Cryospheric Remote Sensing
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Analyze changes in dynamic sea ice deformation in the Ross Sea using ICESat-2
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Detection of ex-fast ice using ICESat-2 sea ice freeboard data
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Geostatistical interpolation and mapping of sea ice freeboard in the Ross Sea
Geostatistical interpolation and mapping of sea ice freeboard in the Ross Sea
Estimate thermodynamic and dynamic sea ice growth in the Arctic Ocean using ICESat-2
Geostatistical interpolation and mapping of sea ice freeboard in the Ross Sea
Characterization of floe size distribution in the Weddell Sea using ICESat-2
Characterization of floe size distribution in the Weddell Sea using ICESat-2
Characterization of floe size distribution in the Weddell Sea using ICESat-2
Spatiotemporal analysis of lead distribution in the Arctic Ocean
Characterization of floe size distribution in the Weddell Sea using ICESat-2
Characterization of floe size distribution in the Weddell Sea using ICESat-2
Machine learning / Deep learning
Improve surface classification of ICESat-2 data using neural network
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Detect medium-large icebergs using image segmentation and support vector machine (SVM)
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Physics-informed machine learning for sea ice prediction
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Hierarchical information-sharing U-net (HIS-Unet) to predict sea ice movements and concentration
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network emulator for calving parameterization in Helheim Glacier
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Solar irradiance mapping using neural network and satellite images
Graph neural network (GNN) emulator for numerical finite-element ice sheet model
Solar irradiance mapping using neural network and satellite images
Google Earth Engine / Cloud computing
Track the trajectory of iceberg B43 using Sentinel-1 SAR images in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Track the trajectory of iceberg B43 using Sentinel-1 SAR images in Google Earth Engine
Automatically detect and track medium-large icebergs via Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Track the trajectory of iceberg B43 using Sentinel-1 SAR images in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Monitoring snow cover changes in Iceland using MODIS data in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Monitoring urban heat island effect in San Antonio using MODIS and GIS data in Google Earth Engine
Geographic Information Systems (GIS)
Assess landslide risk at mining site using satellite images and GIS data
Assess landslide risk at mining site using satellite images and GIS data
Assess landslide risk at mining site using satellite images and GIS data
Select the optimal site of solar photovoltaic near mines using GIS
Assess landslide risk at mining site using satellite images and GIS data
Assess landslide risk at mining site using satellite images and GIS data