Abstract
Slope instability arisen along with dam construction is a common problem of great concern in reservoir areas. Thus, displacement monitoring of active slopes is of great importance for the safety of dam operation. The unstable Guobu slope is located only about 1.5 km away from Laxiwa hydropower station in upstream Yellow River. In this study, Synthetic Aperture Radar (SAR) datasets acquired by C-band Environmental Satellite (ENVISAT) Advanced Synthetic Aperture Radar (ASAR), L-band Advanced Land Observing Satellite 2 (ALOS-2) Phased Array type L-band Synthetic Aperture Radar 2 (PALSAR-2), and X-band TerraSAR-X covering different evolution stages of Guobu slope were collected to investigate the displacement history so as to facilitate understanding of its deformation and failure mechanisms. The displacements occurred during the past decade were quantitatively identified for the first time by SAR pixel offset tracking analyses. The results show that before the reservoir impoundment, the maximum accumulative displacements on the slope were more than 7 m from 2003 to 2008, while the post-impoundment displacements also exceeded 7 m in just 1 year from September 2009 to September 2010. Furthermore, this slope is still in active deformation up to now. Nevertheless, the displacement rates seem decreased recently according to the interferometric results of TerraSAR-X data pairs from September 2015 to March 2016.
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References
Baran I, Stewart M, Kampes B, Perski Z, Lilly P (2003) A modification to the Goldstein radar interferogram filter. IEEE Trans Geosci Remote Sens 41:2114–2118
Berardino P, Costantini M, Franceschetti G, Iodice A, Pietranera L, Rizzo V (2003) Use of differential SAR interferometry in monitoring and modelling large slope instability at Maratea (Basilicata, Italy). Eng Geol 68:31–51
Carpenter J (1984) Landslide risk along Lake Roosevelt. Master Thesis, Massachusetts Institute of Technology
Chen Q, Cheng H, Yang Y, Liu G, Liu L (2014) Quantification of mass wasting volume associated with the giant landslide Daguangbao induced by the 2008 Wenchuan earthquake from persistent scatterer InSAR. Remote Sens Environ 152:125–135
Cojean R, Caï YJ (2011) Analysis and modeling of slope stability in the three-Gorges dam reservoir (China)—the case of Huangtupo landslide. J Mt Sci 8:166–175
Colesanti C, Ferretti A, Prati C, Rocca F (2013) Monitoring landslides and tectonic motions with the permanent scatterers technique. Eng Geol 68:3–14
De Zan F (2014) Accuracy of incoherent speckle tracking for circular Gaussian signals. IEEE Geosci Remote Sens Lett 11:264–267
Ferretti A, Prati C, Rocca F (2001) Permanent scatterers in SAR interferometry. IEEE Trans Geosci Remote Sens 39:8–20
Gruber A, Wessel B, Martone M, Roth A (2016) The TanDEM-X DEM mosaicking: fusion of multiple acquisitions using InSAR quality parameters. IEEE J Sel Top Appl Earth Obs Remote Sens 9(3):1047–1057
Jiang M, Li Z, Ding X, Zhu J, Feng G (2011) Modeling minimum and maximum detectable deformation gradients of interferometric SAR measurements. Int J Appl Earth Obs Geoinf 13:766–777
Ju G (2011) Engineering geology study on weathered & unloaded granite rock mass in incised valley of Yellow River Laxiwa hydroelectric station. Master Thesis, Chengdu University of Technology
Li J, Fang X, Pan B, Zhao Z, Song Y (2001) Late Cenozoic intensive uplift of Qinghai-Xizang plateau and its impacts on environments in surrounding area. Quat Sci 21:381–391
Liao M, Jiang H, Wang Y, Wang T, Zhang L (2013) Improved topographic mapping through high-resolution SAR interferometry with atmospheric effect removal. ISPRS J Photogramm Remote Sens 80:72–79
Lin P, Liu X, Hu S, Li P (2016) Large deformation analysis of a high steep slope relating to the Laxiwa Reservoir, China. Rock Mech Rock Eng 49:2253–2276
Lu P, Catani F, Tofani V, Casagli N (2014) Quantitative hazard and risk assessment for slow-moving landslides from persistent scatterer interferometry. Landslides 11:685–696
Nishiguchi T, Tsuchiya S, Imaizumi F (2017) Detection and accuracy of landslide movement by InSAR analysis using PALSAR-2 data. Landslides. doi:10.1007/s10346-017-0821-z
Paronuzzi P, Rigo E, Bolla A (2013) Influence of filling–drawdown cycles of the Vajont reservoir on Mt. Toc slope stability. Geomorphology 191:75–93
