Landslide Susceptibility Assessment of Wildfire Burnt Areas through Earth-Observation Techniques and a Machine Learning-Based Approach

The key role of hazard indices and hotspot in disaster risk management: the case study of Napoli and Pozzuoli municipalities (Southern Italy)

(2020) Federica Totaro et al.   Journal of Maps

Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability

(2020) Mariano Di Napoli et al.   Landslides

Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping

(2020) Khalil Gholamnia et al.   Symmetry-Basel

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

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi et al.   CATENA

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

(2018) Luigi Lombardo et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Presenting logistic regression-based landslide susceptibility results

(2018) Luigi Lombardo et al.   ENGINEERING GEOLOGY

Applying different scenarios for landslide spatial modeling using computational intelligence methods

(2017) Alireza Arabameri et al.   Environmental Earth Sciences

Shallow landslide susceptibility assessment using a novel hybrid intelligence approach

(2017) Ataollah Shirzadi et al.   Environmental Earth Sciences

Prediction of spatially explicit rainfall intensity–duration thresholds for post-fire debris-flow generation in the western United States

(2017) Dennis M. Staley et al.   GEOMORPHOLOGY

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

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

Use of ROC curves for early warning of landslide displacement rates in response to precipitation (Piagneto landslide, Northern Apennines, Italy)

(2016) Alessandro Corsini et al.   Landslides

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

(2015) J.N. Goetz et al.   COMPUTERS & GEOSCIENCES

The Timing of Susceptibility to Post-Fire Debris Flows in the Western United States

(2015) JEROME V. DeGRAFF et al.   ENVIRONMENTAL & ENGINEERING GEOSCIENCE

Integration of rainfall thresholds and susceptibility maps in the Emilia Romagna (Italy) regional-scale landslide warning system

(2014) Samuele Segoni et al.   Landslides

Mapping a burned forest area from Landsat TM data by multiple methods

(2014) W. Chen et al.   Geomatics Natural Hazards & Risk

Recommendations for the quantitative analysis of landslide risk

(2013) J. Corominas et al.   Bulletin of Engineering Geology and the Environment

Forest protection and protection forest: Tree root degradation over hydrological shallow landslides triggering

(2012) Federico Preti   ECOLOGICAL ENGINEERING

Comparison of debris-flow volumes from burned and unburned areas

(2012) Paul M. Santi et al.   Landslides

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

(2012) Dieu Tien Bui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

Evaluation of the effect of hysteretic flow and root system on shallow landslide

(2012) Kuo-Chen Ma et al.   Soil Research

A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey

(2011) A. Yalcin et al.   CATENA

Evidence of debris flow occurrence after wildfire in upland catchments of south-east Australia

(2010) Petter Nyman et al.   GEOMORPHOLOGY

Intact ash and charred litter reduces susceptibility to rain splash erosion post-wildfire

(2009) Lorena M. Zavala et al.   EARTH SURFACE PROCESSES AND LANDFORMS

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

Ensemble models predict Important Bird Areas in southern Africa will become less effective for conserving endemic birds under climate change

(2009) Bernard W. T. Coetzee et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Desirable plant root traits for protecting natural and engineered slopes against landslides

(2009) Alexia Stokes et al.   PLANT AND SOIL

Rethinking receiver operating characteristic analysis applications in ecological niche modeling

(2008) A. Townsend Peterson et al.   ECOLOGICAL MODELLING

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

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