IDEAS home Printed from https://ideas.repec.org/a/gam/jdataj/v8y2023i3p59-d1089537.html
   My bibliography  Save this article

WaRM: A Roof Material Spectral Library for Wallonia, Belgium

Author

Listed:
  • Coraline Wyard

    (Remote Sensing and Geodata Unit, Institut Scientifique de Service Public (ISSeP), 4000 Liège, Belgium)

  • Rodolphe Marion

    (Commissariat à l’Energie Atomique et aux Énergies Alternatives, CEA/DAM/DIF, F-91297 Arpajon, France)

  • Eric Hallot

    (Remote Sensing and Geodata Unit, Institut Scientifique de Service Public (ISSeP), 4000 Liège, Belgium)

Abstract

The exploitation of urban-material spectral properties is of increasing importance for a broad range of applications, such as urban climate-change modeling and mitigation or specific/dangerous roof-material detection and inventory. A new spectral library dedicated to the detection of roof material was created to reflect the regional diversity of materials employed in Wallonia, Belgium. The Walloon Roof Material (WaRM) spectral library accounts for 26 roof material spectra in the spectral range 350–2500 nm. Spectra were acquired using an ASD FieldSpec3 Hi-Res spectrometer in laboratory conditions, using a spectral sampling interval of 1 nm. The analysis of the spectra shows that spectral signatures are strongly influenced by the color of the roof materials, at least in the VIS spectral range. The SWIR spectral range is in general more relevant to distinguishing the different types of material. Exceptions are the similar properties and very close spectra of several black materials, meaning that their spectral signatures are not sufficiently different to distinguish them from each other. Although building materials can vary regionally due to different available construction materials, the WaRM spectral library can certainly be used for wider applications; Wallonia has always been strongly connected to the surrounding regions and has always encountered climatic conditions similar to all of Northwest Europe.

