A Data-Driven Approach to Assess the Risk of Encountering Hazardous Materials in the Building Stock Based on Environmental Inventories
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Ewa Wilk & Małgorzata Krówczyńska & Bogdan Zagajewski, 2019. "Modelling the Spatial Distribution of Asbestos—Cement Products in Poland with the Use of the Random Forest Algorithm," Sustainability, MDPI, vol. 11(16), pages 1-13, August.
- Pasichnyi, Oleksii & Wallin, Jörgen & Levihn, Fabian & Shahrokni, Hossein & Kordas, Olga, 2019. "Energy performance certificates — New opportunities for data-enabled urban energy policy instruments?," Energy Policy, Elsevier, vol. 127(C), pages 486-499.
- Johansson, Tim & Olofsson, Thomas & Mangold, Mikael, 2017. "Development of an energy atlas for renovation of the multifamily building stock in Sweden," Applied Energy, Elsevier, vol. 203(C), pages 723-736.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Jordana de Oliveira & Dusan Schreiber & Vanusca Dalosto Jahno, 2024. "Circular Economy and Buildings as Material Banks in Mitigation of Environmental Impacts from Construction and Demolition Waste," Sustainability, MDPI, vol. 16(12), pages 1-27, June.
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.- Pagliaro, Francesca & Hugony, Francesca & Zanghirella, Fabio & Basili, Rossano & Misceo, Monica & Colasuonno, Luca & Del Fatto, Vincenzo, 2021. "Assessing building energy performance and energy policy impact through the combined analysis of EPC data – The Italian case study of SIAPE," Energy Policy, Elsevier, vol. 159(C).
- Marta Gangolells & Miquel Casals & Jaume Ferré-Bigorra & Núria Forcada & Marcel Macarulla & Kàtia Gaspar & Blanca Tejedor, 2019. "Energy Benchmarking of Existing Office Stock in Spain: Trends and Drivers," Sustainability, MDPI, vol. 11(22), pages 1-24, November.
- Jenny von Platten & Claes Sandels & Kajsa Jörgensson & Viktor Karlsson & Mikael Mangold & Kristina Mjörnell, 2020. "Using Machine Learning to Enrich Building Databases—Methods for Tailored Energy Retrofits," Energies, MDPI, vol. 13(10), pages 1-22, May.
- Camboni, Riccardo & Corsini, Alberto & Miniaci, Raffaele & Valbonesi, Paola, 2021.
"Mapping fuel poverty risk at the municipal level. A small-scale analysis of Italian Energy Performance Certificate, census and survey data,"
Energy Policy, Elsevier, vol. 155(C).
- Riccardo Camboni & Alberto Corsini & Raffaele Miniaci & Paola Valbonesi, 2020. "Mapping fuel poverty risk at the municipal level: A Small-Scale Analysis of Italian Energy Performance Certificate, Census and Survey data," "Marco Fanno" Working Papers 0252, Dipartimento di Scienze Economiche "Marco Fanno".
- Riccardo Camboni & Alberto Corsini & Raffaele Miniaci & Paola Valbonesi, 2020. "Mapping Fuel Poverty Risk at the Municipal Level: A Small-Scale Analysis of Italian Energy Performance Certificate, Census and Survey Data," GREDEG Working Papers 2020-33, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
- Solène Goy & François Maréchal & Donal Finn, 2020. "Data for Urban Scale Building Energy Modelling: Assessing Impacts and Overcoming Availability Challenges," Energies, MDPI, vol. 13(16), pages 1-23, August.
- Xavier Faure & Tim Johansson & Oleksii Pasichnyi, 2022. "The Impact of Detail, Shadowing and Thermal Zoning Levels on Urban Building Energy Modelling (UBEM) on a District Scale," Energies, MDPI, vol. 15(4), pages 1-18, February.
