skip to main content
10.1145/3423455.3430302acmconferencesArticle/Chapter ViewAbstractPublication PagesgisConference Proceedingsconference-collections
research-article

Green infrastructures and their impact on resilience: spatial interactions in centralized sewer systems

Published: 03 November 2020 Publication History

Abstract

Resilience in urban drainage infrastructure management has gained traction in the last few years, where systems need to adapt and recover from failure in face of deep uncertain threats. Green infrastructures, on-site nature-based stormwater strategies, are a promising concept that has proven to be effective in increasing the overall resilience performance in sewer systems. However, the improvement is not always significant or guaranteed. There is a lack of understanding of the local effects of these infrastructures and the spatial components of the impact on resilience in the network.
In this work, the spatial interactions between GI placement and improvements in the centralized sewer networks resilience were studied, whilst considering a wide range of design storms. Resilience is assessed using two metrics: flood volume and flood duration. The scenarios simulated were baseline scenarios with no green infrastructure for each rainfall (scenarios type 1) and a placement scheme using critical component analysis (scenarios type 2). The spatial interactions were analysed through three main points, the magnitude of the impact, the number of affected nodes and the location of the impact in the network. This analysis was applied in a case-study in the United Kingdom.
Regarding the magnitude of the impact, even though at a system level the impact is not high, at a node level the impact can be significant. Also, the impact is higher in shorter duration and lower return period storms. Regarding the number of affected nodes, most of the nodes remain unchanged. When all the scenarios are considered, there are as many nodes with an increase, as there are with a decrease in flooding volume and duration. Regarding the location of the impact, the nearest nodes to the outlet show the highest reduction in flood volume and flood duration. Subcatchments upstream the network and with highest areas seem to be the most impactful in the flood volume change. For flood duration, the subcatchments with smaller areas and generally in a middle region in the network cause the highest changes.
This study is a first approximation to understand spatial considerations regarding the impact on resilience based on different green infrastructure location in the network.

