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Design of a Forest Fire Early Alert System through a Deep 3D-CNN Structure and a WRF-CNN Bias Correction

Throughout the years, wildfires have negatively impacted ecological systems and urban areas. Hence, reinforcing territorial risk management strategies against wildfires is essential. In this study, we built an early alert system (EAS) with two different Machine Learning (ML) techniques to calculate...

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Detalles Bibliográficos
Autores principales: Casallas, Alejandro, Jiménez-Saenz, Camila, Torres, Victor, Quirama-Aguilar, Miguel, Lizcano, Augusto, Lopez-Barrera, Ellie Anne, Ferro, Camilo, Celis, Nathalia, Arenas, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693021/
https://www.ncbi.nlm.nih.gov/pubmed/36433386
http://dx.doi.org/10.3390/s22228790