Universitätssiegel
Marco Helbich

Dr. Marco Helbich

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Marco Helbich war bis 2013 Gruppenleiter in der Forschungsgruppe GIScience des Geographischen Instituts in Heidelberg.

Forschungsschwerpunkte

  • GeoComputation
  • GIS
  • Spatial Analysis
  • Fuzzy Logic
  • Remote Sensing
  • Spatial Planning in Austria
  • Urban Geography

Curriculum vitae

  • since 03/2010: PostDoc at GIScience research group, Heidelberg University
  • 03/2009: Promotion Dr. phil. (Advisors: Heinz Fassmann, Josef Strobl, Michael Leitner; Summa cum laude)
  • 08/2009 - 12/2009: Research Associate at the Department of Geography and Anthropology, Louisiana State University, USA
  • 10/2006 - 10/2009: Ph.D. studies at the Department of Geography and Regional Research, University of Vienna (additional courses at: Vienna University of Technology, University of Natural Resources and Applied Life Sciences, Vienna)
  • 2000 - 2005: Studies of Spatial Research and Spatial Planning, Cartography and Geoinformation, University of Vienna

Reviewer

Journal Reviewer:

  • Geospatial Health
  • International Journal of Geographical Information Science
  • International Journal of Digital Earth
  • Transactions in GIS
  • Cartography and Geographic Information Science
  • Künstliche Intelligenz
  • ISPRS International Journal of Geo-Information
  • Earth Science Informatics
  • Urban Geography
  • Environment and Planning B: Planning and Design
  • Cities. The International Journal of Urban Policy and Planning
  • Urban Studies
  • Tijdschrift voor economische en sociale geografie

Bücher/Kapitel:

  • Crime Modeling and Mapping Using Geospatial Technologies (Springer)

Förderorganisationen:

  • Belgian Agency for Innovation by Science and Technology

Lehrveranstaltungen

  • Angewandte Geoinformatik am Beispiel Westösterreichs
  • Punktmusteranalyse für human- und wirtschaftsgeographische Fragestellungen
  • Vorlesung: „Einführung in die räumliche Analyse und GeoComputation“
  • Übung: „Einführung in die räumliche Analyse und GeoComputation“

Publikationen

Jokar Arsanjani J, Helbich M, Bakillah m, Hagenauer J, Zipf A (2013): Towards Mapping Land Use Patterns from Volunteered Geographic Information. International Journal of Geographical Information Science (accepted)

Helbich M, Blüml V, Leitner M and Kapusta N (2013): Does Altitude Moderate the Impact of Lithium on Suicide? The Case of Austria. Geospatial Health, Vol. 7, 2, pp. 209-218 (open access)

Helbich M, Brunauer W, Vaz E, Nijkamp P (2013): Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria. Urban Studies (accepted).

Hagenauer J and Helbich M (2013): Hierarchical Self-Organizing Maps for Clustering Spatiotemporal Data. International Journal of Geographical Information Science (accepted)

Helbich M, Hagenauer J, Leitner M, Edwards R (2013): Exploration of Unstructured Narrative Crime Reports: An Unsupervised Neural Network and Point Pattern Analysis Approach. Cartography and Geographic Information Science (accepted)

Jokar Arsanjani, Helbich M, Mousivand AJ (2013): A Morphological Approach to Predicting Urban Expansion. Transactions in GIS (accepted).

Helbich M, Jochem A, Mücke W, Höfle B (2013): Boosting the Predictive Accuracy of Urban Hedonic House Price Models Through Airborne Laser Scanning. Computers, Environment and Urban Systems (accepted).

Jokar Arsanjani J, Helbich M, Vaz E (2013): Spatiotemporal Simulation of Urban growth patterns using agent-based modeling: The case of Tehran. Cities (accepted).

Shafizadeh Moghadam H and Helbich M. (2013): Spatiotemporal Urbanization Processes in the Megacity of Mumbai, India: A Markov Chains-Cellular Automata Urban Growth Model. [PDF Download] Applied Geography (accepted).

