Estimation of Multi-Species Leaf Area Index Based on Chinese GF-1 Satellite Data Using Look-Up Table and Gaussian Process Regression Methods.
Yangyang ZhangJian YangXiuguo LiuLin DuShuo ShiJia SunBiwu ChenPublished in: Sensors (2020)
Keyphrases
- gaussian process
- regression model
- regression methods
- satellite data
- gaussian processes
- remote sensing
- model selection
- satellite images
- multispectral
- regression method
- linear regression
- hyperparameters
- partial least squares
- parameter estimation
- support vector regression
- bayesian framework
- image sequences
- maximum likelihood