Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series.
Jan PislLloyd Haydn HughesMarc RußwurmDevis TuiaPublished in: IGARSS (2023)
Keyphrases
- machine learning
- satellite images
- pattern recognition
- decision trees
- machine learning methods
- supervised machine learning
- machine learning algorithms
- machine learning approaches
- multispectral
- remotely sensed
- remote sensing
- support vector machine
- supervised learning
- text classification
- feature selection
- remotely sensed imagery
- unsupervised learning
- supervised classification
- support vector
- model selection
- feature vectors
- feature extraction
- digital elevation models
- data mining
- infrared
- classification accuracy
- change detection
- data collection
- high resolution
- image analysis
- synthetic aperture radar
- land cover
- computer vision