Estimation of soil moisture from airborne hyperspectral imagery with support vector regression.
Jelena StamenkovicDevis TuiaFrank de MorsierMaurice BorgeaudJean-Philippe ThiranPublished in: WHISPERS (2013)
Keyphrases
- support vector regression
- hyperspectral imagery
- hyperspectral
- hyperspectral images
- soil moisture
- hyperspectral data
- remote sensing
- infrared
- multispectral
- regression model
- target detection
- kernel function
- support vector
- spatial resolution
- support vector machine
- support vector machine svm
- neural network
- change detection
- information content
- image quality
- high quality