Landslide susceptibility modeling assisted by Persistent Scatterers Interferometry (PSI): an example from the northwestern coast of Malta

被引:58
作者
Piacentini, Daniela [1 ]
Devoto, Stefano [2 ]
Mantovani, Matteo [3 ]
Pasuto, Alessandro [3 ]
Prampolini, Mariacristina [4 ]
Soldati, Mauro [4 ]
机构
[1] Univ Urbino, Dept Earth Life & Environm Sci, I-61029 Urbino, Italy
[2] Univ Trieste, Dept Math & Geosci, I-34127 Trieste, Italy
[3] Natl Res Council Italy, Res Inst Geohydrol Protect, CNR IRPI, I-35127 Padua, Italy
[4] Univ Modena & Reggio Emilia, Dept Chem & Geol Sci, I-41121 Modena, Italy
关键词
Landslides; PSI; WoE; Susceptibility; Malta; Mediterranean Sea; PERMANENT SCATTERERS; HAZARD; GIS; EARTHQUAKE; ISLANDS; WEIGHT;
D O I
10.1007/s11069-015-1740-8
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Persistent Scatterers Interferometry (PSI) techniques are widely employed in geosciences to detect and monitor landslides with high accuracy over large areas, but they also suffer from physical and technological constraints that restrict their field of application. These limitations prevent us from collecting information from several critical areas within the investigated region. In this paper, we present a novel approach that exploits the results of PSI analysis for the implementation of a statistical model for landslide susceptibility. The attempt is to identify active mass movements by means of PSI and to avoid, as input data, time-/cost-consuming and seldom updated landslide inventories. The study has been performed along the northwestern coast of Malta (central Mediterranean Sea), where the peculiar geological and geomorphological settings favor the occurrence of a series of extensive slow-moving landslides. Most of these consist in rock spreads, evolving into block slides, with large limestone blocks characterized by scarce vegetation and proper inclination, which represent suitable natural radar reflectors for applying PSI. Based on geomorphometric analyses and geomorphological investigations, a series of landslide predisposing factors were selected and a susceptibility map created. The result was validated by means of cross-validation technique, field surveys and global navigation satellite system in situ monitoring activities. The final outcome shows a good reliability and could represent an adequate response to the increasing demand for effective and low-cost tools for landslide susceptibility assessment.
引用
收藏
页码:681 / 697
页数:17
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