Neural network inversion of snow parameters by fusion of snow hydrology prediction and SSM/I microwave satellite measurements.
Yuankai WangJenq-Neng HwangChi-Te ChenLeung TsangBart NijssenDennis P. LettenmaierPublished in: ICASSP (1998)
Keyphrases
- neural network
- solar radiation
- prediction model
- measured data
- prediction accuracy
- radial basis function neural network
- linear regression model
- measurement data
- root mean square error
- remote sensing data
- sigmoid function
- activation function
- parameter values
- radial basis function network
- remote sensing
- prediction algorithm
- neural network ensemble
- highly non linear
- road network
- neural network model
- neural network is trained
- maximum likelihood
- image analysis
- surface temperature
- short term prediction
- elman network
- frequency band
- optical properties
- fuzzy inference system
- prediction error
- fault diagnosis
- regression model
- back propagation
- input data
- learning algorithm