Water Quality Monitoring

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