Articles | Volume 13, issue 11
Nat. Hazards Earth Syst. Sci., 13, 2815–2831, 2013
https://doi.org/10.5194/nhess-13-2815-2013

Special issue: Progress in landslide hazard and risk evaluation

Nat. Hazards Earth Syst. Sci., 13, 2815–2831, 2013
https://doi.org/10.5194/nhess-13-2815-2013

Research article 13 Nov 2013

Research article | 13 Nov 2013

Landslide susceptibility estimation by random forests technique: sensitivity and scaling issues

F. Catani et al.

Related authors

A spatially explicit database of wind disturbances in European forests over the period 2000–2018
Giovanni Forzieri, Matteo Pecchi, Marco Girardello, Achille Mauri, Marcus Klaus, Christo Nikolov, Marius Rüetschi, Barry Gardiner, Julián Tomaštík, David Small, Constantin Nistor, Donatas Jonikavicius, Jonathan Spinoni, Luc Feyen, Francesca Giannetti, Rinaldo Comino, Alessandro Wolynski, Francesco Pirotti, Fabio Maistrelli, Ionut Savulescu, Stéphanie Wurpillot-Lucas, Stefan Karlsson, Karolina Zieba-Kulawik, Paulina Strejczek-Jazwinska, Martin Mokroš, Stefan Franz, Lukas Krejci, Ionel Haidu, Mats Nilsson, Piotr Wezyk, Filippo Catani, Yi-Ying Chen, Sebastiaan Luyssaert, Gherardo Chirici, Alessandro Cescatti, and Pieter S. A. Beck
Earth Syst. Sci. Data, 12, 257–276, https://doi.org/10.5194/essd-12-257-2020,https://doi.org/10.5194/essd-12-257-2020, 2020
Short summary
Application of a physically based model to forecast shallow landslides at a regional scale
Teresa Salvatici, Veronica Tofani, Guglielmo Rossi, Michele D'Ambrosio, Carlo Tacconi Stefanelli, Elena Benedetta Masi, Ascanio Rosi, Veronica Pazzi, Pietro Vannocci, Miriana Petrolo, Filippo Catani, Sara Ratto, Hervè Stevenin, and Nicola Casagli
Nat. Hazards Earth Syst. Sci., 18, 1919–1935, https://doi.org/10.5194/nhess-18-1919-2018,https://doi.org/10.5194/nhess-18-1919-2018, 2018
Short summary
Quantitative comparison between two different methodologies to define rainfall thresholds for landslide forecasting
D. Lagomarsino, S. Segoni, A. Rosi, G. Rossi, A. Battistini, F. Catani, and N. Casagli
Nat. Hazards Earth Syst. Sci., 15, 2413–2423, https://doi.org/10.5194/nhess-15-2413-2015,https://doi.org/10.5194/nhess-15-2413-2015, 2015
Technical Note: An operational landslide early warning system at regional scale based on space–time-variable rainfall thresholds
S. Segoni, A. Battistini, G. Rossi, A. Rosi, D. Lagomarsino, F. Catani, S. Moretti, and N. Casagli
Nat. Hazards Earth Syst. Sci., 15, 853–861, https://doi.org/10.5194/nhess-15-853-2015,https://doi.org/10.5194/nhess-15-853-2015, 2015
Short summary
Analysing the relationship between rainfalls and landslides to define a mosaic of triggering thresholds for regional-scale warning systems
S. Segoni, A. Rosi, G. Rossi, F. Catani, and N. Casagli
Nat. Hazards Earth Syst. Sci., 14, 2637–2648, https://doi.org/10.5194/nhess-14-2637-2014,https://doi.org/10.5194/nhess-14-2637-2014, 2014

Related subject area

Landslides and Debris Flows Hazards
Uncertainty analysis of a rainfall threshold estimate for stony debris flow based on the backward dynamical approach
Marta Martinengo, Daniel Zugliani, and Giorgio Rosatti
Nat. Hazards Earth Syst. Sci., 21, 1769–1784, https://doi.org/10.5194/nhess-21-1769-2021,https://doi.org/10.5194/nhess-21-1769-2021, 2021
Short summary
Controls on the formation and size of potential landslide dams and dammed lakes in the Austrian Alps
Anne-Laure Argentin, Jörg Robl, Günther Prasicek, Stefan Hergarten, Daniel Hölbling, Lorena Abad, and Zahra Dabiri
Nat. Hazards Earth Syst. Sci., 21, 1615–1637, https://doi.org/10.5194/nhess-21-1615-2021,https://doi.org/10.5194/nhess-21-1615-2021, 2021
Short summary
The role of geomorphology, rainfall and soil moisture in the occurrence of landslides triggered by 2018 Typhoon Mangkhut in the Philippines
Clàudia Abancó, Georgina L. Bennett, Adrian J. Matthews, Mark Anthony M. Matera, and Fibor J. Tan
Nat. Hazards Earth Syst. Sci., 21, 1531–1550, https://doi.org/10.5194/nhess-21-1531-2021,https://doi.org/10.5194/nhess-21-1531-2021, 2021
Short summary
Invited perspectives: Landslide populations – can they be predicted?
Fausto Guzzetti
Nat. Hazards Earth Syst. Sci., 21, 1467–1471, https://doi.org/10.5194/nhess-21-1467-2021,https://doi.org/10.5194/nhess-21-1467-2021, 2021
Short summary
Glacier detachments and rock-ice avalanches in the Petra Pervogo range, Tajikistan (1973–2019)
Silvan Leinss, Enrico Bernardini, Mylène Jacquemart, and Mikhail Dokukin
Nat. Hazards Earth Syst. Sci., 21, 1409–1429, https://doi.org/10.5194/nhess-21-1409-2021,https://doi.org/10.5194/nhess-21-1409-2021, 2021
Short summary

Cited articles

Akgün, A.: A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision and likelihood ratio methods: case study at Izmir, Turkey, Landslides, 9, 93–106, 2012.
Aleotti, P. and Chowdhury, R.: Landslide Hazard Assessment: Summary, Review and New Perspectives, Bull. Eng. Geol. Environ., 58, 21–44, 1999.
Ardizzone, F., Cardinali, M., Carrara, A., Guzzetti, F., and Reichenbach, P.: Impact of mapping errors on the reliability of landslide hazard maps, Nat. Hazards Earth Syst. Sci., 2, 3–14, https://doi.org/10.5194/nhess-2-3-2002, 2002.
Atkinson, P. M. and Massari, R.: Generalized linear modeling of susceptibility to landsliding in the central Apennines, Italy, Comput. Geosci., 24, 373–385, 1998.
Bachmair, S. and Weiler, M.: Hillslope characteristics as controls of subsurface flow variability, Hydrol. Earth Syst. Sci., 16, 3699–3715, https://doi.org/10.5194/hess-16-3699-2012, 2012.
Download
Altmetrics
Final-revised paper
Preprint