Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning.
Veronika DöpperAlby D. RochaKatja BergerTobias GränzigJochem VerrelstBirgit KleinschmitMichael FörsterPublished in: Int. J. Appl. Earth Obs. Geoinformation (2022)
Keyphrases
- hyperspectral data
- machine learning
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- random projections
- multispectral
- infrared
- remote sensing
- data compression
- pattern recognition
- computer vision
- support vector machine
- learning algorithm
- satellite images
- kernel methods
- text classification
- text mining
- active learning
- unsupervised learning
- dimensionality reduction
- image data
- target detection
- multispectral images
- high resolution
- data streams
- feature selection