Ecological Dissimilarity Matters More Than Geographical Distance When Predicting Land Surface Indicators Using Machine Learning.
Bo ZhouGregory S. OkinJunzhe ZhangShannon L. SavageChristopher J. ColeMichael C. DuniwayPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- machine learning
- dissimilarity measure
- distance map
- decision trees
- distance measure
- three dimensional
- learning tasks
- machine learning approaches
- information extraction
- active learning
- machine learning methods
- explanation based learning
- computer vision
- distance transform
- data analysis
- d objects
- supervised learning
- machine learning algorithms
- learning systems
- euclidean distance
- surface fitting
- surface reconstruction
- inductive learning
- geographical information systems
- distance function
- model selection
- computer science
- reinforcement learning
- feature selection
- artificial intelligence
- learning algorithm
- range images
- natural language processing
- support vector machine
- knowledge discovery
- pairwise
- supervised classification
- natural language
- geodesic distance