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Characterization of Historical Aerosol Optical Depth Dynamics Using LSTM and Peak Enhancement Techniques

This study addresses the challenges of characterizing aerosol optical depth (AOD) dynamics from satellite observations, which are often hindered by data gaps and variability. A long short-term memory (LSTM) network was trained on an extended AOD dataset from Sicily to capture temporal patterns. The...

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Bibliografiset tiedot
Päätekijät: Horia-Alexandru Cămărășan, Alexandru Mereuță, Lucia-Timea Deaconu, Horațiu-Ioan Ștefănie, Andrei-Titus Radovici, Camelia Botezan, Zoltán Török, Nicolae Ajtai
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2025-06-01
Sarja:Atmosphere
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Linkit:https://www.mdpi.com/2073-4433/16/6/743
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