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Journal Articles
- 2024
[j14]Zhice Fang, Yi Wang
, Cees J. van Westen, Luigi Lombardo:
Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be. Int. J. Appl. Earth Obs. Geoinformation 126: 103631 (2024)- [j13]Jana Lim, Giorgio Santinelli, Ashok Dahal, Anton Vrieling, Luigi Lombardo:
An ensemble neural network approach for space-time landslide predictive modelling. Int. J. Appl. Earth Obs. Geoinformation 132: 104037 (2024) - 2023
- [j12]Mahnoor Ahmed, Hakan Tanyas, Raphaël Huser, Ashok Dahal, Giacomo Titti, Lisa Borgatti, Mirko Francioni, Luigi Lombardo:
Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system. Int. J. Appl. Earth Obs. Geoinformation 125: 103593 (2023) - [j11]Omar F. Althuwaynee, Massimo Melillo, Stefano Luigi Gariano, Hyuck Jin Park, Sang-Wan Kim, Luigi Lombardo, Paulo Hader, Meriame Mohajane, Renata Pacheco Quevedo, Filippo Catani, Ali Aydda:
DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds. Environ. Model. Softw. 162: 105657 (2023) - [j10]Bastian Van den Bout, Victor G. Jetten, Cees J. van Westen, Luigi Lombardo:
A breakthrough in fast flood simulation. Environ. Model. Softw. 168: 105787 (2023) - [j9]Zhice Fang, Hakan Tanyas, Tolga Görüm, Ashok Dahal, Yi Wang, Luigi Lombardo:
Speech-recognition in landslide predictive modelling: A case for a next generation early warning system. Environ. Model. Softw. 170: 105833 (2023) - [j8]Ashok Dahal, Luigi Lombardo:
Explainable artificial intelligence in geoscience: A glimpse into the future of landslide susceptibility modeling. Comput. Geosci. 176: 105364 (2023) - 2022
- [j7]Giacomo Titti, Gabriele Nicola Napoli, Christian Conoscenti, Luigi Lombardo:
Cloud-based interactive susceptibility modeling of gully erosion in Google Earth Engine. Int. J. Appl. Earth Obs. Geoinformation 115: 103089 (2022) - [j6]Marco Loche, Luigi Lombardo, Tolga Görüm, Hakan Tanyas, Gianvito Scaringi:
Distinct Susceptibility Patterns of Active and Relict Landslides Reveal Distinct Triggers: A Case in Northwestern Turkey. Remote. Sens. 14(6): 1321 (2022) - [j5]Chengyong Fang, Xuanmei Fan, Hao Zhong, Luigi Lombardo, Hakan Tanyas, Xin Wang:
A Novel Historical Landslide Detection Approach Based on LiDAR and Lightweight Attention U-Net. Remote. Sens. 14(17): 4357 (2022) - 2021
- [j4]Nan Wang, Luigi Lombardo, Stefano Luigi Gariano, Weiming Cheng, Changjun Liu, Junnan Xiong, Rui-Bo Wang:
Using satellite rainfall products to assess the triggering conditions for hydro-morphological processes in different geomorphological settings in China. Int. J. Appl. Earth Obs. Geoinformation 102: 102350 (2021) - 2020
- [j3]Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke, Dieu Tien Bui:
Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment. Remote. Sens. 12(1): 140 (2020) - 2018
- [j2]Bastian Van den Bout, Luigi Lombardo, Cees J. van Westen, Victor G. Jetten:
Integration of two-phase solid fluid equations in a catchment model for flashfloods, debris flows and shallow slope failures. Environ. Model. Softw. 105: 1-16 (2018) - 2017
- [j1]Daniela Castro Camilo, Luigi Lombardo, P. Martin Mai, Jie Dou, Raphaël Huser:
Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model. Environ. Model. Softw. 97: 145-156 (2017)
Informal and Other Publications
- 2024
- [i2]Ashok Dahal, Raphaël Huser, Luigi Lombardo:
At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition. CoRR abs/2401.14210 (2024) - [i1]Ashok Dahal, Luigi Lombardo:
Towards physics-informed neural networks for landslide prediction. CoRR abs/2407.06785 (2024)
Coauthor Index
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