IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i19p14421-d1252360.html
   My bibliography  Save this article

Modeling the Hydraulic Performance of Pilot Green Roofs Using the Storm Water Management Model: How Important Is Calibration?

Author

Listed:
  • Jesse Weggemans

    (CERIS, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal)

  • Maria Luiza Santos

    (CERIS, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal)

  • Filipa Ferreira

    (CERIS, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal)

  • Gabriel Duarte Moreno

    (CERIS, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal)

  • José Saldanha Matos

    (CERIS, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais 1, 1049-001 Lisbon, Portugal)

Abstract

Green roofs are low-impact development (LID) that assist in regulating stormwater runoff by reducing the peak flow rate and total runoff volume, among other benefits. In this study, the hydraulic performance of green roofs was modeled using the SWMM 5.2 software, taking field data into account for calibration purposes. A Storm Water Management Model (SWMM) was built using field data from pilot green roofs installed at the Instituto Superior Técnico Campus, University of Lisbon, Portugal. The simulated results with and without calibration were compared, as well as the results obtained in the field studies. The results from the uncalibrated model were unsatisfactory. After calibration, the average Nash–Sutcliffe model efficiency (NSE) was 0.72, and the volume error was 5.9%, with most of the results classified as very good and good. This study shows relevant insights on the use of the SWMM to model green roofs, demonstrating the crucial importance of the calibration process for the correct prediction of hydraulic performance and indicating the porosity parameter as one of the most sensitive to the results. In addition, it provides estimates of LID parameters that can help in the development of projects carried out in the Mediterranean climate.

