Articles | Volume 16, issue 5
https://doi.org/10.5194/acp-16-2997-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-16-2997-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
09 Mar 2016
Research article |
| 09 Mar 2016
Fingerprints of a riming event on cloud radar Doppler spectra: observations and modeling
McGill University Montreal, Montréal, QC, Canada
now at: Leibniz-Institute for Tropospheric Research,
Leipzig, Germany
Wanda Szyrmer
McGill University Montreal, Montréal, QC, Canada
Stefan Kneifel
McGill University Montreal, Montréal, QC, Canada
now at: University of Cologne, Cologne,
Germany
Pavlos Kollias
McGill University Montreal, Montréal, QC, Canada
now at: Stony Brook University, Stony Brook, NY, USA
Edward Luke
Brookhaven National Laboratory, Upton, NY,
USA
Viewed
Total article views: 4,721 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Oct 2015)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,562 | 1,901 | 258 | 4,721 | 128 | 142 |
- HTML: 2,562
- PDF: 1,901
- XML: 258
- Total: 4,721
- BibTeX: 128
- EndNote: 142
Total article views: 4,085 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 09 Mar 2016)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,262 | 1,591 | 232 | 4,085 | 105 | 118 |
- HTML: 2,262
- PDF: 1,591
- XML: 232
- Total: 4,085
- BibTeX: 105
- EndNote: 118
Total article views: 636 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 22 Oct 2015)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 300 | 310 | 26 | 636 | 23 | 24 |
- HTML: 300
- PDF: 310
- XML: 26
- Total: 636
- BibTeX: 23
- EndNote: 24
Cited
50 citations as recorded by crossref.
- Evaporation in action sensed by multiwavelength Doppler radars F. Tridon et al. 10.1002/2016JD025998
- PEAKO and peakTree: tools for detecting and interpreting peaks in cloud radar Doppler spectra – capabilities and limitations T. Vogl et al. 10.5194/amt-17-6547-2024
- PAMTRA 1.0: the Passive and Active Microwave radiative TRAnsfer tool for simulating radiometer and radar measurements of the cloudy atmosphere M. Mech et al. 10.5194/gmd-13-4229-2020
- Aspects of melting layer and fall streaks in stratiform cloud system over the Western Ghats, India from Ka-band polarimetric radar observations S. Das et al. 10.1016/j.atmosres.2022.106463
- Cloud micro- and macrophysical properties from ground-based remote sensing during the MOSAiC drift experiment H. Griesche et al. 10.1038/s41597-024-03325-w
- A new aggregation and riming discrimination algorithm based on polarimetric weather radars A. Blanke et al. 10.5194/acp-25-4167-2025
- Radar and ground-level measurements of precipitation collected by the École Polytechnique Fédérale de Lausanne during the International Collaborative Experiments for PyeongChang 2018 Olympic and Paralympic winter games J. Gehring et al. 10.5194/essd-13-417-2021
- Two-year statistics of columnar-ice production in stratiform clouds over Hyytiälä, Finland: environmental conditions and the relevance to secondary ice production H. Li et al. 10.5194/acp-21-14671-2021
- Retrievals of Riming and Snow Density From Vertically Pointing Doppler Radars S. Mason et al. 10.1029/2018JD028603
- Using artificial neural networks to predict riming from Doppler cloud radar observations T. Vogl et al. 10.5194/amt-15-365-2022
- Linking rain into ice microphysics across the melting layer in stratiform rain: a closure study K. Mróz et al. 10.5194/amt-14-511-2021
- Toward Exploring the Synergy Between Cloud Radar Polarimetry and Doppler Spectral Analysis in Deep Cold Precipitating Systems in the Arctic M. Oue et al. 10.1002/2017JD027717
- Improved spectral processing for a multi-mode pulse compression Ka–Ku-band cloud radar system H. Ding et al. 10.5194/amt-15-6181-2022
- Improving the representation of aggregation in a two-moment microphysical scheme with statistics of multi-frequency Doppler radar observations M. Karrer et al. 10.5194/acp-21-17133-2021
- Observing ice particle growth along fall streaks in mixed-phase clouds using spectral polarimetric radar data L. Pfitzenmaier et al. 10.5194/acp-18-7843-2018
- Remote Sensing J. Bühl et al. 10.1175/AMSMONOGRAPHS-D-16-0015.1
- The importance of particle size distribution and internal structure for triple-frequency radar retrievals of the morphology of snow S. Mason et al. 10.5194/amt-12-4993-2019
- Development and validation of a supervised machine learning radar Doppler spectra peak-finding algorithm H. Kalesse et al. 10.5194/amt-12-4591-2019
- Evaluation of the reflectivity calibration of W-band radars based on observations in rain A. Myagkov et al. 10.5194/amt-13-5799-2020
- Doppler spectra from DWD's operational C-band radar birdbath scan: sampling strategy, spectral postprocessing, and multimodal analysis for the retrieval of precipitation processes M. Gergely et al. 10.5194/amt-15-7315-2022
