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@ -0,0 +1,579 @@
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..
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SPDX-FileCopyrightText: 2024 The PyPSA-Eur Authors
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SPDX-License-Identifier: CC-BY-4.0
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##########################################
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Data Sources
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##########################################
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PyPSA-Eur is combiled from a variety of data sources. The following table provides an
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overview of the data sources used in PyPSA-Eur. Different licenses apply to the
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data sources.
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Zenodo data bundle
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=======================
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Data in this section is downloaded and extracted from the Zenodo data bundle
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(https://zenodo.org/records/12760663). Files included in the data bundle are too
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large to be placed directly in the repository, have been reduced in spatial
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scope to reduce file size, or are not provided through stable URLs elsewhere.
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``data/bundle/je-e-21.03.02.xls``
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- **Source:** Swiss Federal Statistics Office
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- **Link:** https://www.bfs.admin.ch/bfs/en/home/news/whats-new.assetdetail.7786557.html#context-sidebar
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- **License:** `custom (OPEN BY ASK) <https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html>`__
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- **Description:** Population and GDP data for Swiss Cantons.
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``data/bundle/NUTS_2013_60M_SH``
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- **Source:** GISCO
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- **Link:** https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/
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- **License:** `custom <https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units>`__
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- **Description:** Europe's NUTS administrative regions.
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``data/bundle/nama_10r_3popgdp.tsv.gz``
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- **Source:** Eurostat
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- **Link:** https://ec.europa.eu/eurostat/databrowser/view/NAMA_10R_3POPGDP/default/table?lang=en
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- **License:** `custom <https://ec.europa.eu/eurostat/about-us/policies/copyright>`__
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- **Description:** Average annual population to calculate regional GDP data (thousand persons) by NUTS 3 regions.
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``data/bundle/nama_10r_3gdp.tsv.gz``
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- **Source:** Eurostat
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- **Link:** https://ec.europa.eu/eurostat/databrowser/view/nama_10r_3gdp/default/table?lang=en
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- **License:** `custom <https://ec.europa.eu/eurostat/about-us/policies/copyright>`__
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- **Description:** Gross domestic product (GDP) at current market prices by NUTS 3 regions.
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``data/bundle/corine``
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- **Source:** European Environment Agency (EEA)
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- **Link:** https://sdi.eea.europa.eu/catalogue/copernicus/api/records/a84ae124-c5c5-4577-8e10-511bfe55cc0d
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- **License:** `custom <https://sdi.eea.europa.eu/catalogue/copernicus/api/records/a84ae124-c5c5-4577-8e10-511bfe55cc0d>`__
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- **Description:** CORINE Land Cover (CLC) database.
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``data/bundle/eea``
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- **Source:** European Environment Agency (EEA)
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- **Link:** https://www.eea.europa.eu/en/datahub/datahubitem-view/3b7fe76c-524a-439a-bfd2-a6e4046302a2
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- **License:** CC-BY 4.0 (`reference <https://www.eea.europa.eu/en/legal-notice#copyright-notice>`__)
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- **Description:** Total GHG emissions and removals in the EU.
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``data/bundle/nuts``
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- **Source:** GISCO
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- **Link:** https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/
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- **License:** `custom <https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units>`__
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- **Description:** Europe's NUTS administrative regions.
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``data/bundle/emobility``
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- **Source:** German Federal Highway Research Institute (BASt)
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- **Link:** https://www.bast.de/DE/Verkehrstechnik/Fachthemen/v2-verkehrszaehlung/zaehl_node.html
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- **License:** CC-BY 4.0 (`reference <https://www.bast.de/DE/Verkehrstechnik/Fachthemen/v2-verkehrszaehlung/Nutzungsbedingungen.html?nn=1819490>`__)
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- **Description:** Contains data from permanent automatic counting stations on highways and federal roads in Germany.
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``data/bundle/h2_salt_caverns_GWh_per_sqkm.geojson``
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- **Source:** Dilara Gulcin Caglayan, Nikolaus Weber, Heidi U. Heinrichs, Jochen
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Linßen, Martin Robinius, Peter A. Kukla, Detlef Stolten, Technical potential
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of salt caverns for hydrogen storage in Europe, International Journal of
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Hydrogen Energy, Volume 45, Issue 11, 2020, Pages 6793-6805.
