Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster

Modeling soil organic carbon with Quantile Regression: Dissecting predictors' effects on carbon stocks

(2018) Luigi Lombardo et al.   GEODERMA

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

(2017) Daniela Castro Camilo et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Modelling the topsoil carbon stock of agricultural lands with the Stochastic Gradient Treeboost in a semi-arid Mediterranean region

(2017) Calogero Schillaci et al.   GEODERMA

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

(2017) Wei Chen et al.   GEODERMA

Improving transferability strategies for debris flow susceptibility assessment: Application to the Saponara and Itala catchments (Messina, Italy)

(2017) M. Cama et al.   GEOMORPHOLOGY

Spatio-temporal topsoil organic carbon mapping of a semi-arid Mediterranean region: The role of land use, soil texture, topographic indices and the influence of remote sensing data to modelling

(2017) Calogero Schillaci et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Variations in the susceptibility to landslides, as a consequence of land cover changes: A look to the past, and another towards the future

(2017) L. Pisano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Bayesian Computing with INLA: A Review

(2017) Håvard Rue et al.   Annual Review of Statistics and Its Application

Going off grid: computationally efficient inference for log-Gaussian Cox processes

(2016) D. Simpson et al.   BIOMETRIKA

Exploiting Maximum Entropy method and ASTER data for assessing debris flow and debris slide susceptibility for the Giampilieri catchment (north-eastern Sicily, Italy)

(2016) Luigi Lombardo et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Exploring relationships between grid cell size and accuracy for debris-flow susceptibility models: a test in the Giampilieri catchment (Sicily, Italy)

(2016) M. Cama et al.   Environmental Earth Sciences

Effect of raster resolution and polygon-conversion algorithm on landslide susceptibility mapping

(2016) E. Arnone et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Exploring the effect of absence selection on landslide susceptibility models: A case study in Sicily, Italy

(2016) Christian Conoscenti et al.   GEOMORPHOLOGY

Presence-only approach to assess landslide triggering-thickness susceptibility: a test for the Mili catchment (north-eastern Sicily, Italy)

(2016) L. Lombardo et al.   NATURAL HAZARDS

Spatial models for probabilistic prediction of wind power with application to annual-average and high temporal resolution data

(2016) Amanda Lenzi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)

(2015) L. Lombardo et al.   NATURAL HAZARDS

Elimination of informational redundancy in the weight of evidence method: an application to landslide susceptibility assessment

(2015) J. Torizin   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A regional-scale discontinuity in western Sicily revealed by a multidisciplinary approach: A new piece for understanding the geodynamic puzzle of the southern Mediterranean

(2015) Pietro Di Stefano et al.   TECTONICS

Analysis of massive marked point patterns with stochastic partial differential equations

(2015) Virgilio Gómez-Rubio et al.   Spatial Statistics

The Influence of Land Use Change on Landslide Susceptibility Zonation: The Briga Catchment Test Site (Messina, Italy)

(2014) P. Reichenbach et al.   ENVIRONMENTAL MANAGEMENT

A Remote Sensing-Based Approach for Debris-Flow Susceptibility Assessment Using Artificial Neural Networks and Logistic Regression Modeling

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

The RUSLE erosion index as a proxy indicator for debris flow susceptibility

(2014) Alessandro Zini et al.   Landslides

A test of transferability for landslides susceptibility models under extreme climatic events: application to the Messina 2009 disaster

(2014) L. Lombardo et al.   NATURAL HAZARDS

INLA or MCMC? A tutorial and comparative evaluation for spatial prediction in log-Gaussian Cox processes

(2013) Benjamin M. Taylor et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA)

(2012) Janine B. Illian et al.   Annals of Applied Statistics

Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran

(2012) Hamid Reza Pourghasemi et al.   CATENA

Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya

(2012) Krishna Chandra Devkota et al.   NATURAL HAZARDS

Landslide susceptibility assessment: what are the effects of mapping unit and mapping method?

(2011) A. Erener et al.   Environmental Earth Sciences

Integrating physical and empirical landslide susceptibility models using generalized additive models

(2011) Jason N. Goetz et al.   GEOMORPHOLOGY

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Multiscale structure of UXO site characterization: spatial estimation and uncertainty quantification

(2008) G. Ostrouchov et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT