Detection of Precipitation and Fog Using Machine Learning on Backscatter Data from Lidar Ceilometer

Detection of Precipitation and Fog Using Machine Learning on Backscatter Data from Lidar Ceilometer

The lidar ceilometer estimates cloud height by analyzing backscatter data. This study examines weather detectability using a lidar ceilometer by making an unprecedented attempt at detecting weather phenomena through the application of machine learning techniques to the backscatter data obtained from...

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Bibliographic Details
Main Authors: Yong-Hyuk Kim, Seung-Hyun Moon, Yourim Yoon
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Applied Sciences
Subjects:
backscatter data
lidar ceilometer
weather detection
machine learning
Online Access:https://www.mdpi.com/2076-3417/10/18/6452

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