Identifying cloud droplets beyond lidar attenuation from vertically pointing cloud radar observations using artificial neural networks

<p>In mixed-phase clouds, the variable mass ratio between liquid water and ice as well as the spatial distribution within the cloud plays an important role in cloud lifetime, precipitation processes, and the radiation budget. Data sets of vertically pointing Doppler cloud radars and lidars pro...

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Bibliographic Details
Main Authors: W. Schimmel, H. Kalesse-Los, M. Maahn, T. Vogl, A. Foth, P. S. Garfias, P. Seifert
Format: Article
Language:English
Published: Copernicus Publications 2022-09-01
Series:Atmospheric Measurement Techniques
Online Access:https://amt.copernicus.org/articles/15/5343/2022/amt-15-5343-2022.pdf