Supplementary data for "Energy Justice and Housing: Spatial distribution of Energy Burden in Berlin"
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| Language: | English |
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2026
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| _version_ | 1866902237207330816 |
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| author | Hoffmann, Martha Wanner Fandrych, Sophie |
| author_facet | Hoffmann, Martha Wanner Fandrych, Sophie |
| contents | <p>This dataset provides supplementary material to the journal article "Energy Justice and Housing: <strong>Spatial distribution of Energy Burden in Berlin</strong>", submitted to Environmental Research: Energy / IOP Science. The relevant context and methodology is provided in this publication. The supplementary material includes the following files:</p> <ul> <li>A novel PLR-level dataset of energy consumption, energy burden and energy poverty in Berlin, in two formats: `energy_consump_burden_epov_berlin.csv` and `energy_consump_burden_epov_berlin.geojson`</li> </ul> <p>Specifically, the datasets capture following indicators on PLR-level (Planungsräume (PLR], eng: planning areas):</p> <ul> <li>Energy consumption per square meter of living space, per capita and per household, based on: <ul> <li>SenWEB. Energieatlas Berlin [Energy Atlas Berlin], 2024. <a href="https://energieatlas.berlin.de/">https://energieatlas.berlin.de/</a></li> <li>SenStadtUm. Emissionsdatenbank Berlin [Emissions database Berlin], 2016.</li> <li>AfSBB. Energie- und CO2-Bilanz in Berlin 2021 [Energy and CO2 balance in Berlin 2021], 2023a.</li> <li>AfSBB. Ergebnisse des Mikrozensus im Land Berlin 2023 (Erstergebnisse) [Results of the Berlin Microcensus 2023 (initial results)], 2024b.</li> <li>AfSBB. Kleinräumige Daten Berlin. Lebensweltlich Orientierte Räume. Ebene: Planungsräume. Zensus 2022 [Small-Scale Data Berlin. Lifeworld-Oriented Areas. Level: Planning Areas. 2022 Census], 2024c.</li> <li>SenStadt. Datengrundlage: Gebäudeeignung für ein zentrales oder dezentrales Wärmeversorgungssystem [Data basis: Building suitability for a central or decentralized heat supply system], 2022.</li> <li>SenStadt. Gebäudeeignung für ein zentrales / dezentrales Wärmeversorgungssystem. Inhaltliche Beschreibung [Building suitability for a centralized/decentralized heat supply system. Content description], Aug. 2023a.</li> </ul> </li> </ul> <ul> <li>Based on energy consumption per household, we also provide <ul> <li>Share of energy from electricity </li> <li>Share of energy from district heating</li> <li>Share of energy from heating oil</li> <li>Share of energy from gas </li> </ul> </li> </ul> <ul> <li>Energy expenditure per household (own derivation based on price assumptions)</li> <li>Energy burdens as share of household income spent on household energy consumption, per income level (own calculation) <ul> <li>Income levels based on: AfSBB. Einwohnerinnen und Einwohner und Privathaushalte in Berlin am 31.12.2022 [Residents and private households in Berlin on 31.12.2022], 2024a.</li> </ul> </li> <li>Weighted energy burden across PLR, from income level (own derivation)</li> <li>Share households in energy burden levels, accoding to Berlin-wide median energy burden of 5.7% (own derivation) <ul> <li>Energy burden below 0.5 of median energy burden (0.5 M, energy unburdened)</li> <li>Energy burden above 1.5 of median energy burden (1.5 M, energy burdened)</li> <li>Energy burden above 2 of median energy burden (2 M, energy impoverished)</li> </ul> </li> <li>Net household income from net rent, net rent burden and average heated living area <ul> <li>AfSBB. Kleinräumige Daten Berlin. Lebensweltlich Orientierte Räume. Ebene: Planungsräume. Zensus 2022 [Small-Scale Data Berlin. Lifeworld-Oriented Areas. Level: Planning Areas. 2022 Census], 2024c.</li> <li>bulwiengesa AG. Berliner Nachhaltigkeitsatlas. Januar 2025. https://atruvia.scene7.com/is/content/atruvia/studie-berliner-nachhaltigkeitsatlas.pdf </li> <li>bulwiengesa AG, Michael Bauer Research GmbH 2022; ImmobilienScout; Zensus 2022: Statistische Ämter des Bundes und der Länder. Indikatoren des Berliner Nachhaltigkeitsatlases. 2025.