Dust Aerosol Classification in Northwest China Using CALIPSO Data and an Enhanced 1D U-Net Network

Dust Aerosol Classification in Northwest China Using CALIPSO Data and an Enhanced 1D U-Net Network

Dust aerosols significantly affect climate and air quality in Northwest China (30–50° N, 70–110° E), where frequent dust storms complicate accurate aerosol classification when using CALIPSO satellite data. This study introduces an Enhanced 1D U-Net model to enhance dust aerosol retrieval, incorporat...

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Bibliographic Details
Main Authors: Xin Gong, Delong Xiu, Xiaoling Sun, Ruizhao Zhang, Jiandong Mao, Hu Zhao, Zhimin Rao
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Atmosphere
Subjects:
enhanced U-Net network
CALIPSO data
dust aerosol
Online Access:https://www.mdpi.com/2073-4433/16/7/812
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