Articles | Volume 22, issue 7
https://doi.org/10.5194/acp-22-4809-2022
© Author(s) 2022. 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-22-4809-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
12 Apr 2022
Research article |
| 12 Apr 2022
| 12 Apr 2022
Investigation of ice cloud modeling capabilities for the irregularly shaped Voronoi ice scattering models in climate simulations
Ming Li
State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China
University of Chinese Academy of Sciences, Beijing 100049, China
State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China
Yiran Peng
Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science,
Tsinghua University, Beijing 100084, China
Hiroshi Ishimoto
Meteorological Research Institute, Japan Meteorological Agency (JMA),
Nagamine 1-1, Tsukuba 305-0052, Japan
Yanluan Lin
Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science,
Tsinghua University, Beijing 100084, China
Takashi Y. Nakajima
Research and Information Center (TRIC), Tokai University, 4-1-1
Kitakaname Hiratsuka, Kanagawa 259-1292, Japan
Anthony J. Baran
Met Office, Fitzroy Road, Exeter, EX1 3PB, UK
School of Physics, Astronomy and Mathematics, University of
Hertfordshire, Hatfield, AL10 9AB, UK
Zengyuan Guo
Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science,
Tsinghua University, Beijing 100084, China
Laboratory for Climate Studies, National Climate Center, China
Meteorological Administration, Beijing 100081, China
Yonghui Lei
State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China
Jiancheng Shi
National Space Science Center, Chinese Academy of Sciences, Beijing
100190, China
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Cited
19 citations as recorded by crossref.
- On the Consistency of Ice Cloud Optical Models for Spaceborne Remote Sensing Applications and Broadband Radiative Transfer Simulations T. Ren et al. 10.1029/2023JD038747
- Advances in Atmospheric Radiation: Theories, Models, and Their Applications. Part I: Atmospheric Gas Absorption and Particle Scattering H. Zhang et al. 10.1007/s13351-024-3091-4
- JAXA Level 2 cloud and precipitation microphysics retrievals based on EarthCARE radar, lidar, and imager: the CPR_CLP, AC_CLP, and ACM_CLP products K. Sato et al. 10.5194/amt-18-1325-2025
- Vertical Dependency of Aerosol Impacts on Local Scale Convective Precipitation Y. Sun et al. 10.1029/2022GL102186
- Cloud Top Pressure Retrieval Using Polarized and Oxygen A-band Measurements from GF5 and PARASOL Satellites L. Wei et al. 10.1007/s00376-023-2382-5
- First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy X. Hong et al. 10.1016/j.rse.2024.114053
- Dust effects on mixed-phase clouds and precipitation during a super dust storm over northern China R. Luo et al. 10.1016/j.atmosenv.2023.120081
- Evaluating two diagnostic schemes of cloud-fraction parameterization using the CloudSat data Y. Wang et al. 10.1016/j.atmosres.2022.106510
- Characteristics of a Jumping Cirrus Retrieved From Rapid Scans by Himawari‐8 S. Iwasaki & T. Yamaguchi 10.1029/2022JD037539
- Retrieval of cloud microphysical properties from Himawari-8/AHI infrared channels and its application in surface shortwave downward radiation estimation in the sun glint region G. Tana et al. 10.1016/j.rse.2023.113548
- Estimation of Top-of-Atmosphere Longwave Cloud Radiative Forcing Using FengYun-4A Geostationary Satellite Data R. Xu et al. 10.3390/rs16081415
- The Impacts of Single-Scattering and Microphysical Properties of Ice Particles Smaller Than 100 µm on the Bulk Radiative Properties of Tropical Cirrus S. Jang et al. 10.3390/rs14133002
- Retrieval of terahertz ice cloud properties from airborne measurements based on the irregularly shaped Voronoi ice scattering models M. Li et al. 10.5194/amt-16-331-2023
- Characteristics and a mechanism of dust weather in Northern China T. Shao et al. 10.1007/s00382-022-06644-z
- Voronoi diagrams metallic mesh for transparent EMI shielding D. Cao et al. 10.1063/5.0248570
- Diverse cloud radiative effects and global surface temperature simulations induced by different ice cloud optical property parameterizations B. Yi 10.1038/s41598-022-14608-w
- Parameterization and Explicit Modeling of Cloud Microphysics: Approaches, Challenges, and Future Directions Y. Liu et al. 10.1007/s00376-022-2077-3
- Global Analysis of Height‐Resolved Ice Particle Categories From Spaceborne Lidar K. Sato & H. Okamoto 10.1029/2023GL105522
- A consistent coupling of two‐moment microphysics and bulk ice optical properties, and its impact on radiation in a regional weather model A. Baran et al. 10.1002/qj.5025
19 citations as recorded by crossref.
