Use of sensitivity and uncertainty measures in distributed hydrological modeling with an application to the MIKE SHE model
Explore this paper's citation graph
Summary
A methodology to qualify and quantify uncertainty and sensitivity measures, mathematically related to a representative metamodel and correlation coefficients, using the Latin hypercube approach, is evaluated in the context of the spatially distributed hydrological model MIKE SHE.
- Type
- article
- Published
- 2002-09-01
- Cited by
- 75
- References
- 38
- Access
- Open access
- OpenAlex
- https://openalex.org/W1908583432
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:129567486
Keywords
Latin hypercube sampling, Sensitivity (control systems), Metamodeling, Context (archaeology), Computer science
References
- Calibration, Validation and Sensitivity Analysis of the MIKE-SHE Model Using the Neuenkirchen Catchment as Case Study
- A Practical Guide to Groundwater and Solute Transport Modeling
- Hydraulic properties of porous media
- Latin hypercube sampling (program user's guide). [LHC, in FORTRAN]
- A COMPARISON OF UNCERTAINTY AND SENSITIVITY ANALYSIS TECHNIQUES FOR COMPUTER MODELS
- Gevoeligheidsanalyse en onzekerheidsanalyse: een inventarisatie van ideeen, methoden en technieken
- Prediction of soil water properties for hydrologic modeling
- Uncertainty analyses of infiltration and subsurface flow and transport for SDMP sites
- UNCSAM 1.1: A Software Package for Sensitivity and Uncertainty Analysis. Manual
- Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis
- An introduction to the European Hydrological System — Systeme Hydrologique Europeen, “SHE”, 1: History and philosophy of a physically-based, distributed modelling system
- Deterministic hydrological site and catchment models for the analysis of agroecosystems
- Bayesian Estimation of Uncertainty in Runoff Prediction and the Value of Data: An Application of the GLUE Approach
- Developing joint probability distributions of soil water retention characteristics
- A distribution-free approach to inducing rank correlation among input variables
- Eutrophication in peel inlet—II. Identification of critical uncertainties via generalized sensitivity analysis
- Changing ideas in hydrology — The case of physically-based models
- Modelling mean nitrate leaching from spatially variable fields using effective hydraulic parameters
- VALIDATION OF CATCHMENT MODELS FOR PREDICTING LAND-USE AND CLIMATE CHANGE IMPACTS. : 2. CASE STUDY FOR A MEDITERRANEAN CATCHMENT
- Improved first-order uncertainty method for water-quality modeling
Cited by
- Uncertainty in hydrological modelling: a case study in the tern catchment, Shropshire, UK
- Flood risk analysis of the White Oak Creek watershed in Oak Ridge, Tennessee using MIKE SHE and MIKE 11 software
- A distributed modeling approach for evaluating hydrological effects of rain gardens in urban watersheds
- Analysis of sensitivity of simulated recharge to selected parameters for seven watersheds modeled using the precipitation-runoff modeling system
- Analyse de sensibilité et estimation de paramètres pour la modélisation hydrologique : potentiel et limitations des méthodes variationnelles
- Using an ensemble smoother to evaluate parameter uncertainty of an integrated hydrological model of Yanqi basin
- Simulating Everglades National Park hydrology and phosphorus transport under existing and future scenarios using numerical modeling
- Prédétermination des débits maximaux de crue par simulation Monte-Carlo de la pluie nette
- Hydrosystems Engineering Uncertainty Analysis
- Temporal dynamics of model parameter sensitivity for computationally expensive models with the Fourier amplitude sensitivity test
- Modeling Onsite Wastewater Systems at the Watershed Scale: A User's Guide
- A simplified approach to quantifying predictive and parametric uncertainty in artificial neural network hydrologic models
- Sensitivity analysis, calibration, and testing of a distributed hydrological model using error‐based weighting and one objective function
- Efecto de la discretización espacial sobre las simulaciones de caudal con el modelo distribuido CEQUEAU
- Estimating soil moisture at the watershed scale with satellite-based radar and land surface models
- Integration of a detailed biogeochemical model into SWAT for improved nitrogen predictions—Model development, sensitivity, and GLUE analysis
- Sensitivity analyses of a distributed catchment model to verify the model structure
- Characterizing parameter sensitivity and uncertainty for a snow model across hydroclimatic regimes
- Evaluating and modelling the hydrological and erosive behaviour of an olive orchard microcatchment under no‐tillage with bare soil in Spain
- Sensitivity analysis and parameter estimation for the distributed modeling of infiltration excess overland flow
Related papers
- Efficient sampling algorithm for large-scale optimization under uncertainty problems
- Efficient Sampling Algorithm for Optimization Under Uncertainty
- Sensitivity analysis of the of the square cup stamping process using a polynomial chaos expansion
- Minimum bias metamodels in engineering system design
- An Arbitrary Polynomial Chaos-Based Approach to Analyzing the Impacts of Design Parameters on Evacuation Time under Uncertainty
- Derivative-Based Global Sensitivity Measures and Their Link with Sobol' Sensitivity Indices
- Uncertainty analysis of WASP based on global sensitivity analysis method