Extending Airborne Lidar-Derived Estimates of Forest Canopy Cover and Height Over Large Areas Using kNN With Landsat Time Series Data.
Oumer S. AhmedSteven E. FranklinMichael A. WulderJoanne C. WhitePublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2016)
Keyphrases
- knn
- k nearest neighbor
- lidar data
- nearest neighbor
- urban areas
- text categorization
- distance function
- k nearest neighbour
- classification algorithm
- satellite images
- knn algorithm
- remotely sensed
- support vector machine svm
- infrared
- feature selection
- multispectral
- similarity search
- remote sensing images
- high resolution
- classification method
- text classification
- majority voting
- neural network
- knn classifier
- knn classification
- support vector machine
- k nearest
- remote sensing
- data analysis
- shows significant improvements