Dual sampling linear regression ensemble to predict wheat yield across growing seasons with hyperspectral sensing.
Shuaipeng FeiShunfu XiaoJinyu ZhuYonggui XiaoYuntao MaPublished in: Comput. Electron. Agric. (2024)
Keyphrases
- linear regression
- hyperspectral
- regression problems
- hyperspectral images
- remote sensing
- least squares
- multispectral
- infrared
- hyperspectral data
- target detection
- hyperspectral image classification
- image data
- hyperspectral remote sensing
- regression methods
- hyperspectral imagery
- spatial resolution
- hyperspectral imaging
- ridge regression
- information content
- reflectance spectra
- nonlinear regression
- spectral bands
- satellite images
- random sampling
- ensemble methods
- neural network
- sample size
- random forests
- mutual information
- active learning
- high resolution
- image analysis
- training data
- image sequences
- computer vision