Courses
Module: Analysis and Modelling of Human-Environment Systems (in English)
Every winter semester
supported by Dr. Gunnar Dressler, Helmholtz-Centre for Environmental Research - UFZ
Part of the Study Programme. M.Sc. / Environmental and Resource Management (research-oriented profile)
Content:
In order to solve the multitude of urgent environmental problems, it is indispensable to consider that there are numerous complex interactions and feedbacks between human activities and the biophysical system. This holds at different spatial scales, from local to global.
The module is an introduction to modelling human-environment systems and has two main focus areas. Firstly, the basics of complex adaptive systems and characteristics of human-environment systems will be taught from a theoretical perspective as well as by means of applied case studies. State-of-the-art interdisciplinary research papers will be discussed jointly. Emphasis is placed on the adequate representation of human behaviour in models and the use of models at the interface of science and practice.
Secondly, basic skills of agent-based modelling are learned and applied using the Netlogo programming environment. This includes model conceptualisation and implementation of the computer model. To learn and apply various techniques of model analysis, an introduction to statistical data analysis using R is given.
Learning Outcome:
Upon completion of the module, the students are able:
- To recognize key features of coupled human-environment systems and to apply the knowledge in specific interdisciplinary case studies
- To understand key principles of complex adaptive systems
- To conceptualise, implement and analyse agent-based models investigating human-environment interactions
Credits: 6
Recommended Prerequisites:
Basic knowledge of mathematics and statistics; basic knowledge of statistical software R
Forms of Teaching and Proportion:
Lecture - 2 hours per week per semester
Seminar - 2 hours per week per semester
Self organised studies - 120 hours
Useful Links:
- Video from SESYNC: "Building the Basics Part 1: Socio-Environmental Systems as Complex Adaptive Systems"
- Ebook: Introduction to Agent-based Modelling by Marco Janssen
Book: Agent-based and Individual-based Modeling: A Practical Introduction by Steven F. Railsback and Volker Grimm