Permanent Scatterers for landslide investigations: outcomes from the ESA-SLAM project

被引:197
作者
Farina, Paolo [1 ]
Colombo, Davide
Fumagalli, Alfio
Marks, Florian
Moretti, Sandro
机构
[1] Univ Florence, Dept Earth Sci, I-50121 Florence, Italy
[2] Tele Rilevamento Europa TRE SRL, Milan, Italy
关键词
space-borne SAR interferometry; permanent scatterers; high resolution satellite imagery; landslides; monitoring;
D O I
10.1016/j.enggeo.2006.09.007
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Within the SLAM project (Service for Landslide Monitoring), launched in 2003 by the European Space Agency (ESA) the Permanent Scatterers (PS) technique, a multi-image interferometric approach, coupled with the interpretation of aerial-photos and optical satellite images, was carried out for landslide investigations. The PS analysis was applied at a regional scale as support for landslide inventory mapping and at local scale for the monitoring of single well-known slope movements. For the integration of the PS measurements within a landslide inventory the Arno river basin (Italy) was chosen as test site for the presence of a high number of mass movements (to date about 300 areas at high landslide risk and more than 27,000 individual landslides mapped by the institutional authorities). About 350 SAR images have been interferometrically processed by means of the PS technique, with the detection of about 600,000 PS. The use of optical images contributed spatial meaning to the point-wise information provided by the PS, making it easier to identify terrain features related to slope instability and the landslide boundaries. Here we describe the employed methodology and its impact in the updating of a preexisting landslide inventory. 6.8% of the total number of landslides were characterized by ground displacement measurements from the PS: 6.1% of already mapped landslides and 0.8% of new unstable areas detected through the PS analysis. Moreover, most of the PS are located in urban areas, showing that the proposed methodology is suitable for landslide mapping in areas with a quite high density of urbanization, but that over vegetated areas it still suffers from the limitations induced by the current space-borne SAR missions (e.g. temporal de-correlation). On the other hand, the use of InSAR for the monitoring of single slow landslides threatening built-up areas has provided satisfactory results, allowing the measurement of superficial deformations with high accuracy on the landslide sectors characterized by a good radar reflectivity and coherence. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:200 / 217
页数:18
相关论文
共 47 条
[1]  
Achache J, 1996, InERS Applications, V383, P165
[2]   A critical review of landslide monitoring experiences [J].
Angeli, MG ;
Pasuto, A ;
Silvano, S .
ENGINEERING GEOLOGY, 2000, 55 (03) :133-147
[3]   Ground-based SAR interferometry for monitoring mass movements [J].
Antonello, G. ;
Casagli, N. ;
Farina, P. ;
Leva, D. ;
Nico, G. ;
Sieber, A. J. ;
Tarchi, D. .
LANDSLIDES, 2004, 1 (01) :21-28
[4]   Use of differential SAR interferometry in monitoring and modelling large slope instability at Maratea (Basilicata, Italy) [J].
Berardino, P ;
Costantini, M ;
Franceschetti, G ;
Iodice, A ;
Pietranera, L ;
Rizzo, V .
ENGINEERING GEOLOGY, 2003, 68 (1-2) :31-51
[5]   A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms [J].
Berardino, P ;
Fornaro, G ;
Lanari, R ;
Sansosti, E .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (11) :2375-2383
[6]   Landslide inventory in a rugged forested watershed: a comparison between air-photo and field survey data [J].
Brardinoni, F ;
Slaymakerl, O ;
Hassan, MA .
GEOMORPHOLOGY, 2003, 54 (3-4) :179-196
[7]  
CANUTI P., 1979, P S IAEG, P195
[8]  
CANUTI P., 1986, MEM SOC GEOL ITAL, V31, P307
[9]   Two examples of the use of SAR interferometry on displacement fields of small spatial extent [J].
Carnec, C ;
Massonnet, D ;
King, C .
GEOPHYSICAL RESEARCH LETTERS, 1996, 23 (24) :3579-3582
[10]   On the application of SAR interferometry to geomorphological studies: Estimation of landform attributes and mass movements [J].
Catani, F ;
Farina, P ;
Moretti, S ;
Nico, G ;
Strozzi, T .
GEOMORPHOLOGY, 2005, 66 (1-4) :119-131