Advanced statistical hydrology - 5EMHAAM0
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Number of hours
- Lectures : 11.0
- Tutorials : 11.0
- Laboratory works : 4.0
ECTS : 1.5
Goals
Become an expert user of advanced method for forecasting and prediction in hydrology.
Spillway design for large dams, nuclear plant platforms, etc...
Climatic change account in the design of long lasting hydraulic works.
Refined forecasting methods for optimisation of energy production and flood protection.
Contact Anne Catherine FAVRE PUGIN
Content Physico-dynamico statistical models for prediction and forecasting.
Multivariable techniques: multiple correlation (orthogonal, ridge,...). Principal component analysis in space and time domain. Data reduction, network design, series reconstruction, Empirical Orthogonal Functions.
Rare flood estimation (103 to 104 return periods).Gradex method and extensions. Bayesian approach for model and sampling uncertainties in extreme event prediction.
Times series analysis in geophysics (trends, cycles, broken line process, fractals). Filtering of seasonal, diurnal components.
PrerequisitesEngineering hydrology, hydro-meteorology
Tests 2 hours written examination
Additional Information Curriculum->HOE->Semester 5
Bibliography Duband D., Garçon R., Hydrologie approfondie. Polycopié de cours ENSHMG.
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