Machine Learning Using Hyperspectral Data Inaccurately Predicts Plant Traits Under Spatial Dependency.
Alby D. RochaThomas A. GroenAndrew K. SkidmoreRoshanak DarvishzadehLouise WillemenPublished in: Remote. Sens. (2018)
Keyphrases
- hyperspectral data
- machine learning
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- multispectral
- random projections
- spatial frequency
- remote sensing
- spatial correlation
- pattern recognition
- spatial information
- infrared
- natural language processing
- information content
- spatial resolution
- image data
- feature selection
- target detection
- text classification
- kernel methods
- document clustering
- information extraction
- active learning
- similarity measure
- image segmentation
- computer vision