IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v114y2022i3d10.1007_s11069-022-05509-2.html
   My bibliography  Save this article

Sentinel-1 Interferometric Synthetic Aperture Radar (InSAR) reveals continued ground deformation in and around Metro Manila, Philippines, associated with groundwater exploitation

Author

Listed:
  • Karl Wyatt Espiritu

    (University of Santo Tomas (UST))

  • Christian James Reyes

    (University of Santo Tomas (UST))

  • Theresa Marie Benitez

    (University of Santo Tomas (UST))

  • Reina Clarise Tokita

    (University of Santo Tomas (UST))

  • Lear Joseph Galvez

    (University of Santo Tomas (UST))

  • Ryan Ramirez

    (University of Santo Tomas (UST))

Abstract

Uneven ground deformations resulting from excessive groundwater exploitation have been causing problems in metropolitan cities worldwide. Metro Manila and its adjoining provinces have been recognized as undergoing ground deformations due to excessive groundwater pumping, meeting the continued population growth rate demands. Previous studies have identified widespread subsidence using advanced Differential Interferometric Synthetic Aperture Radar (D-InSAR) techniques, but with insufficient archived SAR data, which suffered from the extended perpendicular and temporal baselines covering long periods from 1993 to 2011. This study presents a Sentinel-1 Permanent Scatterer InSAR (PS-InSAR) application from 2015 to 2019 as a continued effort to monitor ground deformations caused by groundwater extraction and recharge in and around Metro Manila. The results revealed that several areas manifest apparent subsidence and uplift within the image’s footprint. The line-of-sight (LOS) subsidence rates in Manila, Caloocan, Malabon, Navotas, and Valenzuela are between 1 and 2 cm/year, except for some coastal communities. Other parts of the region are detected to be experiencing an uplift of 0.1 to 1 cm/year. LOS subsidence rates exceeding 4 cm/year were recorded in the adjoining provinces of Metro Manila, specifically in Bulacan, Cavite, and Laguna. These observations are consistent when correlated with groundwater levels during the same period. Moreover, a high correlation was observed with coefficients of determination (R2) > 0.95 in Makati, Bagumbayan (in Quezon City), and Dasmariñas (in Cavite). With the results obtained, a better understanding of these subtle ground deformations affecting various areas in the Philippines can help mitigate possible disasters and damages by this geohazard.

