Estimation of Soil Characteristics from Multispectral Sentinel-3 Imagery and DEM Derivatives Using Machine Learning.
Flavio PiccoliMirko Paolo BarbatoMarco PeracchiPaolo NapoletanoPublished in: Sensors (2023)
Keyphrases
- multispectral
- digital elevation models
- machine learning
- satellite images
- image data
- remote sensing
- remote sensing data
- remote sensing images
- multispectral images
- spectral characteristics
- image analysis
- spectral images
- spatial resolution
- multi band
- remotely sensed
- hyperspectral
- image processing
- motion imagery
- hyperspectral data
- satellite imagery
- multispectral satellite images
- land cover
- land cover classification
- computer vision
- multispectral imaging
- spectral bands
- elevation data
- urban areas
- remotely sensed data
- supervised classification
- change detection
- high resolution
- data mining
- hyperspectral images
- neural network
- remote sensing imagery
- supervised learning
- color images
- feature extraction