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- **Link:** https://doi.org/10.1016/j.ijhydene.2019.12.161
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- **License:** CC-BY 4.0
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- **Description:** Contains geological hydrogen storage potentials for Europe.
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``data/bundle/natura``
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- **Source:** European Environment Agency (EEA)
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- **Link:** https://www.eea.europa.eu/en/datahub/datahubitem-view/6fc8ad2d-195d-40f4-bdec-576e7d1268e4
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- **License:** CC-BY 4.0 (`reference <https://www.eea.europa.eu/en/legal-notice#copyright-notice>`__)
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- **Description:** Natura 2000 natural protection areas.
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``data/bundle/gebco``
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- **Source:** GEBCO
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- **Link:** https://www.gebco.net/data_and_products/gridded_bathymetry_data/version_20141103/
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- **License:** CC0 (`reference <https://www.bodc.ac.uk/data/documents/nodb/301801/>`__)
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- **Description:** Bathymetric dataset (2014 version).
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``data/bundle/GDP_per_capita_PPP_1990_2015_v2.nc``
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- **Source:** Kummu, M., Taka, M. & Guillaume, J. Gridded global datasets for
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Gross Domestic Product and Human Development Index over 1990-2015. Sci Data 5,
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180004 (2018). https://doi.org/10.1038/sdata.2018.4
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- **Link:** https://datadryad.org/stash/dataset/doi:10.5061/dryad.dk1j0
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- **License:** CC0 (`reference <https://datadryad.org/stash/dataset/doi:10.5061/dryad.dk1j0>`__)
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- **Description:** Gridded GDP data.
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``data/bundle/ppp_2013_1km_Aggregated.tif``
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- **Source:** WorldPop (www.worldpop.org - School of Geography and Environmental
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Science, University of Southampton; Department of Geography and Geosciences,
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University of Louisville; Departement de Geographie, Universite de Namur) and
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Center for International Earth Science Information Network (CIESIN), Columbia
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University (2018). Global High Resolution Population Denominators Project -
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Funded by The Bill and Melinda Gates Foundation (OPP1134076).
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https://dx.doi.org/10.5258/SOTON/WP00647
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- **Link:** https://hub.worldpop.org/doi/10.5258/SOTON/WP00647
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- **License:** CC-BY 4.0 (`reference <https://hub.worldpop.org/geodata/summary?id=24770>`__)
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- **Description:** Gridded population data.
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Specific retrieval rules
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========================
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Data in this section is retrieved and extracted in rules specified in ``rules/retrieve.smk``.
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``data/ENSPRESO_BIOMASS.xlsx``
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- **Source:** European Commission Joint Research Centre (JRC)
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- **Link:** https://data.jrc.ec.europa.eu/dataset/74ed5a04-7d74-4807-9eab-b94774309d9f
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- **License:** CC-BY 4.0
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- **Description:** Contains biomass potentials for Europe.
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``data/complete_map_2020_unit_Mt.geojson``
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- **Source:** SETIS
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- **Link:** https://setis.ec.europa.eu/european-co2-storage-database_en, processed with https://github.com/ericzhou571/Co2Storage
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- **License:** `various <https://setis.ec.europa.eu/european-co2-storage-database_en>`__
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- **Description:** European CO2 storage database CO2StoP.
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``data/myb1-2022-nitro-ert.xlsx``
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- **Source:** United States Geological Survey (USGS)
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- **Link:** https://www.usgs.gov/centers/national-minerals-information-center/nitrogen-statistics-and-information
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- **License:** CC0 (`reference <https://www.usgs.gov/information-policies-and-instructions/copyrights-and-credits>`__)
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- **Description:** Statistics and information on the worldwide supply of, demand for, and flow of the mineral commodity nitrogen.
