Articles | Volume 20, issue 21
https://doi.org/10.5194/acp-20-12527-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-20-12527-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
02 Nov 2020
Research article |
| 02 Nov 2020
| 02 Nov 2020
Impacts of aerosol–radiation interaction on meteorological forecasts over northern China by offline coupling of the WRF-Chem-simulated aerosol optical depth into WRF: a case study during a heavy pollution event
Yang Yang
Institute of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
Min Chen
Institute of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
Xiujuan Zhao
CORRESPONDING AUTHOR
Institute of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
Institute of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
Shuiyong Fan
Institute of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
Jianping Guo
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, 100081, China
Shaukat Ali
Global Change Impact Studies Centre, Ministry of Climate Change, Islamabad 44000, Pakistan
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Cited
18 citations as recorded by crossref.
- Assessment of the impact of atmospheric aerosols and meteorological data assimilation on simulation of the weather over India during summer 2015 S. Devaliya et al. 10.1016/j.atmosenv.2023.119586
- Geostatistical Distribution of Net Radiation at Different Sky Conditions over West Africa O. Ojo et al. 10.1007/s41748-021-00200-1
- [Retracted] Analysis of Influencing Factors of PM2.5 Concentration and Design of a Pollutant Diffusion Model Based on an Artificial Neural Network in the Environment of the Internet of Vehicles S. Li et al. 10.1155/2021/3092197
- NMVOC emissions and their formation into secondary organic aerosols over India using WRF-Chem model S. Azmi et al. 10.1016/j.atmosenv.2022.119254
- The impact of aerosol-meteorology feedback on the effectiveness of emission reduction for PM2.5: A modeling case study in Northern China J. He et al. 10.1016/j.atmosres.2023.106963
- Impacts of aerosol direct effects on PM2.5 and O3 respond to the reductions of different primary emissions in Beijing-Tianjin-Hebei and surrounding area X. Zhao et al. 10.1016/j.atmosenv.2023.119948
- The Forecast Skill of the Summer Precipitation Over Tibetan Plateau Improved by the Adoption of a 3D Sub‐Grid Terrain Solar Radiative Effect Scheme in a Convection‐Permitting Model S. Cai et al. 10.1029/2022JD038105
- Substantial impacts of absorbing aerosols on PBL evolution in EDMF-AERO modeling framework G. Florczyk et al. 10.1016/j.atmosenv.2025.121192
- Observation of Urban Atmospheric Environment in High Latitude Regions of China—A Case Study of Harbin B. Zhang et al. 10.3390/rs17061003
- The Correlation Between Surface Temperature and Surface PM2.5 in Nanchang Region, China W. Wang et al. 10.3390/atmos16040411
- The Role of Aerosol‐Radiation Interaction in the Meteorology Prediction at the Weather Scale in the Numerical Weather Prediction Model W. Zhang et al. 10.1029/2021GL097026
- 3DVAR meteorological data assimilation and aerosol impact on the simulation of heat wave 2022 over Haryana using WRF-Chem P. Deb et al. 10.1016/j.apr.2025.102440
- Seasonal simulations of summer aerosol optical depth over the Arabian Peninsula using WRF‐Chem: Validation, climatology, and variability R. Karumuri et al. 10.1002/joc.7396
- Microscopic Characterization of Individual Aerosol Particles in a Typical Industrial City and Its Surrounding Rural Areas in China Y. Su et al. 10.3390/toxics12070525
- The impact of aerosol-cloud interaction on mesoscale numerical weather prediction when low-cloud and haze coexist in winter over major polluted regions of China W. Zhang et al. 10.1016/j.atmosenv.2023.120270
- Further development and application of the WRFDA-Chem three-dimensional variational (3DVAR) system: Joint assimilation of satellite AOD retrievals and surface observations Y. Zhou et al. 10.1016/j.atmosres.2025.107942
- 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
- Emission characteristics and diffusion simulation of aldehyde-ketone odor gases in wastewater treatment plants with different treatment processes L. Ma et al. 10.1016/j.jece.2025.116730
18 citations as recorded by crossref.
