Water Quality Monitoring | Muhammad Adil Homepage

From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers Model for CyanoHAB Intensity in Lake Champlain

Thu, 01 Jan 2026 00:00:00 +0000

Published in IEEE JSTARS in 2026. The paper introduces a Transformer-BiLSTM forecasting pipeline for CyanoHAB intensity prediction in Lake Champlain using only satellite-derived observations.

Machine-Learned Emulators for Teleconnection Discovery and Uncertainty Quantification in Coupled Human-Natural Systems

Sat, 27 Dec 2025 00:00:00 +0000

Published in Water in 2026. This article examines machine-learned emulators for teleconnection discovery and uncertainty quantification in a coupled human-natural systems setting centered on Lake Champlain.