</li> </ul> </li> <li>Average energy burden across PLR (own derivation)</li> </ul> <p>Further information may be gathered from:</p> <p>Wanner Fandrych, S. (2025). Energiegerechtigkeit und Wohnen. Eine räumliche Analyse für Berlin anhand der Energiekostenbelastung [Energy justice and housing: A spatial analysis for Berlin based on energy cost burden]. Master thesis. <a href="https://doi.org/10.5281/zenodo.15683167" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.15683167</a></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18240997 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Supplementary data for "Energy Justice and Housing: Spatial distribution of Energy Burden in Berlin" Hoffmann, Martha Wanner Fandrych, Sophie Berlin Energy burden Energy poverty Energy consumption Energy expenditure Energiekostenbelastung Energiearmut Spatial dataset Correlation <p>This dataset provides supplementary material to the journal article "Energy Justice and Housing: <strong>Spatial distribution of Energy Burden in Berlin</strong>", submitted to Environmental Research: Energy / IOP Science. The relevant context and methodology is provided in this publication. The supplementary material includes the following files:</p> <ul> <li>A novel PLR-level dataset of energy consumption, energy burden and energy poverty in Berlin, in two formats: `energy_consump_burden_epov_berlin.csv` and `energy_consump_burden_epov_berlin.geojson`</li> </ul> <p>Specifically, the datasets capture following indicators on PLR-level (Planungsräume (PLR], eng: planning areas):</p> <ul> <li>Energy consumption per square meter of living space, per capita and per household, based on: <ul> <li>SenWEB. Energieatlas Berlin [Energy Atlas Berlin], 2024. <a href="https://energieatlas.berlin.de/">https://energieatlas.berlin.de/</a></li> <li>SenStadtUm. Emissionsdatenbank Berlin [Emissions database Berlin], 2016.</li> <li>AfSBB. Energie- und CO2-Bilanz in Berlin 2021 [Energy and CO2 balance in Berlin 2021], 2023a.</li> <li>AfSBB. Ergebnisse des Mikrozensus im Land Berlin 2023 (Erstergebnisse) [Results of the Berlin Microcensus 2023 (initial results)], 2024b.</li> <li>AfSBB. Kleinräumige Daten Berlin. Lebensweltlich Orientierte Räume. Ebene: Planungsräume. Zensus 2022 [Small-Scale Data Berlin. Lifeworld-Oriented Areas. Level: Planning Areas. 2022 Census], 2024c.</li> <li>SenStadt. Datengrundlage: Gebäudeeignung für ein zentrales oder dezentrales Wärmeversorgungssystem [Data basis: Building suitability for a central or decentralized heat supply system], 2022.</li> <li>SenStadt. Gebäudeeignung für ein zentrales / dezentrales Wärmeversorgungssystem. Inhaltliche Beschreibung [Building suitability for a centralized/decentralized heat supply system. Content description], Aug. 2023a.</li> </ul> </li> </ul> <ul> <li>Based on energy consumption per household, we also provide <ul> <li>Share of energy from electricity </li> <li>Share of energy from district heating</li> <li>Share of energy from heating oil</li> <li>Share of energy from gas </li> </ul> </li> </ul> <ul> <li>Energy expenditure per household (own derivation based on price assumptions)</li> <li>Energy burdens as share of household income spent on household energy consumption, per income level (own calculation) <ul> <li>Income levels based on: AfSBB. Einwohnerinnen und Einwohner und Privathaushalte in Berlin am 31.12.2022 [Residents and private households in Berlin on 31.12.2022], 2024a.</li> </ul> </li> <li>Weighted energy burden across PLR, from income level (own derivation)</li> <li>Share households in energy burden levels, accoding to Berlin-wide median energy burden of 5.7% (own derivation) <ul> <li>Energy burden below 0.5 of median energy burden (0.5 M, energy unburdened)</li> <li>Energy burden above 1.5 of median energy burden (1.5 M, energy burdened)</li> <li>Energy burden above 2 of median energy burden (2 M, energy impoverished)</li> </ul> </li> <li>Net household income from net rent, net rent burden and average heated living area <ul> <li>AfSBB. Kleinräumige Daten Berlin. Lebensweltlich Orientierte Räume. Ebene: Planungsräume. Zensus 2022 [Small-Scale Data Berlin. Lifeworld-Oriented Areas. Level: Planning Areas. 2022 Census], 2024c.</li> <li>bulwiengesa AG. Berliner Nachhaltigkeitsatlas. Januar 2025. https://atruvia.scene7.com/is/content/atruvia/studie-berliner-nachhaltigkeitsatlas.pdf </li> <li>bulwiengesa AG, Michael Bauer Research GmbH 2022; ImmobilienScout; Zensus 2022: Statistische Ämter des Bundes und der Länder. Indikatoren des Berliner Nachhaltigkeitsatlases. 2025.</li> </ul> </li> <li>Average energy burden across PLR (own derivation)</li> </ul> <p>Further information may be gathered from:</p> <p>Wanner Fandrych, S. (2025). Energiegerechtigkeit und Wohnen. Eine räumliche Analyse für Berlin anhand der Energiekostenbelastung [Energy justice and housing: A spatial analysis for Berlin based on energy cost burden]. Master thesis. <a href="https://doi.org/10.5281/zenodo.15683167" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.15683167</a></p> |
| title | Supplementary data for "Energy Justice and Housing: Spatial distribution of Energy Burden in Berlin" |
| topic | Berlin Energy burden Energy poverty Energy consumption Energy expenditure Energiekostenbelastung Energiearmut Spatial dataset Correlation |
| url | https://doi.org/10.5281/zenodo.18240997 |