Helbich M, Brunauer W, Hagenauer J and Leitner M (2013): Data-Driven Regionalization of Housing Markets. [PDF Download] Annals of the Association of American Geographers (online first, DOI: 10.1080/00045608.2012.707587).

Helbich M, Leitner M and Kapusta N (2012): Geospatial Examination of Lithium in Drinking Water and Suicide Mortality. International Journal of Health Geographics, Vol. 11, 19 (Highly accessed, DOI: doi:10.1186/1 476-072X-11-19).

Helbich M and Leitner M (2012): Evaluation of Spatial Cluster Detection Algorithms for Crime Locations. [PDF Download] In Gaul W, Geyer-Schulz A, Schmidt-Thieme L and Kunze J 2012: Challenges at the Interface of Data Analysis, Computer Science, and Optimization. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, pp. 193-201
(DOI: 10.1007/978-3-642-24466-7\_20).

Hagenauer, J. and Helbich, M. (2012): Contextual Neural Gas for Spatial Clustering and Analysis. International Journal of Geographical Information Science (online first, DOI: 10.1080/13658816.2012.667106)

Helbich M (2012): Beyond Postsuburbia? Multifunctional Service Agglomeration in Vienna's Urban Fringe. Journal of Economic & Social Geography, Vol. 103, 1, pp. 39-52 (DOI: 10.1111/j.1467-9663.2011.00673.x).

Hagenauer J and Helbich M (2012): Mining Urban Land-Use Patterns from Volunteered Geographic Information by means of Genetic Algorithms and Artificial Neural Networks. International Journal of Geographical Information Science (online first, DOI: 10.1080/13658816.2011.619501).

Kranabether M, Helbich M und Knoflacher H (2012): Raumstrukturelle Aspekte des Fernstraßenbaus in der Ostregion, Österreich. Eine empirische Analyse der Arbeitsstättenentwicklung 1961 bis 2001. Raumforschung und Raumordnung, Vol. 70, 1, S. 19-29 (DOI: 10.1007/s13147-011-0134-y).

Jokar Arsanjani J, Helbich M, Kainz W and Darvishi A (2011): Integration of Logistic Regression, Markov Chain and Cellular Automata Models to Simulate Urban Expansion - The Case of Tehran. International Journal of Applied Earth Observation and Geoinformation (online first, DOI: 10.1016/j.jag.2011.12.014).

Helbich M, Hagenauer J und Leitner M (2011): Raum-zeitliche Analyse von Verbrechenshotspots mittels Trajektorien und Kohonenkarte. Mitteilungen der Österreichischen Geographischen Gesellschaft, Vol. 153, S. 291– 304 (DOI: 10.1553/moegg153s291).

Leitner M and Helbich M (2011): The Impact of Hurricanes on Crime: A Spatio-Temporal Analysis in the City of Houston, TX. Cartography and Geographic Information Science, Vol. 38, 2, pp. 214-222 (DOI: 10.1559/1523 0406382214).

Helbich M and Leitner M (2010): Postsuburban Spatial Evolution of the Viennese Urban Fringe: Evidence from Point Process Modeling. Urban Geography, Vol. 31, 8, pp. 1100-1117 (DOI: 10.2747/0272-3638.31.8.1100).

Helbich M und Görgl P (2010): Räumliche Regressionsmodelle als leistungsfähige Methoden zur Erklärung der Driving Forces von Zuzügen in die Stadtregion Wien? Raumforschung und Raumordnung, Vol. 68, 2, S. 103-113 (DOI: 10.1007/s13147-010-0012-z).

Helbich M and Leitner M (2009): Spatial Analysis of the Urban-to-Rural Migration Determinants in the Viennese Metropolitan Area. A Transition from Sub- to Postsuburbia? Applied Spatial Analysis and Policy, Vol. 2, 3, pp. 237-260 (DOI: 10.1007/s12061-009-9026-8).

Helbich M (2009): Modellierung (post)suburbaner Prozesse am Fallbeispiel der Stadtregion Wien. LIT Verlag: Berlin, Münster u.a. (= Beiträge zur europäischen Stadt- und Regionalforschung).

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