Helpful tools for polar researchers

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!

No description provided.

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

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

Polar Earth Observation Database of satellite sensors

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

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

Justified Automated Weather Station (JAWS) Database Software

Ice sheet and glacier boundaries and basins

Sankey diagram for ice sheet mass flow

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

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

Bayesian inversion for thermal parameters and calculation of geothermal heat flow

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

Ross Ice Shelf basement depths and sediment thickness

COMNAP Antarctic Facilities

Poster presented at the New Zealand Antarctic Science Conference 2021 in Christchurch on 10 February 2021.

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

Python codes to measure rifts using the ICESat-2 ATL06 data product. Assumes that the entire dataset is available locally.

Experimental code on running the Ice Sheet System Model (ISSM) via Python instead of the default Matlab interface.

:artificial_satellite: A low-cost, open-source GNSS positioning system for earth science.

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

The subglacial landscape and hydrology of Antarctica mapped from space

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

Posting "Antarctica Today Surface Melt" updates to social media daily.

MODIS Mosaic of Antarctica

COMNAP Antarctic Vessels

Paper: Using a dual-layer gradient-boosted equivalent source model process magnetic data