IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v120y2024i6d10.1007_s11069-023-06398-9.html
   My bibliography  Save this article

Mapping of flood hazard induced by land subsidence in Semarang City, Indonesia, using hydraulic and spatial models

Author

Listed:
  • B. D. Yuwono

    (Geodesy and Geomatics Engineering, Faculty of Earth Sciences and Technology, Bandung Institute of Technology)

  • H. Z. Abidin

    (Bandung Institute of Technology)

  • Poerbandono

    (Bandung Institute of Technology)

  • H. Andreas

    (Bandung Institute of Technology)

  • A. S. P. Pratama

    (Geodesy and Geomatics Engineering, Faculty of Earth Sciences and Technology, Bandung Institute Technology)

  • F. Gradiyanto

    (Diponegoro University)

Abstract

Frequent floodings in Semarang City have generated increasing damages and losses in property and life quality. The cause of flooding is related to the coupled impacts of land subsidence, hydraulics hazards along with poor drainage and water retention systems. This paper studies the most recent flooding hazards caused by hydrological origins (i.e., river discharge, tidal) and land subsidence. In the study, riverine origin of flooding is simulated with the help of HEC-RAS 2D, while the tidal origin is simulated to high highest water level. However, due to the absence of the most recent topographic data, the role of land subsidence is measured by estimating the vertical changes of digital elevation model taken from Sentinel 1A. Flooding extent, in terms of depth and coverage, is verified based on satellite imagery Sentinel-2 which is cloud-processed using Google Earth Engine (GEE) and field survey. Fluvial flood is simulated with several boundary condition scenarios using combinations of 5-, 25-, or 50-year return periods of flood which is integrated with mean sea level (MSL) or high highest water level (HHWL) tides. Those boundary conditions are then incorporated into different terrains, namely LiDAR, DEMNAS, and TerraSAR DEM, to see how different digital elevation models (DEMs) can impact model sensitivity. By overlaying model outputs and land cover map, it can be concluded that settlements and water bodies are among the most potentially affected areas, covering up to 17 km2. This study is expected to help policymakers make a primary assessment of combined tidal and fluvial flood hazard through mitigation and adaptation measures.