- Dual-frequency spectral radar retrieval of snowfall microphysics: a physics-driven deep-learning approach A. Billault-Roux et al. 10.5194/amt-16-911-2023
- Unraveling ice multiplication in winter orographic clouds via in-situ observations, remote sensing and modeling P. Georgakaki et al. 10.1038/s41612-024-00671-9
- Optimizing observations of drizzle onset with millimeter-wavelength radars C. Acquistapace et al. 10.5194/amt-10-1783-2017
- Melting Behavior of Rimed and Unrimed Snowflakes Investigated With Statistics of Triple‐Frequency Doppler Radar Observations M. Karrer et al. 10.1029/2021JD035907
- Indian West Coast's Extreme Rainfall: Sub-daily scale variability K. Sunilkumar et al. 10.1016/j.atmosres.2024.107518
- Simulated particle evolution within a winter storm: contributions of riming to radar moments and precipitation fallout A. DeLaFrance et al. 10.5194/acp-24-11191-2024
- Insights into riming and aggregation processes as revealed by aircraft, radar, and disdrometer observations for a 27 April 2011 widespread precipitation event S. Giangrande et al. 10.1002/2015JD024537
- peakTree: a framework for structure-preserving radar Doppler spectra analysis M. Radenz et al. 10.5194/amt-12-4813-2019
- Quantifying the effect of riming on snowfall using ground‐based observations D. Moisseev et al. 10.1002/2016JD026272
- Retrieving Fall Streaks within Cloud Systems Using Doppler Radar L. Pfitzenmaier et al. 10.1175/JTECH-D-16-0117.1
- McSnow: A Monte‐Carlo Particle Model for Riming and Aggregation of Ice Particles in a Multidimensional Microphysical Phase Space S. Brdar & A. Seifert 10.1002/2017MS001167
- Estimating total attenuation using Rayleigh targets at cloud top: applications in multilayer and mixed-phase clouds observed by ground-based multifrequency radars F. Tridon et al. 10.5194/amt-13-5065-2020
- Surface-based observations of cold-air outbreak clouds during the COMBLE field campaign Z. Mages et al. 10.5194/acp-23-3561-2023
- Particle inertial effects on radar Doppler spectra simulation Z. Zhu et al. 10.5194/amt-16-3727-2023
- Detailed dual-Doppler structure of Kelvin-Helmholtz waves from an airborne profiling radar over complex terrain. Part II: Evidence for precipitation enhancement from observations and modeling C. Grasmick et al. 10.1175/JAS-D-20-0392.1
- Distinct secondary ice production processes observed in radar Doppler spectra: insights from a case study A. Billault-Roux et al. 10.5194/acp-23-10207-2023
- Ice Aggregation in Low‐Level Mixed‐Phase Clouds at a High Arctic Site: Enhanced by Dendritic Growth and Absent Close to the Melting Level G. Chellini et al. 10.1029/2022JD036860
- Clutter mitigation, multiple peaks, and high-order spectral moments in 35 GHz vertically pointing radar velocity spectra C. Williams et al. 10.5194/amt-11-4963-2018
- Retrievals of ice microphysical properties using dual-wavelength polarimetric radar observations during stratiform precipitation events E. Tetoni et al. 10.5194/amt-15-3969-2022
- Identification of snowfall microphysical processes from Eulerian vertical gradients of polarimetric radar variables N. Planat et al. 10.5194/amt-14-4543-2021
- (GO)2-SIM: a GCM-oriented ground-observation forward-simulator framework for objective evaluation of cloud and precipitation phase K. Lamer et al. 10.5194/gmd-11-4195-2018
- Classification of Cloud Phase Using Combined Ground-Based Polarization Lidar and Millimeter Cloud Radar Observations Over the Tibetan Plateau Y. Bian et al. 10.1109/TGRS.2023.3313798
- Application of the shipborne remote sensing supersite OCEANET for profiling of Arctic aerosols and clouds during Polarstern cruise PS106 H. Griesche et al. 10.5194/amt-13-5335-2020
- Supercooled liquid water and secondary ice production in Kelvin–Helmholtz instability as revealed by radar Doppler spectra observations H. Li et al. 10.5194/acp-21-13593-2021
- Overview: Fusion of radar polarimetry and numerical atmospheric modelling towards an improved understanding of cloud and precipitation processes S. Trömel et al. 10.5194/acp-21-17291-2021
- Highly supercooled riming and unusual triple-frequency radar signatures over McMurdo Station, Antarctica F. Tridon et al. 10.5194/acp-22-12467-2022
- Ice microphysical processes in the dendritic growth layer: a statistical analysis combining multi-frequency and polarimetric Doppler cloud radar observations L. von Terzi et al. 10.5194/acp-22-11795-2022
- Growth of ice particle mass and projected area during riming E. Erfani & D. Mitchell 10.5194/acp-17-1241-2017
- Evaluating cloud liquid detection against Cloudnet using cloud radar Doppler spectra in a pre-trained artificial neural network H. Kalesse-Los et al. 10.5194/amt-15-279-2022
- Precipitation Type Classification of Micro Rain Radar Data Using an Improved Doppler Spectral Processing Methodology A. Garcia-Benadi et al. 10.3390/rs12244113
49 citations as recorded by crossref.
