Remote sensing research

 

 

  • Remote Sensing for inland water quality
  • Synthetic Aperture Radar (SAR stereo and interferometry)
  • Terrestrial and marine LiDAR
  • Hyperspectral and multi-spectral image data
  • Object-based image analysis
  • Image segmentation
  • Image texture analysis (Gabor filter banks and wavelet transforms)
  • Inversion model based on global optimization algorithms
  • …

GIS & spatial data analysis

 

 

  • Object-based data structure
  • Dynamic segmentation model for linear geographical features
  • Terrain surface information extraction and representation
  • Contour tree & Reeb graphs
  • Spatial clustering
  • Spatial interpolation and locally weighted  regression
  • Spatiotemporal techniques and models (Kalman filter based data assimilation)
  • Cellular Automaton (CA) models
  • …

Application areas

  • Hydrological simulation and modeling
  • Shoreline and coastal morphology
  • Coral reefs and benthic habitats
  • Urban land use and land cover changes
  • Snow melting, glacial dynamics, and mass balance
  • …