Predictive Mapping of Dwarf Shrub Vegetation in an Arid High Mountain Ecosystem Using Remote Sensing and Random Forests.
Kim André VanselowCyrus SamimiPublished in: Remote. Sens. (2014)
Keyphrases
- remote sensing
- random forests
- change detection
- multispectral
- random forest
- remote sensing images
- decision trees
- logistic regression
- satellite images
- remote sensing data
- land cover
- image analysis
- remotely sensed
- image fusion
- ensemble methods
- hyperspectral
- high resolution
- remote sensing imagery
- machine learning algorithms
- satellite imagery
- image processing
- high spatial resolution
- automatic image registration
- satellite data
- climate change
- digital image analysis
- multi spectral images
- landsat tm
- remotely sensed images
- decision tree ensembles
- computer vision
- training data
- data sets
- remote sensed images
- conformal prediction
- machine learning methods
- pattern recognition
- neural network