Retrieval of Volcanic Ash Cloud Base Height Using Machine Learning Algorithms

Retrieval of Volcanic Ash Cloud Base Height Using Machine Learning Algorithms

There are distinct differences between radiation characteristics of volcanic ash and meteorological clouds, and conventional retrieval methods for cloud base height (CBH) of the latter are difficult to apply to volcanic ash without substantial parameterisation and model correction. Furthermore, exis...

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Bibliographic Details
Main Authors: Fenghua Zhao, Jiawei Xia, Lin Zhu, Hongfu Sun, Dexin Zhao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Atmosphere
Subjects:
volcanic ash cloud base height
machine learning
CALIOP lidar data
passive satellite measurement
Online Access:https://www.mdpi.com/2073-4433/14/2/228

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