The following case studies provide introductions to the use of many of the methods listed on this wiki.

Forward uncertainty analysis

• Applications using forward uncertainty analysis equations:

  • [Risk Assessment of flood and coastal defence for Strategic Planning (RASP) case study]?

• Monte Carlo propagation

• Reliability methods

• Fuzzy and imprecise methods

  • Uncertainty in rating curve estimation (case study)

Model calibration and conditioning uncertainty on available data

• Applications using Nonlinear regression:

  • Fitting Flood Frequency Distributions (case study)

• Applications using Bayesian methods:

  • Estimating design discharges (case study)

• Applications using Generalized Likelihood Uncertainty Estimation (GLUE):

  • Flood forecasting cascade from ensemble rainfall forecasts to inundation maps (case study)

  • Vulnerability weighted flood inundation risk estimation (case study)

  • Flood frequency estimation under climate change (case study)

  • calibrating flood inundation models using different data types (case study)

Qualitative methods

• Applications using NUSAP:

  • Analysis of energy sector integrated assessment model (case study)

Real-time data assimilation

• Applications using Kalman Filter:

  • Data assimilation for real-time runoff forecasting (case study)

• Applications using Ensemble Kalman Filter:

• Applications using Extended Kalman Filter:

• Applications using Sequential Monte Carlo methods:

Sensitivity analysis

• Applications using sensitivity analysis:

  • Sensitivity Analyses of Satellite Rainfall Estimation Error (case study)

Suggested case studies

The following case studies would be useful additions. Case studies not listed here would also be welcome; use and existing example as a template.

• Flood runoff generation

• Flood inundation 1D, 1.5D and 2D

• Cascading uncertainty and Ensemble routing

• Infrastructure failure

• Uncertainty in radar rainfall estimates

• Storm rainfall ensembles

Partially complete

• Real Time Flood Forecasting case study