Flash floods forecasting without rainfalls forecasts by recurrent neural networks. Case study on the Mialet basin (Southern France).
G. ArtigueAnne JohannetValerie Borrell EstupinaSeverin PistrePublished in: NaBIC (2011)
Keyphrases
- recurrent neural networks
- case study
- river basin
- short term
- chaotic time series
- long term
- neural network
- feed forward
- recurrent networks
- forecast models
- historical data
- complex valued
- water resources
- artificial neural networks
- reservoir computing
- load forecasting
- long short term memory
- forecasting model
- feedforward neural networks
- neural model
- echo state networks
- exchange rate
- cascade correlation
- man made
- nonlinear dynamic systems
- prediction model
- stock market
- regression model