DETECTING DEFORMATION DUE TO THE 2018 MERAPI VOLCANO ERUPTION USING INTERFEROMETRIC SYNTHETIC APERTURE RADAR (INSAR) FROM SENTINEL-1 TOPS

Suwarsono Suwarsono, Indah Prasasti, Jalu Tejo Nugroho, Jansen Sitorus, Rahmat Arief, Khalifah Insan Nur Rahmi, Djoko Triyono

Abstract

This paper describes the application of Sentinel-1 TOPS (Terrain Observation with Progressive Scans), the latest generation of SAR satellite imagery, to detect displacement of the Merapi volcano due to the May–June 2018 eruption. Deformation was detected by measuring the vertical displacement of the surface topography around the eruption centre. The Interferometric Synthetic Aperture Radar (InSAR) technique was used to measure the vertical displacement. Furthermore, several Landsat-8 Thermal Infra Red Sensor (TIRS) imageries were used to confirm that the displacement was generated by the volcanic eruption. The increasing temperature of the crater was the main parameter derived using the Landsat-8 TIRS, in order to determine the increase in volcanic activity. To understand this phenomenon, we used Landsat-8 TIRS acquisition dates before, during and after the eruption. The results show that the eruption in the May–June 2018 period led to a small negative vertical displacement. This vertical displacement occurred in the peak of volcano range from -0.260 to -0.063 m. The crater, centre of eruption and upper slope of the volcano experienced negative vertical displacement. The results of the analysis from Landsat-8 TIRS in the form of an increase in temperature during the 2018 eruption confirmed that the displacement detected by Sentinel-1 TOPS SAR was due to the impact of volcanic activity. Based on the results of this analysis, it can be seen that the integration of SAR and thermal optical data can be very useful in understanding whether deformation is certain to have been caused by volcanic activity.

Keywords

Vertical displacement; Landsat-8 TIRS; InSAR; Sentinel-1 TOPS SAR

Full Text:

PDF

References

Bignami, C, Ruch, J, Chini, M. et al. (2013). Pyroclastic density current volume estimation after the 2010 Merapi volcano eruption using X-band SAR. Journal of Volcanology and Geothermal Research, 261, http://dx.doi.org/10.1016/j.jvolgeores.2013.03.023

Blackett, M. (2014). Early analysis of Landsat-8 thermal infrared sensor imagery of volcanic activity. Remote Sensing 6, 2282-2295; doi:10.3390/rs6032282

Charbonnier, S. J, Germa, A., & Connor, C. B. (2013). Evaluation of the impact of the 2010 pyroclastic density currents at Merapi volcano from high-resolution satellite imagery, field investigations and numerical simulations. Journal of Volcanology and Geothermal Research, 261, 295–315.

Costantini, M. (1998). A novel phase unwrapping method based on network programming. IEEE Transactions on Geoscience and Remote Sensing, 36, 813–821.

Czikhardt, R., Papco, J., Bakon, M. et al. (2017). Ground stability monitoring of undermined and landslide prone areas by means of Sentinel-1 Multi-Temporal InSAR, Case Study from Slovakia. Geosciences, 7, 87.

Farr, T. G, & Kobrick, M. (2000). Shuttle radar topography mission produces a wealth of data. Eos, Transactions American Geophysical, 81(48), 583–585.

Goldstein, R. M, & Werner, C. L. (1998). Radar interferogram filtering for geophysical applications. Geophysical Research Letters, 25(21), 4035–4038.

Hamilton., W (1979). Tectonics of the Indonesian region. USGS Professional Paper 1078, 1–345.

Irons, J. R., Dwyer, J. L., & Barsi, J. A. (2012). The next Landsat satellite: The Landsat Data Continuity Mission. Remote Sensing of Environment, 122, 11–21.

Kusumadinata (ed) (1979). Data Dasar Gunungapi Indonesia. Direktorat Vulkanologi, Departemen Pertambangan dan Energi Republik Indonesia, Bandung.

