Long-term drought prediction using deep neural networks based on geospatial weather data.
Alexander MarusovVsevolod GrabarYury MaximovNazar SotiriadiAlexander BulkinAlexey ZaytsevPublished in: Environ. Model. Softw. (2024)
Keyphrases
- weather data
- long term
- neural network
- meteorological data
- weather prediction
- short term
- prediction model
- prediction accuracy
- neural network ensemble
- decision support system
- short term prediction
- artificial neural networks to predict
- prediction algorithm
- fuzzy logic
- neural networks and support vector machines
- chaotic time series
- neural network model
- artificial neural networks
- risk management
- genetic algorithm
- wind speed
- prediction error
- competitive learning
- predictive model
- multi layer perceptron
- spatial data
- fault diagnosis
- pattern recognition
- machine learning
- geospatial data
- geo spatial
- fuzzy systems
- sufficient conditions
- expert systems
- weather forecasts
- learning algorithm