Articles | Volume 13, issue 2
https://doi.org/10.5194/amt-13-501-2020
© 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/amt-13-501-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
06 Feb 2020
Research article |
| 06 Feb 2020
| 06 Feb 2020
Using passive and active observations at microwave and sub-millimetre wavelengths to constrain ice particle models
Department of Space, Earth and Environment, Chalmers University of
Technology, Gothenburg, Sweden
Patrick Eriksson
Department of Space, Earth and Environment, Chalmers University of
Technology, Gothenburg, Sweden
Simon Pfreundschuh
Department of Space, Earth and Environment, Chalmers University of
Technology, Gothenburg, Sweden
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Cited
24 citations as recorded by crossref.
- A mixing scheme of ice particle models for global ice cloud measurements B. Wu et al. 10.1016/j.rse.2024.114356
- The first global 883 GHz cloud ice survey: IceCube Level 1 data calibration, processing and analysis J. Gong et al. 10.5194/essd-13-5369-2021
- Effects of Inhomogeneous Ice Particle Habit Distribution on Passive Microwave Radiative Transfer Simulations J. Kim et al. 10.1109/TGRS.2024.3349484
- Can machine learning correct microwave humidity radiances for the influence of clouds? I. Kaur et al. 10.5194/amt-14-2957-2021
- Bulk hydrometeor optical properties for microwave and sub-millimetre radiative transfer in RTTOV-SCATT v13.0 A. Geer et al. 10.5194/gmd-14-7497-2021
- Synergistic radar and radiometer retrievals of ice hydrometeors S. Pfreundschuh et al. 10.5194/amt-13-4219-2020
- Sensing Horizontally Oriented Frozen Particles With Polarimetric Radio Occultations Aboard PAZ: Validation Using GMI Coincident Observations and Cloudsat a Priori Information R. Padulles et al. 10.1109/TGRS.2021.3065119
- Implementation of a Discrete Dipole Approximation Scattering Database Into Community Radiative Transfer Model I. Moradi et al. 10.1029/2022JD036957
- Fast Radiative Transfer Approximating Ice Hydrometeor Orientation and Its Implication on IWP Retrievals I. Kaur et al. 10.3390/rs14071594
- Introducing hydrometeor orientation into all-sky microwave and submillimeter assimilation V. Barlakas et al. 10.5194/amt-14-3427-2021
- The Ice Cloud Imager: retrieval of frozen water column properties E. May et al. 10.5194/amt-17-5957-2024
- Synergistic approach of frozen hydrometeor retrievals: considerations on radiative transfer and model uncertainties in a simulated framework E. Villeneuve et al. 10.5194/amt-17-3567-2024
- An Evaluation of Radiative Transfer Simulations of Cloudy Scenes from a Numerical Weather Prediction Model at Sub-Millimetre Frequencies Using Airborne Observations S. Fox 10.3390/rs12172758
- Vertical Inhomogeneity Effect of Frozen Hydrometeor Habits in All‐Sky Passive Microwave Simulations H. Xie et al. 10.1029/2020JD032817
- A database of the raindrop scattering properties at millimeter and sub-millimeter wavelengths J. Zhao et al. 10.1016/j.atmosres.2023.107206
- Characterising optical array particle imaging probes: implications for small-ice-crystal observations S. O'Shea et al. 10.5194/amt-14-1917-2021
- Frozen Precipitation Particle Properties Estimated from Dual-Frequency Precipitation Radar and GPM Microwave Imager K. Aonashi et al. 10.2151/sola.2025-014
- A New Method for Retrieving Liquid and Ice Water Contents in 2023 Typhoon Khanun From FY-3G Precipitation Measurement Radar L. Han et al. 10.1109/TGRS.2024.3432338
- A Nonspherical Cloud Scattering Database Using Aggregates of Roughened Bullet Rosettes Model for the Advanced Radiative Transfer Modeling System (ARMS) Z. Huang et al. 10.1007/s00376-024-4117-7
- A Novel Ice Cloud Retrieval Algorithm for Submillimeter Wave Radiometers: Simulations and Application to an Airborne Experiment P. Dong et al. 10.1109/TGRS.2023.3274633
- The atmospheric radiative transfer simulator ARTS, version 2.6 — Deep python integration S. Buehler et al. 10.1016/j.jqsrt.2025.109443
- Physical characteristics of frozen hydrometeors inferred with parameter estimation A. Geer 10.5194/amt-14-5369-2021
- Towards an operational Ice Cloud Imager (ICI) retrieval product P. Eriksson et al. 10.5194/amt-13-53-2020
- Synthesizing the Vertical Structure of Tropical Cirrus by Combining CloudSat Radar Reflectivity With In Situ Microphysical Measurements Using Bayesian Monte Carlo Integration Y. Liu & G. Mace 10.1029/2019JD031882
22 citations as recorded by crossref.
