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Retrievals of Biomass Burning Aerosol and Liquid Cloud Properties from Polarimetric Observations Using Deep Learning Techniques

Biomass burning (BB) aerosols are the largest source of absorbing aerosols on Earth. Coupled with marine stratocumulus clouds (MSC), their radiative effects are enhanced and can cause cloud property changes (first indirect effect) or cloud burn-off and warm up the atmospheric column (semi-direct eff...

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Principais autores: Michal Segal Rozenhaimer, Kirk Knobelspiesse, Daniel Miller, Dmitry Batenkov
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-05-01
Serier:Remote Sensing
Fag:
biomass burning aerosol
convolutional neural networks
vision transformers
polarimetry
ORACLES
Online adgang:https://www.mdpi.com/2072-4292/17/10/1693
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