| Soil erosion modelling: A global review and statistical analysis P Borrelli, C Alewell, P Alvarez, JAA Anache, J Baartman, C Ballabio, ... Science of the total environment 780, 146494, 2021 | 274 | 2021 |
| Presenting logistic regression-based landslide susceptibility results L Lombardo, PM Mai Engineering geology 244, 14-24, 2018 | 174 | 2018 |
| Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the … L Lombardo, M Cama, C Conoscenti, M Märker, E Rotigliano Natural Hazards 79, 1621-1648, 2015 | 166 | 2015 |
| GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches A Arabameri, K Rezaei, A Cerda, L Lombardo, J Rodrigo-Comino Science of the total environment 658, 160-177, 2019 | 154 | 2019 |
| Spatio-temporal topsoil organic carbon mapping of a semi-arid Mediterranean region: The role of land use, soil texture, topographic indices and the influence of remote sensing … C Schillaci, M Acutis, L Lombardo, A Lipani, M Fantappie, M Märker, ... Science of the total environment 601, 821-832, 2017 | 149 | 2017 |
| Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model DC Camilo, L Lombardo, PM Mai, J Dou, R Huser Environmental Modelling & Software 97, 145-156, 2017 | 122 | 2017 |
| Exploring the effect of absence selection on landslide susceptibility models: a case study in Sicily, Italy C Conoscenti, E Rotigliano, M Cama, NA Caraballo-Arias, L Lombardo, ... Geomorphology 261, 222-235, 2016 | 117 | 2016 |
| Comparison of machine learning models for gully erosion susceptibility mapping A Arabameri, W Chen, M Loche, X Zhao, Y Li, L Lombardo, A Cerda, ... Geoscience Frontiers 11 (5), 1609-1620, 2020 | 109 | 2020 |
| Space-time landslide predictive modelling L Lombardo, T Opitz, F Ardizzone, F Guzzetti, R Huser Earth-Science Reviews 209, 103318, 2020 | 100 | 2020 |
| Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function–logistic regression algorithm A Arabameri, B Pradhan, K Rezaei, M Yamani, HR Pourghasemi, ... Land Degradation & Development 29 (11), 4035-4049, 2018 | 97 | 2018 |
| Exploring relationships between grid cell size and accuracy for debris-flow susceptibility models: a test in the Giampilieri catchment (Sicily, Italy) M Cama, C Conoscenti, L Lombardo, E Rotigliano Environmental Earth Sciences 75, 1-21, 2016 | 96 | 2016 |
| Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster L Lombardo, T Opitz, R Huser Stochastic environmental research and risk assessment 32, 2179-2198, 2018 | 91 | 2018 |
| Integration of two-phase solid fluid equations in a catchment model for flashfloods, debris flows and shallow slope failures B Bout, L Lombardo, CJ van Westen, VG Jetten Environmental modelling & software 105, 1-16, 2018 | 88 | 2018 |
| Improving transferability strategies for debris flow susceptibility assessment: Application to the Saponara and Itala catchments (Messina, Italy) M Cama, L Lombardo, C Conoscenti, E Rotigliano Geomorphology 288, 52-65, 2017 | 88 | 2017 |
| Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling A Arabameri, B Pradhan, L Lombardo Catena 183, 104223, 2019 | 84 | 2019 |
| Soil erosion modelling: A bibliometric analysis N Bezak, M Mikoš, P Borrelli, C Alewell, P Alvarez, JAA Anache, ... Environmental research 197, 111087, 2021 | 82 | 2021 |
| PMT: New analytical framework for automated evaluation of geo-environmental modelling approaches O Rahmati, A Kornejady, M Samadi, RC Deo, C Conoscenti, L Lombardo, ... Science of the total environment 664, 296-311, 2019 | 81 | 2019 |
| A test of transferability for landslides susceptibility models under extreme climatic events: application to the Messina 2009 disaster L Lombardo, M Cama, M Maerker, E Rotigliano Natural hazards 74, 1951-1989, 2014 | 80 | 2014 |
| Exploiting Maximum Entropy method and ASTER data for assessing debris flow and debris slide susceptibility for the Giampilieri catchment (north‐eastern Sicily, Italy) L Lombardo, F Bachofer, M Cama, M Märker, E Rotigliano Earth Surface Processes and Landforms 41 (12), 1776-1789, 2016 | 64 | 2016 |
| Spatial modeling of multi-hazard threat to cultural heritage sites L Lombardo, H Tanyas, IC Nicu Engineering Geology 277, 105776, 2020 | 61 | 2020 |
Hakan TanyaşAssistant Professor, University of Twente, ITCVerified email at utwente.nl
