Abstract
Ground movement is common around hilly areas; as such, there is a need to investigate the activities of the ground surface and subsurface of such regions. This research presents an application of the Permanent Scatterer Interferometric Synthetic Aperture Radar (PS-InSAR) technique and electrical resistivity (ER) method for the measurement of ground deformations and investigation of the subsurface features, respectively, at Paya Terubong, Penang Island. The PS-InSAR is an instrument for detecting patterns of deformation over a wide region, while the ER approach is used to image subsurface characteristics and measure the resistivity of the rock formation. Satellite data obtained from Sentinel-1A (S-1A) were used to detect some active ground deformation zones. The velocity of − 41 mm/Yr was discovered along the line of sight (LOS) of the system, indicating subsidence. An ER survey was performed at the topsoil within 5 m depth based on the ground deformation patterns detected through the InSAR technique. Two-dimensional (2-D) resistivity lines were laid using the ABEM SAS4000 Terameter and a dipole–dipole array with an electrode spacing of 2.5 m. The areas with low values of resistivity ranging between 0 and 20 Ωm were classified as saturated zones. The efflux and influx of subsurface water when the layers of rocks are lubricated and downcutting of steep slopes are among the suspected causes of deformation. The application of the two techniques has improved the understanding of both the surface and subsurface mechanisms, reduced variation in the results, and allowed the investigation of active landslide areas.
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References
Ahmad, F., Yahaya, A. S., & Farooqi, M. A. (2006). Characterisation and geotechnical properties of Penang residual soils with emphasis on landslides. American Journal of Environmental Sciences, 2, 121–128.
Ahmad, F., Yahaya, A. S., Halim, M. H., & Sian, K. C. (2014). Analysis of thickness of sand and silt in Penang Island. Journal of Civil Engineering Research, 4, 41–47.
Ali, M., Ahmad, F., Yahaya, S., & Farooqi, A. (2011). Characterization, and hazard study of two areas of Penang Island, Malaysia. Human and Ecological Risk Assessment, 17, 915–922.
Bakon, M., Papco, J., Perissin, D., Lazecky, M., Sousa, J. J., Hlavacova, I., et al. (2015). Monitoring of landslide activity in Slovakia territory using multi-temporal InSAR techniques. European Space Agency, 731, 8–12.
Bièvre, G., Jongmans, D., Goutaland, D., Pathier, E., & Zumbo, V. (2016). Geophysical characterisation of the lithological control on the kinematic pattern in a large clayey landslide (Avignonet, French Alps). Landslides, 13, 423–436.
Chee, S. Y., Othman, A. G., Sim, Y. K., Mat-Adam, A. N., & Firth, L. B. (2017). Land reclamation and artificial islands: Walking the tightrope between development and conservation. Global Ecology and Conservation, 12, 80–95.
Chen, F., Lasaponara, R., & Masini, N. (2017). An overview of satellite synthetic aperture radar remote sensing in archaeology: From site detection to monitoring. Journal of Cultural Heritage, 23, 5–11.
De Bari, C., Lapenna, V., Perrone, A., Puglisi, C., & Sdao, F. (2011). Digital photogrammetric analysis and electrical resistivity tomography for investigating the Picerno landslide (Basilicata region, southern Italy). Geomorphology, 133, 34–46.
Declercq, P. Y., Gerard, P., Pirard, E., Perissin, D., Walstra, J., & Devleeschouwer, X. (2017). Subsidence related to groundwater pumping for breweries in Merchtem area (Belgium), highlighted by Persistent Scatterer Interferometry. International Journal of Applied Earth Observation and Geoinformation, 63, 178–185.
Devanthéry, N., Crosetto, M., Cuevas-González, M., Monserrat, O., Barra, A., & Crippa, B. (2016). Deformation monitoring using persistent scatterer interferometry and Sentinel-1 SAR data. Procedia Computer Science, 100, 1121–1126.
Di Martire, D., Novellino, A., Ramondini, M., & Calcaterra, D. (2016). A-Differential synthetic aperture radar interferometry analysis of a deep seated gravitational slope deformation occurring at Bisaccia (Italy). Science of the Total Environment, 550, 556–573.
