Luigi Lombardo

20 papers Journal 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An updated version of the SZ-plugin: From space to space-time data-driven modeling in QGIS. Int. J. Appl. Earth Obs. Geoinformation Giacomo Titti, Liwei Hu, Pietro Festi, Letizia Elia, Lisa Borgatti, Luigi Lombardo
2025	J	`jnl`	Distribution-agnostic landslide hazard modelling via Graph Transformers. Environ. Model. Softw. Gabriele Belvederesi, Hakan Tanyas, Aldo Lipani, Ashok Dahal, Luigi Lombardo
2025	J	`jnl`	Long and short-term perspectives on space-time landslide modelling. Int. J. Appl. Earth Obs. Geoinformation Tengfei Wang, Kunlong Yin, Zheng Wang, Zhice Fang, Ashok Dahal, Luigi Lombardo
2025	J	`jnl`	Susceptibility modeling of hydro-morphological processes considered river topology. Geo spatial Inf. Sci. Nan Wang, Mingxiao Li, Hongyan Zhang, Weiming Cheng, Chao Du, Luigi Lombardo
2024	J	`jnl`	An ensemble neural network approach for space-time landslide predictive modelling. Int. J. Appl. Earth Obs. Geoinformation Jana Lim, Giorgio Santinelli, Ashok Dahal, Anton Vrieling, Luigi Lombardo
2024	J	`jnl`	At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition. CoRR Ashok Dahal, Raphaël Huser, Luigi Lombardo
2024	J	`jnl`	Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be. Int. J. Appl. Earth Obs. Geoinformation Zhice Fang, Yi Wang, Cees J. van Westen, Luigi Lombardo
2024	J	`jnl`	Towards physics-informed neural networks for landslide prediction. CoRR Ashok Dahal, Luigi Lombardo
2023	J	`jnl`	A breakthrough in fast flood simulation. Environ. Model. Softw. Bastian Van den Bout, Victor G. Jetten, Cees J. van Westen, Luigi Lombardo
2023	J	`jnl`	DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds. Environ. Model. Softw. 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
2023	J	`jnl`	Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system. Int. J. Appl. Earth Obs. Geoinformation Mahnoor Ahmed, Hakan Tanyas, Raphaël Huser, Ashok Dahal, Giacomo Titti, Lisa Borgatti, Mirko Francioni, Luigi Lombardo
2023	J	`jnl`	Explainable artificial intelligence in geoscience: A glimpse into the future of landslide susceptibility modeling. Comput. Geosci. Ashok Dahal, Luigi Lombardo
2023	J	`jnl`	Speech-recognition in landslide predictive modelling: A case for a next generation early warning system. Environ. Model. Softw. Zhice Fang, Hakan Tanyas, Tolga Görüm, Ashok Dahal, Yi Wang, Luigi Lombardo
2022	J	`jnl`	A Novel Historical Landslide Detection Approach Based on LiDAR and Lightweight Attention U-Net. Remote. Sens. Chengyong Fang, Xuanmei Fan, Hao Zhong, Luigi Lombardo, Hakan Tanyas, Xin Wang
2022	J	`jnl`	Cloud-based interactive susceptibility modeling of gully erosion in Google Earth Engine. Int. J. Appl. Earth Obs. Geoinformation Giacomo Titti, Gabriele Nicola Napoli, Christian Conoscenti, Luigi Lombardo
2022	J	`jnl`	Distinct Susceptibility Patterns of Active and Relict Landslides Reveal Distinct Triggers: A Case in Northwestern Turkey. Remote. Sens. Marco Loche, Luigi Lombardo, Tolga Görüm, Hakan Tanyas, Gianvito Scaringi
2021	J	`jnl`	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 Nan Wang, Luigi Lombardo, Stefano Luigi Gariano, Weiming Cheng, Changjun Liu, Junnan Xiong, Rui-Bo Wang
2020	J	`jnl`	Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment. Remote. Sens. Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke, Dieu Tien Bui
2018	J	`jnl`	Integration of two-phase solid fluid equations in a catchment model for flashfloods, debris flows and shallow slope failures. Environ. Model. Softw. Bastian Van den Bout, Luigi Lombardo, Cees J. van Westen, Victor G. Jetten
2017	J	`jnl`	Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model. Environ. Model. Softw. Daniela Castro Camilo, Luigi Lombardo, P. Martin Mai, Jie Dou, Raphaël Huser