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Dr. Mario Gellrich

Dr. Mario Gellrich

Dr. Mario Gellrich

ZHAW School of Management and Law
Institute of Business Information Technology
Theaterstrasse 17
8400 Winterthur

+41 (0) 58 934 78 90
mario.gellrich@zhaw.ch

Work at ZHAW

Position

Lecturer in Business Informatics & Data Science

Focus

  • Data Analytics and Applied Statistics with Python and R
  • Spatial Data Analysis & Geographical Information Systems (GIS)
  • Machine Learning / Natural Language Processing

Teaching

  • Scientific Programming (BSc)
  • Data Analytics (BSc)
  • Use of Geodata in Marketing (BSc)
  • Data Science (MSc)
  • Applied Research Methods (MSc, Real Estate & Facility Management)

Experience

  • Lecturer
    Institute for Business Informatics (ZHAW, SML)
    2019 - today
  • Senior Data Scientist, Business Analyst, Projektleader
    pom+Consulting AG
    2018 - 2019
  • Senior Data Scientist, Business Analyst, Project Leader
    Swisscom (Schweiz) AG
    2012 - 2018
  • Senior Consultant, Data Analyst
    Wüest & Partner AG
    2008 - 2012
  • Research assistant
    ETH Zürich
    2005 - 2008
  • Research assistant
    Eidg. Forschungsanstalt WSL
    2002 - 2005
  • Research assistant
    Technische Universität Dresden
    2001 - 2002

Education and Continuing education

Education

  • WB-Diploma / Applied Statistics
    Eidgenössische Technische Hochschule (ETH) Zürich
    2007 - 2009
  • Dissertation, Dr. rer. nat.
    Eidg. Forschungsanstalt WSL / Albert-Ludwigs-Universität Freiburg im Breisgau
    2002 - 2007
  • Certificate / Geographical Information Systems (GIS) in Economy and Administration
    Bildungswerk Ost-West
    2001 - 2002
  • Diploma / Faculty of Forest-, Geo- and Hydrosciences
    Technische Universität Dresden
    1995 - 2001

Publications

Articles in scientific journal, peer-reviewed
Conference contributions, peer-reviewed

Publications before appointment at the ZHAW

  • Menghini, G., Hersperger, A., Gellrich, M., & Seidl, I. (2015). Transferable Development Rights in Switzerland: Concept and Results of an Agent-Based Market Simulation DISP: Planning Review, 51(2), 49-61. doi.org/10.1080/02513625.2015.1064647
  • Gellrich, M., Baur, P., Robinson, B. H., & Bebi, P. (2008). Combining classification tree analyses with interviews to study why sub-alpine grasslands sometimes revert to forest: A case study from the Swiss Alps. Agricultural Systems, 96, 124-138. doi.org/10.1016/j.agsy.2007.07.002
  • Rickebusch, S., Gellrich, M., Lischke, H., Guisan, A., & Zimmermann, N. E. (2007). Combining probabilistic land-use change and tree population dynamics modelling to simulate responses in mountain forests. Ecological Modelling, 209, 157-168. doi.org/10.1016/j.ecolmodel.2007.06.027
  • Gellrich, M., Baur, P., Koch, B., & Zimmermann, N. E. (2007). Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis. Agriculture, Ecosystems and Environment, 118, 93-108. doi.org/10.1016/j.agee.2006.05.001
  • Gellrich, M., & Zimmermann, N. E. (2007). Investigating the regional-scale pattern of agricultural land abandonment in the Swiss mountains: A spatial statistical modelling approach. Landscape and Urban Planning, 79, 65-76. doi.org/10.1016/j.landurbplan.2006.03.004
  • Gellrich, M., Baur, P., & Zimmermann, N. E. (2007). Natural forest regrowth as a proxy variable for agricultural land abandonment in the Swiss mountains: a spatial statistical model based on geophysical and socio-economic variables. Environmental Modeling and Assessment, 12(4), 269-278. doi.org/10.1007/s10666-006-9062-6
  • Niederhuber, M., Gellrich, M., de Filippi, R. 2007. Spatial analysis and modelling: Ein Wahlpflichtfach in der Konzeption. In Lernen mit Geoinformation. Band II, edited by Jekel, Thomas, Koller, A. and Strobl, J., pp. 216-​225, Heidelberg: Wichmann, 2007.
  • Baur, P., Bebi, P., Gellrich, M., & Rutherford, G. (2006). WaSAlp - Waldausdehnung im Schweizer Alpenraum. Eine quantitative Analyse naturräumlicher und sozio-ökonomischer Ursachen unter besonderer Berücksichtigung des Agrarstrukturwandels. Schlussbericht. Birmensdorf: Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft.
  • Baur, P., Gellrich, M., & Bebi, P. (2005). Die Rückkehr des Waldes als Wohlstandsphänomen. Bündnerwald, 58(4), 57-61.