Object-oriented mapping of landslides using Random Forests A Stumpf, N Kerle Remote sensing of environment 115 (10), 2564-2577, 2011 | 761 | 2011 |
Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods TR Martha, N Kerle, V Jetten, CJ van Westen, KV Kumar Geomorphology 116 (1-2), 24-36, 2010 | 529 | 2010 |
An ontology of slums for image-based classification D Kohli, R Sliuzas, N Kerle, A Stein Computers, Environment and Urban Systems 36 (2), 154-163, 2012 | 358 | 2012 |
Segment optimization and data-driven thresholding for knowledge-based landslide detection by object-based image analysis TR Martha, N Kerle, CJ Van Westen, V Jetten, KV Kumar IEEE transactions on geoscience and remote sensing 49 (12), 4928-4943, 2011 | 332 | 2011 |
Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning A Vetrivel, M Gerke, N Kerle, F Nex, G Vosselman ISPRS journal of photogrammetry and remote sensing 140, 45-59, 2018 | 320 | 2018 |
Crowdsourcing, citizen science or volunteered geographic information? The current state of crowdsourced geographic information L See, P Mooney, G Foody, L Bastin, A Comber, J Estima, S Fritz, N Kerle, ... ISPRS International Journal of Geo-Information 5 (5), 55, 2016 | 319 | 2016 |
Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran HR Pourghasemi, N Kerle Environmental earth sciences 75, 1-17, 2016 | 312 | 2016 |
Object-oriented change detection for landslide rapid mapping P Lu, A Stumpf, N Kerle, N Casagli IEEE Geoscience and remote sensing letters 8 (4), 701-705, 2011 | 312 | 2011 |
Urban social vulnerability assessment with physical proxies and spatial metrics derived from air-and spaceborne imagery and GIS data A Ebert, N Kerle, A Stein Natural hazards 48, 275-294, 2009 | 282 | 2009 |
UAV-based urban structural damage assessment using object-based image analysis and semantic reasoning J Fernandez Galarreta, N Kerle, M Gerke Natural hazards and earth system sciences 15 (6), 1087-1101, 2015 | 267 | 2015 |
Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories TR Martha, N Kerle, CJ Van Westen, V Jetten, KV Kumar ISPRS journal of photogrammetry and remote sensing 67, 105-119, 2012 | 216 | 2012 |
Image-based mapping of surface fissures for the investigation of landslide dynamics A Stumpf, JP Malet, N Kerle, U Niethammer, S Rothmund Geomorphology 186, 12-27, 2013 | 195 | 2013 |
Object-based gully feature extraction using high spatial resolution imagery RBV Shruthi, N Kerle, V Jetten Geomorphology 134 (3-4), 260-268, 2011 | 191 | 2011 |
Landslide hazard and risk assessment using semi-automatically created landslide inventories TR Martha, CJ van Westen, N Kerle, V Jetten, KV Kumar Geomorphology 184, 139-150, 2013 | 190 | 2013 |
Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data M Van Den Eeckhaut, N Kerle, J Poesen, J Hervás Geomorphology 173, 30-42, 2012 | 181 | 2012 |
Identification of damage in buildings based on gaps in 3D point clouds from very high resolution oblique airborne images A Vetrivel, M Gerke, N Kerle, G Vosselman ISPRS journal of photogrammetry and remote sensing 105, 61-78, 2015 | 178 | 2015 |
Catastrophic precipitation‐triggered lahar at Casita volcano, Nicaragua: Occurrence, bulking and transformation KM Scott, JW Vallance, N Kerle, J Luis Macías, W Strauch, G Devoli Earth Surface Processes and Landforms: The Journal of the British …, 2005 | 178 | 2005 |
Landslide susceptibility mapping along road corridors in the Indian Himalayas using Bayesian logistic regression models I Das, A Stein, N Kerle, VK Dadhwal Geomorphology 179, 116-125, 2012 | 173 | 2012 |
UAV-based structural damage mapping: A review N Kerle, F Nex, M Gerke, D Duarte, A Vetrivel ISPRS international journal of geo-information 9 (1), 14, 2019 | 162 | 2019 |
Automatic structural seismic damage assessment with airborne oblique Pictometry© imagery M Gerke, N Kerle Photogrammetric Engineering & Remote Sensing 77 (9), 885-898, 2011 | 162 | 2011 |