References

[1]
Hoffmann S., Feldmann U., Bach P.M., Binz C., Farrelly M., Frantzeskaki N., Hiessl H., Inauen J., Larsen T.A., Lienert J., Londong J., Lüthi C., Maurer M., Mitchell C., Morgenroth E., Nelson K.L, Scholten L., Truffer B., Udert K.M., 2020. A Research Agenda for the Future of Urban Water Management: Exploring the Potential of Nongrid, Small-Grid, and Hybrid Solutions. Environmental Science and Technology, 54(9), 5312--5322.
[2]
Butler D., Digman C., Makropoulos C., Davies J.W., 2018. Urban drainage. Boca Raton: Taylor & Francis, CRC Press.
[3]
Chocat B., Ashley R., Marsalek J., Matos M.R., Rauch W., Schilling W., Urbonas B., 2003. Urban Drainage - Out of sight, out of mind? In Proceedings of 5th International Conference on Sustainable Techniques and Strategies in Urban Water Management (NOVATECH 2007). Novatech-Graie, Lyon, France.
[4]
Markard J., Raven R., Truffer B. Sustainability transitions: An emerging field of research and its prospects. Research Policy 2012, 41 (6), 955--967.
[5]
Dhakal, K.P., Chevalier, L. R., 2017. Managing urban stormwater for urban sustainability: barriers and policy solutions for GI application. Journal of Environmental Mangement, 203 (1), 171--181.
[6]
Li C., Peng C., Chiang P.C., Yanpeng C., Wang X., Yang Z., 2019. Mechanisms and applications of green infrastructure practices for stormwater control: A review. Journal of Hydrology. Elsevier, 568(2019), 626--637.
[7]
Ahiablame, L.M., Engel, B.A., Chaubey, I., 2012. Effectiveness of LID practices: literature review and suggestions for future research. Water, Air and Soil Pollution, 223 (2012), 4253--4273.
[8]
Browder, G., Ozment S., Rehberger Bescos I., Gartner T., Lange G.M., 2019. Integrating Green and Gray: Creating Next Generation Infrastructure. World Bank and World Resources Institute, Washington, DC, USA. URI: http://hdl.handle.net/10986/31430
[9]
Eckhart K., McPhee Z., Bolisetti T., 2017. Performance and implementation of low impact development - a review. Science of the total environment, 607--608 (2017), 413--432.
[10]
Ofwat, 2017. Resilience in the round: building resilience for the future. Ofwat, London, United Kingdom.
[11]
Sweetapple C., Gu F., Farmani R., Meng F., Ward S., Butler D., 2018. Attribute-based intervention development for increasing resilience of urban drainage systems. Water Science and Technology, 77(6), pp. 1757--1764.
[12]
Wang M., Wang Y., Gao X., Sweetapple C., 2019. Combination and placement of sustainable drainage system devices based on zero-one integer programming and schemes sampling. Journal of Environmental Management. Elsevier, 238(2019), 59--63.
[13]
Butler, D., Jowitt, P., Ashley, R., Blackwood, D., Davies, J., Oltean-Dumbrava, C., McIlkenny, G., Foxon, T., Gilmour, D., Smith, H., Cavill, S., Leach, M., Pearson, P., Gouda, H., Samson, W., Souter, N., Hendry, S., Moir, J., Bouchart, F., 2003. SWARD: decision support processes for the UK water industry. Management of Environmental Quality: An international journal, 14 (4), p. 444--459.
[14]
European Commission, 2013. Green Infrastructure (GI) --- Enhancing Europe's Natural Capital (2013/2663(RSP)). European Commission, Brussels, Belgium.
[15]
Kuller M., Bach P.M., Ramirez-Lovering D., Deletic A., 2017. Framing water sensitive urban design as a part of the urban form: a critical review of tools for best planning practice. Environmental modelling, 96 (2016) 265--282.
[16]
Liu Y., Cibin R., Bralts V.F., Chaubey I., Bowling L.C., Engel B.A., 2016. Optimal selection and placement of BMPs and LID practices with a rainfall-runoff model. Environmental Modelling and Software. Elsevier Ltd, 80, 281--296.
[17]
Wang M., Sun Y. and Sweetapple C., 2017. Optimization of storage tank locations in an urban stormwater drainage system using a two-stage approach. Journal of Environmental Management. Elsevier Ltd, 204, pp. 31--38.
[18]
Kuller M., Bach P.M., Roberts S., Browne D., Deletic A., 2019. A planning-support tool for spatial suitability assessment of green urban stormwater infrastructure. Science of the Total Environment. The Authors, 686, 856--868.
[19]
Bach P. M., Kuller M., McCarthy D., Deletic A., 2020. A spatial planning-support system for generating decentralised urban stormwater management schemes. Science of the Total Environment. Elsevier B.V., 726, p. 138282.
[20]
Zischg J., Zeisl P., Winkler D., Rauch W., Sitzenfrei R., 2018. On the sensitivity of geospatial low impact development locations to the centralized sewer network. Water Science and Technology, 77(7), 1851--1860.
[21]
Rossman L.A., 2015. Storm Water Management Model User's Manual Version 5.1. National Risk Management Research Laboratory, Office of Research and Development, US Environmental Protection Agency, Washington, DC, USA.
[22]
Johansson, J., Hassel, H., 2012. Modelling, simulation and vulnerability analysis of interdependent technical infrastructures. In: Hokstad, P., Utne, I.B., Vatn, J. (Eds.), Risk and Interdependencies in Critical Infrastructures - a Guideline for Analysis. Springer, London Heidelberg New York Dordrecht.
[23]
Butler D., Ward S., Sweetapple C., Astaraie-Imani M., Diao K., Farmani R. & Fu G. 2016 Reliable, resilient and sustainable water management: the Safe & SuRe approach. Global Challenges.
[24]
Mugume S. N., Gomez, D.E., Fu G., Farmani R., Butler D., 2015. A global analysis approach for investigating structural resilience in urban drainage systems. Water Research. Elsevier Ltd, 81, pp. 15--26.
[25]
McDonnell B. E., Ratliff K.M., Tryby M. E., Wu J.J.X., Mullapudi A.,2020. PySWMM: The Python Interface to Stormwater Management Model (SWMM). Journal of Open Source Software, 5(52), 2292.
[26]
Cera T., 2013. SWMM Toolbox - Overview (2013). Retrieved 27 August 2020 from https://timcera.bitbucket.io/swmmtoolbox/docsrc/readme.html
[27]
Okabe A., Sugihara K., 2012. Spatial Analysis along Networks - Statistical and computational methods. John Wiley & Sons, Chichester, United Kingdom.
[28]
Hagberg A.A., Schult D.A. and Swart P.J., 2008. Exploring network structure, dynamics, and function using NetworkX. In Proceedings of the 7th Python in Science Conference (SciPy2008). Gäel Varoquaux, Travis Vaught, and Jarrod Millman (Eds), Pasadena, CA, USA.
[29]
Woods Ballard B., Wilson S., Udale-Clarke H., Illman S., Scott T., Ashley R., Kellagher R., 2015. The Suds Manual (C753). CIRIA, London, United Kingdom.
[30]
Rossman L.A., Huber W.C., 2016. Storm Water Management Model Reference Manual III - Water Quality. National Risk Management Research Laboratory, Office of Research and Development, US Environmental Protection Agency, Washington, DC, USA.
[31]
OpenStreetMap contributors, 2015. Planet dump - Exeter, Devon, United Kingdom. Retrieved 27 August 2020 from https://planet.openstreetmap.org
[32]
DoE/NWC. 1981. Design and Analysis of Urban Storm Drainage. The Wallingford Procedure. Volume 1: Principles, Methods and Practice, Department of the Environment, Standing Technical Committee Report No. 28. Department of the Environment, London, United Kingdom.
[33]
Rodding Kjeldsen T., 2007. Flood Estimation Handbook - Supplementary Report No.1. Centre for Ecology & Hydrology, Wallingford, United Kingdom.

Cited By

View all
  • (2023)GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI SystemsTesting Software and Systems10.1007/978-3-031-43240-8_18(266-273)Online publication date: 19-Sep-2023
  • (2022)Green Resilience of Cyber-Physical Systems2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)10.1109/ISSREW55968.2022.00048(105-109)Online publication date: Oct-2022

Index Terms

  1. Green infrastructures and their impact on resilience: spatial interactions in centralized sewer systems

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      ARIC '20: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities
      November 2020
      76 pages
      ISBN:9781450381659
      DOI:10.1145/3423455
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 03 November 2020

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. centralised sewer systems
      2. green infrastructures
      3. resilience
      4. urban flooding

      Qualifiers

      • Research-article

      Funding Sources

      Conference

      SIGSPATIAL '20
      Sponsor:

      Acceptance Rates

      Overall Acceptance Rate 10 of 16 submissions, 63%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)14
      • Downloads (Last 6 weeks)1
      Reflects downloads up to 07 Mar 2025

      Other Metrics

      Citations

      Cited By

      View all
      • (2023)GResilience: Trading Off Between the Greenness and the Resilience of Collaborative AI SystemsTesting Software and Systems10.1007/978-3-031-43240-8_18(266-273)Online publication date: 19-Sep-2023
      • (2022)Green Resilience of Cyber-Physical Systems2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)10.1109/ISSREW55968.2022.00048(105-109)Online publication date: Oct-2022

      View Options

      Login options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Figures

      Tables

      Media

      Share

      Share

      Share this Publication link

      Share on social media