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Sentinel-1 Persistent Scatterer Interferometric Synthetic Aperture Radar (PS-InSAR) for Long-Term Remote Monitoring of Ground Subsidence: A Case Study of a Port in Busan, South Korea

  • Case-Based Learning, Prediction, and Prevention of Geohazards
  • Published:
KSCE Journal of Civil Engineering Aims and scope

Abstract

Reclamation has allowed rapid land expansions for economic zones, residential areas, airports, industrial parks, and seaports. Meanwhile, the reclaimed lands often pose a risk of ground subsidence, jeopardizing functions of aboveground infrastructures, buildings, and facilities and threatening human lives. Therefore, it is critical to systematically monitor and manage the reclaimed lands after construction and minimize geohazard risks. This paper presents a case study on long-term remote monitoring of ground subsidence in reclaimed land using satellite synthetic aperture radar (SAR) data and the Persistent Scatterer Interferometric SAR (PS-InSAR) technique. The case study explores the excessive and persistent ground subsidence in Busan New Port, South Korea, which occurred since 2007. We employ large stacks of Sentinel-1 data acquired from the ascending and descending tracks for reliable estimation of ground subsidence and utilize the hyperbolic model, providing an updated prediction tool. A benchmarking and media fact-checking approach consistently supports our PS-InSAR analysis results. The time-series results show that the maximum subsidence rate is approximately −85 mm/yr along the radar line-of-sight (LOS). PS-InSAR can assist in saving expensive and laborious mapping and operational field-survey services and offers essential guidance for the next phase of future construction of Busan New Port.

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References

  • Aimaiti Y, Yamazaki F, Liu W (2018) Multi-sensor InSAR analysis of progressive land subsidence over the coastal city of Urayasu, Japan. Remote Sensing 10(8):1304, DOI: https://doi.org/10.3390/rs10081304

    Google Scholar 

  • Aslan G, Cakır Z, Ergintav S, Lasserre C, Renard F (2018) Analysis of secular ground motions in Istanbul from a long-term InSAR time-series (1992–2017). Remote Sensing 10(3):408, DOI: https://doi.org/10.3390/rs10030408

    Google Scholar 

  • Bahari B, Hwang W, Kim TH, Song YS (2020) Estimation of liquefaction potential in Eco-Delta City (Busan) using different approaches with effect of fines content. International Journal of Geo-Engineering 11:14, DOI: https://doi.org/10.1186/s40703-020-00121-4

    Google Scholar 

  • Bekaert DPS, Walters RJ, Wright TJ, Hooper AJ, Parker DJ (2015) Statistical comparison of InSAR tropospheric correction techniques. Remote Sensing of Environment 170:40–47, DOI: https://doi.org/10.1016/j.rse.2015.08.035

    Google Scholar 

  • Bell JW, Amelung F, Ferretti A, Bianchi M, Novali F (2008) Permanent scatterer InSAR reveals seasonal and long-term aquifer-system response to groundwater pumping and artificial recharge. Water Resources Research 44(2):1–18, DOI: https://doi.org/10.1029/2007WR006152

    Google Scholar 

  • Bhattacharya A, Mukherjee K (2017) Review on InSAR based displacement monitoring of Indian Himalayas: Issues, challenges and possible advanced alternatives. Geocarto International 32(3):298–321, DOI: https://doi.org/10.1080/10106049.2016.1140820

    Google Scholar 

  • Calderhead AI, Martel A, Alasset PJ, Rivera A, Garfias J (2010) Land subsidence induced by groundwater pumping, monitored by D-InSAR and field data in the Toluca Valley, Mexico. Canadian Journal of Remote Sensing 36(1):9–23, DOI: https://doi.org/10.5589/m10-024

    Google Scholar 

  • Cao N, Lee H, Jung HC (2016) A phase-decomposition-based PSInSAR processing method. IEEE Transactions on Geoscience and Remote Sensing 54(2):1074–1090, DOI: https://doi.org/10.1109/TGRS.2015.2473818

