Greenland Ice Sheet Wide Supraglacial Lake Evolution and Dynamics: Insights From the 2018 and 2019 Melt Seasons
Published: February 25, 2026
Publications
Showing results 1-10 of 13 matches.
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction
Published: February 25, 2026
Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction
Published: February 25, 2026
CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice Extent
Published: February 11, 2026
Deep Learning for Antarctic Sea Ice Anomaly Detection and Prediction: A Two-Module Framework
Published: February 11, 2026
Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic
Published: February 11, 2026
Harnessing Feature Clustering for Enhanced Anomaly Detection with VAE and Dynamic Threshold
Published: February 11, 2026
Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data
Published: February 11, 2026
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Published: July 23, 2024
Benchmarking probabilistic machine learning models for arctic sea ice forecasting
Published: July 23, 2024