Teacher education programme (pedagogical qualification, 60cp), 2020, JAMK University of Applied Sciences, Jyväskylä, Finland
31 credit points in meteorology and certification as an aviation meteorologist (2012, University of Helsinki and Finnish Meteorological Institute, Rovaniemi unit)
Post doc in the PECC-group (Plant Ecophysiology and Climate Change) at Department of Biosciences (2007-2011, University of Helsinki).
Ph.D. thesis “Snow pack structure characteristics in Finland – measurements and modeling” (2005, University of Helsinki).
Ph.D. studies at Division of Geophysics / Department of Physical Sciences (1999-2005, University of Helsinki).
M.Sc. studies in geophysics; physics, mathematics, meteorology and environmental sciences as minor subjects (1994-1999, University of Helsinki).