Mapping vegetation types in semi-arid riparian regions using random forest and object-based image approach: A case study of the Colorado River Ecosystem, Grand Canyon, Arizona.
Uyen NguyenEdward P. GlennThanh Duc DangLien T. H. PhamPublished in: Ecol. Informatics (2019)
Keyphrases
- random forest
- satellite images
- input image
- image regions
- image features
- random forests
- image classification
- ensemble methods
- high resolution
- feature set
- remote sensing
- fold cross validation
- data mining
- ensemble classifier
- ensemble learning
- multispectral
- prior knowledge
- bayesian networks
- similarity measure
- decision trees