Aktuelle Publikationen / Publications

Prof. Dr. Alexander Brenning

Selected recent publications:

  • Albuquerque, J. P., Herfort, B., Brenning, A. & A. Zipf (2015). Geographic approach for combining social media and authoritative data towards improving information extraction for disaster management. International Journal of Geographic Information Science, 29(4): 667-689.
  • Goetz, J.N., Brenning, A., Petschko, H. & Leopold, P. (2015). Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling. Computers & Geosciences, 81: 1-11.
  • Brenning, A., Schwinn, M. A.,Ruiz-Páez,  P. & Muenchow, J. (2015). Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province, Nat. Hazards Earth Syst. Sci., 15, 45-57, doi:10.5194/nhess-15-45-2015.
  • Zandler, H., Brenning, A. & Samimi, C. (2015). Quantifying dwarf shrub biomass in an arid environment: comparing empirical methods in a high dimensional setting. Remote Sensing of Environment, 158: 140-155. doi:10.1016/j.rse.2014.11.007
  • Puertas, O.L., Brenning, A. & Meza, F.J.  (2013). Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central Chile, 1975-2010). Remote Sensing of Environment, 137: 112-123.
  • Brenning, A. (2012). Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: the R package 'sperrorest'. 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 23-27 July 2012, p. 5372-5375.
  • Brenning, A. (2012). Improved spatial analysis and prediction of landslide susceptibility: Practical recommendations. In E. Eberhardt, C. Froese, A. K. Turner & S. Leroueil (eds.): Landslides and Engineered Slopes: Protecting Society through Improved Understanding.  Proceedings of the 11th International and 2nd North American Symposium on Landslides and Engineered Slopes, Banff, Canada, 3-8  June 2012. CRC Press/Balkema, Leiden, The Netherlands; vol. 1, p. 789-794
  • Boeckli, L., Brenning, A., Gruber,  S. & Noetzli, J.  (2012). A statistical approach to modelling permafrost distribution in the European Alps or similar mountain ranges. The Cryosphere. 6: 125-140
  • Goetz, J., Guthrie, R. & Brenning, A.  (2011). Integrating physical and empirical landslide susceptibility models using generalized additive models. Geomorphology, 129: 376-386
  • Azócar, G.F. & Brenning, A.  (2010). Hydrological and geomorphological significance of rock glaciers in the dry Andes, Chile (27°-33°S). Permafrost and Periglacial Processes, 21(1): 42-53.
  • Ruß, G. & Brenning, A.  (2010). Data mining in precision agriculture: Management of spatial information. Lecture Notes in Computer Science, 6178 LNAI: 350-359
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