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.
Phuong-Thao Thi NgoNhat-Duc HoangBiswajeet PradhanQuang Khanh NguyenXuan Truong TranQuang Minh NguyenViet Nghia NguyenPijush SamuiDieu Tien BuiPublished in: Sensors (2018)
Keyphrases
- geospatial data
- spatial data
- sar imagery
- urban areas
- geographic information systems
- spatial objects
- synthetic aperture radar
- multilayer neural network
- spatial databases
- sar images
- target detection
- data processing
- data management
- data collection
- data analysis
- prediction model
- r tree
- spatial information
- big data
- spatial relationships
- data sources
- neural network
- database
- image reconstruction
- back propagation
- multiple sources
- model selection
- particle swarm optimization
- image data
- heterogeneous data
- evolutionary algorithm
- genetic algorithm