Luigi Lombardo

University of Twente

Netherlands

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Articles (30)

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Collaborators (9)

Raphaël Huser

SAUDI ARABIA

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Mateo Moreno

University of Twente

NETHERLANDS

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Ling Chang

Associate professor

University of Twente

NETHERLANDS

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Daniele Spatola

Sapienza University of Rome

ITALY

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Axel Antonius Johannes Deijns

Vrije Universiteit Brussel

BELGIUM

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Ionut Cristi Nicu

Adjunct Senior Lecturer (Academic Level C)

Flinders University

AUSTRALIA

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Francesco Marra

University of Padua

ITALY

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Hakan Tanyas

Assistant Professor

University of Twente

NETHERLANDS

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Ashok Dahal

University of Twente

NETHERLANDS

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Luigi Lombardo

Research Interests

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Articles (30)

First retrogressive thaw slump (RTS) inventory for the Kanin Peninsula (NW Russia)

First Pockmark susceptibility map of the Italian continental margins

Comprehensive global inventory of submarine mud volcanoes

Space-time explainable modelling of regional hillslope deformation, an example from the Tibetan Plateau

An open event-inventory database of rainfall-induced landslides and their environmental characteristics in the eastern Black Sea region of Türkiye

An updated version of the SZ-plugin: From space to space–time data-driven modeling in QGIS

Functional Regression for Space‐Time Prediction of Precipitation‐Induced Shallow Landslides in South Tyrol, Italy

Analyzing the posterior predictive capability and usability of landslide susceptibility maps

Climate change has increased rainfall-induced landslide damages in central China

Pan‐European Landslide Risk Assessment: From Theory to Practice

Understanding fatal landslides at global scales: a summary of topographic, climatic, and anthropogenic perspectives

Space–time landslide hazard modeling via Ensemble Neural Networks

At the Junction Between Deep Learning and Statistics of Extremes: Formalizing the Landslide Hazard Definition

On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values

Deep graphical regression for jointly moderate and extreme Australian wildfires

From spatio-temporal landslide susceptibility to landslide risk forecast

Space–Time Landslide Susceptibility Modeling Based on Data-Driven Methods

Event-based rainfall-induced landslide inventories and rainfall thresholds for Malawi

Retrogressive thaw slump susceptibility in the northern hemisphere permafrost region

Space-time modeling of landslide size by combining static, dynamic, and unobserved spatiotemporal factors

Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago

Modelling InSAR-derived hillslope velocities with multivariate statistics: A first attempt to generate interpretable predictions

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

Joint modelling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions

On the estimation of landslide intensity, hazard and density via data-driven models

Modeling the area of co-seismic landslides via data-driven models: The Kaikōura example

DEWS

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

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

High-resolution Bayesian mapping of landslide hazard with unobserved trigger event

Collaborators (9)

Raphaël Huser

Mateo Moreno

Ling Chang

Daniele Spatola

Axel Antonius Johannes Deijns

Ionut Cristi Nicu

Francesco Marra

Hakan Tanyas

Ashok Dahal

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