Universitat Politècnica de Catalunya · BarcelonaTech

Environmental Modelling (250461) – Course 2024/25 PDF

Contents

Introduction. Approaches. Environmental modelling Basics of probability and statistics

Dedication

3h Large group + 3h Medium group + 8h 23m Self Study
Total: 14h 23m

Typologies, structure and formulations. Phases of modeling and model development Practical application Modeling of environmental complexity. Analysis of an environmental modelling example Environmental models

Dedication

6h Large group + 2h Medium group + 4h Laboratory classes + 16h 47m Self Study
Total: 28h 47m

Descriptive statistics. Confidence interval. Hypothesis test. Transformations, Prediction intervals, Correlation. Practical application

Dedication

4h Medium group + 2h Laboratory classes + 8h 23m Self Study
Total: 14h 23m

Calibration of environmental models Regression models. Analysis of variance. Practical application

Dedication

3h Large group + 2h Medium group + 7h Self Study
Total: 12h

Match and association analysis. Quality measures Verification and validation. Practical application Simulation. Sensibility and uncertainty Practical application

Dedication

10h Large group + 14h Self Study
Total: 24h