From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers Model for CyanoHAB Intensity in Lake Champlain
A Transformer-BiLSTM framework forecasts Lake Champlain CyanoHAB intensity up to 14 days ahead using only remote sensing data.
Jan 1, 2026
Machine-Learned Emulators for Teleconnection Discovery and Uncertainty Quantification in Coupled Human-Natural Systems
Machine-learned emulators are used to study teleconnections and uncertainty in a coupled human-natural systems model of Lake Champlain.
Dec 27, 2025
An example journal article
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Sep 1, 2015