LiDAR patch metrics for object-based clustering of forest types in a tropical rainforest.
Cici AlexanderAmanda H. KorstjensGraham UsherMatthew G. NowakGabriella FredrikssonRoss A. HillPublished in: Int. J. Appl. Earth Obs. Geoinformation (2018)
Keyphrases
- clustering method
- clustering algorithm
- cluster analysis
- unsupervised learning
- data clustering
- evaluation metrics
- k means
- hierarchical clustering
- categorical data
- data sets
- point cloud
- spectral clustering
- graph theoretic
- similarity function
- multiscale
- dissimilarity measure
- aerial imagery
- self organizing maps
- lidar data
- surface patches
- high dimensional
- fuzzy clustering
- high resolution
- feature space
- multispectral
- remote sensing