GIS analysis to assess landslide susceptibility in a fluvial basin of
NW Sicily (Italy)
Christian Conoscenti, Cipriano Di Maggio, Edoardo Rotigliano
⁎
Dipartimento di Geologia e Geodesia, Università degli Studi di Palermo, Corso Tukory 131, 90134, Palermo, Italy
Received 2 May 2005; received in revised form 29 March 2006; accepted 7 October 2006
Available online 22 June 2007
Abstract
Landslide hazard assessment, effected by means of geostatistical methods, is based on the analysis of the relationships between
landslides and the spatial distributions of some instability factors. Frequently such analyses are based on landslide inventories in
which each record represents the entire unstable area and is managed as a single instability landform. In this research, landslide
susceptibility is evaluated through the study of a variety of instability landforms: landslides, scarps and areas uphill from crown.
The instability factors selected were: bedrock lithology, steepness, topographic wetness index and stream power index. The
instability landform densities computed for all the factors, which were arranged in Unique Condition Unit, allowed us to derive a
total of three prediction images for each landslide typology. The role of the instability factors and the effects generated by the use of
different landforms were analyzed by means of: a) bivariate analysis of the relationships between factors and landslide density; b)
predictive power validations of the prediction images, based on a random partition strategy.
The test area was the Iato River Basin (North-Western Sicily), whose slopes are moderately involved in flow and rotational slide
landslides (219 and 28, respectively). The area is mainly made up of the following complexes: Numidian Flysch clays (19%, 1%),
Terravecchia sandy clays (5%, 1%), Terravecchia clayey sands (3%, 0.3%) and San Cipirello marly clays (9%, 0%). The steepness
parameter shows the highest landslide density in the [11–19°] class for both the typologies (8%, 1%), even if the density
distributions for rotational slides are right-asymmetric and right-shifted. We obtained significant differences in shape when we used
different instability landforms. Unlike scarps and areas uphill from crowns, landslide areas produce left-asymmetric and left-shifted
density distributions for both the typologies. As far as the topographic wetness index is concerned, much more pronounced
differences were detected among the instability landforms of rotational slides. In contrast, the flow landslides produce normal-like
density distributions. The latter and the rotational slide landslide areas produce the highest density values in the class [5.5–6.7],
despite an abrupt decreasing trend starting from the first class [3.2–4.4], which is generated by the density values of the rotational
slide scarps and areas uphill from crowns. The stream power index at the foot of the slopes, which was automatically derived using
a GIS-procedure, shows a positive correlation with the landslide densities marked by the maximum classes: [4.8–6.0] for flows,
and [6.0–7.2] for rotational slides. The validation procedure results confirmed that the choice of instability landform influences the
results of the susceptibility analysis. Furthermore, the validation procedure indicates that: a) the predictive models are generally
satisfactory; b) scarps and zones uphill from crown areas are the most diagnostically unstable landforms, for flow and rotational
slide landslides respectively.
© 2007 Elsevier B.V. All rights reserved.
Keywords: Landslide susceptibility; GIS-analysis; Instability landforms; Topographic attributes; Sicily
Available online at www.sciencedirect.com
Geomorphology 94 (2008) 325 – 339
www.elsevier.com/locate/geomorph
⁎
Corresponding author. Tel.: +39 091 7041024; fax: +39 091 7041041.
E-mail address: rotigliano@unipa.it (E. Rotigliano).
0169-555X/$ - see front matter © 2007 Elsevier B.V. All rights reserved.
doi:10.1016/j.geomorph.2006.10.039