- Evaporation in action sensed by multiwavelength Doppler radars F. Tridon et al. 10.1002/2016JD025998
- PEAKO and peakTree: tools for detecting and interpreting peaks in cloud radar Doppler spectra – capabilities and limitations T. Vogl et al. 10.5194/amt-17-6547-2024
- PAMTRA 1.0: the Passive and Active Microwave radiative TRAnsfer tool for simulating radiometer and radar measurements of the cloudy atmosphere M. Mech et al. 10.5194/gmd-13-4229-2020
- Aspects of melting layer and fall streaks in stratiform cloud system over the Western Ghats, India from Ka-band polarimetric radar observations S. Das et al. 10.1016/j.atmosres.2022.106463
- Cloud micro- and macrophysical properties from ground-based remote sensing during the MOSAiC drift experiment H. Griesche et al. 10.1038/s41597-024-03325-w
- A new aggregation and riming discrimination algorithm based on polarimetric weather radars A. Blanke et al. 10.5194/acp-25-4167-2025
- Radar and ground-level measurements of precipitation collected by the École Polytechnique Fédérale de Lausanne during the International Collaborative Experiments for PyeongChang 2018 Olympic and Paralympic winter games J. Gehring et al. 10.5194/essd-13-417-2021
- Two-year statistics of columnar-ice production in stratiform clouds over Hyytiälä, Finland: environmental conditions and the relevance to secondary ice production H. Li et al. 10.5194/acp-21-14671-2021
- Retrievals of Riming and Snow Density From Vertically Pointing Doppler Radars S. Mason et al. 10.1029/2018JD028603
- Using artificial neural networks to predict riming from Doppler cloud radar observations T. Vogl et al. 10.5194/amt-15-365-2022
- Linking rain into ice microphysics across the melting layer in stratiform rain: a closure study K. Mróz et al. 10.5194/amt-14-511-2021
- Toward Exploring the Synergy Between Cloud Radar Polarimetry and Doppler Spectral Analysis in Deep Cold Precipitating Systems in the Arctic M. Oue et al. 10.1002/2017JD027717
- Improved spectral processing for a multi-mode pulse compression Ka–Ku-band cloud radar system H. Ding et al. 10.5194/amt-15-6181-2022
- Improving the representation of aggregation in a two-moment microphysical scheme with statistics of multi-frequency Doppler radar observations M. Karrer et al. 10.5194/acp-21-17133-2021
- Observing ice particle growth along fall streaks in mixed-phase clouds using spectral polarimetric radar data L. Pfitzenmaier et al. 10.5194/acp-18-7843-2018
- Remote Sensing J. Bühl et al. 10.1175/AMSMONOGRAPHS-D-16-0015.1
- The importance of particle size distribution and internal structure for triple-frequency radar retrievals of the morphology of snow S. Mason et al. 10.5194/amt-12-4993-2019
- Development and validation of a supervised machine learning radar Doppler spectra peak-finding algorithm H. Kalesse et al. 10.5194/amt-12-4591-2019
- Evaluation of the reflectivity calibration of W-band radars based on observations in rain A. Myagkov et al. 10.5194/amt-13-5799-2020
- Doppler spectra from DWD's operational C-band radar birdbath scan: sampling strategy, spectral postprocessing, and multimodal analysis for the retrieval of precipitation processes M. Gergely et al. 10.5194/amt-15-7315-2022
- Dual-frequency spectral radar retrieval of snowfall microphysics: a physics-driven deep-learning approach A. Billault-Roux et al. 10.5194/amt-16-911-2023
- Unraveling ice multiplication in winter orographic clouds via in-situ observations, remote sensing and modeling P. Georgakaki et al. 10.1038/s41612-024-00671-9
- Optimizing observations of drizzle onset with millimeter-wavelength radars C. Acquistapace et al. 10.5194/amt-10-1783-2017
- Melting Behavior of Rimed and Unrimed Snowflakes Investigated With Statistics of Triple‐Frequency Doppler Radar Observations M. Karrer et al. 10.1029/2021JD035907
- Indian West Coast's Extreme Rainfall: Sub-daily scale variability K. Sunilkumar et al. 10.1016/j.atmosres.2024.107518
- Simulated particle evolution within a winter storm: contributions of riming to radar moments and precipitation fallout A. DeLaFrance et al. 10.5194/acp-24-11191-2024
- Insights into riming and aggregation processes as revealed by aircraft, radar, and disdrometer observations for a 27 April 2011 widespread precipitation event S. Giangrande et al. 10.1002/2015JD024537
