Hyperspectral Reflectance and Machine Learning Approaches for the Detection of Drought and Root-Knot Nematode Infestation in Cotton.
Purushothaman RamamoorthySathishkumar SamiappanMartin J. WubbenJohn P. BrooksAmrit ShresthaRajendra Mohan PandaK. Raja ReddyRaju BheemanahalliPublished in: Remote. Sens. (2022)
Keyphrases
- machine learning approaches
- hyperspectral
- target detection
- spectral imagery
- remote sensing
- reflectance spectra
- image data
- hyperspectral images
- multispectral
- hyperspectral imaging
- hyperspectral imagery
- infrared
- machine learning algorithms
- machine learning methods
- machine learning
- hyperspectral data
- change detection
- spatial resolution
- spectral bands
- hyperspectral image classification
- hyperspectral remote sensing
- false alarms
- pixel classification
- information content
- image analysis
- databases
- target tracking
- dimensionality reduction
- active learning
- detection rate
- detection algorithm