Articles | Volume 10, issue 7
https://doi.org/10.5194/amt-10-2573-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/amt-10-2573-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
20 Jul 2017
Research article |
| 20 Jul 2017
Retrieval of the raindrop size distribution from polarimetric radar data using double-moment normalisation
Timothy H. Raupach
Environmental Remote Sensing Laboratory, School of
Architecture, Civil, and Environmental Engineering, École
Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne,
Switzerland
Environmental Remote Sensing Laboratory, School of
Architecture, Civil, and Environmental Engineering, École
Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne,
Switzerland
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Cited
21 citations as recorded by crossref.
- An Inverse Model for Raindrop Size Distribution Retrieval with Polarimetric Variables G. Wen et al. 10.3390/rs10081179
- Measurements and Modeling of the Full Rain Drop Size Distribution M. Thurai et al. 10.3390/atmos10010039
- Stratiform and Convective Radar Reflectivity–Rain Rate Relationships and Their Potential to Improve Radar Rainfall Estimates B. Kirsch et al. 10.1175/JAMC-D-19-0077.1
- Reconstructing the Drizzle Mode of the Raindrop Size Distribution Using Double-Moment Normalization T. Raupach et al. 10.1175/JAMC-D-18-0156.1
- An investigation into microphysical structure of a squall line in South China observed with a polarimetric radar and a disdrometer H. Wang et al. 10.1016/j.atmosres.2019.04.009
- Comprehensive thematic T-matrix reference database: A 2015–2017 update M. Mishchenko et al. 10.1016/j.jqsrt.2017.08.007
- The Retrieval of Drop Size Distribution Parameters Using a Dual-Polarimetric Radar G. Lee et al. 10.3390/rs15041063
- Application of the Generalized Gamma Model to Represent the Full Rain Drop Size Distribution Spectra M. Thurai & V. Bringi 10.1175/jamc-d-17-0235.1
- Polarimetric Retrieval of Raindrop Size Distribution: Double‐Moment Normalization Approach and Machine Learning Techniques K. Shin et al. 10.1029/2023GL106057
- Retrieval of microphysical parameters of monsoonal rain using X-band dual-polarization radar: their seasonal dependence and evaluation K. Abhijeet et al. 10.5194/amt-16-871-2023
- Uncertainty in Retrieving Raindrop Size Distribution from Polarimetric Radar Measurements H. Huang et al. 10.1175/JTECH-D-18-0107.1
- Analysis of Automotive Lidar Sensor Model Considering Scattering Effects in Regional Rain Environments M. Byeon & S. Yoon 10.1109/ACCESS.2020.2996366
- Hurricane Dorian Outer Rain Band Observations and 1D Particle Model Simulations: A Case Study V. Bringi et al. 10.3390/atmos11080879
- An Inverse Method for Drop Size Distribution Retrieval from Polarimetric Radar at Attenuating Frequency M. Alcoba et al. 10.3390/rs14051116
- Retrieval of lower-order moments of the drop size distribution using CSU-CHILL X-band polarimetric radar: a case study V. Bringi et al. 10.5194/amt-13-4727-2020
- Inter-comparison of DSDs between Jincheon and Miryang at South Korea J. Loh et al. 10.1016/j.atmosres.2019.04.031
- Drop Size Distribution Measurements in Outer Rainbands of Hurricane Dorian at the NASA Wallops Precipitation-Research Facility M. Thurai et al. 10.3390/atmos11060578
- Coupling impacts of spray and rainfall on road visibility and vehicle speeds: a simulation-based analysis S. Wang et al. 10.1139/cjce-2021-0402
- High‐Resolution Simulation Study Exploring the Potential of Radars, Crowdsourced Personal Weather Stations, and Commercial Microwave Links to Monitor Small‐Scale Urban Rainfall L. de Vos et al. 10.1029/2018WR023393
- The Quality Control and Rain Rate Estimation for the X-Band Dual-Polarization Radar: A Study of Propagation of Uncertainty G. Wen et al. 10.3390/rs12071072
- Retrieving Rain Drop Size Distribution Moments from GPM Dual-Frequency Precipitation Radar M. Thurai et al. 10.3390/rs13224690
21 citations as recorded by crossref.
