Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models.
Yiqing GuoKarel MokanyCindy OngPeyman MoghadamSimon FerrierShaun R. LevickPublished in: CoRR (2023)
Keyphrases
- regression model
- hyperspectral data
- feature extraction
- plant species
- hyperspectral
- hyperspectral images
- target variable
- multiple linear regression
- hyperspectral imagery
- model selection
- random projections
- multispectral
- infrared
- remote sensing
- feature vectors
- dimension reduction
- natural environment
- feature selection
- cluster analysis
- target detection
- dimensionality reduction
- support vector machine
- classification accuracy
- pattern recognition
- face recognition