Articles | Volume 16, issue 4
https://doi.org/10.5194/hess-16-1221-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-16-1221-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Bayesian uncertainty assessment of flood predictions in ungauged urban basins for conceptual rainfall-runoff models
A. E. Sikorska
Eawag: Swiss Federal Institute of Aquatic Science and Technology, Dept. of Urban Water Management, Überlandstrasse 133, Dübendorf, 8600, Switzerland
Warsaw University of Life Sciences – SGGW, Dept. of Hydraulic Engineering, 166 Nowoursynowska Street Warsaw, 02-787, Poland
A. Scheidegger
Eawag: Swiss Federal Institute of Aquatic Science and Technology, Dept. of Urban Water Management, Überlandstrasse 133, Dübendorf, 8600, Switzerland
K. Banasik
Warsaw University of Life Sciences – SGGW, Dept. of Hydraulic Engineering, 166 Nowoursynowska Street Warsaw, 02-787, Poland
J. Rieckermann
Eawag: Swiss Federal Institute of Aquatic Science and Technology, Dept. of Urban Water Management, Überlandstrasse 133, Dübendorf, 8600, Switzerland
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Cited
42 citations as recorded by crossref.
- Value of different precipitation data for flood prediction in an alpine catchment: A Bayesian approach A. Sikorska & J. Seibert
- Parameter estimation of hydrologic models using a likelihood function for censored and binary observations O. Wani et al.
- Modeling Suspended Sediment Concentration in the Stormwater Outflow from a Small Detention Pond A. Krajewski et al.
- Efficient treatment of climate data uncertainty in ensemble Kalman filter (EnKF) based on an existing historical climate ensemble dataset H. Liu et al.
- Calibrating a hydrological model in stage space to account for rating curve uncertainties: general framework and key challenges A. Sikorska & B. Renard
- Effective precipitation duration for runoff peaks based on catchment modelling A. Sikorska et al.
- Describing the catchment‐averaged precipitation as a stochastic process improves parameter and input estimation D. Del Giudice et al.
- Estimating the Uncertainty of Hydrological Predictions through Data-Driven Resampling Techniques A. Sikorska et al.
- Comparison of two stochastic techniques for reliable urban runoff prediction by modeling systematic errors D. Del Giudice et al.
- The multi temporal/multi-model approach to predictive uncertainty assessment in real-time flood forecasting S. Barbetta et al.
- A review of pollution-based real-time modelling and control for sewage systems R. da Silva Gesser et al.
- Separately accounting for uncertainties in rainfall and runoff: Calibration of event-based conceptual hydrological models in small urban catchments using Bayesian method S. Sun & J. Bertrand-Krajewski
- The value of streamflow data in improving TSS predictions – Bayesian multi-objective calibration A. Sikorska et al.
- Case Study: A Real-Time Flood Forecasting System with Predictive Uncertainty Estimation for the Godavari River, India S. Barbetta et al.
- Estimating hydrologic model uncertainty in the presence of complex residual error structures S. Samadi et al.
- Bayesian parameter inference in hydrological modelling using a Hamiltonian Monte Carlo approach with a stochastic rain model S. Ulzega & C. Albert
- Appropriate temporal resolution of precipitation data for discharge modelling in pre-alpine catchments A. Sikorska & J. Seibert
- Improving event-based methods for modelling flood risk in a variable and non-stationary climate R. Nathan
- Developing an Empirical Relations between Nash Model Parameters and Watersheds Topographical Characteristics for Predicting Direct Runoff Hydrograph K. Khidir
- Model bias and complexity – Understanding the effects of structural deficits and input errors on runoff predictions D. Del Giudice et al.
- Implications of changes in temperature and precipitation on the discharge of Brahmaputra River in the urban watershed of Guwahati, India I. Ahmed et al.
- Bayesian neural networks for stock price forecasting before and during COVID-19 pandemic R. Chandra et al.
- Systematic Review for Urban Flood Disaster in Managerial Perspective: Forecasting, Assessment and Optimization X. Tang et al.
- Probabilistic assessment of failure of infiltration structures under model and parametric uncertainty A. Dell’Oca et al.
- A novel ensemble-based conceptual-data-driven approach for improved streamflow simulations A. Sikorska-Senoner & J. Quilty
- Estimating sediment yield from a small urban catchment of a heterogeneous structure A. Krajewski et al.
- Considering rating curve uncertainty in water level predictions A. Sikorska et al.
- State-of-the-Art Development of Two-Waves Artificial Intelligence Modeling Techniques for River Streamflow Forecasting W. Tan et al.
- Regionalisation of hydrological responses under land-use change and variable data quality S. Visessri & N. McIntyre
- Improving uncertainty estimation in urban hydrological modeling by statistically describing bias D. Del Giudice et al.
- Improving the efficiency of Monte Carlo Bayesian calibration of hydrologic models via model pre-emption M. Shafii et al.
- Impacts of observational uncertainty on analysis and modelling of hydrological processes: Preface H. McMillan et al.
- Hydrological uncertainty processor based on a copula function Z. Liu et al.
- Variability of the Initial Abstraction Ratio in an Urban and an Agroforested Catchment A. Krajewski et al.
- Regional water balance modelling using flow-duration curves with observational uncertainties I. Westerberg et al.
- Accounting for variation in rainfall intensity and surface slope in wash-off model calibration and prediction within the Bayesian framework M. Muthusamy et al.
- Flood‐type classification in mountainous catchments using crisp and fuzzy decision trees A. Sikorska et al.
