Mapping and Monitoring Fractional Woody Vegetation Cover in the Arid Savannas of Namibia Using LiDAR Training Data, Machine Learning, and ALOS PALSAR Data.
Konrad J. WesselsRenaud MathieuNichola M. KnoxRussell MainLaven NaidooKaren C. SteenkampPublished in: Remote. Sens. (2019)
Keyphrases
- training data
- data sets
- machine learning
- database
- test data
- data analysis
- data collection
- prior knowledge
- data quality
- noisy data
- raw data
- data structure
- decision trees
- training dataset
- knowledge discovery
- training examples
- labeled data
- small number
- learning algorithm
- end users
- high quality
- data distribution
- vital signs
- sampled data
- classification trees
- data streams
- training set
- high resolution
- support vector machine
- remote sensing
- missing data
- active learning
- statistical analysis
- image data
- data processing
- supervised learning