Evaluation of Point Hyperspectral Reflectance and Multivariate Regression Models for Grapevine Water Status Estimation.
Hsiang-En WeiMiles GraftonMichael BrethertonMatthew IrwinEduardo SandovalPublished in: Remote. Sens. (2021)
Keyphrases
- regression model
- hyperspectral
- remote sensing
- generalized linear models
- hyperspectral images
- image data
- reflectance spectra
- multispectral
- signal subspace
- model selection
- interval valued data
- hyperspectral data
- multivariate regression
- infrared
- hyperspectral imagery
- regression analysis
- regression methods
- spatial resolution
- information content
- hyperspectral remote sensing
- pixel classification
- hyperspectral imaging
- hyperspectral image classification
- target detection
- explanatory variables
- spectral bands
- linear model
- machine learning
- multiple linear regression
- neural network
- satellite images
- feature space
- image processing