Gaussian process based spatial modeling of soil moisture for dense soil moisture sensing network.
Prakash AndugulaSurya S. DurbhaAvinash LokhandeSaurabh SuradhaniwarPublished in: Agro-Geoinformatics (2017)
Keyphrases
- soil moisture
- gaussian process
- gaussian processes
- synthetic aperture radar
- gaussian process models
- gaussian process regression
- natural environment
- hyperspectral images
- hyperparameters
- latent variables
- model selection
- regression model
- bayesian framework
- approximate inference
- least squares
- sar images
- semi supervised
- expectation propagation
- learning algorithm
- covariance function
- cross validation
- computer vision