Luigi Lombardo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Akaike Information Criterion

Predictive Model

Computational Intelligence

Top Venues

Environ. Model. Softw.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Ashok Dahal, Luigi Lombardo
Towards physics-informed neural networks for landslide prediction. CoRR (2024)
Ashok Dahal, Raphaël Huser, Luigi Lombardo
At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition. CoRR (2024)
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 (2024)
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 (2024)
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 (2023)
Ashok Dahal, Luigi Lombardo
Explainable artificial intelligence in geoscience: A glimpse into the future of landslide susceptibility modeling. Comput. Geosci. 176 (2023)
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 (2023)
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 (2023)
Bastian Van den Bout, Victor G. Jetten, Cees J. van Westen, Luigi Lombardo
A breakthrough in fast flood simulation. Environ. Model. Softw. 168 (2023)
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) (2022)
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) (2022)
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 (2022)
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 (2021)
Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke, Dieu Tien Bui
Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment. Remote. Sens. 12 (1) (2020)
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 (2018)
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 (2017)