Di Traglia, F., Nolesini, T., Ciampalini, A., Solari, L., Frodella, W., Bellotti, F., et al. (2018). Tracking morphological changes and slope instability using spaceborne and ground-based SAR data. Geomorphology, 300, 95–112.
Ferretti, A., Prati, C., & Rocca, F. (2000). Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry. IEEE Transactions on Geoscience and Remote Sensing, 38, 2202–2212.
Furuichi, T., Osanai, N., Hayashi, S., Izumi, N., Kyuka, T., Shiono, Y., et al. (2018). Disastrous sediment discharge due to typhoon-induced heavy rainfall over fossil periglacial catchments in western Tokachi, Hokkaido, northern. Landslides, 15, 1645–1655.
Gin, O. K. (2015). Disparate identities: Penang from a historical perspective, 1780–1941. Kajian Malaysia, 33, 27–52.
Haghighi, M. H., & Motagh, M. (2017). Sentinel-1 InSAR over Germany: Large-scale interferometry, atmospheric effects, and ground deformation mapping. ZFV Zeitschrift fur Geodasie, Geoinformation and Land management, 142, 245–256.
Hashim, M., Misbari, S., & Pour, A. B. (2018). Landslide mapping and assessment by integrating Landsat-8, PALSAR-2 and GIS techniques: A case study from Kelantan State, peninsular Malaysia. Journal of Indian Society and Remote Sensing, 46, 233–248.
Hassan, N. M. K., Wahid, S., & Wahab, M. T. A. (2018). Geotechnical and minerology properties of marine clay at the northeast of Penang Island. MATEC Web Conference, 203, 1–11.
Hung, W., Hwang, C., Chen, Y., Chang, C., Yen, J. Y., Hooper, A., et al. (2011). Surface deformation from persistent scatterers SAR interferometry and fusion with leveling data: A case study over the Choushui river alluvial fan, Taiwan. Remote Sensing of Environment, 115, 957–967.
Kannaujiya, S., Chattoraj, S. L., Jayalath, D., Champati, R. P. K., Bajaj, K., Podali, S., et al. (2019). Integration of satellite remote sensing and geophysical techniques (electrical resistivity tomography and ground penetrating radar) for landslide characterization at Kunjethi (Kalimath), Garhwal Himalaya, India. Natural Hazards, 3, 1191–1208.
Kavzoglu, T., Sahin, E. K., & Colkesen, I. (2014). Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression. Landslides, 11, 425–439.
Kundu, S., Saha, A. K., Sharma, D. C., & Pant, C. C. (2013). Remote sensing and GIS based landslide susceptibility assessment using binary logistic regression model: A case study in the Ganeshganga Watershed, Himalayas. Journal of the Indian Society of Remote Sensing, 41, 697–709.
Kwan, T. S., Krähenbühl, R., & Jager, E. (1992). Rb-Sr, K-Ar and fission-track ages for granites from Penang Island, West Malaysia: An interpretation model for Rb-Sr whole-rock and for actual and experimental mica data. Contributions to Mineralogy and Petrology, 111, 527–542.
Lingyun, J., Qingliang, W., & Shanlan, Q. (2013). Present-day deformation of Agung volcano, Indonesia, as determined using SBAS-InSAR. Geodesy and Geodynamics, 4, 65–70.
Luo, Q., Zhou, G., & Perissin, D. (2017). Monitoring of subsidence along Jingjin inter-city railway with high-resolution terraSAR-X MT-InSAR analysis. Remote Sensing, 9, 1–14.
Maghsoudi, Y., van der Meer, F., Hecker, C., Perissin, D., & Saepuloh, A. (2018). Using PS-InSAR to detect surface deformation in geothermal areas of West Java in Indonesia. International Journal of Applied Earth Observation and Geoinformation, 64, 386–396.
Meteorological Malaysia Department, 2017, Annual Rainfall Report. Meteorological Malaysia Department (pp. 1–90).
Mostafa, Y. E. S. (2012). Environmental impacts of dredging and land reclamation at Abu Qir Bay, Egypt. Ain Shams Engineering Journal, 3, 1–15.