Suggested Citation

  • Karl Wyatt Espiritu & Christian James Reyes & Theresa Marie Benitez & Reina Clarise Tokita & Lear Joseph Galvez & Ryan Ramirez, 2022. "Sentinel-1 Interferometric Synthetic Aperture Radar (InSAR) reveals continued ground deformation in and around Metro Manila, Philippines, associated with groundwater exploitation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(3), pages 3139-3161, December.
  • Handle: RePEc:spr:nathaz:v:114:y:2022:i:3:d:10.1007_s11069-022-05509-2
    DOI: 10.1007/s11069-022-05509-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-022-05509-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11069-022-05509-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David, Cristina C. & Inocencio, Arlene B. & Clemente, Roberto S. & Abracosa, Ramon P. & Tabios, Guillermo Q., 2001. "Groundwater Supply in Metro Manila: Distribution, Environmental and Economic Assessment," Discussion Papers DP 2001-06, Philippine Institute for Development Studies.
    2. Hasanuddin Abidin & Rochman Djaja & Dudy Darmawan & Samsul Hadi & Arifin Akbar & H. Rajiyowiryono & Y. Sudibyo & I. Meilano & M. Kasuma & J. Kahar & Cecep Subarya, 2001. "Land Subsidence of Jakarta (Indonesia) and its Geodetic Monitoring System," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 23(2), pages 365-387, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hasanuddin Abidin & Heri Andreas & Irwan Gumilar & Yoichi Fukuda & Yusuf Pohan & T. Deguchi, 2011. "Land subsidence of Jakarta (Indonesia) and its relation with urban development," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 59(3), pages 1753-1771, December.
    2. P. Ward & M. Marfai & F. Yulianto & D. Hizbaron & J. Aerts, 2011. "Coastal inundation and damage exposure estimation: a case study for Jakarta," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 56(3), pages 899-916, March.
    3. William G. Bennett & Harshinie Karunarathna & Yunqing Xuan & Muhammad S. B. Kusuma & Mohammad Farid & Arno A. Kuntoro & Harkunti P. Rahayu & Benedictus Kombaitan & Deni Septiadi & Tri N. A. Kesuma & R, 2023. "Modelling compound flooding: a case study from Jakarta, Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(1), pages 277-305, August.
    4. Beibei Hu & Jun Zhou & Shiyuan Xu & Zhenlou Chen & Jun Wang & Dongqi Wang & Lei Wang & Jifa Guo & Weiqing Meng, 2013. "Assessment of hazards and economic losses induced by land subsidence in Tianjin Binhai new area from 2011 to 2020 based on scenario analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 66(2), pages 873-886, March.
    5. Zhongyuan Gu & Miaocong Cao & Chunguang Wang & Na Yu & Hongyu Qing, 2022. "Research on Mining Maximum Subsidence Prediction Based on Genetic Algorithm Combined with XGBoost Model," Sustainability, MDPI, vol. 14(16), pages 1-12, August.
    6. Beibei Chen & Huili Gong & Xiaojuan Li & Kunchao Lei & Yinghai Ke & Guangyao Duan & Chaofan Zhou, 2015. "Spatial correlation between land subsidence and urbanization in Beijing, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(3), pages 2637-2652, February.
    7. Rejane Maria Rodrigues Luna & Silvio Jacks Garnés & Jaime Joaquim Cabral & Sylvana Melo Santos, 2021. "Suitability of GNSS for analysis of soil subsidence in Recife in a highly urbanized coastal area," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(3), pages 1821-1837, April.
    8. Haushofer, Jakob, 2018. "Towards a climate-resilient Jakarta: An analysis of the resilience thinking behind Jakarta's current public policy approach to climate-related hazards," ÖFSE-Forum, Austrian Foundation for Development Research (ÖFSE), volume 65, number 65, Juni.
    9. Sylvana Santos & Jaime Cabral & Ivaldo Pontes Filho, 2012. "Monitoring of soil subsidence in urban and coastal areas due to groundwater overexploitation using GPS," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 64(1), pages 421-439, October.
    10. Huafeng Xu & Bin Liu & Zhigeng Fang, 2014. "New grey prediction model and its application in forecasting land subsidence in coal mine," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(2), pages 1181-1194, March.
    11. Dayang Xuan & Jialin Xu, 2014. "Grout injection into bed separation to control surface subsidence during longwall mining under villages: case study of Liudian coal mine, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 73(2), pages 883-906, September.
    12. Bijuan Huang & Longcang Shu & Y. Yang, 2012. "Groundwater Overexploitation Causing Land Subsidence: Hazard Risk Assessment Using Field Observation and Spatial Modelling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(14), pages 4225-4239, November.
    13. Cheinway Hwang & Wei-Chia Hung & Chih-Hsi Liu, 2008. "Results of geodetic and geotechnical monitoring of subsidence for Taiwan High Speed Rail operation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 47(1), pages 1-16, October.
    14. Muh Marfai & Andung Sekaranom & Philip Ward, 2015. "Community responses and adaptation strategies toward flood hazard in Jakarta, Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 1127-1144, January.
    15. Richa Bhattarai & Haireti Alifu & Aikebaier Maitiniyazi & Akihiko Kondoh, 2017. "Detection of Land Subsidence in Kathmandu Valley, Nepal, Using DInSAR Technique," Land, MDPI, vol. 6(2), pages 1-17, June.
    16. Ali M. Rajabi, 2018. "A numerical study on land subsidence due to extensive overexploitation of groundwater in Aliabad plain, Qom-Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 93(2), pages 1085-1103, September.
    17. Jianxiu Wang & Xueying Gu & Yukun Jiang & Tianrong Huang & Bo Feng, 2013. "Point-line-area-volume index system of land subsidence and application in Ningbo, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 69(3), pages 2197-2214, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:nathaz:v:114:y:2022:i:3:d:10.1007_s11069-022-05509-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.