    Google Scholar 

  • Catalao J, Raju D, Nico G (2020) InSAR maps of land subsidence and sea level scenarios to quantify the flood inundation risk in coastal cities: The case of Singapore. Remote Sensing 12(2):296, DOI: https://doi.org/10.3390/rs12020296

    Google Scholar 

  • Chen Q, Liu G, Ding X, Hu JC, Yuan L, Zhong P, Omura M (2010) Tight integration of GPS observations and persistent scatterer InSAR for detecting vertical ground motion in Hong Kong. International Journal of Applied Earth Observation and Geoinformation 12(6):477–486, DOI: https://doi.org/10.1016/j.jag.2010.05.002

    Google Scholar 

  • Chin FK, Vail AJ (1973) Behavior of piles in alluvium. Proceedings of the 8th international conference on soil mechanics and foundation engineering, Moscow, 47–52

  • Cho DO (2010) Environmental impacts of international shipping: A case study of the port of Busan. Institute of International Maritime Affairs, Korea Maritime University, Busan, Korea

    Google Scholar 

  • Cho S (2019) A 1.5 m magnitude of ground subsidence occurred in Busan New Port caused primarily by excessive residual settlement. NoCut News, Retrieved May 1, 2021, https://www.nocutnews.co.kr/news/5211527 (in Korean)

  • Choi YR (2014) Modernization, development and underdevelopment: Reclamation of Korean tidal flats, 1950s–2000s. Ocean & Coastal Management 102(Part B):426–436, DOI: https://doi.org/10.1016/j.ocecoaman.2014.09.023

    Google Scholar 

  • Chung SG, Giao PH, Kim GJ, Leroueil S (2002) Geotechnical properties of Pusan clays. Canadian Geotechnical Journal 39(5):1050–1060, DOI: https://doi.org/10.1139/t02-055

    Google Scholar 

  • Chung SG, Ryu CK, Jo KY, Huh DY (2005) Geological and geotechnical characteristics of marine clays at the Busan New Port. Marine Georesources & Geotechnology 23(3):235–251, DOI: https://doi.org/10.1080/10641190500225712

    Google Scholar 

  • Costantini M, Malvarosa F, Minati F, Trillo F, Vecchioli F (2017) Complementarity of high-resolution COSMO-SkyMed and medium-resolution Sentinel-1 SAR interferometry: Quantitative analysis of real target displacement and 3D positioning measurement precision, and potential operational scenarios. Proceedings of the IEEE international geoscience and remote sensing symposium (IGARSS), July 23–28, Forth Worth, TX, USA, 4602–4605, DOI: https://doi.org/10.1109/IGARSS.2017.8128026

  • Crosetto M, Monserrat O, Cuevas-González M, Devanthéry N, Crippa B (2016) Persistent scatterer interferometry: A review. ISPRS Journal of Photogrammetry and Remote Sensing 115:78–89, DOI: https://doi.org/10.1016/j.isprsjprs.2015.10.011

    Google Scholar 

  • Erten E, Rossi C (2019) The worsening impacts of land reclamation assessed with Sentinel-1: The Rize (Turkey) test case. International Journal of Applied Earth Observation and Geoinformation 74:57–64, DOI: https://doi.org/10.1016/j.jag.2018.08.007

    Google Scholar 

  • Ferretti A, Prati C, Rocca F (2001) Permanent scatterers in SAR interferometry. IEEE Transactions on Geoscience and Remote Sensing 39(1):8–20, DOI: https://doi.org/10.1109/36.898661

    Google Scholar 

  • Foumelis M, Delgado Blasco JM, Desnos YL, Engdahl M, Fernández D, Veci L, Lu J, Wong C (2018) ESA SNAP-StaMPS integrated processing for Sentinel-1 persistent scatterer interferometry. Proceedings of the IEEE international geoscience and remote sensing symposium (IGARSS), July 22–27, Valencia, Spain, DOI: https://doi.org/10.1109/IGARSS.2018.8519545

