Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps.
Parth NaikMichele DalponteLorenzo BruzzonePublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- data sets
- feature extraction
- data processing
- prediction accuracy
- principal component analysis
- original data
- raw data
- sensor data
- image data
- prior knowledge
- high quality
- data objects
- small number
- database
- input data
- databases
- data sources
- data structure
- synthetic data
- statistical analysis
- correlation analysis
- training data
- spatial data
- missing data
- unsupervised learning
- data collection
- data streams
- wavelet transform
- data points