Drought prediction based on SPI and SPEI with varying timescales using LSTM recurrent neural network.
S. PoornimaM. PushpalathaPublished in: Soft Comput. (2019)
Keyphrases
- recurrent neural networks
- long short term memory
- chaotic time series
- neural network
- prediction accuracy
- feed forward
- complex valued
- reservoir computing
- artificial neural networks
- recurrent networks
- hidden layer
- echo state networks
- neural model
- nonlinear dynamic systems
- feedforward neural networks
- prediction algorithm
- decision support system
- prediction model
- short term
- knowledge base
- learning algorithm