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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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Principais autores: Phuong-Thao Thi Ngo, Nhat-Duc Hoang, Biswajeet Pradhan, Quang Khanh Nguyen, Xuan Truong Tran, Quang Minh Nguyen, Viet Nghia Nguyen, Pijush Samui, Dieu Tien Bui
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2018-10-01
Series:Sensors
Assuntos:
flash floods
Sentinel-1
GIS
artificial neural network
firefly algorithm
Levenberg–Marquardt backpropagation
Acceso en liña:https://www.mdpi.com/1424-8220/18/11/3704
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