Suggested Citation

  • B. D. Yuwono & H. Z. Abidin & Poerbandono & H. Andreas & A. S. P. Pratama & F. Gradiyanto, 2024. "Mapping of flood hazard induced by land subsidence in Semarang City, Indonesia, using hydraulic and spatial models," 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. 120(6), pages 5333-5368, April.
    • Handle: RePEc:spr:nathaz:v:120:y:2024:i:6:d:10.1007_s11069-023-06398-9
    DOI: 10.1007/s11069-023-06398-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-023-06398-9
    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/s11069-023-06398-9?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. 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.
    2. Yus Budiyono & Jeroen Aerts & JanJaap Brinkman & Muh Marfai & Philip Ward, 2015. "Flood risk assessment for delta mega-cities: a case study of 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. 75(1), pages 389-413, January.
    3. Muh Marfai & Lorenz King, 2008. "Tidal inundation mapping under enhanced land subsidence in Semarang, Central Java 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. 44(1), pages 93-109, January.
    4. K. Mcinnes & K. Walsh & G. Hubbert & T. Beer, 2003. "Impact of Sea-level Rise and Storm Surges on a Coastal Community," 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. 30(2), pages 187-207, October.
    5. Muh Aris Marfai & Lorenz King & Junun Sartohadi & Sudrajat Sudrajat & Sri Rahayu Budiani & Fajar Yulianto, 2008. "The impact of tidal flooding on a coastal community in Semarang, Indonesia," Environment Systems and Decisions, Springer, vol. 28(3), pages 237-248, September.
    6. H. Apel & G. Aronica & H. Kreibich & A. Thieken, 2009. "Flood risk analyses—how detailed do we need to be?," 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. 49(1), pages 79-98, April.
    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. S. A. Mashi & A. I. Inkani & Oghenejeabor Obaro & A. S. Asanarimam, 2020. "Community perception, response and adaptation strategies towards flood risk in a traditional African city," 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. 103(2), pages 1727-1759, September.
    2. Nofal, Omar M. & van de Lindt, John W. & Do, Trung Q., 2020. "Multi-variate and single-variable flood fragility and loss approaches for buildings," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
    3. H. Moel & B. Jongman & H. Kreibich & B. Merz & E. Penning-Rowsell & P. Ward, 2015. "Flood risk assessments at different spatial scales," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 20(6), pages 865-890, August.
    4. Breanne K. Langlois & Aris Ismanto & Leah Beaulac & Katherine Berry & Magaly Koch & Timothy Griffin & Erin Coughlan de Perez & Elena N. Naumova, 2024. "Recurrent Flooding and Household Food Access in Central Java, Indonesia," IJERPH, MDPI, vol. 21(10), pages 1-14, October.
    5. 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.
    6. Jun Wang & Wei Gao & Shiyuan Xu & Lizhong Yu, 2012. "Evaluation of the combined risk of sea level rise, land subsidence, and storm surges on the coastal areas of Shanghai, China," Climatic Change, Springer, vol. 115(3), pages 537-558, December.
    7. Andre Zerger & Stephen Wealands, 2004. "Beyond Modelling: Linking Models with GIS for Flood Risk Management," 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. 33(2), pages 191-208, October.
    8. Rizkiana Sidqiyatul Hamdani & Sudharto Prawata Hadi & Iwan Rudiarto, 2021. "Progress or Regress? A Systematic Review on Two Decades of Monitoring and Addressing Land Subsidence Hazards in Semarang City," Sustainability, MDPI, vol. 13(24), pages 1-26, December.
    9. Neslihan Beden & Asli Ulke Keskin, 2021. "Estimation of the local financial costs of flood damage with different methodologies in Unye (Ordu), Turkey," 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. 108(3), pages 2835-2854, September.
    10. Jun Wang & Zhenlou Chen & Shiyuan Xu & Beibei Hu, 2013. "Medium-scale natural disaster risk scenario analysis: a case study of Pingyang County, Wenzhou, 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. 66(2), pages 1205-1220, March.
    11. Song-Yue Yang & Bing-Chen Jhong & You-Da Jhong & Tsung-Tang Tsai & Chang-Shian Chen, 2023. "Long short-term memory integrating moving average method for flood inundation depth forecasting based on observed data in urban 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. 116(2), pages 2339-2361, March.
    12. Fatemeh Jalayer & Raffaele Risi & Francesco Paola & Maurizio Giugni & Gaetano Manfredi & Paolo Gasparini & Maria Topa & Nebyou Yonas & Kumelachew Yeshitela & Alemu Nebebe & Gina Cavan & Sarah Lindley , 2014. "Probabilistic GIS-based method for delineation of urban flooding risk hotspots," 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 975-1001, September.
    13. 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.
    14. 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.
    15. Xinyu Wu & Rong Tang & Yuntao Wang, 2024. "Evaluating the cost–benefit of LID strategies for urban surface water flooding based on risk management," 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. 120(11), pages 10345-10364, September.
    16. Zoran Vojinovic & Michael Hammond & Daria Golub & Sianee Hirunsalee & Sutat Weesakul & Vorawit Meesuk & Neiler Medina & Arlex Sanchez & Sisira Kumara & Michael Abbott, 2016. "Holistic approach to flood risk assessment in areas with cultural heritage: a practical application in Ayutthaya, Thailand," 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. 81(1), pages 589-616, March.
    17. José Armando Cobián Álvarez & Budy P. Resosudarmo, 2019. "The cost of floods in developing countries’ megacities: a hedonic price analysis of the Jakarta housing market, Indonesia," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 21(4), pages 555-577, October.
    18. Animesh Gain & Vahid Mojtahed & Claudio Biscaro & Stefano Balbi & Carlo Giupponi, 2015. "An integrated approach of flood risk assessment in the eastern part of Dhaka City," 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. 79(3), pages 1499-1530, December.
    19. Fabiana Navia Miranda & Tiago Miguel Ferreira, 2019. "A simplified approach for flood vulnerability assessment of historic sites," 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. 96(2), pages 713-730, March.
    20. Eduardo Martínez-Gomariz & Edwar Forero-Ortiz & María Guerrero-Hidalga & Salvador Castán & Manuel Gómez, 2020. "Flood Depth‒Damage Curves for Spanish Urban Areas," Sustainability, MDPI, vol. 12(7), pages 1-25, March.

    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:120:y:2024:i:6:d:10.1007_s11069-023-06398-9. 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.