Analysis of severe convective events from two operational dual polarisation doppler radars [PDF]
The recent gradual increase in the use of polarimetric radars prompts for possible improvements in the estimation of precipitation and the identification of the prevailing hydrometeor type. An analysis of different convection episodes (20 May 2003, 4 and
M. Celano +4 more
doaj
A Semisupervised Robust Hydrometeor Classification Method for Dual-Polarization Radar Applications
AbstractMost of the recent hydrometeor classification schemes are based on fuzzy logic. When the input radar observations are noisy, the output classification could also be noisy, since the process is bin based and the information from neighboring radar cells is not considered.
Renzo Bechini, V. Chandrasekar
openaire +1 more source
Iterative Bayesian Retrieval of Hydrometeor Content From X-Band Polarimetric Weather Radar
Dual-polarized weather radars are capable to detect and identify different classes of hydrometeors, within stratiform and convective storms, exploiting polarimetric diversity.
MARZANO, FRANK SILVIO +2 more
core +1 more source
Implementing active/passive atmospheric profiling observations to enhance dual polarization radar hydrometeor classification algorithms for winter precipitation [PDF]
A Northern Alabama winter storm from February 20-21, 2015 is examined to determine the characteristics of precipitation transition. The primary data sources include profiler data from the University of Alabama in Huntsville (UAH) Mobile Integrated ...
Leach, Christina G.A.
core +1 more source
Hydrometeor Types Associated with GMI Brightness Temperatures [PDF]
The main goal of this project is to assess and understand how passive microwave brightness temperature values relate to particular hydrometeor types.
Cecil, Daniel J. +2 more
core
Impact of hydrometeor control variables in a convective‐scale 3DEnVar data assimilation scheme
International audienceAbstract Initialization of condensate water variables for convective‐scale weather forecasting has been a topic of active research for the last few years.
Destouches, Mayeul +7 more
core +1 more source
Based on ground observed data, S-band dual-polarization radar data, and ERA-5 reanalysis data, the statistical characteristics of polarimetric parameters and the application of melting layer (ML) and hydrometeor classification (HCL) products during eight
Lei Wang +4 more
doaj +1 more source
Convolutional neural networks for specific and merged data sets of optical array probe images: compatibility of retrieved morphology-dependent size distributions [PDF]
This study addresses the challenges of ice particle morphology classification from images of optical array probes (OAPs) and proposes a more refined processing to enable better interpretation of observational data.
L. Jaffeux +3 more
doaj +1 more source
Short-term characterisation of hydrometeor scattering channel
The problem of hydrometeor scatter at oblique angles is central in assessing the magnitude of interference between two independent radio communication systems operating in the same frequency band.
Glover, Ian +2 more
core +3 more sources
Hydrometeor classification model for ecuatorial zones base on polarimetric radar data [PDF]
La investigación consiste en el diseño y la implementación de un modelo de clasificación de hidrometeoros basado en firmas de radar meteorológico banda C, aplicable a la región ecuatorial. Inicialmente se realizó la decodificación de los datos nativos de
Cadena Contreras, Laura Angélica
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