Alexander Brenning
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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
Spatial prediction models for landslide hazards: review, comparison and evaluation
A Brenning
Natural Hazards and Earth System Sciences 5 (6), 853-862, 2005
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
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
Integrating physical and empirical landslide susceptibility models using generalized additive models
JN Goetz, RH Guthrie, A Brenning
Geomorphology 129 (3-4), 376-386, 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
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
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
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
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
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
New approaches to modelling fish–habitat relationships
A Knudby, A Brenning, E LeDrew
Ecological Modelling 221 (3), 503-511, 2010
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
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
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
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
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
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
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
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
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