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Our engineering & master degrees
Ecole nationale supérieure de l'Énergie, l'Eau et l'Environnement
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Engineering school in energy, water and environment
Our engineering & master degrees
Our engineering & master degrees

> Study at Ense3 > Double degrees > E3-STU-COURSES

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.



Prerequisites

Engineering 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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Université Grenoble Alpes