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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| Principais autores: | , , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI AG
2025-06-01
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| Colecção: | Atmosphere |
| Assuntos: | |
| Acesso em linha: | https://www.mdpi.com/2073-4433/16/6/743 |
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