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``data/Industrial_Database.csv``
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- **Source:** Simon Pezzutto, Stefano Zambotti, Silvia Croce, Pietro Zambelli,
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Giulia Garegnani, Chiara Scaramuzzino, Ramón Pascual Pascuas, Alyona
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Zubaryeva, Franziska Haas, Dagmar Exner (EURAC), Andreas Mueller (e-think),
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Michael Hartner (TUW), Tobias Fleiter, Anna-Lena Klingler, Matthias Kuehnbach,
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Pia Manz, Simon Marwitz, Matthias Rehfeldt, Jan Steinbach, Eftim Popovski
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(Fraunhofer ISI) Reviewed by Lukas Kranzl, Sara Fritz (TUW)
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Hotmaps Project, D2.3 WP2 Report - Open Data Set for the EU28, 2018
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https://www.hotmaps-project.eu
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- **Link:** https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database
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- **License:** CC-BY 4.0 (`reference <https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database>`__)
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- **Description:** Contains georeferenced industrial sites of energy-intensive
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industry sectors, together with GHG-emissions, production capacity, fuel
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demand and excess heat potentials calculated from emission and production
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data.
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``data/eurostat/Balances-April2023``
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- **Source:** Eurostat
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- **Link:** https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-April2023.zip
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- **License:** CC-BY 4.0 (`reference <https://commission.europa.eu/legal-notice_en>`__)
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- **Description:** Contains energy balances for Europe.
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``data/eurostat/eurostat-household_energy_balances-february_2024.csv``
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- **Source:** Eurostat
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- **Link:** https://ec.europa.eu/eurostat/databrowser-backend/api/extraction/1.0/LIVE/false/sdmx/csv/nrg_d_hhq__custom_11480365?startPeriod=2013&endPeriod=2022&i&compressed=true
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- **License:** CC-BY 4.0 (`reference <https://commission.europa.eu/legal-notice_en>`__)
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- **Description:** Contains household energy balances for Europe.
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``data/jrc-idees-2021``
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- **Source:** Rózsai, M., Jaxa-Rozen, M., Salvucci, R., Sikora, P., Tattini, J.
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and Neuwahl, F., JRC-IDEES-2021: the Integrated Database of the European
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Energy System - Data update and technical documentation, Publications Office
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of the European Union, Luxembourg, 2024, doi:10.2760/614599, JRC137809.
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- **Link:** https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/JRC-IDEES/JRC-IDEES-2021_v1
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- **License:** CC-BY 4.0 (`reference <https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/JRC-IDEES/copyright.txt>`__)
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- **Description:** Contains more granular energy balances for Europe.
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``data/gas_network``
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- **Source:** Jan Diettrich, Adam Pluta, & Wided Medjroubi. (2021). SciGRID_gas
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IGGIELGN (1.1.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4767098
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- **Link:** https://zenodo.org/records/4767098
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- **License:** CC-BY 4.0 (`reference <https://zenodo.org/record/4767098>`__)
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- **Description:** Contains gas infrastructure data.
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``data/electricity_demand_raw.csv``
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- **Source:** Open Power System Data (OPSD) from ENTSO-E Transparency
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- **Link:**
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https://data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv
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and https://data.open-power-system-data.org/time_series/2020-10-06/time_series_60min_singleindex.csv
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- **License:** unknown
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- **Description:** Contains country-level electricity demand time series.
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``data/load_synthetic_raw.csv``
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- **Source:** Frysztacki, M., van der Most, L., & Neumann, F. (2024).
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Interannual Electricity Demand Calculator [Data set]. Zenodo.
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https://doi.org/10.5281/zenodo.10820928
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- **Link:** https://zenodo.org/records/10820928
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- **License:** CC-BY 4.0
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- **Description:** Contains synthetic country-level electricity demand time series.
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``data/shipdensity_global.zip``
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- **Source:** World Bank
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- **Link:** https://datacatalog.worldbank.org/search/dataset/0037580/Global-Shipping-Traffic-Density
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- **License:** CC-BY 4.0 (`reference <https://datacatalog.worldbank.org/search/dataset/0037580/Global-Shipping-Traffic-Density>`__)
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- **Description:** Global shipping traffic density.
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``data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif``
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- **Source:** Marcel Buchhorn, Bruno Smets, Luc Bertels, Bert De Roo, Myroslava
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Lesiv, Nandin-Erdene Tsendbazar, Martin Herold, & Steffen Fritz. (2020).
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Copernicus Global Land Service: Land Cover 100m: collection 3: epoch 2019:
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Globe (V3.0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.3939050
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- **Link:** https://zenodo.org/records/3939050
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- **License:** CC-BY 4.0 (`reference <https://zenodo.org/record/3939050>`__)
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- **Description:** Contains rastered land cover and land use data.
