LASSO (L1) Regularization for Development of Sparse Remote-Sensing Models with Applications in Optically Complex Waters Using GEE Tools.
Anna Catherine CardallRiley HalesKaylee Brook TannerGustavious P. WilliamsKel N. MarkertPublished in: Remote. Sens. (2023)
Keyphrases
- remote sensing
- change detection
- remote sensing images
- remote sensing imagery
- automatic image registration
- hyperspectral
- high resolution
- multispectral
- image fusion
- image analysis
- remote sensing data
- satellite data
- remotely sensed images
- digital image analysis
- remotely sensed data
- remotely sensed
- image processing
- satellite imagery
- land cover
- satellite images
- earth science
- remote sensed images
- land cover classification
- multi spectral images
- remotely sensed imagery
- high dimensional
- model selection
- elastic net
- regularization parameter
- hyperspectral images
- earth observation
- spatial resolution
- image segmentation
- weather prediction
- feature selection
- climate change