First insights on the potential of Sentinel-1 for landslides detection

被引:79
作者
Barra, Anna [1 ]
Monserrat, Oriol [1 ]
Mazzanti, Paolo [2 ,3 ]
Esposito, Carlo [2 ]
Crosetto, Michele [1 ]
Mugnozza, Gabriele Scarascia [2 ,3 ]
机构
[1] CTTC, Div Geomat, Barcelona, Spain
[2] Univ Roma La Sapienza, Dipartimento Sci Terra, Rome, Italy
[3] Univ Roma La Sapienza, NHAZCA Srl, Rome, Italy
关键词
InSAR; Sentinel-1; landslide inventory map; landslide activity; monitoring; INTERFEROMETRY;
D O I
10.1080/19475705.2016.1171258
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This paper illustrates the potential of Sentinel-1 for landslide detection, mapping and characterization with the aim of updating inventory maps and monitoring landslide activity. The study area is located in Molise, one of the smallest regions of Italy, where landslide processes are frequent. The results achieved by integrating Differential Synthetic Aperture Radar Interferometry (DInSAR) deformation maps and time series, and Geographical Information System (GIS) multilayer analysis (optical, geological, geomorphological, etc.) are shown. The adopted methodology is described followed by an analysis of future perspectives. Sixty-two landslides have been detected, thus allowing the updating of pre-existing landslide inventory maps. The results of our ongoing research show that Sentinel-1 might represent a significant improvement in terms of exploitation of SAR data for landslide mapping and monitoring due to both the shorter revisit time (up to 6days in the close future) and the wavelength used, which determine an higher coherence compared to other SAR sensors.
引用
收藏
页码:1874 / 1883
页数:10
相关论文
共 21 条
[1]  
[Anonymous], 2013, Landslide Science and Practice, DOI DOI 10.1007/978-3-642-31325-7_38
[2]  
[Anonymous], 2001, RADAR INTERFEROMETRY
[3]  
Aucelli PPC, 2001, GEOGR FIS DIN QUAT, V24, P3
[4]   Landslide hazard and risk mapping at catchment scale in the Arno River basin [J].
Catani, F ;
Casagli, N ;
Ermini, L ;
Righini, G ;
Menduni, G .
LANDSLIDES, 2005, 2 (04) :329-342
[5]   Remote sensing as tool for development of landslide databases: The case of the Messina Province (Italy) geodatabase [J].
Ciampalini, Andrea ;
Raspini, Federico ;
Bianchini, Silvia ;
Frodella, William ;
Bardi, Federica ;
Lagomarsino, Daniela ;
Di Traglia, Federico ;
Moretti, Sandro ;
Proietti, Chiara ;
Pagliara, Paola ;
Onori, Roberta ;
Corazza, Angelo ;
Duro, Andrea ;
Basile, Giuseppe ;
Casagli, Nicola .
GEOMORPHOLOGY, 2015, 249 :103-118
[6]   How to assess landslide activity and intensity with Persistent Scatterer Interferometry (PSI): the PSI-based matrix approach [J].
Cigna, Francesca ;
Bianchini, Silvia ;
Casagli, Nicola .
LANDSLIDES, 2013, 10 (03) :267-283
[7]   A novel phase unwrapping method based on network programming [J].
Costantini, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (03) :813-821
[8]   Interferometric SAR monitoring of the Vallcebre landslide (Spain) using corner reflectors [J].
Crosetto, M. ;
Gili, J. A. ;
Monserrat, O. ;
Cuevas-Gonzalez, M. ;
Corominas, J. ;
Serral, D. .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2013, 13 (04) :923-933
[9]   Spaceborne Differential SAR Interferometry: Data Analysis Tools for Deformation Measurement [J].
Crosetto, Michele ;
Monserrat, Oriol ;
Cuevas, Maria ;
Crippa, Bruno .
REMOTE SENSING, 2011, 3 (02) :305-318
[10]  
Cruden DM., 1996, SPEC REP NATL RES CO, V247, P36