- peakTree: a framework for structure-preserving radar Doppler spectra analysis M. Radenz et al. 10.5194/amt-12-4813-2019
- Quantifying the effect of riming on snowfall using ground‐based observations D. Moisseev et al. 10.1002/2016JD026272
- Retrieving Fall Streaks within Cloud Systems Using Doppler Radar L. Pfitzenmaier et al. 10.1175/JTECH-D-16-0117.1
- McSnow: A Monte‐Carlo Particle Model for Riming and Aggregation of Ice Particles in a Multidimensional Microphysical Phase Space S. Brdar & A. Seifert 10.1002/2017MS001167
- Estimating total attenuation using Rayleigh targets at cloud top: applications in multilayer and mixed-phase clouds observed by ground-based multifrequency radars F. Tridon et al. 10.5194/amt-13-5065-2020
- Surface-based observations of cold-air outbreak clouds during the COMBLE field campaign Z. Mages et al. 10.5194/acp-23-3561-2023
- Particle inertial effects on radar Doppler spectra simulation Z. Zhu et al. 10.5194/amt-16-3727-2023
- Detailed dual-Doppler structure of Kelvin-Helmholtz waves from an airborne profiling radar over complex terrain. Part II: Evidence for precipitation enhancement from observations and modeling C. Grasmick et al. 10.1175/JAS-D-20-0392.1
- Distinct secondary ice production processes observed in radar Doppler spectra: insights from a case study A. Billault-Roux et al. 10.5194/acp-23-10207-2023
- Ice Aggregation in Low‐Level Mixed‐Phase Clouds at a High Arctic Site: Enhanced by Dendritic Growth and Absent Close to the Melting Level G. Chellini et al. 10.1029/2022JD036860
- Clutter mitigation, multiple peaks, and high-order spectral moments in 35 GHz vertically pointing radar velocity spectra C. Williams et al. 10.5194/amt-11-4963-2018
- Retrievals of ice microphysical properties using dual-wavelength polarimetric radar observations during stratiform precipitation events E. Tetoni et al. 10.5194/amt-15-3969-2022
- Identification of snowfall microphysical processes from Eulerian vertical gradients of polarimetric radar variables N. Planat et al. 10.5194/amt-14-4543-2021
- (GO)2-SIM: a GCM-oriented ground-observation forward-simulator framework for objective evaluation of cloud and precipitation phase K. Lamer et al. 10.5194/gmd-11-4195-2018
- Classification of Cloud Phase Using Combined Ground-Based Polarization Lidar and Millimeter Cloud Radar Observations Over the Tibetan Plateau Y. Bian et al. 10.1109/TGRS.2023.3313798
- Application of the shipborne remote sensing supersite OCEANET for profiling of Arctic aerosols and clouds during Polarstern cruise PS106 H. Griesche et al. 10.5194/amt-13-5335-2020
- Supercooled liquid water and secondary ice production in Kelvin–Helmholtz instability as revealed by radar Doppler spectra observations H. Li et al. 10.5194/acp-21-13593-2021
- Overview: Fusion of radar polarimetry and numerical atmospheric modelling towards an improved understanding of cloud and precipitation processes S. Trömel et al. 10.5194/acp-21-17291-2021
- Highly supercooled riming and unusual triple-frequency radar signatures over McMurdo Station, Antarctica F. Tridon et al. 10.5194/acp-22-12467-2022
- Ice microphysical processes in the dendritic growth layer: a statistical analysis combining multi-frequency and polarimetric Doppler cloud radar observations L. von Terzi et al. 10.5194/acp-22-11795-2022
- Growth of ice particle mass and projected area during riming E. Erfani & D. Mitchell 10.5194/acp-17-1241-2017
- Evaluating cloud liquid detection against Cloudnet using cloud radar Doppler spectra in a pre-trained artificial neural network H. Kalesse-Los et al. 10.5194/amt-15-279-2022
Saved (preprint)
Latest update: 30 May 2025
Short summary
Mixed-phase clouds are ubiquitous. Process-level understanding is needed to address the complexity of mixed-phase clouds and to improve their representation in models. This study illustrates steps to identify the impact of a microphysical process (riming) on cloud Doppler radar observations. It suggests that in situ observations of key ice properties are needed to complement radar observations before process-oriented studies can effectively evaluate ice microphysical parameterizations in models.
Mixed-phase clouds are ubiquitous. Process-level understanding is needed to address the...
Altmetrics
Final-revised paper
Preprint