Skip to main content

Sentinel-1 Data Analysis for Landslide Detection and Mapping: First Experiences in Italy and Spain

  • Conference paper
  • First Online:
Advancing Culture of Living with Landslides (WLF 2017)

Abstract

The differential interferometric SAR (DInSAR) technique is a powerful tool to detect and monitor ground deformation. In this paper we address an important DInSAR application, which is the detection and mapping of landslides. The potential of DInSAR to detect and monitor landslides has been extensively documented in the literature, mainly using the C-band data from the European Remote Sensing (ERS-1 and -2), Envisat and Radarsat missions. A significant improvement in landslide monitoring is expected by the SAR data of the two satellites Sentinel-1A and -1B of the European Space Agency. This paper describes the authors’ first experience using Sentinel-1 for landslide monitoring. The paper describes the data processing and analysis strategy, and then illustrates some deformation measurement results obtained over Italy and Spain.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Antonielli B, Monserrat O, Bonini M, Righini G, Sani F, Luzi G, Feyzullayev AA, Aliyev CS (2014) Pre-eruptive ground deformation of Azerbaijan mud volcanoes detected through satellite radar interferometry (DInSAR). Tectonophysics 637:163–177

    Article  Google Scholar 

  • Barra A, Monserrat O, Mazzanti P, Esposito C, Crosetto M, Scarascia Mugnozza G (2016) First insights on the potential of Sentinel-1 for landslides detection. Geomat Nat Hazards Risks 7(6):1874–1883

    Article  Google Scholar 

  • Carnec C, Massonnet D, King C (1996) Two examples of the use of SAR interferometry on displacement fields of small spatial extent. Geophys Res Lett 23(24):3579–3582

    Article  Google Scholar 

  • Crosetto M, Monserrat O, Cuevas-González M, Devanthéry N (2016) Persistent scatterer interferometry: a review. ISPRS J Photogr Remote Sens 115:78–89

    Article  Google Scholar 

  • Crosetto M, Monserrat O, Iglesias R, Crippa B (2010) Persistent scatterer interferometry: potential, limits and initial C- and X-band comparison. Photogr Eng Remote Sens 76(9):1061–1069

    Article  Google Scholar 

  • Dalla Via G, Crosetto M, Crippa B (2012) Resolving vertical and east-west horizontal motion from differential interferometric synthetic aperture radar: the L’Aquila earthquake. J Geophys Res 117(B2):5461–5476

    Article  Google Scholar 

  • Gabriel AK, Goldstein RM, Zebker HA (1989) Mapping small elevation changes over large areas: differential radar interferometry. J Geophys Res 94(B7):9183–9191

    Article  Google Scholar 

  • Galloway DL, Hudnut KW, Ingebritsen SE, Phillips SP, Peltzer G, Rogez F, Rosen PA (1998) Detection of aquifer system compaction and land subsidence using interferometric synthetic aperture radar, Antelope Valley, Mojave Desert, California. Water Resour Res 34(10):2573–2585

    Article  Google Scholar 

  • García-Davalillo JC, Herrera G, Notti D, Strozzi T, Álvarez-Fernández I (2014) DInSAR analysis of ALOS PALSAR images for the assessment of very slow landslides: the Tena Valley case study. Landslides 11(2):225–246

    Article  Google Scholar 

  • Goldstein RM, Engelhardt H, Kamb B, Frolich RM (1993) Satellite radar interferometry for monitoring ice sheet motion: application to an Antarctic ice stream. Science 262(5139):1525–1530

    Article  Google Scholar 

  • Massonnet D, Briole P, Arnaud A (1995) Deflation of Mount Etna monitored by spaceborne radar interferometry. Nature 375:567–570

    Article  Google Scholar 

  • Massonnet D, Feigl KL (1995) Discriminating geophysical phenomena in satellite radar interferograms. Geophys Res Lett 22:1537–1540

    Article  Google Scholar 

  • Massonnet D, Feigl KL (1998) Radar interferometry and its application to changes in the Earth’s surface. Rev Geophys 36(4):441–500

    Article  Google Scholar 

  • Massonnet D, Rossi M, Carmona C, Adragna F, Peltzer G, Feigl K, Rabaute T (1993) The displacement field of the Landers earthquake mapped by radar interferometry. Nature 364(6433):138–142

    Article  Google Scholar 

  • Prats-Iraola P, Scheiber R, Marotti L, Wollstadt S, Reigber A (2012) TOPS interferometry with TerraSAR-X. IEEE TGRS 50(8):3179–3188

    Google Scholar 

  • Yague-Martinez N, Prats-Iraola P, Rodriguez Gonzalez F, Brcic R, Shau R, Geudtner D, Eineder M, Bamler R (2016) Interferometric processing of Sentinel-1 TOPS data. IEEE Trans Geosci Remote Sens 54(4):2220–2234

    Article  Google Scholar 

Download references

Acknowledgements

This work has been partially funded by the Spanish Ministry of Economy and Competitiveness through the project MIDES (Ref: CGL2013-43000-P).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anna Barra .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Barra, A. et al. (2017). Sentinel-1 Data Analysis for Landslide Detection and Mapping: First Experiences in Italy and Spain. In: Mikoš, M., Arbanas, Ž., Yin, Y., Sassa, K. (eds) Advancing Culture of Living with Landslides. WLF 2017. Springer, Cham. https://doi.org/10.1007/978-3-319-53487-9_23

Download citation

Publish with us

Policies and ethics