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Geo-Locations and System Data of Renewable Energy Installations in Germany

Author

Listed:
  • David Manske

    (Department of Bioenergy, Helmholtz Centre for Environmental Research GmbH—UFZ, Permoserstraße 15, 04318 Leipzig, Germany)

  • Lukas Grosch

    (Department of Bioenergy, Helmholtz Centre for Environmental Research GmbH—UFZ, Permoserstraße 15, 04318 Leipzig, Germany)

  • Julius Schmiedt

    (Department of Bioenergy, Helmholtz Centre for Environmental Research GmbH—UFZ, Permoserstraße 15, 04318 Leipzig, Germany)

  • Nora Mittelstädt

    (Department of Bioenergy, Helmholtz Centre for Environmental Research GmbH—UFZ, Permoserstraße 15, 04318 Leipzig, Germany)

  • Daniela Thrän

    (Department of Bioenergy, Helmholtz Centre for Environmental Research GmbH—UFZ, Permoserstraße 15, 04318 Leipzig, Germany
    Bioenergy Systems Department, DBFZ Deutsches Biomasseforschungszentrum gGmbH, Torgauer Str. 116, 04347 Leipzig, Germany)

Abstract

Information on geo-locations of renewable energy installations is very useful to investigate spatial, social or environmental questions on their impact at local and national level. However, existing data sets do not provide a sufficiently accurate representation of these installations in Germany over space and time. This work provides a valid approach on how a data set of wind power plants, photovoltaic field systems, bioenergy plants and hydropower plants can be created for Germany based on a data extract from the Core Energy Market Data Register (CEMDR) and publicly available data. Established methods were used (e.g., random forest, image recognition), but new techniques were also developed to fill data gaps or locate misplaced renewable energy installations. In this way, a substantial part of the CEMDR data could be corrected and processed in such a way that it can be freely used in a GIS software by any scientific and non-scientific discipline.

Suggested Citation

  • David Manske & Lukas Grosch & Julius Schmiedt & Nora Mittelstädt & Daniela Thrän, 2022. "Geo-Locations and System Data of Renewable Energy Installations in Germany," Data, MDPI, vol. 7(9), pages 1-15, September.
    • Handle: RePEc:gam:jdataj:v:7:y:2022:i:9:p:128-:d:911634
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    References listed on IDEAS

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    1. Marcus Eichhorn & Mattes Scheftelowitz & Matthias Reichmuth & Christian Lorenz & Kyriakos Louca & Alexander Schiffler & Rita Keuneke & Martin Bauschmann & Jens Ponitka & David Manske & Daniela Thrän, 2019. "Spatial Distribution of Wind Turbines, Photovoltaic Field Systems, Bioenergy, and River Hydro Power Plants in Germany," Data, MDPI, vol. 4(1), pages 1-15, February.
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    Citations

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    Cited by:

    1. Seeger, Lena & Mittelstädt, Nora & Manske, David & Thrän, Daniela, 2023. "Kritische Flächenfragen: Flächenveränderungen und Flächendruck in Deutschland im Untersuchungszeitraum 2016-2020," UFZ Discussion Papers 1/2023, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).
    2. Jan-Niklas Meier & Paul Lehmann & Bernd Süssmuth & Stephan Wedekind, 2024. "Wind power deployment and the impact of spatial planning policies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(2), pages 491-550, February.

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