Using Machine Learning Methods to Identify Particle Types from Doppler Lidar Measurements in Iceland

Using Machine Learning Methods to Identify Particle Types from Doppler Lidar Measurements in Iceland

Doppler lidars are used worldwide for wind monitoring and recently also for the detection of aerosols. Automatic algorithms that classify the lidar signals retrieved from lidar measurements are very useful for the users. In this study, we explore the value of machine learning to classify backscatter...

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Bibliographic Details
Main Authors: Shu Yang, Fengchao Peng, Sibylle von Löwis, Guðrún Nína Petersen, David Christian Finger
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
lidar
Iceland
machine learning
aerosols
Online Access:https://www.mdpi.com/2072-4292/13/13/2433

Internet

https://www.mdpi.com/2072-4292/13/13/2433

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