- An Inverse Model for Raindrop Size Distribution Retrieval with Polarimetric Variables G. Wen et al. 10.3390/rs10081179
- Measurements and Modeling of the Full Rain Drop Size Distribution M. Thurai et al. 10.3390/atmos10010039
- Stratiform and Convective Radar Reflectivity–Rain Rate Relationships and Their Potential to Improve Radar Rainfall Estimates B. Kirsch et al. 10.1175/JAMC-D-19-0077.1
- Reconstructing the Drizzle Mode of the Raindrop Size Distribution Using Double-Moment Normalization T. Raupach et al. 10.1175/JAMC-D-18-0156.1
- An investigation into microphysical structure of a squall line in South China observed with a polarimetric radar and a disdrometer H. Wang et al. 10.1016/j.atmosres.2019.04.009
- Comprehensive thematic T-matrix reference database: A 2015–2017 update M. Mishchenko et al. 10.1016/j.jqsrt.2017.08.007
- The Retrieval of Drop Size Distribution Parameters Using a Dual-Polarimetric Radar G. Lee et al. 10.3390/rs15041063
- Application of the Generalized Gamma Model to Represent the Full Rain Drop Size Distribution Spectra M. Thurai & V. Bringi 10.1175/jamc-d-17-0235.1
- Polarimetric Retrieval of Raindrop Size Distribution: Double‐Moment Normalization Approach and Machine Learning Techniques K. Shin et al. 10.1029/2023GL106057
- Retrieval of microphysical parameters of monsoonal rain using X-band dual-polarization radar: their seasonal dependence and evaluation K. Abhijeet et al. 10.5194/amt-16-871-2023
- Uncertainty in Retrieving Raindrop Size Distribution from Polarimetric Radar Measurements H. Huang et al. 10.1175/JTECH-D-18-0107.1
- Analysis of Automotive Lidar Sensor Model Considering Scattering Effects in Regional Rain Environments M. Byeon & S. Yoon 10.1109/ACCESS.2020.2996366
- Hurricane Dorian Outer Rain Band Observations and 1D Particle Model Simulations: A Case Study V. Bringi et al. 10.3390/atmos11080879
- An Inverse Method for Drop Size Distribution Retrieval from Polarimetric Radar at Attenuating Frequency M. Alcoba et al. 10.3390/rs14051116
- Retrieval of lower-order moments of the drop size distribution using CSU-CHILL X-band polarimetric radar: a case study V. Bringi et al. 10.5194/amt-13-4727-2020
- Inter-comparison of DSDs between Jincheon and Miryang at South Korea J. Loh et al. 10.1016/j.atmosres.2019.04.031
- Drop Size Distribution Measurements in Outer Rainbands of Hurricane Dorian at the NASA Wallops Precipitation-Research Facility M. Thurai et al. 10.3390/atmos11060578
- Coupling impacts of spray and rainfall on road visibility and vehicle speeds: a simulation-based analysis S. Wang et al. 10.1139/cjce-2021-0402
- High‐Resolution Simulation Study Exploring the Potential of Radars, Crowdsourced Personal Weather Stations, and Commercial Microwave Links to Monitor Small‐Scale Urban Rainfall L. de Vos et al. 10.1029/2018WR023393
- The Quality Control and Rain Rate Estimation for the X-Band Dual-Polarization Radar: A Study of Propagation of Uncertainty G. Wen et al. 10.3390/rs12071072
- Retrieving Rain Drop Size Distribution Moments from GPM Dual-Frequency Precipitation Radar M. Thurai et al. 10.3390/rs13224690
Latest update: 20 Nov 2024
Short summary
The raindrop size distribution (DSD) describes the microstructure of rain. It is required knowledge for weather radar applications and has broad applicability to studies of rainfall processes, including weather models and rain retrieval algorithms. We present a new technique for estimating the DSD from polarimetric radar data. The new method was tested in three different domains, and its performance was found to be similar to and often better than an an existing DSD retrieval method.
The raindrop size distribution (DSD) describes the microstructure of rain. It is required...
