co-benefits of sub-national renewable energy policy in the US E. Dimanchev et al. 10.1088/1748-9326/ab31d9
- Impact of temporal upscaling and chemical transport model horizontal resolution on reducing ozone exposure misclassification Y. Xu et al. 10.1016/j.atmosenv.2017.07.033
- Simulating global horizontal irradiance in the Arabian Peninsula: Sensitivity to explicit treatment of aerosols C. Fountoukis et al. 10.1016/j.solener.2018.02.001
- The Regional Impacts of Cooking and Heating Emissions on Ambient Air Quality and Disease Burden in China S. Archer-Nicholls et al. 10.1021/acs.est.6b02533
- A multi-scale model analysis of ozone formation in the Bangkok Metropolitan Region, Thailand P. Uttamang et al. 10.1016/j.atmosenv.2020.117433
- Health and climate impacts of future United States land freight modelled with global-to-urban models L. Liu et al. 10.1038/s41893-019-0224-3
- Evaluation of CMAQ modeling sensitivity to planetary boundary layer parameterizations for gaseous and particulate pollutants over a fjord valley C. Onwukwe & P. Jackson 10.1016/j.atmosenv.2020.117607
- Impact of transboundary PM2.5 pollution on health risks and economic compensation in China B. Diao et al. 10.1016/j.jclepro.2021.129312
- Preventing biogenic secondary organic aerosols formation in India S. Azmi & M. Sharma 10.1016/j.atmosenv.2022.119352
- Machine learning approaches reveal highly heterogeneous air quality co-benefits of the energy transition D. Zhang et al. 10.1016/j.isci.2023.107652
- Evaluating the skill of high-resolution WRF-Chem simulations in describing drivers of aerosol direct climate forcing on the regional scale P. Crippa et al. 10.5194/acp-16-397-2016
- WRF-Chem simulation of aerosol seasonal variability in the San Joaquin Valley L. Wu et al. 10.5194/acp-17-7291-2017
- Direct Radiative Effect and Public Health Implications of Aerosol Emissions Associated with Shifting to Gasoline Direct Injection (GDI) Technologies in Light-Duty Vehicles in the United States S. Neyestani et al. 10.1021/acs.est.9b04115
- Air-quality-related health damages of maize J. Hill et al. 10.1038/s41893-019-0261-y
- Inequity in consumption of goods and services adds to racial–ethnic disparities in air pollution exposure C. Tessum et al. 10.1073/pnas.1818859116
- Global, high-resolution, reduced-complexity air quality modeling for PM2.5 using InMAP (Intervention Model for Air Pollution) S. Thakrar et al. 10.1371/journal.pone.0268714
- The Effect of Increasing Surface Albedo on Urban Climate and Air Quality: A Detailed Study for Sacramento, Houston, and Chicago Z. Jandaghian & H. Akbari 10.3390/cli6020019
Saved (final revised paper)
Latest update: 24 Apr 2024
Short summary
We evaluate the predictive performance of a 12-month, 12km horizontal resolution WRF-Chem air quality model simulation for the contiguous United States. Model performance is comparable to other contemporary models used for regulatory and health-effects analysis, with 12% bias for daytime ozone and -1% bias for fine particulate matter (PM2.5). Performance for PM2.5 is worse in winter and in the western U.S. than in other seasons and regions, suggesting opportunities for future model development.
We evaluate the predictive performance of a 12-month, 12km horizontal resolution WRF-Chem air...
