Enhancing global aerosol retrieval from satellite data via deep learning with mutual information estimation

Satellite-based data can provide continuous aerosol observations but suffer from significant uncertainties across various regions. Transfer learning improves model generalization, yet its application in atmospheric research remains limited. Here, we introduce an innovative framework for retrieving g...

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Bibliographic Details
Main Authors: Xiaohu Sun, Yong Xue, Lin Sun
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225001815
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