A Multi-Wavelength Deep Neural Network Framework for Synergistic Retrieval of AOD, FMF, and AAOD from TROPOMI

Aerosol optical depth (AOD), fine-mode fraction (FMF), and absorption aerosol optical depth (AAOD) are essential for quantifying aerosol extinction and related climate and air-quality effects. Yet, most satellite retrievals target a single wavelength or parameter. In this study, a deep neural networ...

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Главные авторы:	Benben Xu, Meng Fan, Huaxuan Wang, Heng Jia, Yichen Li, Yangyu Fan, Jinhua Tao, Liangfu Chen
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2026-04-01
Серии:	Remote Sensing
Предметы:	TROPOMI aerosol optical depth (AOD) fine-mode fraction (FMF) absorption aerosol optical depth (AAOD) deep neural network (DNN)
Online-ссылка:	https://www.mdpi.com/2072-4292/18/8/1139
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