Material flow analysis and resource management
ENV-501
Media
COURSE ORGANISATION
Welcome to the Material Flow Analysis and Resource Management Moodle page
This is the main repository of information and content for the course
SCHEDULE
Lectures: 8:15 - 10:00
Exercises: 13:15 - 14:00
Project sessions: 14:15 - 15:00
Course room: GR A3 30
Computer lab: CM 1 111
FORUM
Please use the Forum if you have any questions.
READ MORE ABOUT MFA
Please find below some interesting MFA literature and inspiring material we highly recommend you to have a look at.
- Moreau and Massard (2017) Material and Energy Flow Analysis (File)
- Binder C. (2012) Material Flow Analysis (File)
- Baccini P. and Brunner P. (2012). Metabolism of the Anthroposphere: Analysis, Evaluation, Design (File)
- Brunner B. and Rechberger H. (2016) Handbook of Material Flow Analysis (URL)
- Eurostat (2018) Handbook Economy-wide material flow accounts (URL)
- Lifset and Graedel (2018) Industrial Ecology: Goals and Definitions (File)
- Video: International Resource Panel (URL)
- Umberto User Manual (File)
- STAN User Manual (Page)
COURSE INFOS
GROUP PROJECT
- Guideline: How to write research papers (File)
- Final group projects selection: Schedule 18 Dec 2025 (URL)
- Group project guidelines presentation 2025 (File)
- Group project guidelines overview_2025 (File)
- Weekly project tasks 2025 (Folder)
- Generic datasets (Folder)
W1: Introduction to the course and general concepts
Lecturer: Dr. Francisco Martin del Campo
CONTENT
Historical overview of resource use in time and space
Key issues in resource management
Industrial ecology as key research area of resource management
Overview of approaches for resource management
EXERCISE
Overview of exercises, interpretation questions on Industrial Ecology, and introduction to Python
PROJECT SESSION
Project presentation, guidelines, objectives
Group registration
- Lecture slides W1: Introduction to the course and general concepts_2025 (File)
- Exercise session 1 (Folder)
W2. Economy-wide Material Flow Analysis (EW-MFA) and application in the Swiss context
Lecturer: Prof. Claudia Binder
Lecturer: Dr. Francisco Martin del Campo
Guest lecturer: Florian Kohler, Swiss Federal Office (FSO) - Economy-wide Material flow accounts and their extension to circular flows in Switzerland
Florian Kohler is head of the natural resources and territory group at the Federal statistical office FSO. This group produces statistics in the field of material flow accounts, economic accounts for the primary sector, analyses of agriculture and food, and territorial analyses. For more than 15 years he is responsible for the production and development of economy-wide material flow accounts for Switzerland, and in this context has also represented Switzerland in various groups and task forces of Eurostat, the European Statistical Office. Before working at the FSO, Florian Kohler obtained his PhD in ecology on a joint project between the University of Neuchâtel and the former ECOS lab of EPFL, and did a post-doc in the Netherlands at the University of Wageningen in the field of conservation biology.
CONTENT
EW-MFA: Definitions
Main material categories in EW-MFA
EW-MFA indicators
Data sources
How to perform an EW-MFA
The Swiss context: Environmental accounts at FSO
EW-MFA country comparisons
PROJECT SESSION
Project definition, goals and measures: Relevant policies interactive session
Short project proposal
- Lecture slides W2. Economy-wide Material Flow Analysis (EW-MFA) and application in the Swiss context_2025 (File)
- Lecture slides: EW-MFA in the Swiss Context - Florian Kohler_2025 (File)
- Exercise week 2 (Folder)
- Audio recording Week 2: EW-MFA and Florian Kohler Swiss context_2025 (File)
W3: Examples of EW-MFA and scaling the EW-MFA to Cantons
Lecturer: Dr. Francisco Martin del Campo
CONTENT
Cross-country comparisons through EW-MFA
EW-MFA
and adaptability to other boundaries
Example
of Swiss Cantons
Validation
of methodology and insights
MFA using Python
PROJECT SESSION
System and its bounderies: geographical, temporal, material
Identification of key MFA components
- Lecture slides W3: Examples of EW-MFA and scaling the EW-MFA to Cantons_2025 (File)
- Exercise session 3 (Folder)
- Audio recording Week 3: Examples of EW-MFA and scaling the EW-MFA to Cantons_2025 (File)
W4: Urban metabolism and Circular economy
Lecturer: Prof. Claudia Binder
Lecturer: Dr. Francisco Martin del Campo
CONTENT
Urban metabolism examples
Circular economy and MFA
Circular economy policies and insights
EXERCISE
Social metabolic indicators and risks
PROJECT SESSION
Strategies for data collection, data sources, data gaps, data assumptions
- Lecture slides W4: Urban metabolism and Circular economy 2025 (File)
- Exercise slides Week 4: Sociometabolic risks_2025 (File)
- Audio recording Week 4: Urban metabolism and Circular economy_2025 (File)
W5: The MFA method and the Stock-Flows-Service Nexus
Lecturer: Prof. Claudia Binder
Lecturer: Dr. Francisco Martin del Campo
CONTENT
EXERCISE
a.
