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Reconstructing aerosol optical depth using spatiotemporal Long Short-Term Memory convolutional autoencoder

Aerosol Optical Depth (AOD) is a crucial atmospheric parameter in comprehending climate change, air quality, and its impacts on human health. Satellites offer exceptional spatiotemporal AOD data continuity. However, data quality is influenced by various atmospheric, landscape, and instrumental facto...

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Detalles Bibliográficos
Autores principales: Liang, Lu, Daniels, Jacob, Biancardi, Michael, Zhou, Yuye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689425/
https://www.ncbi.nlm.nih.gov/pubmed/38036585
http://dx.doi.org/10.1038/s41597-023-02696-w