Luigi Lombardo

According to our database, Luigi Lombardo authored at least 17 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Distribution-agnostic landslide hazard modelling via Graph Transformers.

Gabriele Belvederesi, Hakan Tanyas, Aldo Lipani, Ashok Dahal, Luigi Lombardo

Environ. Model. Softw., 2025

2024

Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be.

Zhice Fang, Yi Wang, Cees J. van Westen, Luigi Lombardo

Int. J. Appl. Earth Obs. Geoinformation, February, 2024

Towards physics-informed neural networks for landslide prediction.

Ashok Dahal, Luigi Lombardo

CoRR, 2024

At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition.

Ashok Dahal, Raphaël Huser, Luigi Lombardo

CoRR, 2024

An ensemble neural network approach for space-time landslide predictive modelling.

Jana Lim, Giorgio Santinelli, Ashok Dahal, Anton Vrieling, Luigi Lombardo

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Speech-recognition in landslide predictive modelling: A case for a next generation early warning system.

Zhice Fang, Hakan Tanyas, Tolga Görüm, Ashok Dahal, Yi Wang, Luigi Lombardo

Environ. Model. Softw., December, 2023

Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system.

Mahnoor Ahmed, Hakan Tanyas, Raphaël Huser, Ashok Dahal, Giacomo Titti, Lisa Borgatti, Mirko Francioni, Luigi Lombardo

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

A breakthrough in fast flood simulation.

Bastian Van den Bout, Victor G. Jetten, Cees J. van Westen, Luigi Lombardo

Environ. Model. Softw., October, 2023

Explainable artificial intelligence in geoscience: A glimpse into the future of landslide susceptibility modeling.

Ashok Dahal, Luigi Lombardo

Comput. Geosci., July, 2023

DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds.

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

Environ. Model. Softw., April, 2023

2022

Distinct Susceptibility Patterns of Active and Relict Landslides Reveal Distinct Triggers: A Case in Northwestern Turkey.

Marco Loche, Luigi Lombardo, Tolga Görüm, Hakan Tanyas, Gianvito Scaringi

Remote. Sens., 2022

A Novel Historical Landslide Detection Approach Based on LiDAR and Lightweight Attention U-Net.

Chengyong Fang, Xuanmei Fan, Hao Zhong, Luigi Lombardo, Hakan Tanyas, Xin Wang

Remote. Sens., 2022

Cloud-based interactive susceptibility modeling of gully erosion in Google Earth Engine.

Giacomo Titti, Gabriele Nicola Napoli, Christian Conoscenti, Luigi Lombardo

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Using satellite rainfall products to assess the triggering conditions for hydro-morphological processes in different geomorphological settings in China.

Nan Wang, Luigi Lombardo, Stefano Luigi Gariano, Weiming Cheng, Changjun Liu, Junnan Xiong, Rui-Bo Wang

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment.

Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke, Dieu Tien Bui

Remote. Sens., 2020

2018

Integration of two-phase solid fluid equations in a catchment model for flashfloods, debris flows and shallow slope failures.

Bastian Van den Bout, Luigi Lombardo, Cees J. van Westen, Victor G. Jetten

Environ. Model. Softw., 2018

2017

Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model.

Daniela Castro Camilo, Luigi Lombardo, P. Martin Mai, Jie Dou, Raphaël Huser

Environ. Model. Softw., 2017