Articles | Volume 21, issue 9
https://doi.org/10.5194/acp-21-6919-2021
© Author(s) 2021. 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-21-6919-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
06 May 2021
Research article |
| 06 May 2021
| 06 May 2021
Microphysical processes producing high ice water contents (HIWCs) in tropical convective clouds during the HAIC-HIWC field campaign: evaluation of simulations using bulk microphysical schemes
Yongjie Huang
School of Meteorology, University of Oklahoma, Norman, OK, USA
Center for Analysis and Prediction of Storms (CAPS), University of Oklahoma, Norman, OK, USA
Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, Norman, OK, USA
Greg M. McFarquhar
School of Meteorology, University of Oklahoma, Norman, OK, USA
Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, Norman, OK, USA
Xuguang Wang
School of Meteorology, University of Oklahoma, Norman, OK, USA
Hugh Morrison
Mesoscale and Microscale Meteorology, National Center for Atmospheric Research, Boulder, CO, USA
Alexander Ryzhkov
Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, Norman, OK, USA
NOAA/OAR National Severe Storms Laboratory, Norman, OK 73072, USA
Yachao Hu
Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, Norman, OK, USA
Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing, China
Mengistu Wolde
National Research Council Canada, Ottawa, Canada
Cuong Nguyen
National Research Council Canada, Ottawa, Canada
Alfons Schwarzenboeck
Université Clermont Auvergne, CNRS, UMR 6016, Laboratoire de Météor Physique, Clermont-Ferrand, France
Jason Milbrandt
Environment and Climate Change Canada, Dorval, Quebec, Canada
Alexei V. Korolev
Environment and Climate Change Canada, Dorval, Quebec, Canada
Ivan Heckman
Environment and Climate Change Canada, Dorval, Quebec, Canada
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Cited
13 citations as recorded by crossref.
- Quantifying Uncertainty in Ice Particle Velocity–Dimension Relationships Using MC3E Observations A. Dzambo et al. 10.1175/JAS-D-21-0322.1
- Investigating secondary ice production in a deep convective cloud with a 3D bin microphysics model: Part I - Sensitivity study of microphysical processes representations P. Grzegorczyk et al. 10.1016/j.atmosres.2024.107774
- The impacts of secondary ice production on microphysics and dynamics in tropical convection Z. Qu et al. 10.5194/acp-22-12287-2022
- Combining Triple‐Moment Ice With Prognostic Liquid Fraction in the P3 Microphysics Scheme: Impacts on a Simulated Squall Line M. Cholette et al. 10.1029/2022MS003328
- Numerical model generation of test frames for pre-launch studies of EarthCARE's retrieval algorithms and data management system Z. Qu et al. 10.5194/amt-16-4927-2023
- Improvements to the parametrization of snow in AROME in the context of ice crystal icing J. Wurtz et al. 10.1002/qj.4437
- Evaluation of the AROME model's ability to represent ice crystal icing using in situ observations from the HAIC 2015 field campaign J. Wurtz et al. 10.1002/qj.4100
- Predicted Particle Properties (P3) Microphysics Scheme Coupled With WRF‐Chem Model: Evaluation With Convective and Stratiform Cases Q. Cao et al. 10.1029/2022JD037685
- Microphysical processes producing high ice water contents (HIWCs) in tropical convective clouds during the HAIC-HIWC field campaign: dominant role of secondary ice production Y. Huang et al. 10.5194/acp-22-2365-2022
- Dependence of Ice Microphysical Properties On Environmental Parameters: Results from HAIC-HIWC Cayenne Field Campaign Y. Hu et al. 10.1175/JAS-D-21-0015.1
- Observation of secondary ice production in clouds at low temperatures A. Korolev et al. 10.5194/acp-22-13103-2022
- High ice water content in tropical mesoscale convective systems (a conceptual model) A. Korolev et al. 10.5194/acp-24-11849-2024
- Climatology of the Vertical Profiles of Polarimetric Radar Variables and Retrieved Microphysical Parameters in Continental/Tropical MCSs and Landfalling Hurricanes J. Hu & A. Ryzhkov 10.1029/2021JD035498
13 citations as recorded by crossref.
- Quantifying Uncertainty in Ice Particle Velocity–Dimension Relationships Using MC3E Observations A. Dzambo et al. 10.1175/JAS-D-21-0322.1
- Investigating secondary ice production in a deep convective cloud with a 3D bin microphysics model: Part I - Sensitivity study of microphysical processes representations P. Grzegorczyk et al. 10.1016/j.atmosres.2024.107774
- The impacts of secondary ice production on microphysics and dynamics in tropical convection Z. Qu et al. 10.5194/acp-22-12287-2022
- Combining Triple‐Moment Ice With Prognostic Liquid Fraction in the P3 Microphysics Scheme: Impacts on a Simulated Squall Line M. Cholette et al. 10.1029/2022MS003328
- Numerical model generation of test frames for pre-launch studies of EarthCARE's retrieval algorithms and data management system Z. Qu et al. 10.5194/amt-16-4927-2023
- Improvements to the parametrization of snow in AROME in the context of ice crystal icing J. Wurtz et al. 10.1002/qj.4437
- Evaluation of the AROME model's ability to represent ice crystal icing using in situ observations from the HAIC 2015 field campaign J. Wurtz et al. 10.1002/qj.4100
- Predicted Particle Properties (P3) Microphysics Scheme Coupled With WRF‐Chem Model: Evaluation With Convective and Stratiform Cases Q. Cao et al. 10.1029/2022JD037685
- Microphysical processes producing high ice water contents (HIWCs) in tropical convective clouds during the HAIC-HIWC field campaign: dominant role of secondary ice production Y. Huang et al. 10.5194/acp-22-2365-2022
- Dependence of Ice Microphysical Properties On Environmental Parameters: Results from HAIC-HIWC Cayenne Field Campaign Y. Hu et al. 10.1175/JAS-D-21-0015.1
- Observation of secondary ice production in clouds at low temperatures A. Korolev et al. 10.5194/acp-22-13103-2022
- High ice water content in tropical mesoscale convective systems (a conceptual model) A. Korolev et al. 10.5194/acp-24-11849-2024
- Climatology of the Vertical Profiles of Polarimetric Radar Variables and Retrieved Microphysical Parameters in Continental/Tropical MCSs and Landfalling Hurricanes J. Hu & A. Ryzhkov 10.1029/2021JD035498
Latest update: 22 Nov 2024
Short summary
Numerous small ice crystals in the tropical convective storms are difficult to detect and could be potentially hazardous for commercial aircraft. This study evaluated the numerical models against the airborne observations and investigated the potential cloud processes that could lead to the production of these large numbers of small ice crystals. It is found that key microphysical processes are still lacking or misrepresented in current numerical models to realistically simulate the phenomenon.
Numerous small ice crystals in the tropical convective storms are difficult to detect and could...
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