Handwritten MFA on the board (MFA system boundaries, what are the stocks and
flows?)
b.
STAN/Umberto
PROJECT SESSION
Stock-flow-service nexus approach & application to project
- Lecture slides W5: The MFA method and the Stock-Flows-Service Nexus_2025 (File)
- Exercise session 5 (Folder)
W6: Dynamic MFA
Lecturer: Prof. Claudia Binder
Guest lecturer: Prof. Dr. Stefan Pauliuk, University of Freiburg, Germany
Prof. Dr. Stefan Pauliuk is a globally recognized sustainability scholar working on future
material demand, circular economy potentials, and transformation pathways for
society‘s metabolism. His work focussed on the built environment: buildings,
transport, infrastructure, industry, and energy supply, from cities to the
global level, and for major materials (steel, cement, wood, copper, plastics)
and technology metals. Furthermore, he develops indicators, methods, models,
and data infrastructure for industrial ecology and socio-metabolic research. He
is professor for sustainable material and energy flow management at the Faculty
for Environment and Natural Resources, University of Freiburg, Germany, where
he leads the research group “Industrial Ecology Freiburg”.
CONTENT
Principles and examples of Dynamic MFA
Practical approach to Dynamic MFA
Types of Dynamic models
Final reflection
EXERCISE
Dynamic MFA
PROJECT SESSION
Dynamics of the system: past & future trends / building your project's MFA diagram
For those who are interested in developing the project along the lines of dynamic MFA, here is some material (that I will also put on the moodle in the Dynamic MFA week):
- GitHub - stefanpauliuk/dynamic_stock_model: Python class for dynamic stock modelling : python class for dynamic stock modelling. You can install it using the pip install dynamic_stock_modelling command (in a terminal or run it once in your notebook). This has been developed by Stefan Pauliuk a few years ago and is no longer maintained but works well for our project. For more involved MFA projects, scientists tend to use ODYM (Open Dynamic Material Systems Model - ODYM Documentation), but the learning curve is more difficult.
- You can find usage examples at https://www.industrialecology.uni-freiburg.de/teaching under the section “Dynamic Material Flow Analysis”.
- Lecture slides W6: Dynamic MFA with guest lecturer Stefan Pauliuk_Oct 2025 (File)
- Exercise week 6 (Folder)
W7: Applications of MFA - Case study
Lecturer: Prof. Claudia Binder
Guest lecturer: Dr. Guillaume Massard, CEO of the Foundation for Industrial Sites (FTI) in Geneva
Dr. Massard is a Swiss
environmental engineer and holds a PhD in industrial ecology from the
University of Lausanne. He co-founded the consulting firm Sofies SA (now DSS+)
in 2008, where he served as Scientific Director for eight years, leading
participatory projects and developing innovative resource efficiency solutions.
He later headed the Building, Energy & Territory unit at BG Consulting
Engineers (now WSP). From 2011 to 2020, he lectured at EPFL and was a member of
the Swiss Technology Fund’s Guarantee Committee. Since 2020, he has been CEO of
the Geneva Industrial Land Foundation (www.ftige.ch), managing industrial and artisanal zones in
the canton of Geneva.
CONTENT
Overview of industrial zone in Geneva
Missions and services
EcoParc and zero carbon industrial zones
EXERCISE
Discussion
on application of dynamic MFA
PROJECT SESSION
Spatial perspective & data availability
- Lecture slides W7: Applications of MFA with guest lecturer Guillaume Massard_Oct 2025 (File)
- Exercise session week 7 (Folder)
W8: Input-Output Analysis (IOA) and Material flow Cost Accounting (MFCA)
Lecturer: Prof. Claudia Binder
Guest lecturer: Dr. Vincent Moreau, EPFL
Dr. Vincent Moreau is a senior researcher in environmental and data
sciences. For the past 12 years, he has been leading research work in energy
efficiency and environmental assessment of economic activities. A mathematician
and ecological economist by training, Vincent has expertise in input output
analysis (IOA) and life cycle assessment (LCA) as well as the evaluation of
policy measures at multiple scales. He regularly lectures in material flow
analysis (MFA) at EPFL and MINES ParisTech PSL University.
