Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging.
Theodoros TsatsoulisNikolaos L. TsakiridisKonstantinos KaryotisGeorge C. ZalidisPublished in: WHISPERS (2023)
Keyphrases
- hyperspectral
- spectral data
- machine learning models
- spectral imagery
- predictive model
- remote sensing
- spectral resolution
- hyperspectral images
- multispectral
- infrared
- machine learning algorithms
- hyperspectral imagery
- hyperspectral data
- image processing
- target detection
- image data
- high resolution
- image analysis
- prediction model
- spatial resolution
- satellite images
- information content
- machine learning
- principal components
- neural network
- spectral bands
- partial least squares
- mutual information
- knn
- active learning