  • Han P, Yang X, Bai L, Sun Q (2017) The monitoring and analysis of the coastal lowland subsidence in the southern Hangzhou Bay with an advanced time-series InSAR method. Acta Oceanologica Sinica 36:110–118, DOI: https://doi.org/10.1007/s13131-017-1087-y

    Google Scholar 

  • Hooper A, Zebker H, Segall P, Kampes B (2004) A new method for measuring deformation on volcanoes and other natural terrains using InSAR persistent scatterers. Geophysical Research Letters 31(23): 1–5, DOI: https://doi.org/10.1029/2004GL021737

    Google Scholar 

  • Ifediniru C, Ekeocha NE (2022) Performance of cement-stabilized weak subgrade for highway embankment construction in Southeast Nigeria. International Journal of Geo-Engineering 13:1, DOI: https://doi.org/10.1186/s40703-021-00166-z

    Google Scholar 

  • Iftikhar A, Cao S, Naeimi V, Paulik C, Wagner W (2018) Methods to remove the border noise from Sentinel-1 synthetic aperture radar data: Implications and importance for time-series analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11(3):777–786, DOI: https://doi.org/10.1109/JSTARS.2017.2787650

    Google Scholar 

  • Jia H, Liu L (2016) A technical review on persistent scatterer interferometry. Journal of Modern Transportation 24:153–158, DOI: https://doi.org/10.1007/s40534-016-0108-4

    Google Scholar 

  • Jiang L, Lin H, Cheng S (2011) Monitoring and assessing reclamation settlement in coastal areas with advanced InSAR techniques: Macao city (China) case study. International Journal of Remote Sensing 32(13):3565–3588, DOI: https://doi.org/10.1080/01431161003752448

    Google Scholar 

  • Kim S (2013) The damaged back road of the Busan New Port has been growing at a high crisis level. Yonhap News, Retrieved May 1, 2021, https://www.yna.co.kr/view/AKR20130722138400051 (in Korean)

  • Kim S (2019) A 1.5 m magnitude of ground subsidence occurred in the complex behind Busan New Port. KNN, Retrieved May 1, 2021, http://www.knn.co.kr/192308 (in Korean)

  • Kim JS, Kim DJ, Kim SW, Won JS, Moon WM (2007) Monitoring of urban land subsidence using PSInSAR. Geosciences Journal 11:59, DOI: https://doi.org/10.1007/BF02910381

    Google Scholar 

  • Kim SW, Lee CW, Song KY, Min KD, Won JS (2005) Application of L-band differential SAR interferometry to subsidence rate estimation in reclaimed coastal land. International Journal of Remote Sensing 26(7):1363–1381, DOI: https://doi.org/10.1080/01431160512331326620

    Google Scholar 

  • Kim SW, Wdowinski S, Dixon TH, Amelung F, Won JS, Kim JW (2008) InSAR-based mapping of surface subsidence in Mokpo City, Korea, using JERS-1 and ENVISAT SAR data. Earth, Planets and Space 60:453–461, DOI: https://doi.org/10.1186/BF03352812

    Google Scholar 

  • Lee S (2018) The secondary settlement has been investigated as insignificant; BPA passes the responsibilities to the occupant. Busan Daily News, Retrieved May 1, 2021, http://mobile.busan.com/view/busan/view.php?code=20180719000324 (in Korean)

  • Liu P, Chen X, Li Z, Zhang Z, Xu J, Feng W, Wang C, Hu Z, Tu W, Li H (2018) Resolving surface displacement in Shenzhen of China from time series InSAR. Remote Sensing 10(7):1162, DOI: https://doi.org/10.3390/rs10071162

    Google Scholar 

  • Martín-Antón M, Negro V, del Campo JM, López-Gutiérrez JS, Esteban MD (2016) Review of coastal land reclamation situation in the world. Journal of Coastal Research 75:667–671, DOI: https://doi.org/10.2112/SI75-133.1

