Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions.
Michael A. MerchantMayah ObadiaBrian BriscoBen DeVriesAaron BergPublished in: Remote. Sens. (2022)
Keyphrases
- machine learning
- sar images
- satellite data
- synthetic aperture radar
- machine learning methods
- active learning
- remote sensing
- sufficient conditions
- climate change
- neural network
- image reconstruction
- short term
- machine learning algorithms
- data mining
- model selection
- text mining
- reinforcement learning
- decision trees
- feature selection
- artificial intelligence
- learning algorithm
- knowledge acquisition
- text classification
- image analysis
- computer science
- learning tasks
- wavelet domain
- inductive learning
- sar imagery
- optical images