We are engaged in the collection, description and statistical modelling of environmental data with spatial and temporal support. The focus is on the development of indicators and process-based statistical models for the characterisation of past (reconstruction), present (monitoring) and future (prediction, projection) environmental systems under climate and global change. With our proven expertise in extreme hydrological events, we are a nationally and internationally recognised player in the assessment and prediction of low flow and drought events and their impacts on the economy and society.
Contact: Gregor Laaha
Our focus areas
Low flow and drought (hydrological drought, groundwater drought, water quality)
Statistical hydrology
Hydrometerological extremes and risk (pluvial floods, heavy rainfall and erosion)
Spatial modelling of environmental phenomena (regionalised low-flow mapping, modelling of citizen science data on ecology, wildfire risk)
Detection and assessment of trends and changes (low flow, water temperature)
Our methods
Geostatistics and regional modelling
Space-time modelling
Trend and breakpoint analysis
Seasonality analysis and seasonal shifts
Statistics of extremes and time series analysis
Process-based machine learning and data mining
Our team
Assoc. Prof. Priv.-Doz. Dipl.-Ing. Dr.techn. Gregor Laaha (Head of research area)
Mag. Johannes Laimighofer MSc. (research associate since 2019)
MSc. Nur Banu Özcelik (research associate since 2022)
Former staff
Dipl.-Ing. Daniel Koffler (2011 - 2013)
Dipl.-Ing. Judith Zehetgruber (2013 - 2014)
Dipl.-Ing. Lydia Matiasch (2007-2011)
Dipl.-Ing. Tobias Gauster (2015-2018)
Dipl.-Ing. Dr. Moritz Feigl (Student Assistant)
Dipl.-Ing. Maximilian Pamperl (Student Assistant)
Research and publications
Doctoral thesis:
Dipl.-Ing. BSc Matthias Schlögl (2019) Weather events and risk assessment in road traffic
Mag.rer.nat Sandra Karanitsch-Ackerl (2021) Tree rings as an indicator of drought
Mag. Johannes Laimighofer MSc. (ongoing) Spatio-temporal modelling of low water
MSc. Nur Banu Özcelik (ongoing) Stochastic modelling of precipitation and erosivity
MSc. Eva Kaminsky (ongoing) The impact of rising water temperatures on urban groundwater quality
Dipl.-Ing. Zahra Ghelichipour (2010, Inst. of Landscape Development, Prof. A. Muhar) Risk management for national park visitors
Dipl.-Ing. Bakk.techn. Benedikt Becsi (2022, Inst. of Meteorology, Prof. Kromp-Kolb) Transdisciplinary Assessment of Climate Change
Dipl.-Ing. Andreas Brandl (2023, Inst. of Hydraulic Engineering, Prof. Mader) Key Stimuli for Fish Ladders
Diploma thesis / Master thesis:
Bsc Cornelia Christine Kramsall (2018) Drought impacts in Austria
Bsc Theresa Walter (2016 Co-supervision) Modelling fox observations using Citizen Science data
BSc Theresa Maurer (2016 Co-supervision) Effects of groundwater fluctuations on rock deformation
BSc Clemens Nocker (2019) Spatial modelling of pluvial floods
BSc Matthias Schlögl (2015) Extreme weather hazards of the Austrian road network
Dipl.-Ing., BSc Antonia Schneider (2023) Cold extremes in North American climate models
Dipl.-Ing., BSc Teresa Hamedinger (ongoing) Hydrological characterisation of groundwater droughts in Upper Austria
Lectures
Statistics for UBRM and UIW (Bakk. compulsory subject)
Environmental Statistics (Master elective in Eng.)
Statistics of Extreme Events and Geostatistics (Master elective in Eng.)
Interdisciplinary Seminar on Environmental Information Management (Master elective)
Citizen Science in Ecology (Unit "Environmental Statistics", Master elective)
Selected chapters from UIW (Unit "Statistics", Bakk. compulsory subject)
Master Seminar
Other courses offered by the Institute of Statistics