Uncertainty estimation and error correction for multi-gauge water resource models
Abstract
• A practical framework is developed to estimate uncertainty in water resource models. • The framework generates many model realisations using plausible flow perturbations. • The approach simultaneously corrects flow predictions and quantifies uncertainty. • The framework is tested using three candidate non-parametric approaches. • The k-means clustering approach demonstrated the best overall fit and reliability.
Fields of Study & Subjects
Hydrology and Watershed Management Studies
Water resources management and optimization
Groundwater flow and contamination studies
Publication details
- Journal / source
- Journal of Hydrology
- Publisher
- Elsevier BV
- Volume
- 677
- Pages
- 135797–135797
- Publication date
- 30 May 2026
- Language
- EN