Alexander Brenning

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Xavier BodinCNRSVerified email at univ-savoie.fr
Thomas GladeProfessor for Geomorphic Systems and Risk Research, University of ViennaVerified email at univie.ac.at
Jannes MuenchowFriedrich-Schiller-University JenaVerified email at uni-jena.de
Stephan GruberCarleton UniversityVerified email at carleton.ca
Dario Trombotto, D. Trombotto Liaudat...Geocryology - CONICETVerified email at lab.cricyt.edu.ar
Jeannette NoetzliWSL Institute for Snow and Avalanche Research SLFVerified email at slf.ch
Alexander ZipfHeidelberg University, Chair of GIScience, HeiGIT Heidelberg Institute for Geoinformation TechnologyVerified email at uni-heidelberg.de
Anders KnudbyUniversity of OttawaVerified email at uottawa.ca
Harald ZandlerPostDoc, University of GrazVerified email at uni-graz.at
Cyrus SamimiProfessor for Climatology and Ecological Climatology, University of BayreuthVerified email at uni-bayreuth.de
João Porto de AlbuquerqueProfessor in Urban Analytics, Deputy Director of the Urban Big Data Centre, University of GlasgowVerified email at glasgow.ac.uk
Berthold LausenProfessor of Data Science, Department of Mathematical Sciences, University of Essex, UKVerified email at essex.ac.uk
Paul FieguthSystems Design EngineeringVerified email at uwaterloo.ca
Jonathan LiIEEE Fellow, Professor, University of WaterlooVerified email at uwaterloo.ca
Linlin XuUniversity of WaterlooVerified email at uwaterloo.ca
Karl Gerald van den BoogaartProfessor für Angewandte Stochastik, TU Bergakademie FreibergVerified email at hzdr.de
Donald A. FriendProfessor of Geography, Minnesota State UniversityVerified email at mnsu.edu
Jean AndreyProfessor, Geography and Environmental Management, University of WaterlooVerified email at uwaterloo.ca
Grégoire DuboisJoint Research Centre of the European CommissionVerified email at ec.europa.eu
Denis KirchhoffResearch Associate and Adjunct Lecturer, Environment and Resource Studies, University of WaterlooVerified email at uwaterloo.ca

Alexander Brenning

Friedrich Schiller University Jena, Germany

Verified email at uni-jena.de - Homepage

Statistical and computational methods in physical geography and remote sensing


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Spatial prediction models for landslide hazards: review, comparison and evaluation A Brenning Natural Hazards and Earth System Sciences 5 (6), 853-862, 2005	631	2005
Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling JN Goetz, A Brenning, H Petschko, P Leopold Computers & geosciences 81, 1-11, 2015	577	2015
A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management JP De Albuquerque, B Herfort, A Brenning, A Zipf International journal of geographical information science 29 (4), 667-689, 2015	404	2015
Integrating physical and empirical landslide susceptibility models using generalized additive models JN Goetz, RH Guthrie, A Brenning Geomorphology 129 (3-4), 376-386, 2011	261	2011
Permafrost distribution in the European Alps: calculation and evaluation of an index map and summary statistics L Boeckli, A Brenning, S Gruber, J Noetzli The Cryosphere 6 (4), 807-820, 2012	255	2012
Hydrological and geomorphological significance of rock glaciers in the dry Andes, Chile (27–33 S) GF Azócar, A Brenning Permafrost and Periglacial Processes 21 (1), 42-53, 2010	255	2010
Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data P Schratz, J Muenchow, E Iturritxa, J Richter, A Brenning Ecological Modelling 406, 109-120, 2019	221	2019
Assessing the quality of landslide susceptibility maps–case study Lower Austria H Petschko, A Brenning, R Bell, J Goetz, T Glade Natural Hazards and Earth System Sciences 14 (1), 95-118, 2014	207	2014
Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: The R package sperrorest A Brenning 2012 IEEE international geoscience and remote sensing symposium, 5372-5375, 2012	206	2012
Statistical geocomputing combining R and SAGA: The example of landslide susceptibility analysis with generalized additive models A Brenning Hamburger Beiträge zur Physischen Geographie und Landschaftsökologie 19 (23 …, 2008	206	2008
Geomorphological, hydrological and climatic significance of rock glaciers in the Andes of Central Chile (33–35 S) A Brenning Permafrost and Periglacial Processes 16 (3), 231-240, 2005	195	2005
New approaches to modelling fish–habitat relationships A Knudby, A Brenning, E LeDrew Ecological Modelling 221 (3), 503-511, 2010	170	2010
A statistical approach to modelling permafrost distribution in the European Alps or similar mountain ranges L Boeckli, A Brenning, S Gruber, J Noetzli The Cryosphere 6 (1), 125-140, 2012	166*	2012
Benchmarking classifiers to optimally integrate terrain analysis and multispectral remote sensing in automatic rock glacier detection A Brenning Remote Sensing of Environment 113 (1), 239-247, 2009	166	2009
A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery L Xu, J Li, A Brenning Remote Sensing of Environment 141, 14-23, 2014	149	2014
Predictive mapping of reef fish species richness, diversity and biomass in Zanzibar using IKONOS imagery and machine-learning techniques A Knudby, E LeDrew, A Brenning Remote Sensing of Environment 114 (6), 1230-1241, 2010	133	2010
Exploring discrepancies between quantitative validation results and the geomorphic plausibility of statistical landslide susceptibility maps S Steger, A Brenning, R Bell, H Petschko, T Glade Geomorphology 262, 8-23, 2016	121	2016
Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile MA Peña, A Brenning Remote Sensing of Environment 171, 234-244, 2015	120	2015
Logistic regression modeling of rock glacier and glacier distribution: Topographic and climatic controls in the semi-arid Andes A Brenning, D Trombotto Geomorphology 81 (1-2), 141-154, 2006	116	2006
Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province A Brenning, M Schwinn, AP Ruiz-Páez, J Muenchow Natural Hazards and Earth System Sciences 15 (1), 45-57, 2015	98	2015

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