Global glacier models calculate melt from air temperature alone, using so-called degree-day models. They work surprisingly well where the ice melts most, but high up on the glacier, where snow …
Nov 8, 2026
Satellites now map the surface velocity of the ice sheets in remarkable detail, and we have good maps of ice geometry, surface conditions and climate. Could a neural network learn the relationship …
Oct 24, 2026
Better estimates of historical Global Mean Sea Level (GMSL) can help us understand many components of the climate system. It is a key climate record.
Apr 28, 2025
Modern satellites provide an unprecedented view of the Greenland and Antarctic ice sheets. However, many important variables remain only sparsely observed in the field. Machine learning offers new …
Nov 17, 2024