- Assessment of the impact of atmospheric aerosols and meteorological data assimilation on simulation of the weather over India during summer 2015 S. Devaliya et al. 10.1016/j.atmosenv.2023.119586
- Geostatistical Distribution of Net Radiation at Different Sky Conditions over West Africa O. Ojo et al. 10.1007/s41748-021-00200-1
- [Retracted] Analysis of Influencing Factors of PM2.5 Concentration and Design of a Pollutant Diffusion Model Based on an Artificial Neural Network in the Environment of the Internet of Vehicles S. Li et al. 10.1155/2021/3092197
- NMVOC emissions and their formation into secondary organic aerosols over India using WRF-Chem model S. Azmi et al. 10.1016/j.atmosenv.2022.119254
- The impact of aerosol-meteorology feedback on the effectiveness of emission reduction for PM2.5: A modeling case study in Northern China J. He et al. 10.1016/j.atmosres.2023.106963
- Impacts of aerosol direct effects on PM2.5 and O3 respond to the reductions of different primary emissions in Beijing-Tianjin-Hebei and surrounding area X. Zhao et al. 10.1016/j.atmosenv.2023.119948
- The Forecast Skill of the Summer Precipitation Over Tibetan Plateau Improved by the Adoption of a 3D Sub‐Grid Terrain Solar Radiative Effect Scheme in a Convection‐Permitting Model S. Cai et al. 10.1029/2022JD038105
- Substantial impacts of absorbing aerosols on PBL evolution in EDMF-AERO modeling framework G. Florczyk et al. 10.1016/j.atmosenv.2025.121192
- Observation of Urban Atmospheric Environment in High Latitude Regions of China—A Case Study of Harbin B. Zhang et al. 10.3390/rs17061003
- The Correlation Between Surface Temperature and Surface PM2.5 in Nanchang Region, China W. Wang et al. 10.3390/atmos16040411
- The Role of Aerosol‐Radiation Interaction in the Meteorology Prediction at the Weather Scale in the Numerical Weather Prediction Model W. Zhang et al. 10.1029/2021GL097026
- 3DVAR meteorological data assimilation and aerosol impact on the simulation of heat wave 2022 over Haryana using WRF-Chem P. Deb et al. 10.1016/j.apr.2025.102440
- Seasonal simulations of summer aerosol optical depth over the Arabian Peninsula using WRF‐Chem: Validation, climatology, and variability R. Karumuri et al. 10.1002/joc.7396
- Microscopic Characterization of Individual Aerosol Particles in a Typical Industrial City and Its Surrounding Rural Areas in China Y. Su et al. 10.3390/toxics12070525
- The impact of aerosol-cloud interaction on mesoscale numerical weather prediction when low-cloud and haze coexist in winter over major polluted regions of China W. Zhang et al. 10.1016/j.atmosenv.2023.120270
- Further development and application of the WRFDA-Chem three-dimensional variational (3DVAR) system: Joint assimilation of satellite AOD retrievals and surface observations Y. Zhou et al. 10.1016/j.atmosres.2025.107942
- 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
- Emission characteristics and diffusion simulation of aldehyde-ketone odor gases in wastewater treatment plants with different treatment processes L. Ma et al. 10.1016/j.jece.2025.116730
Latest update: 28 Aug 2025
Short summary
This study analyzed the impacts of aerosol–radiation interaction on radiation and meteorological forecasts using the offline coupling of WRF and high-frequency updated AOD simulated by WRF-Chem. The results revealed that aerosol–radiation interaction had a positive influence on the improvement of predictive accuracy, including 2 m temperature (~ 73.9 %) and horizontal wind speed (~ 7.8 %), showing potential prospects for its application in regional numerical weather prediction in northern China.
This study analyzed the impacts of aerosol–radiation interaction on radiation and meteorological...
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