Numerical methods for modeling

The module content is divided into three sections:

1) a sequence defining concepts, introducing a tool (R), and reviewing vocabulary related to statistical estimation and its application to calibrating hydrological parameters;

2) a sequence on methods for analyzing uncertainties and sensitivity, and

3) a sequence on data assimilation applied to hydraulic modeling. The EU will also be introduced by a presentation from an engineering firm executive who will explain the usefulness of this type of approach in engineering.

The objective of this module is to provide students with some guidelines and know-how on the purpose, content, and limitations of numerical methods in modeling, using hydrological and/or agronomic models as illustrations: parameter calibration methods, uncertainty and sensitivity analysis methods, data assimilation methods.

EU hydrological/hydraulic modeling for S1 and early S2

Continuous assessment: 100%

Graded tutorial assessment

Sensitivity, uncertainties, data assimilation, parametric estimation