- Uncertainty of Deardorff’s soil moisture model based on continuous TDR measurements for sandy loam soil A. Brandyk et al.
- Uncertainty Assessment of Synthetic Design Hydrographs for Gauged and Ungauged Catchments M. Brunner et al.
- Long-Term Changes of Hydrological Variables in a Small Lowland Watershed in Central Poland A. Krajewski et al.
- Rainfall-runoff modeling: A modification of the EBA4SUB framework for ungauged and highly impervious urban catchments A. Petroselli et al.
- Open problems in uncertainty quantification for flood modelling: A systematic review J. Idowu & A. Alfahid
42 citations as recorded by crossref.
- Value of different precipitation data for flood prediction in an alpine catchment: A Bayesian approach A. Sikorska & J. Seibert
- Parameter estimation of hydrologic models using a likelihood function for censored and binary observations O. Wani et al.
- Modeling Suspended Sediment Concentration in the Stormwater Outflow from a Small Detention Pond A. Krajewski et al.
- Efficient treatment of climate data uncertainty in ensemble Kalman filter (EnKF) based on an existing historical climate ensemble dataset H. Liu et al.
- Calibrating a hydrological model in stage space to account for rating curve uncertainties: general framework and key challenges A. Sikorska & B. Renard
- Effective precipitation duration for runoff peaks based on catchment modelling A. Sikorska et al.
- Describing the catchment‐averaged precipitation as a stochastic process improves parameter and input estimation D. Del Giudice et al.
- Estimating the Uncertainty of Hydrological Predictions through Data-Driven Resampling Techniques A. Sikorska et al.
- Comparison of two stochastic techniques for reliable urban runoff prediction by modeling systematic errors D. Del Giudice et al.
- The multi temporal/multi-model approach to predictive uncertainty assessment in real-time flood forecasting S. Barbetta et al.
- A review of pollution-based real-time modelling and control for sewage systems R. da Silva Gesser et al.
- Separately accounting for uncertainties in rainfall and runoff: Calibration of event-based conceptual hydrological models in small urban catchments using Bayesian method S. Sun & J. Bertrand-Krajewski
- The value of streamflow data in improving TSS predictions – Bayesian multi-objective calibration A. Sikorska et al.
- Case Study: A Real-Time Flood Forecasting System with Predictive Uncertainty Estimation for the Godavari River, India S. Barbetta et al.
- Estimating hydrologic model uncertainty in the presence of complex residual error structures S. Samadi et al.
- Bayesian parameter inference in hydrological modelling using a Hamiltonian Monte Carlo approach with a stochastic rain model S. Ulzega & C. Albert
- Appropriate temporal resolution of precipitation data for discharge modelling in pre-alpine catchments A. Sikorska & J. Seibert
- Improving event-based methods for modelling flood risk in a variable and non-stationary climate R. Nathan
- Developing an Empirical Relations between Nash Model Parameters and Watersheds Topographical Characteristics for Predicting Direct Runoff Hydrograph K. Khidir
- Model bias and complexity – Understanding the effects of structural deficits and input errors on runoff predictions D. Del Giudice et al.
- Implications of changes in temperature and precipitation on the discharge of Brahmaputra River in the urban watershed of Guwahati, India I. Ahmed et al.
- Bayesian neural networks for stock price forecasting before and during COVID-19 pandemic R. Chandra et al.
- Systematic Review for Urban Flood Disaster in Managerial Perspective: Forecasting, Assessment and Optimization X. Tang et al.
- Probabilistic assessment of failure of infiltration structures under model and parametric uncertainty A. Dell’Oca et al.
- A novel ensemble-based conceptual-data-driven approach for improved streamflow simulations A. Sikorska-Senoner & J. Quilty
- Estimating sediment yield from a small urban catchment of a heterogeneous structure A. Krajewski et al.
- Considering rating curve uncertainty in water level predictions A. Sikorska et al.
- State-of-the-Art Development of Two-Waves Artificial Intelligence Modeling Techniques for River Streamflow Forecasting W. Tan et al.
- Regionalisation of hydrological responses under land-use change and variable data quality S. Visessri & N. McIntyre
- Improving uncertainty estimation in urban hydrological modeling by statistically describing bias D. Del Giudice et al.
- Improving the efficiency of Monte Carlo Bayesian calibration of hydrologic models via model pre-emption M. Shafii et al.
- Impacts of observational uncertainty on analysis and modelling of hydrological processes: Preface H. McMillan et al.
- Hydrological uncertainty processor based on a copula function Z. Liu et al.
- Variability of the Initial Abstraction Ratio in an Urban and an Agroforested Catchment A. Krajewski et al.
- Regional water balance modelling using flow-duration curves with observational uncertainties I. Westerberg et al.
- Accounting for variation in rainfall intensity and surface slope in wash-off model calibration and prediction within the Bayesian framework M. Muthusamy et al.
- Flood‐type classification in mountainous catchments using crisp and fuzzy decision trees A. Sikorska et al.
- Uncertainty of Deardorff’s soil moisture model based on continuous TDR measurements for sandy loam soil A. Brandyk et al.
- Uncertainty Assessment of Synthetic Design Hydrographs for Gauged and Ungauged Catchments M. Brunner et al.
- Long-Term Changes of Hydrological Variables in a Small Lowland Watershed in Central Poland A. Krajewski et al.
- Rainfall-runoff modeling: A modification of the EBA4SUB framework for ungauged and highly impervious urban catchments A. Petroselli et al.
- Open problems in uncertainty quantification for flood modelling: A systematic review J. Idowu & A. Alfahid
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