Table of Contents Author Guidelines Submit a Manuscript
Journal of Sensors
Volume 2018, Article ID 8217565, 12 pages
https://doi.org/10.1155/2018/8217565
Research Article

Mapping Pyroclastic Flow Inundation Using Radar and Optical Satellite Images and Lahar Modeling

1Division of Science Education, Kangwon National University, 1 Kangwondaehak-gil, Chuncheon-si, Gangwon-do 24341, Republic of Korea
2Huffington Department of Earth Sciences, Southern Methodist University, 3225 Daniel Avenue, Dallas, TX 75205, USA

Correspondence should be addressed to Zhong Lu; ude.ums@ulgnohz

Received 29 May 2017; Revised 29 August 2017; Accepted 6 December 2017; Published 19 March 2018

Academic Editor: Jesus Corres

Copyright © 2018 Chang-Wook Lee et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. S.-P. Schilling, “LAHARZ: GIS programs for automated delineation of lahar hazard zones,” Tech. Rep., U.S. Geological Survey Open-file Report 98-638, Reston, Virginia, 1998. View at Google Scholar
  2. Global Volcanism Program, Smithsonian, http://volcano.si.edu/.
  3. D. Massonnet and K.-L. Feigl, “Radar interferometry and its application to changes in the Earth’s surface,” Reviews of Geophysics, vol. 36, no. 4, pp. 441–500, 1998. View at Publisher · View at Google Scholar · View at Scopus
  4. E. Rignot, “Changes in West Antarctic ice stream dynamics observed with ALOS PALSAR data,” Geophysical Research Letters, vol. 35, no. 12, 2008. View at Publisher · View at Google Scholar · View at Scopus
  5. A.-H.-M. Ng, H.-C. Chang, L. Ge, C. Rizos, and M. Omura, “Assessment of radar interferometry performance for ground subsidence monitoring due to underground mining,” Earth, Planets and Space, vol. 61, no. 6, pp. 733–745, 2009. View at Publisher · View at Google Scholar · View at Scopus
  6. Z. Lu, J.-W. Kim, H. Lee et al., “Helmand River hydrologic studies using ALOS PALSAR InSAR and ENVISAT altimetry,” Marine Geodesy, vol. 32, no. 3, pp. 320–333, 2009. View at Publisher · View at Google Scholar · View at Scopus
  7. H.-S. Jung, Z. Lu, and L. Zhang, “Feasibility of along-track displacement measurement from Sentinel-1 interferometric wide-swath mode,” IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp. 573–578, 2013. View at Publisher · View at Google Scholar · View at Scopus
  8. M.-E. Pritchard and M. Simons, “Surveying volcanic arcs with satellite radar interferometry: the central Andes, Kamchatka, and beyond,” GSA Today, vol. 14, no. 8, pp. 4–10, 2004. View at Publisher · View at Google Scholar
  9. Z. Lu and D. Dzurisin, InSAR Imaging of Aleutian Volcanoes: Monitoring a Volcanic Arc from Space, Springer-Verlag, Berlin Heidelberg, 2014. View at Publisher · View at Google Scholar
  10. E. Chaussard and F. Amelung, “Monitoring the ups and downs of Sumatra and Java with D-Insar time-series,” in American Geophysical Union, Fall Meeting, San Francisco, CA, USA, 2010, abstract G23C-0838.
  11. S. K. Ebmeier, J. Biggs, T. A. Mather, G. Wadge, and F. Amelung, “Steady downslope movement on the western flank of Arenal volcano, Costa Rica,” Geochemistry, Geophysics, Geosystems, vol. 11, no. 12, 2010. View at Publisher · View at Google Scholar · View at Scopus
  12. B. Philibosian and M. Simons, “A survey of volcanic deformation on Java using ALOS PALSAR interferometric time series,” Geochemistry, Geophysics, Geosystems, vol. 12, no. 11, 2011. View at Publisher · View at Google Scholar · View at Scopus
