@nicomaffe.bsky.social
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machine learning for Earth science problems. marie curie postdoc at UCI
The Geikie Plateau is a huge mass of ice connected to the Greenland ice sheet and the Atlantic Ocean. How much ice is stored here ? A machine learning model reveals some interesting ice veins.
6 months ago
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Glacier ice thickness maps produced globally with a machine learning system.
@ucirvine.bsky.social
@unive Ca' Foscari
gmd.copernicus.org/articles/18/...
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A gradient-boosted tree framework to model the ice thickness of the world's glaciers (IceBoost v1.1)
Abstract. Knowledge of glacier ice volumes is crucial for constraining future sea level potential, evaluating freshwater resources, and assessing impacts on societies, from regional to global. Motivat...
https://gmd.copernicus.org/articles/18/2545/2025/
6 months ago
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