- Johari, F. & Lindberg, O. & Ramadhani, U.H. & Shadram, F. & Munkhammar, J. & Widén, J., 2024. "Analysis of large-scale energy retrofit of residential buildings and their impact on the electricity grid using a validated UBEM," Applied Energy, Elsevier, vol. 361(C).
- Kalliopi G. Droutsa & Constantinos A. Balaras & Spyridon Lykoudis & Simon Kontoyiannidis & Elena G. Dascalaki & Athanassios A. Argiriou, 2020. "Baselines for Energy Use and Carbon Emission Intensities in Hellenic Nonresidential Buildings," Energies, MDPI, vol. 13(8), pages 1-29, April.
- Hettinga, Sanne & van ’t Veer, Rein & Boter, Jaap, 2023. "Large scale energy labelling with models: The EU TABULA model versus machine learning with open data," Energy, Elsevier, vol. 264(C).
- Bianca Gasparetto Rebelatto & Amanda Lange Salvia & Luciana Londero Brandli & Walter Leal Filho, 2024. "Examining Energy Efficiency Practices in Office Buildings through the Lens of LEED, BREEAM, and DGNB Certifications," Sustainability, MDPI, vol. 16(11), pages 1-24, May.
- Antonio Attanasio & Marco Savino Piscitelli & Silvia Chiusano & Alfonso Capozzoli & Tania Cerquitelli, 2019. "Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates," Energies, MDPI, vol. 12(7), pages 1-25, April.
- Fahlstedt, Oskar & Temeljotov-Salaj, Alenka & Lohne, Jardar & Bohne, Rolf André, 2022. "Holistic assessment of carbon abatement strategies in building refurbishment literature — A scoping review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
- Ayikoe Tettey, Uniben Yao & Gustavsson, Leif, 2020. "Energy savings and overheating risk of deep energy renovation of a multi-storey residential building in a cold climate under climate change," Energy, Elsevier, vol. 202(C).
- Matheus Koengkan & José Alberto Fuinhas & Magdalena Radulescu & Emad Kazemzadeh & Nooshin Karimi Alavijeh & Renato Santiago & Mônica Teixeira, 2023. "Assessing the Role of Financial Incentives in Promoting Eco-Friendly Houses in the Lisbon Metropolitan Area—Portugal," Energies, MDPI, vol. 16(4), pages 1-20, February.
- Wilson, C. & Pettifor, H. & Chryssochoidis, G., 2018. "Quantitative modelling of why and how homeowners decide to renovate energy efficiently," Applied Energy, Elsevier, vol. 212(C), pages 1333-1344.
- Pasichnyi, Oleksii & Wallin, Jörgen & Kordas, Olga, 2019. "Data-driven building archetypes for urban building energy modelling," Energy, Elsevier, vol. 181(C), pages 360-377.
- Stefan Blomqvist & Lina La Fleur & Shahnaz Amiri & Patrik Rohdin & Louise Ödlund (former Trygg), 2019. "The Impact on System Performance When Renovating a Multifamily Building Stock in a District Heated Region," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
- Pardalis, Georgios & Talmar, Madis & Keskin, Duygu, 2021. "To be or not to be: The organizational conditions for launching one-stop-shops for energy related renovations," Energy Policy, Elsevier, vol. 159(C).
- Wenninger, Simon & Kaymakci, Can & Wiethe, Christian, 2022. "Explainable long-term building energy consumption prediction using QLattice," Applied Energy, Elsevier, vol. 308(C).
- Yuehong Lu & Zafar A. Khan & Manuel S. Alvarez-Alvarado & Yang Zhang & Zhijia Huang & Muhammad Imran, 2020. "A Critical Review of Sustainable Energy Policies for the Promotion of Renewable Energy Sources," Sustainability, MDPI, vol. 12(12), pages 1-31, June.
More about this item
Keywords
hazardous materials; asbestos; PCB; environmental investigation; statistical inference; cross-validation; machine learning pre-processing;All these keywords.
Statistics
Access and download statisticsCorrections
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:13:y:2021:i:14:p:7836-:d:593662. 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.