High Resolution Mapping of Vegetation Biomass and Soil Moisture by Using AMSR2, Sentinel-1 and Machine Learning.
Emanuele SantiFabrizio BaroniGiacomo FontanelliAlessandro LapiniEnrico PalchettiSimonetta PalosciaPaolo PampaloniSimone PettinatoSimone PiliaGiuliano RamatLeonardo SanturriPublished in: IGARSS (2022)
Keyphrases
- soil moisture
- machine learning
- high resolution
- remote sensing
- low resolution
- synthetic aperture radar
- natural environment
- hyperspectral images
- super resolution
- satellite images
- computer vision
- sar images
- data mining
- field of view
- high quality
- model selection
- pattern recognition
- image processing
- learning algorithm
- wavelet transform
- multispectral
- change detection
- spatial resolution