Qu T, Lu P, Liu C, Wu H, Shao X, Wan H, Li N, Li R (2016) Hybrid-SAR technique: joint analysis using phase-based and amplitude-based methods for the Xishancun giant landslide monitoring. Remote Sens 8:874
Raspini F, Ciampalini A, Del Conte S, Lombardi L, Nocentini M, Gigli G, Ferretti A, Casagli N (2015) Exploitation of amplitude and phase of satellite SAR images for landslide mapping: the case of Montescaglioso (South Italy). Remote Sens 7:14576
Raucoules D, de Michele M, Malet JP, Ulrich P (2013) Time-variable 3D ground displacements from high-resolution synthetic aperture radar (SAR). Application to La Valette landslide (South French Alps). Remote Sens Environ 139:198–204
Sansosti E, Berardino P, Manunta M, Serafino F, Fornaro G (2006) Geometrical SAR image registration. IEEE Trans Geosci Remote Sens 44:2861–2870
Shi X, Zhang L, Balz T, Liao M (2015) Landslide deformation monitoring using point-like target offset tracking with multi-mode high-resolution TerraSAR-X data. ISPRS J Photogramm Remote Sens 105:128–140
Shi X, Liao M, Li M, Zhang L, Cunningham C (2016a) Wide-area landslide deformation mapping with multi-path ALOS PALSAR data stacks: a case study of Three Gorges Area, China. Remote Sens 8:136
Shi X, Liao M, Zhang L, Balz T (2016b) Landslide stability evaluation using high-resolution satellite SAR data in the Three Gorges area. Q J Eng Geol Hydrogeol 49:203–211
Sun G, Zheng H, Tang H, Dai F (2016) Huangtupo landslide stability under water level fluctuations of the Three Gorges reservoir. Landslides 13:1167–1179
Tang H, Li C, Hu X, Su A, Wang L, Wu Y, Criss R, Xiong C, Li Y (2015) Evolution characteristics of the Huangtupo landslide based on in situ tunneling and monitoring. Landslides 12:511–521
Wang J (2011) Research on formation mechanism of Guobu bank slope in front of Laxiwa hydropower station at Yellow River. Master Thesis, Chengdu University of Technology
Wang T, Jonsson S (2015) Improved SAR amplitude image offset measurements for deriving three-dimensional coseismic displacements. IEEE J Sel Top Appl Earth Obs Remote Sens 8:3271–3278
Wasowski J, Bovenga F (2014) Investigating landslides and unstable slopes with satellite multi temporal interferometry: current issues and future perspectives. Eng Geol 174:103–138
Wasowski J, Bovenga F (2015) Chapter 11—remote sensing of landslide motion with emphasis on satellite multitemporal interferometry applications: an overview. In: Davies JFS (ed) Landslide hazards, risks and disasters. Academic Press, Boston, pp 345–403
Yin Y, Zheng W, Liu Y, Zhang J, Li X (2010) Integration of GPS with InSAR to monitoring of the Jiaju landslide in Sichuan, China. Landslides 7:359–365
Zhang D, Wang G, Yang T, Zhang M, Chen S, Zhang F (2013) Satellite remote sensing-based detection of the deformation of a reservoir bank slope in Laxiwa Hydropower Station, China. Landslides 10:231–238
Zhao C, Zhang Q, Yin Y, Lu Z, Yang C, Zhu W, Li B (2013) Pre-, co-, and post- rockslide analysis with ALOS/PALSAR imagery: a case study of the Jiweishan rockslide, China. Nat Hazards Earth Syst Sci 13:2851–2861
Acknowledgements
This work was financially supported by the National Key Basic Research Program of China (Grant Nos. 2013CB733205, 2013CB733202, and 2013CB733204), the National Natural Science Foundation of China (Grant Nos. 61331016, 41521002, and 41271457), and the Fundamental Research Funds for the Central Universities, China University of Geosciences (Wuhan) (Grant No. CUG170634). The ALOS-2 PALSAR-2, ENVISAT ASAR, and TerraSAR-X datasets were provided by Japan Aerospace Exploration Agency (JAXA) through the ALOS-RA4 project (PI 1247 and 1440), European Space Agency (ESA) through the Dragon-3 program (id 10569), and German Aerospace Center (DLR) through the TerraSAR-X New Mode AO project (GEO2520). The TanDEM-X DEM is provide by DLR through AO project (DEM_GEOL0632).
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Shi, X., Zhang, L., Tang, M. et al. Investigating a reservoir bank slope displacement history with multi-frequency satellite SAR data. Landslides 14, 1961–1973 (2017). https://doi.org/10.1007/s10346-017-0846-3
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DOI: https://doi.org/10.1007/s10346-017-0846-3