D.Sc. in Tech., Adjunct professor
Fisheries and Environmental Management Group ,
Department of Environmental Sciences,
University of Helsinki.
My research interest is in the interface of probabilistic modeling and biosciences. I am also
interested in the complex relationship between human society and ecosystem which is one of the grand
scientific and societal challenges globally. The specific research topics I work with include
- Bayesian modelling and decision analysis
- state-space models
- computational statistics and machine learning
- spatial and spatio-temporal statistics
- environmental management and risk assessment problems including, for example,
species distribution modeling, uncertainty assessment of
environmental simulators, and population dynamics modeling.
Currently, I work with the post doctoral researcher grant of Academy of Finland
and I lead the University of Helsinki node of Joint Research Centre of Excellence for Arctic Shipping and Operations.
Bibliographic information can be found from Google Scholar,
TUHAT research database
and list of publications.
- Maisa Nevalainen (MSc. in environmental sciences)
- Mikko Kotilainen (MSc. in systems analysis, affiliated in Aalto University)
- Marcelo Hartmann (MSc. in statistics)
master's thesis students and research assistants
- Jussi Mäkinen (MSc. in geography)
Former students and group members
- MSc. Lauri Ronkainen (aquatic sciences)
- Anja Wilken
- 2013, Adjunct professor (dosentti) in Environmental Risk Analysis, University of Helsinki,
- 2010, D.Sc. (Tech.) in computational engineering, Aalto University, School of Science and Tecnology.
- 2006, MSc (Tech.) in computational engineering, Helsinki University of techonology
- 6/2014-: Principal investigator, Department of Biological and Environmental Sciences, University of Helsinki
- 9/2013-3/2014: Visiting scientist in the Commonwealth Scientific and Research Organization, Hobart, Australia
- 9/2010-6/2014: Post-doctoral researher, Department of Biological and Environmental
Sciences, University of Helsinki
- 9/2006-9/2010: Phd. student, Helsinki University of Technology / Aalto University,
Laboratory of Computational Engineering
- 6/2004-8/2006: Research assistant, Helsinki University of Technology, Laboratory of Computational Engineering