Navarro-Sanchez, V. D., Lopez-Sanchez, J. M., & Ferro-Famil, L. (2014). Polarimetric approaches for persistent scatterers interferometry. IEEE Transactions on Geoscience and Remote Sensing, 52, 1667–1676.
Paradella, W. R., Ferretti, A., Mura, J. C., Colombo, D., Gama, F. F., Tamburini, A., et al. (2015). Mapping surface deformation in open pit iron mines of Carajás Province (Amazon Region) using an integrated SAR analysis. Engineering Geology, 193, 61–78.
Perissin, D., & Wang, T. (2012). Repeat-pass SAR interferometry with partially coherent targets. IEEE Transactions on Geoscience and Remote Sensing, 50, 271–280.
Perrone, A., Zeni, G., Piscitelli, S., Pepe, A., Loperte, A., Lapenna, V., et al. (2006). Joint analysis of SAR interferometry and electrical resistivity tomography surveys for investigating ground deformation: The case-study of Satriano di Lucania (Potenza, Italy). Engineering Geology, 88, 260–273.
Pradhan, B., & Lee, S. (2010). Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. Environmental Earth Sciences, 60, 1037–1054.
Razi, P., Sumantyo, J. T. S., Perissin, D., Kuze, H., Chua, M. Y., & Panggabean, G. F. (2018). 3D land mapping and land deformation monitoring using persistent scatterer interferometry (PSI) ALOS PALSAR: Validated by Geodetic GPS and UAV. IEEE Access, 6, 12395–12404.
Roccheggiani, M., Piacentini, D., Tirincanti, E., Perissin, D., & Menichetti, M. (2019). Detection and monitoring of tunneling induced ground movements using Sentinel-1 SAR interferometry. Remote Sensing, 11, 1–14.
Schulz, W. H., Coe, J. A., Ricci, P. P., Smoczyk, G. M., Shurtleff, B. L., & Panosky, J. (2017). Landslide kinematics and their potential controls from hourly to decadal timescales: Insights from integrating ground-based InSAR measurements with structural maps and long-term monitoring data. Geomorphology, 285, 121–136.
Tan, B. K. (1994). Engineering properties of granitic soils and rocks of Penang Island, Malaysia. Bulletin of the Geological Society of Malaysia, 35, 69–77.
Tappenden, K. M. (2014). The district of north Vancouver’s landslide management strategy: Role of public involvement for determining tolerable risk and increasing community resilience. Natural Hazard, 72, 481–501.
Tong, X., & Schmidt, D. (2016). Active movement of the cascade landslide complex in Washington from a coherence-based InSAR time series method. Remote Sensing of Environment, 186, 405–415.
Virk, A. S., Singh, A., & Mittal, S. K. (2019). Monitoring and analysis of displacement using InSAR techniques for Gulaba landslide site. Journal of Engineering Science and Technology, 14, 1558–1571.
Wilkinson, P. B., Uhlemann, S., Chambers, J. E., Meldrum, P. I., & Loke, M. H. (2014). Development and testing of displacement inversion to track electrode movements on 3-D electrical resistivity tomography monitoring grids. Geophysical Journal International, 200, 1566–1581.
Wu, Z., Wang, X., Chen, Y., Cai, Y., & Deng, J. (2018). Assessing river water quality using a water quality index in Lake Taihu Basin, China. Science of the Total Environment, 612, 914–922.
Acknowledgement
The authors appreciate the final year and internship students of the School of Physics, Universiti Sains Malaysia, for their assistance during the in situ data acquisitions. This work was supported by Universiti Sains Malaysia USM Short term Grant [Grant No. 304.PFIZIK 6315053] and Tertiary Education Trust Fund TETFUND, Nigeria. The authors also acknowledged Dr. Daniele Perissin for his technical support on the SARPROZ software.
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KOR processed the data and prepared the manuscript. IAA downloaded the software and supervised the work and DP provided the technical support for the SARPROZ software used for the research.
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Rauff, K.O., Abir, I.A. & Perissin, D. Characterisation of Landslide using InSAR Technique and Electrical Resistivity Method at Paya Terubong, Malaysia. J Indian Soc Remote Sens 48, 1223–1236 (2020). https://doi.org/10.1007/s12524-020-01150-3
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DOI: https://doi.org/10.1007/s12524-020-01150-3