Skip to main content

Advertisement

Log in

A study of landslide deformation fields with a digital correlation method

  • Original Paper
  • Published:
Natural Hazards Aims and scope Submit manuscript

Abstract

Landslides are a form of geological disaster. Landslide development around the Three Gorges Dam is affected by many factors, such as the dam’s water storage cycle, flood discharge and precipitation. In this work, we investigated the Woshaxi landslide in Zigui County, Hubei Province. We gathered landslide images from April to May 2015, using digital cameras to observe the landslide surface. The landslide images were analyzed with a digital correlation method to obtain a landslide deformation field. The overall displacement was distributed non-uniformly, with displacements of up to 50 cm. We found landslide movement is a non-uniform and non-rigid body motion. By integrating the speckle method, grayscale feature search and other related methods, we not only succeeded in dealing with landslide data at various scales and levels, but also solved problems such as the registration of collected images and peering of gray levels. We calculated the displacement variation and direction of all landslide points and obtained the landslide displacement distribution. The method’s indoor calibration test error was within an acceptable range. This method is a good candidate for landscape monitoring due to its convenient operation, low cost and ability to extract useful information from a huge amount of data.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Ahmet SF (2010) Mapping and monitoring temporal changes for coastline and coastal area by using aerial data images and digital pho-togrammetry: a case study from Samsun, Turkey. Int J Phys Sci 5:1567–1575

    Google Scholar 

  • Fu WX (2007) Study of DInSAR monitoring method for landslide movement in the low correlation zone: Shuping landslide as an example. Dissertation, Nanjing University

  • Gao JX, Zhou XG (1995) Principle and applications of digital speckle correlation method. Acta Mech Sin 27:724–731

    Google Scholar 

  • Gonzalez RC, Woods RE (2001) Digital image processing, 2nd edn. Prentice Hall, Upper Saddle River, NJ

    Google Scholar 

  • Haneberg WC (2008) Using close range terrestrial digital photogrammetry for 3-D rock slope modeling and discontinuity mapping in the United States. Bull Eng Geol Environ 67:457–469

    Article  Google Scholar 

  • Hu HB (2008) Interferometric synthetic aperture radar and its application of landslide monitoring. Dissertation, China University of Geosciences

  • Huo ZT, Zhang YM, Jin WQ et al (2006) New technology and method on the slope monitoring in the Three Gorges Reservoir. Geol Miner Resour South China 4:69–74

    Google Scholar 

  • Jin GC (2007) Computer aided optical measurement. Tsinghua University Press, Beijing

    Google Scholar 

  • Lai JF, Li XX, Wang ZX (2008) Application of measurement robot in Jinpingzi landslide deformation monitoring. J Geomat 33:22–23

    Google Scholar 

  • Li XF (2011) The application of the correlation calculation method on solving landslide deformation: shuping landslide as an example. Dissertation, Peking University

  • Li YN, Feng XL (2007) Application of GPS technique for landslide monitoring in Yunyang County of the Three Gorges Reservoir area. Chin J Geol Hazard Control 18:124–127

    Google Scholar 

  • Ma SP, Xu XH, Zhao YH (2004) The Geo-DSCM system and its application to the deformation measurement of rock materials. Int J Rock Mech Min Sci 41:411–412

    Article  Google Scholar 

  • Ma SP, Zhao YH, Jin GC et al (2005a) Review on application of optical measurement methods to experimental inspection of rock mechanics. Chin J Rock Mech Eng 24:160–165

    Google Scholar 

  • Ma SP, Jin GC, Zhao YH (2005b) A hybrid method for sub-pixel registration of digital speckle correlation method. Opt Tech 31:871–877

    Google Scholar 

  • Ma SP, Liu SJ, Zhao YH (2006a) Gray correlation of digital images from loaded rock specimen surface to evaluate its damage evolution. Chin J Rock Mech Eng 25:590–595

    Google Scholar 

  • Ma SP, Wang LG, Zhao YH (2006b) Experimental study on deformation field evolution during failure procedure of a rock borehole structure. Rock Soil Mech 27:1082–1086

    Google Scholar 

  • Ohnishi Y, Nishiyama S, Yano T et al (2006) A study of the application of digital photogrammetry to slope mon-itoring systems. Int J Rock Mech Min Sci 43:756–766