    Google Scholar 

  • Moreira A, Prats-Iraola P, Younis M, Krieger G, Hajnsek I, Papathanassiou KP (2013) A tutorial on synthetic aperture radar. IEEE Geoscience and Remote Sensing Magazine 1(1):6–43, DOI: https://doi.org/10.1109/MGRS.2013.2248301

    Google Scholar 

  • Narayan AB, Tiwari A, Dwivedi R, Dikshit O (2018) Persistent scatter identification and look-angle error estimation using similar time-series interferometric pixels. IEEE Geoscience and Remote Sensing Letters 15(1):147–150, DOI: https://doi.org/10.1109/LGRS.2017.2778421

    Google Scholar 

  • Park SW, Jung SW, Hong SH (2019) Monitoring a time-series of land subsidence in Busan, Korea using space-based multi-temporal SAR observations. Proceedings of the IEEE international geoscience and remote sensing symposium (IGARSS), July 28–August 2, Yokohama, Japan, 1602–1605, DOI: https://doi.org/10.1109/IGARSS.2019.8898843

  • Plank S (2014) Rapid damage assessment by means of multi-temporal SAR — A comprehensive review and outlook to Sentinel-1. Remote Sensing 6(6):4870–4906, DOI: https://doi.org/10.3390/rs6064870

    Google Scholar 

  • Poitevin C, Wöppelmann G, Raucoules D, Le Cozannet G, Marcos M, Testut L (2019) Vertical land motion and relative sea level changes along the coastline of Brest (France) from combined space-borne geodetic methods. Remote Sensing of Environment 222:275–285, DOI: https://doi.org/10.1016/j.rse.2018.12.035

    Google Scholar 

  • Pratesi F, Tapete D, Terenzi G, Del Ventisette C, Moretti S (2015) Rating health and stability of engineering structures via classification indexes of InSAR persistent scatterers. International Journal of Applied Earth Observation and Geoinformation 40:81–90, DOI: https://doi.org/10.1016/j.jag.2015.04.012

    Google Scholar 

  • Raspini F, Bianchini S, Ciampalini A, Del Soldato M, Solari L, Novali F, Del Conte S, Rucci A, Ferretti A, Casagli N (2018) Continuous, semi-automatic monitoring of ground deformation using Sentinel-1 satellites. Scientific Reports 8:7253, DOI: https://doi.org/10.1038/s41598-018-25369-w

    Google Scholar 

  • Rucci A, Ferretti A, Monti Guarnieri A, Rocca F (2012) Sentinel-1 SAR interferometry applications: The outlook for sub millimeter measurement. Remote Sensing of Environment 120:156–163, DOI: https://doi.org/10.1016/j.rse.2011.09.030

    Google Scholar 

  • Samsonov S, Tiampo K, González PJ, Manville V, Jolly G (2010) Ground deformation occurring in the city of Auckland, New Zealand, and observed by Envisat interferometric synthetic aperture radar during 2003–2007. Journal of Geophysical Research: Solid Earth 115(B8):1–12, DOI: https://doi.org/10.1029/2009JB006806

    Google Scholar 

  • Sansosti E, Berardino P, Bonano M, Calò F, Castaldo R, Casu F, Manunta M, Manzo M, Pepe A, Pepe S, Solaro G, Tizzani P, Zeni G, Lanari R (2014) How second generation SAR systems are impacting the analysis of ground deformation. International Journal of Applied Earth Observation and Geoinformation 28:1–11, DOI: https://doi.org/10.1016/j.jag.2013.10.007

    Google Scholar 

  • Shogaki T, Nochikawa Y, Hwan JG, Suwa S, Kitada N (2005) Strength and consolidation properties of Busan New Port clays. Soils and Foundations 45(1):153–169, DOI: https://doi.org/10.3208/sandf.45.1_153

