| Object-oriented mapping of landslides using Random Forests A Stumpf, N Kerle Remote sensing of environment 115 (10), 2564-2577, 2011 | 726 | 2011 |
| 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 | 305 | 2011 |
| Object-oriented mapping of urban trees using Random Forest classifiers A Puissant, S Rougier, A Stumpf International Journal of Applied Earth Observation and Geoinformation 26 …, 2014 | 226 | 2014 |
| Ground-based multi-view photogrammetry for the monitoring of landslide deformation and erosion A Stumpf, JP Malet, P Allemand, M Pierrot-Deseilligny, G Skupinski Geomorphology 231, 130-145, 2015 | 216 | 2015 |
| A method for automatic and rapid mapping of water surfaces from sentinel-1 imagery F Bioresita, A Puissant, A Stumpf, JP Malet Remote Sensing 10 (2), 217, 2018 | 197 | 2018 |
| 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 | 189 | 2013 |
| Surface reconstruction and landslide displacement measurements with Pléiades satellite images A Stumpf, JP Malet, P Allemand, P Ulrich ISPRS Journal of Photogrammetry and Remote Sensing 95, 1-12, 2014 | 135 | 2014 |
| Correlation of satellite image time-series for the detection and monitoring of slow-moving landslides A Stumpf, JP Malet, C Delacourt Remote sensing of environment 189, 40-55, 2017 | 130 | 2017 |
| Active learning in the spatial domain for remote sensing image classification A Stumpf, N Lachiche, JP Malet, N Kerle, A Puissant IEEE transactions on geoscience and remote sensing 52 (5), 2492-2507, 2013 | 113 | 2013 |
| An empirical study into annotator agreement, ground truth estimation, and algorithm evaluation TA Lampert, A Stumpf, P Gançarski IEEE Transactions on Image Processing 25 (6), 2557-2572, 2016 | 95 | 2016 |
| Initial insights from a global database of rainfall-induced landslide inventories: The weak influence of slope and strong influence of total storm rainfall O Marc, A Stumpf, JP Malet, M Gosset, T Uchida, SH Chiang Earth Surface Dynamics 6 (4), 903-922, 2018 | 91* | 2018 |
| Hierarchical extraction of landslides from multiresolution remotely sensed optical images C Kurtz, A Stumpf, JP Malet, P Gançarski, A Puissant, N Passat ISPRS Journal of Photogrammetry and Remote Sensing 87, 122-136, 2014 | 84 | 2014 |
| Automatic identification of rockfalls and volcano-tectonic earthquakes at the Piton de la Fournaise volcano using a Random Forest algorithm C Hibert, F Provost, JP Malet, A Maggi, A Stumpf, V Ferrazzini Journal of Volcanology and Geothermal Research 340, 130-142, 2017 | 81 | 2017 |
| Improved co-registration of Sentinel-2 and Landsat-8 imagery for Earth surface motion measurements A Stumpf, D Michéa, JP Malet Remote Sensing 10 (2), 160, 2018 | 80 | 2018 |
| Combining Random Forests and object-oriented analysis for landslide mapping from very high resolution imagery A Stumpf, N Kerle Procedia Environmental Sciences 3, 123-129, 2011 | 69 | 2011 |
| Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping F Bioresita, A Puissant, A Stumpf, JP Malet International Journal of Remote Sensing 40 (23), 9026-9049, 2019 | 59 | 2019 |
| Photogrammetric discharge monitoring of small tropical mountain rivers: A case study at Rivière des Pluies, Réunion Island A Stumpf, E Augereau, C Delacourt, J Bonnier Water Resources Research 52 (6), 4550-4570, 2016 | 52 | 2016 |
| Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images S Rougier, A Puissant, A Stumpf, N Lachiche International Journal of Applied Earth Observation and Geoinformation 51, 60-73, 2016 | 33 | 2016 |
| Landslide recognition and monitoring with remotely sensed data from passive optical sensors A Stumpf Université de Strasbourg, 2013 | 17 | 2013 |
| Analysis and uncertainty quantification of dynamic run-out model parameters for landslides BQ Luna, J Cepeda, A Stumpf, CJ Van Westen, A Remaître, JP Malet, ... Landslide Science and Practice: Volume 3: Spatial Analysis and Modelling …, 2013 | 15 | 2013 |
Prof. Dr. Norman KerleFull Professor of Remote Sensing for Disaster Risk ManagementVerified email at utwente.nl