    Article  Google Scholar 

  • Pan B, Qian K, Xie H, Asundi A (2009) Two-dimensional digital image correlation for in-plane displacement and strain measurement: a review. Meas Sci Technol 20:062001

    Article  Google Scholar 

  • Peng XM, Zhang YM et al (2004) Some typical landslide deformation and monitoring in Zigui County after the impoundment of the Three Gorges Reservoir. In: Workshop of the geological hazard investigation and monitoring

  • Qiao XJ, Li SS, You XZ et al (2002) Monitoring crustal deformation by GPS and InSAR in the Three Gorge Area. Wuhan Univ J Nat Sci 7:451–457

    Article  Google Scholar 

  • Schreier HW, Braasch JR, Sutton MA (2000) Systematic errors in digital image correlation caused by intensity interpolation. Opt Eng 39:2915–2921

    Article  Google Scholar 

  • Sheng YH, Yan ZG, Song JL (2003) Monitoring technique for mining subsidence with digital terrestrial photogrammetry. J China Univ Min Technol 32:411–415

    Google Scholar 

  • Shi YX, Zhang Q, Meng XW (2008) The application of distributed optical fiber sensing technology in landslide monitoring. J Jilin Univ (Earth Science Edition) 38:820–824

    Google Scholar 

  • Sutton MA (ed) (2008) Digital image correlation for shape and deformation measurements. In: Handbook of experimental solid mechanics. Springer, Manhattan, pp 565–600

  • Tian SL, Ge XR, Tu ZJ (2006) Testing study on digital close-range photogrammetry for measuring deformations of tunnel and underground spaces. Chin J Rock Mech Eng 25:1309–1315

    Google Scholar 

  • Wang H (2016) Solve the deformation field of landslide with comprehensive application of digital correlation method and dynamical model. Dissertation, Peking University

  • Wang HW, Kang YL, Xie HP (2005) Advance in digital speckle correlation method and its application. Adv Mech 35:195–203

    Google Scholar 

  • Wang F, Zhang YM, Huo ZT et al (2008) Movement of the Shuping landslide in the first four years after the initial impoundment of the Three Gorges Dam Reservoir, China. Landslides 5:321–329

    Article  Google Scholar 

  • Wang T, Perissin D, Rocca F et al (2011) Three Gorges Dam stability monitoring with time-series InSAR image analysis. Sci China Earth Sci 1:110–123

    Google Scholar 

  • Xiang X, Wang YL (2010) Application of close-range photogrammetry in slope deformation monitoring. Coal Geol China 22:66–69

    Google Scholar 

  • Yang WN, Pu GL, Zheng PY et al (2003) Digital processing and information extraction of multi-type and multi-temporal remote sensing images for geological hazard in the Yangtze Three Gorges project region, China. J Chengdu Univ Technol (Science and Technology Edition) 30:378–385

    Google Scholar 

  • Yu QF, Shang Y (2009) Study of the principle and application of videogrammetry. Science Press, Beijing

    Google Scholar 

  • Yu QF, Ding XH, Lei ZH, Huang PY (2002) Optical measurement system for bridge displacement and vibration. In: Proceedings of SPIE, vol 4537, pp 174–177

  • Zhang JY, Yan EC, Xue XQ et al (2005) The application of BOTDR on geological hazards monitoring in Three Gorges. Earth Environ 33:355–358

    Google Scholar 

  • Zhang HW, Wang SM, Huo ZT et al (2006) Monitoring analysis of Baijiabao landslide deformation. Yangtze River 37:95–97

    Google Scholar 

  • Zhou HP (2010) Study of close-shot photography measurement monitoring technology in surface mine slope. Opencast Min Technol 5:45–47

    Google Scholar 

  • Zhou XL, Li RZ, Liang WX et al (2014) Studies on the information monitoring method for landslide geological disasters. Surv Mapp Sichuan 4:173–177

    Google Scholar 

Download references

Acknowledgements

We thank the Natural Science Foundation of China for supporting this paper. The Project Support Numbers are 41274094, 40821062 and 40872133. We also thank Rebecca Lee and Adrienne Kwok for comments and suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qiong Zhang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhao, Y., Wang, H., Zhang, Q. et al. A study of landslide deformation fields with a digital correlation method. Nat Hazards 89, 859–869 (2017). https://doi.org/10.1007/s11069-017-2997-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11069-017-2997-x

Keywords

Navigation