    Google Scholar 

  • Solari L, Ciampalini A, Raspini F, Bianchini S, Moretti S (2016) PSInSAR analysis in the Pisa urban area (Italy): A case study of subsidence related to stratigraphical factors and urbanization. Remote Sensing 8(2):120, DOI: https://doi.org/10.3390/rs8020120

    Google Scholar 

  • Tan TS, Inoue T, Lee SL (1991) Hyperbolic method for consolidation analysis. Journal of Geotechnical Engineering 117(11):1723–1737, DOI: https://doi.org/10.1061/(ASCE)0733-9410(1991)117:11(1723)

    Google Scholar 

  • Teatini P, Tosi L, Strozzi T, Carbognin L, Wegmüller U, Federica R (2005) Mapping regional land displacements in the Venice coastland by an integrated monitoring system. Remote Sensing of Environment 98(4): 403–413, DOI: https://doi.org/10.1016/j.rse.2005.08.002

    Google Scholar 

  • Torres R, Snoeij P, Geudtner D, Bibby D, Davidson M, Attema E, Potin P, Rommen B, Floury N, Brown M, Traver IN, Deghaye P, Duesmann B, Rosich B, Miranda N, Bruno C, L’Abbate M, Croci R, Pietropaolo A, Huchler M, Rostan F (2012) GMES Sentinel-1 mission. Remote Sensing of Environment 120:9–24, DOI: https://doi.org/10.1016/j.rse.2011.05.028

    Google Scholar 

  • Valenzuela VPB, Esteban M, Onuki M (2020) Perception of disasters and land reclamation in an informal settlement on reclaimed land: case of the BASECO Compound, Manila, the Philippines. International Journal of Disaster Risk Science 11:640–654, DOI: https://doi.org/10.1007/s13753-020-00300-y

    Google Scholar 

  • Wotherspoon LM, Pender MJ, Orense RP (2012) Relationship between observed liquefaction at Kaiapoi following the 2010 Darfield earthquake and former channels of the Waimakariri River. Engineering Geology 125:45–55, DOI: https://doi.org/10.1016/j.enggeo.2011.11.001

    Google Scholar 

  • Zhao Q, Pepe A, Gao W, Lu Z, Bonano M, He ML, Wang J, Tang X (2015) A DInSAR investigation of the ground settlement time evolution of ocean-reclaimed lands in Shanghai. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8(4):1763–1781, DOI: https://doi.org/10.1109/JSTARS.2015.2402168

    Google Scholar 

  • Zhou C, Gong H, Chen B, Li J, Gao M, Zhu F, Chen W, Liang Y (2017) InSAR time-series analysis of land subsidence under different land use types in the eastern Beijing Plain, China. Remote Sensing 9(4): 380, DOI: https://doi.org/10.3390/rs9040380

    Google Scholar 

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Acknowledgments

This work is supported by the Smart City R&D Project of the Korea Agency for Infrastructure Technology Advancement (KAIA) grant funded by the Ministry of Land, Infrastructure and Transport (MOLIT) (21NSPS-B149840-04) and also supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. NRF-2021R1A5A1032433). The authors thank the European Space Agency (ESA) for freely supplying Sentinel-1 SAR images under the COPERNICUS Programme (https://scihub.copernicus.eu) and the United States Geological Survey (USGS) in cooperation with the National Aeronautics and Space Administration (NASA) for providing the 1-arcsecond Shuttle Radar Topography Mission digital elevation model (SRTM DEM; https://earthexplorer.usgs.gov).

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Ramirez, R.A., Kwon, TH. Sentinel-1 Persistent Scatterer Interferometric Synthetic Aperture Radar (PS-InSAR) for Long-Term Remote Monitoring of Ground Subsidence: A Case Study of a Port in Busan, South Korea. KSCE J Civ Eng 26, 4317–4329 (2022). https://doi.org/10.1007/s12205-022-1005-5

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