Quantifying Leaf Chlorophyll Concentration of Sorghum from Hyperspectral Data Using Derivative Calculus and Machine Learning.
Sourav BhadraVasit SaganMaitiniyazi MaimaitijiangMatthew MaimaitiyimingMaria NewcombNadia ShakoorTodd C. MocklerPublished in: Remote. Sens. (2020)
Keyphrases
- hyperspectral data
- machine learning
- hyperspectral
- spectral data
- hyperspectral images
- hyperspectral imagery
- multispectral
- random projections
- infrared
- remote sensing
- pattern recognition
- computer vision
- decision trees
- learning algorithm
- principal components
- information extraction
- spatial resolution
- active learning
- feature selection
- text mining
- information content
- data compression
- natural language processing
- feature extraction
- data sets