Himawari-8 Aerosol Optical Depth (AOD) Retrieval Using a Deep Neural Network Trained Using AERONET Observations

Himawari-8 Aerosol Optical Depth (AOD) Retrieval Using a Deep Neural Network Trained Using AERONET Observations

Spectral aerosol optical depth (AOD) estimation from satellite-measured top of atmosphere (TOA) reflectances is challenging because of the complicated TOA-AOD relationship and a nexus of land surface and atmospheric state variations. This task is usually undertaken using a physical model to provide...

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Bibliographic Details
Main Authors: Lu She, Hankui K. Zhang, Zhengqiang Li, Gerrit de Leeuw, Bo Huang
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
aerosol optical depth (AOD)
Himawari-8
deep neural network
Online Access:https://www.mdpi.com/2072-4292/12/24/4125

Internet

https://www.mdpi.com/2072-4292/12/24/4125

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