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A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data

Flash floods are widely recognized as one of the most devastating natural hazards in the world, therefore prediction of flash flood-prone areas is crucial for public safety and emergency management. This research proposes a new methodology for spatial prediction of flash floods based on Sentinel-1 S...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Ngo, Phuong-Thao Thi, Hoang, Nhat-Duc, Pradhan, Biswajeet, Nguyen, Quang Khanh, Tran, Xuan Truong, Nguyen, Quang Minh, Nguyen, Viet Nghia, Samui, Pijush, Tien Bui, Dieu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6263740/
https://ncbi.nlm.nih.gov/pubmed/30384451
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18113704
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