- On the Consistency of Ice Cloud Optical Models for Spaceborne Remote Sensing Applications and Broadband Radiative Transfer Simulations T. Ren et al. 10.1029/2023JD038747
- Advances in Atmospheric Radiation: Theories, Models, and Their Applications. Part I: Atmospheric Gas Absorption and Particle Scattering H. Zhang et al. 10.1007/s13351-024-3091-4
- JAXA Level 2 cloud and precipitation microphysics retrievals based on EarthCARE radar, lidar, and imager: the CPR_CLP, AC_CLP, and ACM_CLP products K. Sato et al. 10.5194/amt-18-1325-2025
- Vertical Dependency of Aerosol Impacts on Local Scale Convective Precipitation Y. Sun et al. 10.1029/2022GL102186
- Cloud Top Pressure Retrieval Using Polarized and Oxygen A-band Measurements from GF5 and PARASOL Satellites L. Wei et al. 10.1007/s00376-023-2382-5
- First TanSat CO2 retrieval over land and ocean using both nadir and glint spectroscopy X. Hong et al. 10.1016/j.rse.2024.114053
- Dust effects on mixed-phase clouds and precipitation during a super dust storm over northern China R. Luo et al. 10.1016/j.atmosenv.2023.120081
- Evaluating two diagnostic schemes of cloud-fraction parameterization using the CloudSat data Y. Wang et al. 10.1016/j.atmosres.2022.106510
- Characteristics of a Jumping Cirrus Retrieved From Rapid Scans by Himawari‐8 S. Iwasaki & T. Yamaguchi 10.1029/2022JD037539
- Retrieval of cloud microphysical properties from Himawari-8/AHI infrared channels and its application in surface shortwave downward radiation estimation in the sun glint region G. Tana et al. 10.1016/j.rse.2023.113548
- Estimation of Top-of-Atmosphere Longwave Cloud Radiative Forcing Using FengYun-4A Geostationary Satellite Data R. Xu et al. 10.3390/rs16081415
- The Impacts of Single-Scattering and Microphysical Properties of Ice Particles Smaller Than 100 µm on the Bulk Radiative Properties of Tropical Cirrus S. Jang et al. 10.3390/rs14133002
- Retrieval of terahertz ice cloud properties from airborne measurements based on the irregularly shaped Voronoi ice scattering models M. Li et al. 10.5194/amt-16-331-2023
- Characteristics and a mechanism of dust weather in Northern China T. Shao et al. 10.1007/s00382-022-06644-z
- Voronoi diagrams metallic mesh for transparent EMI shielding D. Cao et al. 10.1063/5.0248570
- Diverse cloud radiative effects and global surface temperature simulations induced by different ice cloud optical property parameterizations B. Yi 10.1038/s41598-022-14608-w
- Parameterization and Explicit Modeling of Cloud Microphysics: Approaches, Challenges, and Future Directions Y. Liu et al. 10.1007/s00376-022-2077-3
- Global Analysis of Height‐Resolved Ice Particle Categories From Spaceborne Lidar K. Sato & H. Okamoto 10.1029/2023GL105522
- A consistent coupling of two‐moment microphysics and bulk ice optical properties, and its impact on radiation in a regional weather model A. Baran et al. 10.1002/qj.5025
Latest update: 13 Jul 2025
Short summary
To build on the previous investigations of the Voronoi model in the remote sensing retrievals of ice cloud products, this paper developed an ice cloud parameterization scheme based on the single-scattering properties of the Voronoi model and evaluate it through simulations with the Community Integrated Earth System Model (CIESM). Compared with four representative ice cloud schemes, results show that the Voronoi model has good capabilities of ice cloud modeling in the climate model.
To build on the previous investigations of the Voronoi model in the remote sensing retrievals of...
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