Burnt area mapping from ERS-SAR time series using the principal components transformation.
Meritxell GimenoJesús San-Miguel-AyanzPaulo M. BarbosaGuido SchmuckPublished in: SAR (2002)
Keyphrases
- principal components
- multivariate data
- principal component analysis
- dimensionality reduction
- synthetic aperture radar
- kernel space
- principal component regression
- principal components analysis
- spectral data
- hyperplane
- non stationary
- covariance matrix
- dynamic time warping
- linear features
- kernel principal component analysis
- multivariate time series
- neural network
- kernel pca
- parameter estimation
- signal processing
- preprocessing
- decision trees