High-resolution mapping of forest canopy height using machine learning by coupling ICESat-2 LiDAR with Sentinel-1, Sentinel-2 and Landsat-8 data.
Wang LiZheng NiuRong ShangYuchu QinLi WangHanyue ChenPublished in: Int. J. Appl. Earth Obs. Geoinformation (2020)
Keyphrases
- machine learning
- data analysis
- high resolution
- data sets
- satellite images
- database
- training data
- data collection
- knowledge discovery
- end users
- image data
- data quality
- raw data
- synthetic data
- data sources
- high quality
- machine learning methods
- lidar data
- databases
- computer systems
- prior knowledge
- pattern recognition
- text classification
- spatial data
- text mining
- decision trees
- point cloud
- original data
- data mining
- remote sensing data
- laser scanner
- active learning