Earth-System Modeling Primer

Numerical models are widely used across all fields in Earth Sciences. This course introduces the basic concept of finite difference techniques for solving differential equations. The focus is on models that are applied, for example, in geochemistry, paleoceanography, or climatology. Computer labs using Python form the core of the course.

- understanding key conepts and assumptions underlying numerical models
- basic understanding of discretization in space and time using finite differences

mündliche Prüfung

will be provided during the lecture

Supportive digital teaching material available

1st SWS: Overview of model types and their application in Earth sciences
2nd SWS: Dynamical systems, ordinary differential equations
3rd SWS: Finite difference method, Euler method, from sci. question to model, exercise: radioactive decay
4th SWS: Reservoir models
5th SWS: Feedbacks
6th SWS: Excercise Box Model (Medeiterranen)
7th SWS: Geochemical box models I: biological pump and C-cycling
8th SWS: Geochemical box models II: biological pump and C-cycling (3-box model)
9th SWS: Extension to one spatial dimension (slope stability)
10th SWS: Modeling transport processes (advection)
11th SWS: Advection-Diffusion Model I
12th SWS: Advection-Diffusion Model II
13th SWS: Beyond Euler Method
14th SWS: Q&A

Programmierung mit Python