- A mixing scheme of ice particle models for global ice cloud measurements B. Wu et al. 10.1016/j.rse.2024.114356
- The first global 883 GHz cloud ice survey: IceCube Level 1 data calibration, processing and analysis J. Gong et al. 10.5194/essd-13-5369-2021
- Effects of Inhomogeneous Ice Particle Habit Distribution on Passive Microwave Radiative Transfer Simulations J. Kim et al. 10.1109/TGRS.2024.3349484
- Can machine learning correct microwave humidity radiances for the influence of clouds? I. Kaur et al. 10.5194/amt-14-2957-2021
- Bulk hydrometeor optical properties for microwave and sub-millimetre radiative transfer in RTTOV-SCATT v13.0 A. Geer et al. 10.5194/gmd-14-7497-2021
- Synergistic radar and radiometer retrievals of ice hydrometeors S. Pfreundschuh et al. 10.5194/amt-13-4219-2020
- Sensing Horizontally Oriented Frozen Particles With Polarimetric Radio Occultations Aboard PAZ: Validation Using GMI Coincident Observations and Cloudsat a Priori Information R. Padulles et al. 10.1109/TGRS.2021.3065119
- Implementation of a Discrete Dipole Approximation Scattering Database Into Community Radiative Transfer Model I. Moradi et al. 10.1029/2022JD036957
- Fast Radiative Transfer Approximating Ice Hydrometeor Orientation and Its Implication on IWP Retrievals I. Kaur et al. 10.3390/rs14071594
- Introducing hydrometeor orientation into all-sky microwave and submillimeter assimilation V. Barlakas et al. 10.5194/amt-14-3427-2021
- The Ice Cloud Imager: retrieval of frozen water column properties E. May et al. 10.5194/amt-17-5957-2024
- Synergistic approach of frozen hydrometeor retrievals: considerations on radiative transfer and model uncertainties in a simulated framework E. Villeneuve et al. 10.5194/amt-17-3567-2024
- An Evaluation of Radiative Transfer Simulations of Cloudy Scenes from a Numerical Weather Prediction Model at Sub-Millimetre Frequencies Using Airborne Observations S. Fox 10.3390/rs12172758
- Vertical Inhomogeneity Effect of Frozen Hydrometeor Habits in All‐Sky Passive Microwave Simulations H. Xie et al. 10.1029/2020JD032817
- A database of the raindrop scattering properties at millimeter and sub-millimeter wavelengths J. Zhao et al. 10.1016/j.atmosres.2023.107206
- Characterising optical array particle imaging probes: implications for small-ice-crystal observations S. O'Shea et al. 10.5194/amt-14-1917-2021
- Frozen Precipitation Particle Properties Estimated from Dual-Frequency Precipitation Radar and GPM Microwave Imager K. Aonashi et al. 10.2151/sola.2025-014
- A New Method for Retrieving Liquid and Ice Water Contents in 2023 Typhoon Khanun From FY-3G Precipitation Measurement Radar L. Han et al. 10.1109/TGRS.2024.3432338
- A Nonspherical Cloud Scattering Database Using Aggregates of Roughened Bullet Rosettes Model for the Advanced Radiative Transfer Modeling System (ARMS) Z. Huang et al. 10.1007/s00376-024-4117-7
- A Novel Ice Cloud Retrieval Algorithm for Submillimeter Wave Radiometers: Simulations and Application to an Airborne Experiment P. Dong et al. 10.1109/TGRS.2023.3274633
- The atmospheric radiative transfer simulator ARTS, version 2.6 — Deep python integration S. Buehler et al. 10.1016/j.jqsrt.2025.109443
- Physical characteristics of frozen hydrometeors inferred with parameter estimation A. Geer 10.5194/amt-14-5369-2021
2 citations as recorded by crossref.
- Towards an operational Ice Cloud Imager (ICI) retrieval product P. Eriksson et al. 10.5194/amt-13-53-2020
- Synthesizing the Vertical Structure of Tropical Cirrus by Combining CloudSat Radar Reflectivity With In Situ Microphysical Measurements Using Bayesian Monte Carlo Integration Y. Liu & G. Mace 10.1029/2019JD031882
Latest update: 29 Jul 2025
Short summary
Atmospheric ice particles (e.g. snow and ice crystals) are an important part of weather, climate, and the hydrological cycle. This study investigates whether combined satellite measurements by radar and radiometers at microwave wavelengths can be used to find the most likely shape of such ice particles. The method was limited when using only currently operating sensors (CloudSat radar and the GPM Microwave Imager) but shows promise if the upcoming Ice Cloud Imager is also considered.
Atmospheric ice particles (e.g. snow and ice crystals) are an important part of weather,...