  13. R. Furuta, “Case study of small scale surface deformation detection using ALOS PALSAR differential interferometry,” in Proceedings of FRINGE 2009 Workshop, Frascati, Italy, 2009.
  14. E. Chaussard and F. Amelung, “Precursory inflation of shallow magma reservoirs at west Sunda volcanoes detected by InSAR,” Geophysical Research Letters, vol. 39, no. 21, 2012. View at Publisher · View at Google Scholar · View at Scopus
  15. C.-W. Lee, Z. Lu, H.-S. Jung, J.-S. Won, and D. Dzurisin, “Surface deformation of Augustine Volcano, 1992-2005, from multiple-interferogram processing using a refined Small Baseline Subset (SBAS) Interferometric Synthetic Aperture Radar (InSAR) approach,” in The 2006 Eruption of Augustine Volcano, Alaska, pp. 453–465, U.S. Geological Survey Professional Paper 1769, Alaska, USA, 2011. View at Google Scholar
  16. C.-W. Lee, Z. Lu, and H.-S. Jung, “Simulation of time-series surface deformation to validate a multi-interferogram InSAR processing technique,” International Journal of Remote Sensing, vol. 33, no. 22, pp. 7075–7087, 2012. View at Publisher · View at Google Scholar · View at Scopus
  17. Z. Lu, T. Masterlark, D. Dzurisin, R. Rykhus, and C. Wicks Jr., “Magma supply dynamics at Westdahl volcano, Alaska, modeled from satellite radar interferometry,” Journal of Geophysical Research: Solid Earth, vol. 108, no. B7, 2003. View at Publisher · View at Google Scholar
  18. Z. Lu, T. Masterlark, and D. Dzurisin, “Interferometric synthetic aperture radar study of Okmok volcano, Alaska, 1992–2003: magma supply dynamics and postemplacement lava flow deformation,” Journal of Geophysical Research: Solid Earth, vol. 110, no. B2, 2005. View at Publisher · View at Google Scholar · View at Scopus
  19. T. Masterlark, “Magma intrusion and deformation predictions: sensitivities to the Mogi assumptions,” Journal of Geophysical Research: Solid Earth, vol. 112, no. B6, 2007. View at Publisher · View at Google Scholar · View at Scopus
  20. H. S. Jung, Z. Lu, J. S. Won, M. P. Poland, and A. Miklius, “Mapping three-dimensional surface deformation by combining multiple-aperture interferometry and conventional interferometry: application to the June 2007 eruption of Kilauea volcano, Hawaii,” IEEE Geoscience and Remote Sensing Letters, vol. 8, no. 1, pp. 34–38, 2011. View at Publisher · View at Google Scholar · View at Scopus
  21. C.-W. Lee, “Baekdusan volcano time-series analysis from 1992 to 1998 using multi-interferogram InSAR processing,” Terrestrial, Atmospheric and Oceanic Sciences, vol. 25, no. 6, p. 743, 2014. View at Publisher · View at Google Scholar · View at Scopus
  22. C. W. Lee, Z. Lu, J. W. Kim, and S. K. Lee, “Volcanic activity analysis of Mt. Sinabung in Indonesia using InSAR and GIS techniques,” in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 4793–4796, Milan, Italy, 2015. View at Publisher · View at Google Scholar · View at Scopus
  23. C. W. Lee, S. K. Lee, Z. Lu, and J. W. Kim, “Volcanic activity analysis of Mt. Sinabung in Indonesia using remote sensing and GIS techniques,” in Near-Surface Asia Pacific Conference, pp. 150–153, Waikoloa, HI, USA, 2015. View at Publisher · View at Google Scholar
  24. C. W. Lee, Z. Lu, and J. W. Kim, “Monitoring Mount Sinabung in Indonesia using multi-temporal InSAR,” Korean Journal of Remote Sensing, vol. 33, no. 1, pp. 37–46, 2017. View at Publisher · View at Google Scholar
  25. C. Widiwijayanti, B. Voight, D. Hidayat, and S.-P. Schilling, “Objective rapid delineation of areas at risk from block-and-ash pyroclastic flows and surges,” Bulletin of Volcanology, vol. 71, no. 6, pp. 687–703, 2009. View at Publisher · View at Google Scholar · View at Scopus
