Appraisal of EnMAP hyperspectral imagery use in LULC mapping when combined with machine learning pixel-based classifiers.
Christina LekkaGeorge P. PetropoulosSpyridon E. DetsikasPublished in: Environ. Model. Softw. (2024)
Keyphrases
- hyperspectral imagery
- land cover
- machine learning
- multispectral
- remote sensing
- supervised classification
- hyperspectral
- decision trees
- hyperspectral images
- high dimensional feature space
- change detection
- hyperspectral data
- feature selection
- learning algorithm
- spatial resolution
- target detection
- support vector
- pattern recognition
- training set
- satellite images
- computer vision
- image fusion
- kernel methods
- image analysis
- remote sensing images
- training data
- information content
- active learning
- infrared
- training samples
- unsupervised learning
- feature set
- image processing
- support vector machine
- image data
- data streams
- multi band