Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data.
Jiaxuan YouXiaocheng LiMelvin LowDavid B. LobellStefano ErmonPublished in: AAAI (2017)
Keyphrases
- gaussian process
- remote sensing data
- gaussian process models
- gaussian processes
- remote sensing
- gaussian process regression
- multispectral
- regression model
- latent variables
- bayesian framework
- remote sensing images
- model selection
- hyperparameters
- land cover
- covariance function
- change detection
- semi supervised
- image data
- expectation propagation
- cross validation
- non stationary
- data sets
- hyperspectral
- maximum likelihood
- prior knowledge
- image processing