My research is directed towards the practical implementation of normative theories for decision making under uncertainty. I take inspiration from the management of environmental systems given the current state of knowledge.
Uncertainty and Evidence Lab
This research group focus on the management of uncertainty and evidence in risk analysis, evidence synthesis, decision analysis and, never the least, predictive sciences. This include discussing and applying principles and methods for learning, forecasting and decision analysis under different strenghts in knowledge. We seek to apply the principles and methods on conceptual and actual problems and we are not limited to a specific application.
- Environmental decision making
- Process-based modelling
- Decision making under uncertainty
- Bayesian analysis and its generalisation
Selected applications that I have worked with
• Ecosystem services in agricultural landscapes • Invasive species • Chemical safety • System safety and reliability • Forestry • Conservation
March 28 - 30 we will have a workshop on Bayesian Networks for risk and impact assessment to support decision making.
Sign up for an introduction to Bayesian Networks with Wayne Landis an me on March the 28th
Contribute with a talk or discuss the use and future developments of Bayesian Networks in risk and decision making on March the 29th
Current work interacting with stakeholders
Visit my blog Environmental Evidence Synthesis
2014 - 2018 Scaling up uncertain environmental evidence - Quality assurance in ecosystem service predictions (FORMAS project)
2014 Quality in knowledge - BECC action group
2012 - 2013 Towards decision making under uncertainty as part of PLANFISH.
2012 QSAR-integrated hazard and risk assessment, workpackage leader EU-project CADASTER.
2016 and 2017 Matthias Troffaes, Durham University, UK
2015 John-Paul Gosling at University of Leeds, UK.
As a postdoc I made the following visits:
2012-2014 Postdoc in economic-ecological modelling at Lund university Centre of Environmental and Climate research in SAPES research environment and EU-project Liberation.
2012-2013 Prof Hugh Possingham and Environmental Decision Group at University of Queensland, Australia (three months)
2010-2012 Linneaus University, Sweden. in the EU-project CADASTER on the quantification of uncertainty in QSARs for chemical regulation under REACH.
I also got inspiration from here:
CSIRO, Hobart, Keith Hayes PhD, October – February 2006-07
Feb 2013 Terry Walsh at Australian Centre of Excellence for Risk Analysis (ACERA) at University of Melbourne, Australia.
- The Annual meeting of the Swedish Professional Beekepers, Nyköping 2017
- Bayes@Lund2017 - yes we will have it again
- SRA, San Diego, USA, December 2016 - uncertainty according to EFSA & what is robustness to uncertainty
- ESREL Glasgow, UK, 25-29 September 2016 - paper on small data and conflicting information
- SRA Nordic, Göteborg, Sweden, 14-15 November 2016 - the new SRA glossary
- First International Conference of the Collaboration for Environmental Evidence, Stockholm, Sweden, 25-27th August, 2016
- SRA Europe Bath, UK, 20-22nd June, 2016 - presentation on small data and statistics
- Bayes@Lund2016 Feb 5th, Lund, Sweden. - what do we mean by evidence really?
- SRA Nordic chapter conference Lund 16 - 17 November
- ESREL 2015 7-10 September 2015
- WPMSIIP 8th Workshop on Principles and Methods of Statistical Inference with Interval Probability, Munich Sept 5th 2015.
- SETAC Europe 25th Annual Meeting in Barcelona, Spain, 3 - 7 May 2015, Julia held an excellent presenation of what we call Information Quality Impact Analysis
- The European Climate Change Adaptation Conference (ECCA) 2015 12-14 May. Poster “Who decides the treatment of knowledge-based uncertainty – decision makers, assessors or the epistemic situation?”
- SRA Europe Maastricht 15-17 June 2015 - The Nordic Chapter under SRA Europe is now up an running.
I have a Master of Science in Mathematics with a major in Mathematical Statistics, Lund University 2003. My Master thesis "Analysis of forest field data with a spatial approach" was awarded Sparbanksstiftelsen Skåne Nova scholarship on 25 000 SEK 2004. I also have a Master of Science in Forestry with a major in Forest management, Swedish Agricultural and Forest University, 2000. My master thesis "Modelling spatial variability in low temperature at a landscape level" was awarded Arvid Lindman scholarship on 25 000 SEK in 2001.
2010 I defended my PhD thesis From data to decision - learning by probabilistic risk analysis of biological invasions. Prof Hugh Possingham was my opponent.
I will during 2017 have my docenture lecture at Lund university.
Visiting PhD students
Indrani Govendor, Durban University of Technology, Durban, South Africa
Current PhD students
Jan Blanke, soon two more
Former PhD students
Sarfraz Iqbal 2013 Environmental modelling and uncertainty (main supervisor during Feb 2012- Feb 2013)
For master students
I supervise projects for master students from e.g. Environmental, Computer or Information Sciences, Mathematical Statistics or Risk Management.
I am teaching risk analysis, decision theory, environmental risk analysis, mathematical statistics, experimental design and variance analysis, introductory course in R, and biological conservation.
Graduate course in Risk, Uncertainty and Decision making, ClimBeco/LUCID, October-November 2016. (Responsible together with Åsa Knaggård and Daniel Slunge)
Environmental risk assessment on the course Foundations for Risk Assessment and Management. LTH, Lund October 2016. (Lecture)
Seventh school of the Society for Imprecise Probability: Theories and Applications (SIPTA), Aug 29 - Sep 2, 2016, Durham, UK.
Bayesian Analysis and Decision Theory NAMV001 - summer school held August-September 2015. (Responsible)
Environmental risk analysis at Lund University MVEC12 (Lectures)
Applied Ecotoxicology LU (Lectures)
(fetched from Lund University's publications database)
- Assessment of uncertainty in chemical models by Bayesian probabilities: Why, when, how?
- Evaluating the impact of climate change on the risk assessment of Nuclear Power Plants
- Invasive plant species in the Swedish flora: developing criteria and definitions, and assessing the invasiveness of individual taxa
- What type of uncertainty is robustness referring to in Information Gap Decision Theory?
- Arguments for considering uncertainty in QSAR predictions in hazard and risk assessments.
- The quality of the outdoor environment influences children's health. -A cross-sectional study of preschools.
- Uncertainty in QSAR predictions.
- Understanding quantitative structure-property relationships uncertainty in environmental fate modeling
+46 46 222 68 31
+46 73 827 44 32
Member of advanced study group: Values, decision making and risk – current perspectives and future research
Member of advanced study group: Quantifying and Communicating Uncertainty: Challenges and Opportunities