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March 2025
Water Resources Research. - 61(2025)3, Art. e2024WR038779

DREAM(LoAX): Simultaneous Calibration and Diagnosis for Tracer-Aided Ecohydrological Models Under the Equifinality Thesis

Songjun Wu; Doerthe Tetzlaff; Keith Beven; Chris Soulsby

The authors developed a new algorithm DREAM(LoAX) as an effective conditioning tool to consider epistemic uncertainty in process-based models. It provides real-time diagnostic information of model failures for identification of uncertainty in data or flaws in model structure, and hence is a learning tool for limitations in current monitoring networks and development of future models.