Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

Helpful tools for polar researchers

Polar Earth Observation Database of satellite sensors

Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography.

Antarctic Mapping Tools for MATLAB functions for analyzing and mapping Antarctic geospatial datasets.

Matlab utilities for loading, analyzing, and plotting ITS_LIVE ice velocity data.

Justified Automated Weather Station (JAWS) Database Software

Crafting 3D maps of Antarctica with PyGMT and the new IBCSO V2 data

Ice sheet and glacier boundaries and basins

Bayesian inversion for thermal parameters and calculation of geothermal heat flow

Discussions related to a virtual workshop focusing on Greenlandic and Antarctica freshwater.

Ross Ice Shelf basement depths and sediment thickness

Anatarctica maps based on leaflet.js, proj4leaflet and images from GIBS of NASA.

COMNAP Antarctic Facilities

Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.

A prototype end-to-end deep learning solution to identify and traverse crevasses in Antarctica for safer navigation. Uses supervised classification and reinforcement learning.

A complete MEaSUREs grounding line, coast line, and mask dataset from Mouginot et al.

Using neural network to detect fracture patterns, in collaboration with Harold Li, Pierre Gentine, and Jonathan Kingslake