High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm.
Onisimo MutangaElhadi AdamMoses Azong ChoPublished in: Int. J. Appl. Earth Obs. Geoinformation (2012)
Keyphrases
- random forest
- high density
- regression algorithm
- low density
- decision trees
- feature set
- piecewise linear
- ensemble methods
- regression methods
- semi supervised
- remote sensing
- data center
- high resolution
- image processing
- least squares
- learning algorithm
- feature selection algorithms
- regression model
- logistic regression
- machine learning algorithms
- classification accuracy
- active learning
- training data
- feature selection