Suggested Citation

  • Coraline Wyard & Rodolphe Marion & Eric Hallot, 2023. "WaRM: A Roof Material Spectral Library for Wallonia, Belgium," Data, MDPI, vol. 8(3), pages 1-12, March.
  • Handle: RePEc:gam:jdataj:v:8:y:2023:i:3:p:59-:d:1089537
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2306-5729/8/3/59/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2306-5729/8/3/59/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kathryn Elmer & Raymond J. Soffer & J. Pablo Arroyo-Mora & Margaret Kalacska, 2020. "ASDToolkit: A Novel MATLAB Processing Toolbox for ASD Field Spectroscopy Data," Data, MDPI, vol. 5(4), pages 1-15, October.
    2. Santamouris, M. & Yun, Geun Young, 2020. "Recent development and research priorities on cool and super cool materials to mitigate urban heat island," Renewable Energy, Elsevier, vol. 161(C), pages 792-807.
    3. Mohammad Abbasi & Sherif Mostafa & Abel Silva Vieira & Nicholas Patorniti & Rodney A. Stewart, 2022. "Mapping Roofing with Asbestos-Containing Material by Using Remote Sensing Imagery and Machine Learning-Based Image Classification: A State-of-the-Art Review," Sustainability, MDPI, vol. 14(13), pages 1-29, July.
    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. SangHyeok Lee & Donghyun Kim, 2022. "Multidisciplinary Understanding of the Urban Heating Problem and Mitigation: A Conceptual Framework for Urban Planning," IJERPH, MDPI, vol. 19(16), pages 1-15, August.
    2. Alessandro Cannavale & Marco Pugliese & Roberto Stasi & Stefania Liuzzi & Francesco Martellotta & Vincenzo Maiorano & Ubaldo Ayr, 2024. "Effectiveness of Daytime Radiative Sky Cooling in Constructions," Energies, MDPI, vol. 17(13), pages 1-23, June.
    3. George M. Stavrakakis & Dimitris A. Katsaprakakis & Konstantinos Braimakis, 2023. "A Computational Fluid Dynamics Modelling Approach for the Numerical Verification of the Bioclimatic Design of a Public Urban Area in Greece," Sustainability, MDPI, vol. 15(15), pages 1-27, July.
    4. Yi Liu & Tiezhu Shi & Zeying Lan & Kai Guo & Dachang Zhuang & Xiangyang Zhang & Xiaojin Liang & Tianqi Qiu & Shengfei Zhang & Yiyun Chen, 2024. "Estimating the Soil Copper Content of Urban Land in a Megacity Using Piecewise Spectral Pretreatment," Land, MDPI, vol. 13(4), pages 1-21, April.
    5. Xu, Fusuo & Zhang, Jianshun & Gao, Zhi, 2024. "A case study of the effect of building surface cool and super cool materials on residential neighbourhood energy consumption in Nanjing," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    6. Chiatti, Chiara & Fabiani, Claudia & Bondi, Roberto & Zampini, Giulia & Latterini, Loredana & Pisello, Anna Laura, 2023. "Controlled combination of phosphorescent and fluorescent materials to exploit energy-saving potential in the built environment," Energy, Elsevier, vol. 275(C).
    7. Cilence Munghemezulu & Zinhle Mashaba-Munghemezulu & Phathutshedzo Eugene Ratshiedana & Eric Economon & George Chirima & Sipho Sibanda, 2023. "Unmanned Aerial Vehicle (UAV) and Spectral Datasets in South Africa for Precision Agriculture," Data, MDPI, vol. 8(6), pages 1-14, May.
    8. Xinyi Wang & Yuan Chen & Zhichao Wang & Bo Xu & Zhongke Feng, 2024. "Multi-Temporal Analysis of the Impact of Summer Forest Dynamics on Urban Heat Island Effect in Yan’an City," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
    9. Mia V. Hikuwai & Nicholas Patorniti & Abel S. Vieira & Georgia Frangioudakis Khatib & Rodney A. Stewart, 2023. "Artificial Intelligence for the Detection of Asbestos Cement Roofing: An Investigation of Multi-Spectral Satellite Imagery and High-Resolution Aerial Imagery," Sustainability, MDPI, vol. 15(5), pages 1-23, February.
    10. Angeliki Kitsopoulou & Evangelos Bellos & Christos Tzivanidis, 2024. "An Up-to-Date Review of Passive Building Envelope Technologies for Sustainable Design," Energies, MDPI, vol. 17(16), pages 1-55, August.
    11. Zhang, Hongjie & Yao, Runming & Luo, Qing & Wang, Wenbo, 2022. "A mathematical model for a rapid calculation of the urban canyon albedo and its applications," Renewable Energy, Elsevier, vol. 197(C), pages 836-851.
    12. Gordana Kaplan & Mateo Gašparović & Onur Kaplan & Vancho Adjiski & Resul Comert & Mohammad Asef Mobariz, 2023. "Machine Learning-Based Classification of Asbestos-Containing Roofs Using Airborne RGB and Thermal Imagery," Sustainability, MDPI, vol. 15(7), pages 1-16, March.
    13. Chiatti, Chiara & Kousis, Ioannis & Fabiani, Claudia & Pisello, Anna Laura, 2022. "Effect of optimized photoluminescence on luminous and passive cooling potential: A new combined experimental and numerical approach applied to yellow-emitting glass tiles," Renewable Energy, Elsevier, vol. 196(C), pages 28-39.
    14. Chiatti, Chiara & Fabiani, Claudia & Cotana, Franco & Pisello, Anna Laura, 2021. "Exploring the potential of photoluminescence for urban passive cooling and lighting applications: A new approach towards materials’ optimization," Energy, Elsevier, vol. 231(C).
    15. Alessia Di Giuseppe & Marta Cardinali & Beatrice Castellani & Mirko Filipponi & Alberto Maria Gambelli & Lucio Postrioti & Andrea Nicolini & Federico Rossi, 2021. "The Effect of the Substrate on the Optic Performance of Retro-Reflective Coatings: An In-Lab Investigation," Energies, MDPI, vol. 14(10), pages 1-10, May.
    16. Xiaoyu Cai & Jun Yang & Yuqing Zhang & Xiangming Xiao & Jianhong (Cecilia) Xia, 2023. "Cooling island effect in urban parks from the perspective of internal park landscape," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    17. Abdul Munaf Mohamed Irfeey & Hing-Wah Chau & Mohamed Mahusoon Fathima Sumaiya & Cheuk Yin Wai & Nitin Muttil & Elmira Jamei, 2023. "Sustainable Mitigation Strategies for Urban Heat Island Effects in Urban Areas," Sustainability, MDPI, vol. 15(14), pages 1-26, July.
    18. Angeliki Kitsopoulou & Evangelos Bellos & Panagiotis Lykas & Christos Sammoutos & Michail Gr. Vrachopoulos & Christos Tzivanidis, 2023. "A Systematic Analysis of Phase Change Material and Optically Advanced Roof Coatings Integration for Athenian Climatic Conditions," Energies, MDPI, vol. 16(22), pages 1-20, November.

    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:jdataj:v:8:y:2023:i:3:p:59-:d:1089537. 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.