Martinez, N. Y., Iraola, P. P., Rodriguez, G. et al. (2016). Interferometric Processing of Sentinel-1 TOPS Data. IEEE Transactions on Geoscience and Remote Sensing, 54(4), 2220–2233.

Pallister, J. S., Schneider, D. J., Griswold, J. P. et al. (2013). Merapi 2010 eruption—Chronology and extrusion rates monitored with satellite radar and used in eruption forecasting. Journal of Volcanology and Geothermal Research, 261, 144–152.

Periasamy, S. (2018). Significance of dual polarimetric synthetic aperture radar in biomass retrieval: An attempt on Sentinel-1. Remote Sensing of Environment, 217, 537–549.

Pusat Vulkanologi dan Mitigasi Bencana Geologi (2019a). Press Release Erupsi Freatik Gunungapi Merapi. Retrieved from: http://www.vsi.esdm.go.id/index.php/gunungapi/aktivitas-gunungapi/2199-press-release-erupsi-freatik-gunungapi-merapi

Pusat Vulkanologi dan Mitigasi Bencana Geologi. (2019b). Laporan Singkat Erupsi Gunung Merapi 11 Mei 2018 pukul 11.00 WIB. Retrieved from: http://www.vsi.esdm.go.id/index.php/gunungapi/aktivitas-gunungapi/2200-laporan-singkat-erupsi-gunung-merapi-11-mei-2018-pukul-1100-wib

Pusat Vulkanologi dan Mitigasi Bencana Geologi (2019c). Informasi Letusan G. Merapi 1 Juni 2018. Retrieved from: http://www.vsi.esdm.go.id/index.php/gunungapi/aktivitas-gunungapi/2242-informasi-letusan-g-merapi-1-juni-2018

Pusat Vulkanologi dan Mitigasi Bencana Geologi (2019d). Siaran Press Letusan G. Merapi 1 Juni 2018. Retrieved from: http://www.vsi.esdm.go.id/index.php/gunungapi/aktivitas-gunungapi/2243-siaran-pers-letusan-g-merapi-1-juni-2018

Segall, P. (2013). Volcano deformation and eruption forecasting. Geological Society, London, Special Publications published online March 20, 2013 as doi: 10.1144/SP380.4

Sudradjat, A., Syafri, I., & Paripurno, E. T. (2010). The characteristics of lahar in Merapi Volcano, Central Java as the indicator of the explosivity during Holocene. Jurnal Geologi Indonesia, 6(2), 69–74.

Surono, M., Jousset, P., Pallister, J. et al. (2012). The 2010 explosive eruption of Java’s Merapi volcano - a ‘100-year’ event. Journal of Volcanology and Geothermal Research, 241-242, 121-135.

Torres, R., Snoeij, P., Geudtner, D. et al. (2012). GMES Sentinel-1 mission. Remote Sensing of Environment, 120, 9–24.

Veci, L. (2016). Sentinel-1 Toolbox TOPS Interferometry Tutorial. ESA: Paris, France, 1–20.

Wright, R., Flynn, L. P., Garbeil, H. et al. (2004). MODVOLC: near-real-time thermal monitoring of global volcanism. Journal of Volcanology and Geothermal Research, 135(1-2), 29–49.

Yulianto, F., Sofan, P., & Khomarudin, M. R. (2012). Extracting the damaging effects of the 2010 of Merapi volcano in Central Java, Indonesia. Natural Hazards, doi 10.1007/s11069-012-0438-4

Zan, F. D., & Guarnieri, A. M. (2006). TOPSAR: Terrain observation by progressive scans. IEEE Transactions on Geoscience and Remote Sensing, 44(9), 2352–2360.

Zanter, K. (Ed) (2015). Landsat 8 (L8) Data Users Handbook, Version 1. Sioux Falls, South Dakota: Department of the Interior, U.S. Geological Survey.

Refbacks

  • There are currently no refbacks.