  26. B.-E. Hubbard, M.-F. Sheridan, G. Carrasco-Nunez, R. Diaz-Castellon, and S.-R. Rodriguez, “Comparative lahar hazard mapping at Volcan Citlaltépetl, Mexico using SRTM, ASTER and DTED-1 digital topographic data,” Journal of Volcanology and Geothermal Research, vol. 160, no. 1-2, pp. 99–124, 2007. View at Publisher · View at Google Scholar · View at Scopus
  27. R.-M. Iverson, S.-P. Schilling, and J.-W. Vallance, “Objective delineation of lahar-inundation hazard zones,” Geological Society of America Bulletin, vol. 110, no. 8, pp. 972–984, 1998. View at Publisher · View at Google Scholar
  28. C.-W. Lee, M. Cho, and Y.-J. Choi, “Satellite imagery correction method and system,” Korea Patent 10-1303730, 2013.
  29. C.-W. Lee, Z. Lu, J.-S. Won, H.-S. Jung, and D. Dzurisin, “Dynamic deformation of Seguam Island, Alaska, 1992–2008, from multi-interferogram InSAR processing,” Journal of Volcanology and Geothermal Research, vol. 260, pp. 43–51, 2013. View at Publisher · View at Google Scholar · View at Scopus
  30. G. Nico, R. Tome, J. Catalao, and P. M. A. Miranda, “On the use of the WRF model to mitigate tropospheric phase delay effects in SAR interferograms,” IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 12, pp. 4970–4976, 2011. View at Publisher · View at Google Scholar · View at Scopus
  31. J. Catalao, G. Nico, R. Hanssen, and C. Catita, “Merging GPS and atmospherically corrected InSAR data to map 3-D terrain displacement velocity,” IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 6, pp. 2354–2360, 2011. View at Publisher · View at Google Scholar · View at Scopus
  32. K. Mogi, “Relations between the eruptions of various volcanoes and the deformations of the ground surfaces around them,” Bulletin of the Earthquake Research Institute, vol. 36, pp. 99–134, 1958. View at Google Scholar
  33. R.-J. Blong, “Volcanic hazards risk assessment,” in Monitoring and Mitigation of Volcanic Hazards, pp. 675–698, Springer, Berlin, Heidelberg, 1996. View at Publisher · View at Google Scholar
  34. A.-R. Darnell, J.-C. Phillips, J. Barclay, R.-A. Herd, A.-A. Lovett, and P.-D. Cole, “Developing a simplified geographical information system approach to dilute lahar modelling for rapid hazard assessment,” Bulletin of Volcanology, vol. 75, no. 4, 2013. View at Publisher · View at Google Scholar · View at Scopus
  35. E. Chaussard, F. Amelung, and Y. Aoki, “Characterization of open and closed volcanic systems in Indonesia and Mexico using InSAR time series,” Journal of Geophysical Research: Solid Earth, vol. 118, no. 8, pp. 3957–3969, 2013. View at Publisher · View at Google Scholar · View at Scopus
  36. C.-S. Magirl, P.-G. Griffiths, and R.-H. Webb, “Analyzing debris flows with the statistically calibrated empirical model LAHARZ in southeastern Arizona, USA,” Geomorphology, vol. 119, no. 1-2, pp. 111–124, 2010. View at Publisher · View at Google Scholar · View at Scopus
  37. D. O. Dorta, G. Toyos, C. Oppenheimer, M. T. Pareschi, R. Sulpizio, and G. Zanchetta, “Empirical modelling of the May 1998 small debris flows in Sarno (Italy) using LAHARZ,” Natural Hazards, vol. 40, no. 2, pp. 381–396, 2007. View at Publisher · View at Google Scholar · View at Scopus
  38. M. Iguchi, K. Ishihara, Surono, and M. Hendrasto, “Learn from 2010 Eruptions at Merapi and Sinabung Volcanoes in Indonesia,” Disaster Prevention Research Institute Annuals, vol. 54, no. B, pp. 185–194, 2011. View at Google Scholar