Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms.
Adriaan Jacobus PrinsAdriaan Van NiekerkPublished in: Geo spatial Inf. Sci. (2021)
Keyphrases
- machine learning algorithms
- aerial imagery
- lidar data
- aerial images
- benchmark data sets
- learning algorithm
- machine learning methods
- learning problems
- man made structures
- decision trees
- machine learning
- elevation data
- predictive accuracy
- machine learning approaches
- machine learning models
- random forests
- learning models
- data sets
- standard machine learning algorithms
- urban areas
- urban environments
- statistical machine learning
- automatic target recognition
- point cloud
- support vector machine
- high quality