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``data/LUISA_basemap_020321_50m.tif``
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- **Source:** European Commission Joint Research Centre (JRC)
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- **Link:** https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/LUISA/EUROPE/Basemaps/LandUse/2018/LATEST/
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- **License:** CC-BY 4.0 (`reference <https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/LUISA/EUROPE/Basemaps/LandUse/2018/LATEST/>`__)
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- **Description:** Contains rastered land cover and land use data.
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``data/eez``
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- **Source:** Marine Regions
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- **Link:** https://www.marineregions.org/download_file.php
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- **License:** CC-BY-NC-SA
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- **Description:** Contains offshore exclusive economic zones.
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``data/worldbank``
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- **Source:** World Bank
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- **Link:** https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS
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- **License:** CC-BY 4.0
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|
|
|
- **Description:** Contains share of urban population by country.
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|
|
|
|
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|
|
``data/naturalearth``
|
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|
|
|
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|
|
- **Source:** Natural Earth
|
|
|
|
|
- **Link:** https://www.naturalearthdata.com/downloads/10m-cultural-vectors/
|
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|
|
- **License:** CC0 (`reference <https://www.naturalearthdata.com/about/terms-of-use/>`__)
|
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|
- **Description:** Country shapes, using point-of-view (POV) variant of Germany so that Crimea is included.
|
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|
``data/gem/Europe-Gas-Tracker-2024-05.xlsx``
|
|
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|
|
- **Source:** Global Energy Monitor
|
|
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|
|
- **Link:** https://globalenergymonitor.org/projects/global-steel-plant-tracker/
|
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|
|
- **License:** CC-BY 4.0 (`reference <https://globalenergymonitor.org/projects/europe-gas-tracker/download-data/>`__)
|
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|
|
- **Description:** Covers methane gas pipelines, LNG terminals, oil and gas-fired power plants, and methane gas extraction sites.
|
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|
``data/gem/Global-Steel-Plant-Tracker-April-2024-Standard-Copy-V1.xlsx``
|
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|
|
- **Source:** Global Energy Monitor
|
|
|
|
|
- **Link:** https://globalenergymonitor.org/projects/global-steel-plant-tracker/
|
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|
|
- **License:** CC-BY 4.0 (`reference <https://globalenergymonitor.org/projects/global-steel-plant-tracker/download-data/>`__)
|
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|
|
- **Description:** The Global Steel Plant Tracker (GSPT) provides information on
|
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|
|
global crude iron and steel production plants, and includes every plant
|
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|
|
currently operating with a capacity of five hundred thousand tonnes per year
|
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(ttpa) or more of crude iron or steel.
|
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|
``data/WDPA.gpkg``
|
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|
|
|
|
- **Source:** UNEP-WCMC and IUCN (2024), Protected Planet: The World Database on
|
|
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|
|
Protected Areas (WDPA) [Online], September 2024, Cambridge, UK: UNEP-WCMC and
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|
|
IUCN. Available at: www.protectedplanet.net.
|
|
|
|
|
- **Link:** https://www.protectedplanet.net/en/thematic-areas/wdpa
|
|
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|
|
- **License:** `custom <https://www.protectedplanet.net/en/legal>`__
|
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|
|
- **Description:** Contains global protected areas.
|
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|
``data/WDPA_WDOECM_marine.gpkg``
|
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|
|
|
- **Source:** UNEP-WCMC and IUCN (2024), Protected Planet: The World Database on
|
|
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|
|
Protected Areas (WDPA) and World Database on Other Effective Area-based
|
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|
|
Conservation Measures (WD-OECM) [Online], September 2024, Cambridge, UK:
|
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|
|
UNEP-WCMC and IUCN. Available at: www.protectedplanet.net.
|
|
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|
|
- **Link:** https://www.protectedplanet.net/en/thematic-areas/marine-protected-areas
|
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|
|
- **License:** `custom <https://www.protectedplanet.net/en/legal>`__
|
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|
|
- **Description:** Contains global protected marine areas.
|
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|
``data/osm-prebuilt``
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|
|
- **Source:** OpenStreetMap; Xiong, B., Neumann, F., & Brown, T. (2024).
