Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques

Regional susceptibility assessments with heterogeneous landslide information: Slope unit- vs. pixel-based approach

(2020) Liesbet Jacobs et al.   GEOMORPHOLOGY

Landslide Mapping and Monitoring Using Persistent Scatterer Interferometry (PSI) Technique in the French Alps

(2020) Gokhan Aslan et al.   Remote Sensing

Review of Satellite Interferometry for Landslide Detection in Italy

(2020) Lorenzo Solari et al.   Remote Sensing

Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping

(2020) Faming Huang et al.   CATENA

Four-dimensional surface motions of the Slumgullion landslide and quantification of hydrometeorological forcing

(2020) Xie Hu et al.   Nature Communications

The Evolution of Wide-Area DInSAR: From Regional and National Services to the European Ground Motion Service

(2020) Michele Crosetto et al.   Remote Sensing

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling

(2019) Alireza Arabameri et al.   CATENA

Pan-European landslide susceptibility mapping: ELSUS Version 2

(2018) Martina Wilde et al.   Journal of Maps

Multisource data integration to investigate one century of evolution for the Agnone landslide (Molise, southern Italy)

(2018) M. Del Soldato et al.   Landslides

Combining field data with infrared thermography and DInSAR surveys to evaluate the activity of landslides: the case study of Randazzo Landslide (NE Sicily)

(2018) G. Pappalardo et al.   Landslides

A Methodology to Detect and Characterize Uplift Phenomena in Urban Areas Using Sentinel-1 Data

(2018) Roberta Bonì et al.   Remote Sensing

PREPUBLICATION: Quantitative mineralogy of clay-rich siliciclastic landslide terrain, Sorrento Peninsula, Italy, using a combined XRPD and XRF approach

(2018) Mara Cesarano et al.   CLAYS AND CLAY MINERALS

Estimating landslide susceptibility areas considering the uncertainty inherent in modeling methods

(2018) Ho Gul Kim et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

(2017) Wei Chen et al.   GEODERMA

Exploitation of the Intermittent SBAS (ISBAS) algorithm with COSMO-SkyMed data for landslide inventory mapping in north-western Sicily, Italy

(2017) A. Novellino et al.   GEOMORPHOLOGY

A nation-wide system for landslide mapping and risk management in Italy: The second Not-ordinary Plan of Environmental Remote Sensing

(2017) D. Di Martire et al.   International Journal of Applied Earth Observation and Geoinformation

Landslide databases in the Geological Surveys of Europe

(2017) Gerardo Herrera et al.   Landslides

The relationship between intermittent coherence and precision of ISBAS InSAR ground motion velocities: ERS-1/2 case studies in the UK

(2017) Francesca Cigna et al.   REMOTE SENSING OF ENVIRONMENT

Post-failure evolution analysis of a rainfall-triggered landslide by multi-temporal interferometry SAR approaches integrated with geotechnical analysis

(2017) Pierluigi Confuorto et al.   REMOTE SENSING OF ENVIRONMENT

Analysis of surface deformations over the whole Italian territory by interferometric processing of ERS, Envisat and COSMO-SkyMed radar data

(2017) Mario Costantini et al.   REMOTE SENSING OF ENVIRONMENT

Early dolomitization in the Lower Cretaceous shallow-water carbonates of Southern Apennines (Italy): Clues about palaeoclimatic fluctuations in western Tethys

(2017) Francesco Vinci et al.   SEDIMENTARY GEOLOGY

Landslide detection integrated system (LaDIS) based on in-situ and satellite SAR interferometry measurements

(2016) Diego Di Martire et al.   CATENA

Landslides in a changing climate

(2016) Stefano Luigi Gariano et al.   EARTH-SCIENCE REVIEWS

A simple method to help determine landslide susceptibility from spaceborne InSAR data: the Montescaglioso case study

(2016) Tommaso Carlà et al.   Environmental Earth Sciences

The northward tectonic transport in the southern Apennines: examples from the Capri Island and western Sorrento Peninsula (Italy)

(2016) Stefano Vitale et al.   INTERNATIONAL JOURNAL OF EARTH SCIENCES

Landslide susceptibility map refinement using PSInSAR data

(2016) Andrea Ciampalini et al.   REMOTE SENSING OF ENVIRONMENT

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

(2015) Jie Dou et al.   NATURAL HAZARDS

Persistent Scatterer Pair Interferometry: Approach and Application to COSMO-SkyMed SAR Data

(2014) Mario Costantini et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

COSMO-SkyMed Spotlight Interferometry Over Rural Areas: The Slumgullion Landslide in Colorado, USA

(2014) Pietro Milillo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The Varnes classification of landslide types, an update

(2013) Oldrich Hungr et al.   Landslides

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

(2013) Natan Micheletti et al.   Mathematical Geosciences

Resolving vertical and east-west horizontal motion from differential interferometric synthetic aperture radar: The L'Aquila earthquake

(2012) G. Dalla Via et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR

(2011) Alessandro Ferretti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

“Dolomites and dolomites” in Mesozoic platform carbonates of the Southern Apennines: Geometric distribution, petrography and geochemistry

(2011) Alessandro Iannace et al.   PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview

(2008) Cees J. van Westen et al.   ENGINEERING GEOLOGY

Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning

(2008) Robin Fell et al.   ENGINEERING GEOLOGY

Turbidites and turbidity currents from Alpine ‘flysch’ to the exploration of continental margins

(2008) EMILIANO MUTTI et al.   SEDIMENTOLOGY