CONTENT
Understand the use and contenf of Input-Output Tables (IOT)
Compare process MFA and Input.Output Analysis (IOA)
Learn how to apply IOA
Understand Material Flow Cost Accounting (MFCA)
EXERCISE
a.
Exercise with IOA
b. IOA and MRIO - Notebook 4 and 5
PROJECT SESSION
Open session with reflections & discussion
- Lecture slides: ENV-501 - Week 8 - MRIO MFCA Vincent Moreau 6 Nov 2025 (File)
- Exercise session week 8 (Folder)
W9: Spatial MFA
Lecturer: Prof. Claudia Binder
Lecturer: Dr. Francisco Martin del Campo
CONTENT
Different spatial approaches
Temporal analysis
Spatial stock analysis
EXERCISE
Software
Quantum GIS linked to case study
PROJECT SESSION
Open session, reflection on the scope of the system
- Lecture slides W9: Spatial MFA_2025 (File)
- Exercise slides W9: Spatial allocation of materials_2025 (File)
- Data Exercise Week 9: Spatial MFA_2025 (Folder)
- Audio recording Week 9: Spatial MFA_2025 (File)
W10: Combined approaches: MFA + LCA; MFA + sociodemographics
Lecturer: Dr. Francisco Martin del Campo
Guest lecturer: PhD candidate, Ankita Singhvi
CONTENT
MFA + LCA combination
MFA + socio-demographics
EXERCISE
Uncertainty quantification
PROJECT SESSION
Scenario development & uncertainty (continuation)
- Exercises (Folder)
- Slides lecture W10: Combined approaches: MFA + LCA (part 1)_2025 (File)
- Slides lecture W10: Combined approaches: MFA + sociodemographics (part 2)_2025 (File)
W11: Combined approaches: MFA + surveys; Quasi-dynamic MFA
Lecturer: Prof. Claudia Binder
Lecturer: Dr. Francisco Martin del Campo
Guest lecturer: PhD candidate, Giulia Frigo
CONTENT
Quasi-dynamic MFA and application to Critical Raw Materials
MFA + integration of survey data
EXERCISE
a. Overview of different data
visualizations
PROJECT SESSION
Group consultations, reflections on difficulties. How to present results / tables / figures
- Exercises (Folder)
- Slides lecture W11: Combined approaches: Quasi-dynamic MFA (part 1)_2025 (File)
- Slides lecture W11: Combined approaches: MFA + surveys + GIS + statistics_(part 2)_2025 (File)
W12: Social metabolism
Lecturer: Prof. Claudia Binder
Guest lecturer: Dr. Martyn Wakemann, lecturer and researcher at
EPFL (Mechanical Engineering and Materials Science)
CONTENT
Understand MFA as a tool for bridging disciplines
The Human Environment System Framework
From Material Flow Analysis to Material Flow Management
Know how MFA can be combined with social science approaches
Understand how MFA has been applied in industrial processes
Case study: Industrial decarbonization
of hard-to-abate materials
EXERCISE
Past exam
PROJECT SESSION
Policy measures & recommendations
- Slides lecture W12: Social metabolism: MFA in Social Sciences (part 1)_2025 (File)
- Exercise (Folder)
- Slides lecture W12: Social metabolism. Martyn Wakeman, Case study of advanced materials (part 2)_2025 (File)
W13: Agent-based model (ABM)
Lecturer: Prof. Claudia Binder
Guest lecturer: Dr. Maria Hecher; PhD candidate Hanbit Lee (HERUS Lab)
CONTENT
Understand the key characteristics of Agent-Based Models (ABM) and their application fields
EXERCISE
Past exam solution
PROJECT SESSION
Preparation for Group Presentations
Policy measures & recommendations
W14: Group project presentations 18 Dec 2025
Final presentations
- 10-15 minute (MAX) presentation plus 5-10 minutes of discussion (with discussants!).
- Present your results as if you were a consultant reporting to stakeholders.
- Assume they understands basic MFA but have not read your report and are primarily (only) interested in the environmental/economic/social/policy implications.
- They are busy and want to hear your main conclusions and suggestions, and also potential for future collaboration.
- You may use slides but other support is acceptable.
Group project presentation 18 Dec 2025 Asking questions 1st Asking questions 2nd Mobility: Metro line M3 1:00 - 1:30 pm White goods: Refrigerators Heating: tech substitution scenarios White goods: Refrigerators 1:30 - 2:00 pm Electronics: precious metals in computers Mobility: Metro line M3 Electronics: precious metals in computers 2:00 - 2:30 pm Heating: tech substitution scenarios White goods: Refrigerators Heating: tech substitution scenarios 2:30 - 3:00 pm Mobility: Metro line M3 Electronics: precious metals in computers