Identifying Aerosol Subtypes from CALIPSO Lidar Profiles Using Deep Machine Learning

Identifying Aerosol Subtypes from CALIPSO Lidar Profiles Using Deep Machine Learning

The Cloud–Aerosol Lidar with Orthogonal Polarization (CALIOP), on-board the Cloud–Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) platform, is an elastic backscatter lidar that has been providing vertical profiles of the spatial, optical, and microphysical properties of clouds...

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Bibliographic Details
Main Authors: Shan Zeng, Ali Omar, Mark Vaughan, Macarena Ortiz, Charles Trepte, Jason Tackett, Jeremy Yagle, Patricia Lucker, Yongxiang Hu, David Winker, Sharon Rodier, Brian Getzewich
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Atmosphere
Subjects:
CALIPSO
CALIOP
aerosol subtype
convolutional neural networks
machine learning
Online Access:https://www.mdpi.com/2073-4433/12/1/10

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