Improving Bayesian model averaging for ensemble flood modeling using multiple Markov chains Monte Carlo sampling
As all kinds of numerical models are emerging in hydrologic and hydraulic engineering,
Bayesian model averaging (BMA) is one of the popular multi‐model methods used to …
Bayesian model averaging (BMA) is one of the popular multi‐model methods used to …
A more comprehensive uncertainty framework for historical flood frequency analysis: a 500-year long case study
M Lucas, M Lang, B Renard… - Hydrology and Earth …, 2024 - hess.copernicus.org
The value of historical data for flood frequency analysis has been acknowledged and
studied for a long time. A specific statistical framework must be used to comply with the …
studied for a long time. A specific statistical framework must be used to comply with the …
[HTML][HTML] Estimating flood recurrence uncertainty for non-stationary regimes
Assuming non-stationarity in flood frequency models is still controversial due to uncertainty
in estimates. In this study, a hierarchical Bayesian framework for flood frequency analysis is …
in estimates. In this study, a hierarchical Bayesian framework for flood frequency analysis is …