Resources

Greenland Ice Sheet Wide Supraglacial Lake Evolution and Dynamics: Insights From the 2018 and 2019 Melt Seasons

Published: February 25, 2026

Publications

Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction

Published: February 25, 2026

Publications

Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction

Published: February 25, 2026

Publications

CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice Extent

Published: February 11, 2026

Publications

Deep Learning for Antarctic Sea Ice Anomaly Detection and Prediction: A Two-Module Framework

Published: February 11, 2026

Publications

Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic

Published: February 11, 2026

Publications

Harnessing Feature Clustering for Enhanced Anomaly Detection with VAE and Dynamic Threshold

Published: February 11, 2026

Publications

Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data

Published: February 11, 2026

Publications

ISMIP7 Antarctica MIPkit

Published: January 28, 2026

Data Sets

This dataset provides the ISMIP7 Antarctica MIPkit, a result of the work from the ISMIP7 Observation Focus group. The MIPkit brings  existing datasets into an ice sheet model friendly netCDF. Cite and acknowledge this work Users of this dataset should cite the relevant datasets and acknowledge ISMIP7 and Ghub. A…

ISMIP7 Greenland MIPkit

Published: November 25, 2025

Data Sets

This dataset provides the ISMIP7 Greenland MIPkit, a result of the work from the ISMIP7 Observation Focus group. The MIPkit brings  existing datasets into an ice sheet model friendly netCDF. Cite and acknowledge this work Users of this dataset should cite the relevant datasets and acknowledge ISMIP7 and Ghub. A…