Skip to main content
Top

2017 | OriginalPaper | Chapter

Deformation Monitoring of Volcanic Eruption Using DInSAR Method

Authors : P. Saranya, K. Vani

Published in: Computational Intelligence in Data Mining

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The high-resolution images provided by TerraSAR-X satellite is very much useful for the displacement monitoring of earth phenomenon. In this paper, a model is developed for the deformation monitoring of Kilauea volcano in Hawaii Island region. This deformation monitoring is done with the help of differential interferometric synthetic aperture radar (DInSAR) algorithms. For this, a two-pass TerraSAR-X dataset of Hawaii region is used. The input master and slave images are preprocessed to remove speckle from the image, and then atmospheric correction is made to get the noise-free data. The preprocessed data are co-registered and then interferogram is calculated from this co-registered master and slave images. Phase unwrapping is performed to remove the multiple phase in the images. After that the vertical, horizontal, and LOS displacement is calculated. The results of the proposed model are validated with existing DInSAR method.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Aster, R.C., R.P. Meyer, G. De Natale, A. Zollo, M. Martini, E. Del Pezzo, R. Scarpa and G. Iannaccone, Seismic Investigation of the Campi Flegrei: A summary and synthesis of results, Volcanic Seismology, IAVCEI Proceedings, 462–483, 1992. Aster, R.C., R.P. Meyer, G. De Natale, A. Zollo, M. Martini, E. Del Pezzo, R. Scarpa and G. Iannaccone, Seismic Investigation of the Campi Flegrei: A summary and synthesis of results, Volcanic Seismology, IAVCEI Proceedings, 462–483, 1992.
2.
go back to reference Briole, P., D. Massonnet, C. Delacourt, Post-eruptive deformation associated with the 1986-87 and 1989 lava flows of Etna detected by radar interferometry, Geophysics. Res. Lett., 24, 37–40, 1997. Briole, P., D. Massonnet, C. Delacourt, Post-eruptive deformation associated with the 1986-87 and 1989 lava flows of Etna detected by radar interferometry, Geophysics. Res. Lett., 24, 37–40, 1997.
3.
go back to reference Dvorak, J.J. and G. Berrino, Recent Ground Movement and Seismic Activity in Campi Flegrei, Southern Italy: Episodic Growth of a Resurgent Dome, J. Geophysics. Res., 96, B2, 2309–2323, 1991. Dvorak, J.J. and G. Berrino, Recent Ground Movement and Seismic Activity in Campi Flegrei, Southern Italy: Episodic Growth of a Resurgent Dome, J. Geophysics. Res., 96, B2, 2309–2323, 1991.
4.
go back to reference Lanari, R., P. Lundgren, and E. Sansosti, Dynamic Deformation of Etna Volcano observed by Satellite Radar Interferometry, Geophysics. Res. Lett., 25, 1541–1544, 1998. Lanari, R., P. Lundgren, and E. Sansosti, Dynamic Deformation of Etna Volcano observed by Satellite Radar Interferometry, Geophysics. Res. Lett., 25, 1541–1544, 1998.
5.
go back to reference Agustan, Kimata, F., Pamitro, Y.E. and Abidin, H.Z., 2012, Understanding the 2007–2008 eruption of Anak Krakatau Volcano by combining remote sensing technique and seismic data. International Journal of Applied Earth Observation and Geoformation, Volume 14, Issue 1, February 2012, Pages 73–82. Agustan, Kimata, F., Pamitro, Y.E. and Abidin, H.Z., 2012, Understanding the 2007–2008 eruption of Anak Krakatau Volcano by combining remote sensing technique and seismic data. International Journal of Applied Earth Observation and Geoformation, Volume 14, Issue 1, February 2012, Pages 73–82.
6.
go back to reference Hill, D. P., F. Pollitz, and C. Newhall, 2002, Earthquake-volcano interactions, Phys. Today, 55(11), 41–47. Hill, D. P., F. Pollitz, and C. Newhall, 2002, Earthquake-volcano interactions, Phys. Today, 55(11), 41–47.
7.
go back to reference Kriswati, E., Agustan, Loeqman A., Meilano, I., Pamitro, Y.E., Yunazwardi, M., Nurhayati, S., 2011, Inflation of Indonesian Volcanoes before the Eruption, Proceeding of 1st International Seminar of Environmental Geoscience in Asia. Kriswati, E., Agustan, Loeqman A., Meilano, I., Pamitro, Y.E., Yunazwardi, M., Nurhayati, S., 2011, Inflation of Indonesian Volcanoes before the Eruption, Proceeding of 1st International Seminar of Environmental Geoscience in Asia.
8.
go back to reference Shimada, M., 1999, Verification processor for SAR calibration and interferometry, Adv. Space Res. Vol. 23, No. 8, pp. 1477–1486. Shimada, M., 1999, Verification processor for SAR calibration and interferometry, Adv. Space Res. Vol. 23, No. 8, pp. 1477–1486.
9.
go back to reference FornaroG., G. Franceschetrti., Lanari, D, Rossia, and M. Tesauro, interferometric SAR phase unwrapping via the finite element method, IEEE Proc. Radar, Sonar, Navigation, 144, 266–274, 1997. FornaroG., G. Franceschetrti., Lanari, D, Rossia, and M. Tesauro, interferometric SAR phase unwrapping via the finite element method, IEEE Proc. Radar, Sonar, Navigation, 144, 266–274, 1997.
10.
go back to reference Lanari, R., Lundgren, P., Manzo, M. & Casu, F., 2004a. Satellite radar interferometry time series analysis of surface deformations for Los Angeles, California, Geophys. Res. Lett., 31. Lanari, R., Lundgren, P., Manzo, M. & Casu, F., 2004a. Satellite radar interferometry time series analysis of surface deformations for Los Angeles, California, Geophys. Res. Lett., 31.
11.
go back to reference Lanari, R., Mora, O., Manunta, M., Mallorqui, J., Berardino, P. & Sansosti, E., 2004b. A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms, IEEE Trans. Geosci. Remote Sens., 42(7), 1377–1386. Lanari, R., Mora, O., Manunta, M., Mallorqui, J., Berardino, P. & Sansosti, E., 2004b. A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms, IEEE Trans. Geosci. Remote Sens., 42(7), 1377–1386.
Metadata
Title
Deformation Monitoring of Volcanic Eruption Using DInSAR Method
Authors
P. Saranya
K. Vani
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-3874-7_68

Premium Partner