Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: The R package sperrorest.
Alexander BrenningPublished in: IGARSS (2012)
Keyphrases
- cross validation
- remote sensing
- remote sensing data
- model selection
- remote sensing images
- change detection
- multispectral
- spatial analysis
- remotely sensed data
- image analysis
- geographical information systems
- remote sensing imagery
- high resolution
- hyperparameters
- image fusion
- support vector
- weather prediction
- prediction accuracy
- hyperspectral
- spatial data
- cross validated
- image processing
- satellite imagery
- satellite images
- automatic image registration
- high spatial resolution
- multi spectral images
- error estimates
- spatial information
- land cover
- classification rules
- ls svm
- training set
- satellite data
- spatial databases
- prediction model
- hyperspectral images
- neural network
- remote sensed images
- hyperspectral imagery
- spatial relationships
- image segmentation
- decision trees