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Hyperspectral/Multispectral Imaging and Sounding of the Environment (HISE)
Hyperspectral/Multispectral Imaging and Sounding of the Environment (HISE)
- Atmospheric Sensing and Sounding
- Atmospheric measurements and their applications
- Modeling and compensation for atmospheric effects
- Air pollution and air quality monitoring
- Weather prediction and climate modeling
- Aquatic Remote Sensing
- Water quality monitoring in inland and coastal waters
- Phytoplankton functional group and species discrimination
- Harmful algal bloom monitoring
- Determination of concentrations of physical and biological constituents in water
- Bottom type and bottom depth determination in shallow water environments
- Terrestrial Remote Sensing
- Precision agriculture
- Species discrimination and mapping of vegetation in forests and wetlands
- Soil studies, including soil classification, soil moisture content and trafficability
- High-resolution imaging for urban planning and development
- Radiative Transfer Modeling
- New approaches for computationally efficient and fast radiative transfer modeling
- Vector radiative transfer modeling using hyperspectral and polarimetic data
- Fast radiative transfer through dimensionality reduction and machine learning approaches
- Image Processing, Algorithm Development and Machine Learning
- Innovative signal and digital image processing techniques including image segmentation, pattern recognition and neural networks
- High-resolution data analysis using artificial intelligence and machine learning techniques
- Dimension reduction and information content analysis
- Fusion with active or passive sensors and visualization algorithms
- Spectral inversion techniques such as unmixing, deconvolution, derivatives, optimal estimation and spectral fingerprinting
- Industrial Imaging
- Imaging and sensing applications in the mining, oil and gas industries
- High-resolution imaging for quality analysis and process control
- Imaging and sensing technologies for food adulteration monitoring
- Incident Response & Monitoring Applications
- Environmental changes due to the Covid-19 pandemic and other natural disasters
- Thermal sensing of wildfires and volcanoes
- Deployment of imaging technologies for rapid response to natural disasters/events
- Sensor Development
- New spectrometer design, development and sensor characterization
- Planned and recently launched operational systems
- Observing system simulation experiments