Suggested Citation

  • Jesse Weggemans & Maria Luiza Santos & Filipa Ferreira & Gabriel Duarte Moreno & José Saldanha Matos, 2023. "Modeling the Hydraulic Performance of Pilot Green Roofs Using the Storm Water Management Model: How Important Is Calibration?," Sustainability, MDPI, vol. 15(19), pages 1-16, October.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:19:p:14421-:d:1252360
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/19/14421/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/19/14421/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ignacio Andrés-Doménech & Sara Perales-Momparler & Adrián Morales-Torres & Ignacio Escuder-Bueno, 2018. "Hydrological Performance of Green Roofs at Building and City Scales under Mediterranean Conditions," Sustainability, MDPI, vol. 10(9), pages 1-15, August.
    2. Patrizia Piro & Marco Carbone & Marilena De Simone & Mario Maiolo & Piero Bevilacqua & Natale Arcuri, 2018. "Energy and Hydraulic Performance of a Vegetated Roof in Sub-Mediterranean Climate," Sustainability, MDPI, vol. 10(10), pages 1-13, September.
    3. Manso, Maria & Teotónio, Inês & Silva, Cristina Matos & Cruz, Carlos Oliveira, 2021. "Green roof and green wall benefits and costs: A review of the quantitative evidence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    4. Maria Luíza Santos & Cristina Matos Silva & Filipa Ferreira & José Saldanha Matos, 2023. "Hydrological Analysis of Green Roofs Performance under a Mediterranean Climate: A Case Study in Lisbon, Portugal," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    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. Maria Luíza Santos & Cristina Matos Silva & Filipa Ferreira & José Saldanha Matos, 2023. "Hydrological Analysis of Green Roofs Performance under a Mediterranean Climate: A Case Study in Lisbon, Portugal," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    2. Yu Chen & Jacopo Gaspari, 2023. "Exploring an Integrated System for Urban Stormwater Management: A Systematic Literature Review of Solutions at Building and District Scales," Sustainability, MDPI, vol. 15(13), pages 1-16, June.
    3. Flora Silva & Cristina Sousa Coutinho Calheiros & Guilherme Valle & Pedro Pinto & António Albuquerque & Ana Maria Antão-Geraldes, 2023. "Influence of Green Roofs on the Design of a Public Stormwater Drainage System: A Case Study," Sustainability, MDPI, vol. 15(7), pages 1-13, March.
    4. Susca, T. & Zanghirella, F. & Colasuonno, L. & Del Fatto, V., 2022. "Effect of green wall installation on urban heat island and building energy use: A climate-informed systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    5. Marcin K. Widomski & Anna Musz-Pomorska & Justyna Gołębiowska, 2023. "Hydrologic Effectiveness and Economic Efficiency of Green Architecture in Selected Urbanized Catchment," Land, MDPI, vol. 12(7), pages 1-19, June.
    6. Peter J. Irga & Fraser R. Torpy & Daniel Griffin & Sara J. Wilkinson, 2023. "Vertical Greening Systems: A Perspective on Existing Technologies and New Design Recommendation," Sustainability, MDPI, vol. 15(7), pages 1-13, March.
    7. Pei-Wen Chung & Stephen J. Livesley & John P. Rayner & Claire Farrell, 2021. "Rooting Volume Impacts Growth, Coverage and Thermal Tolerance of Green Façade Climbing Plants," Land, MDPI, vol. 10(12), pages 1-13, November.
    8. Mostafa Kazemi & Luc Courard & Julien Hubert, 2021. "Heat Transfer Measurement within Green Roof with Incinerated Municipal Solid Waste Aggregates," Sustainability, MDPI, vol. 13(13), pages 1-12, June.
    9. Luca Evangelisti & Claudia Guattari & Gianluca Grazieschi & Marta Roncone & Francesco Asdrubali, 2020. "On the Energy Performance of an Innovative Green Roof in the Mediterranean Climate," Energies, MDPI, vol. 13(19), pages 1-18, October.
    10. Michał Dziadkiewicz & Renata Włodarczyk & Katarzyna Sukiennik, 2022. "Innovative Ecological Transformations in the Management of Municipal Real Estate," Sustainability, MDPI, vol. 14(21), pages 1-14, November.
    11. Liu, Hongxiao & Hamel, Perrine & Tardieu, Léa & Remme, Roy P. & Han, Baolong & Ren, Hai, 2022. "A geospatial model of nature-based recreation for urban planning: Case study of Paris, France," Land Use Policy, Elsevier, vol. 117(C).
    12. Elena Korol & Natalia Shushunova, 2022. "Analysis and Valuation of the Energy-Efficient Residential Building with Innovative Modular Green Wall Systems," Sustainability, MDPI, vol. 14(11), pages 1-13, June.
    13. Cristina Matos Silva & Fátima Bernardo & Maria Manso & Isabel Loupa Ramos, 2023. "Green Spaces over a Roof or on the Ground, Does It Matter? The Perception of Ecosystem Services and Potential Restorative Effects," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
    14. Ignacio Andrés-Doménech & Jose Anta & Sara Perales-Momparler & Jorge Rodriguez-Hernandez, 2021. "Sustainable Urban Drainage Systems in Spain: A Diagnosis," Sustainability, MDPI, vol. 13(5), pages 1-22, March.
    15. Mengmeng Cui & Filipa Ferreira & Tze Kwan Fung & José Saldanha Matos, 2021. "Tale of Two Cities: How Nature-Based Solutions Help Create Adaptive and Resilient Urban Water Management Practices in Singapore and Lisbon," Sustainability, MDPI, vol. 13(18), pages 1-22, September.
    16. Mo Wang & Xu Zhong & Chuanhao Sun & Tong Chen & Jin Su & Jianjun Li, 2023. "Comprehensive Performance of Green Infrastructure through a Life-Cycle Perspective: A Review," Sustainability, MDPI, vol. 15(14), pages 1-19, July.
    17. Fabiana Convertino & Evelia Schettini & Ileana Blanco & Carlo Bibbiani & Giuliano Vox, 2022. "Effect of Leaf Area Index on Green Facade Thermal Performance in Buildings," Sustainability, MDPI, vol. 14(5), pages 1-12, March.
    18. Jinghua Yu & Kangxin Leng & Feifei Wang & Hong Ye & Yongqiang Luo, 2020. "Simulation Study on Dynamic Thermal Performance of a New Ventilated Roof with Form-Stable PCM in Southern China," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    19. Mithun Hanumesh & Rémy Claverie & Geoffroy Séré, 2021. "A Roof of Greenery, but a Sky of Unexplored Relations—Meta-Analysis of Factors and Properties That Affect Green Roof Hydrological and Thermal Performances," Sustainability, MDPI, vol. 13(18), pages 1-25, September.
    20. Elaouzy, Y. & El Fadar, A., 2022. "Energy, economic and environmental benefits of integrating passive design strategies into buildings: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).

    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:gam:jsusta:v:15:y:2023:i:19:p:14421-:d:1252360. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.