|
|
|
|
|
Prebuilt Electricity Network for PyPSA-Eur based on OpenStreetMap Data (0.3)
|
|
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|
|
[Data set]. Zenodo. https://doi.org/10.5281/zenodo.13358976
|
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|
|
|
- **Link:** https://zenodo.org/records/13358976
|
|
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|
|
- **License:** ODbL (`reference <https://zenodo.org/records/13358976>`)
|
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|
|
- **Description:** Pre-built data of high-voltage transmission grid in Europe from OpenStreetMap.
|
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|
``data/osm-raw``
|
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|
|
- **Source:** OpenStreetMap via Overpass API
|
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|
|
- **Link:** https://overpass-api.de/api/interpreter
|
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|
|
- **License:** ODbL
|
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|
- **Description:** Data of high-voltage transmission grid in Europe from OpenStreetMap.
|
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|
|
``cutouts``
|
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|
|
|
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|
|
- **Source:** `ERA5
|
|
|
|
|
<https://cds-beta.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview>`__
|
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|
|
and `SARAH-3 <https://navigator.eumetsat.int/product/EO:EUM:DAT:0863>`__
|
|
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|
|
- **Link:** https://zenodo.org/records/12791128
|
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|
|
- **License:** CC-BY 4.0
|
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|
|
- **Description:** Contains weather data cutouts for Europe to read in with ``atlite``.
|
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|
|
``resources/costs_{year}.csv``
|
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|
|
- **Source:** various, mostly compiled from Danish Energy Agency (DEA)
|
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|
|
`Technology Catalogues
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|
|
|
<https://ens.dk/en/our-services/technology-catalogues>`__.
|
|
|
|
|
- **Link:** https://github.com/PyPSA/technology-data
|
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|
|
- **License:** GPL-3.0
|
|
|
|
|
- **Description:** Contains technology data for different years such as costs, efficiencies, and lifetimes.
|
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|
``resources/powerplants.csv``
|
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|
|
- **Source:** F. Gotzens, H. Heinrichs, J. Hörsch, and F. Hofmann, Performing
|
|
|
|
|
energy modelling exercises in a transparent way - The issue of data quality in
|
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|
|
|
power plant databases, Energy Strategy Reviews, vol. 23, pp. 1-12, Jan. 2019.
|
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|
|
https://doi.org/10.1016/j.esr.2018.11.004
|
|
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|
|
- **Link:** https://github.com/PyPSA/powerplantmatching
|
|
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|
|
- **License:** GPL-3.0
|
|
|
|
|
- **Description:** Contains matched dataset of powerplants in Europe.
|
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|
Repository
|
|
|
|
|
==========
|
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|
|
|
|
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|
|
|
Data in this section is included in the PyPSA-Eur repository in the ``data`` folder.
|
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|
|
``data/entsoegridkit``
|
|
|
|
|
|
|
|
|
|
- **Source:** ENTSO-E
|
|
|
|
|
- **Link:** https://www.entsoe.eu/data/map/, extracted with https://github.com/PyPSA/GridKit/tree/master/entsoe
|
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|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Data of high-voltage transmission grid in Europe from ENTSO-E.
|
|
|
|
|
|
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|
|
``data/existing_infrastructure``
|
|
|
|
|
|
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|
|
|
- **Source:** European Commission DG ENER; Mapping and analyses of the current and future (2020 - 2030) heating/cooling fuel deployment
|
|
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|
|
- **Link:** https://energy.ec.europa.eu/publications/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment-fossilrenewables-1_en
|
|
|
|
|
- **License:** CC-BY 4.0 (`reference <https://commission.europa.eu/legal-notice_en>`__)
|
|
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|
|
- **Description:** Contains country-level data on existing heating infrastructure, i.e. gas, oil, coal boilers, resistive heaters, air- and ground-sourced heat pumps.
|
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|
|
``data/retro/comparative_level_investment.csv``
|
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|
|
|
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|
|
- **Source:** Eurostat
|
|
|
|
|
- **Link:** https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Comparative_price_levels_for_investment
|
|
|
|
|
- **License:** `custom <https://ec.europa.eu/eurostat/about-us/policies/copyright>`__
|
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|
|
- **Description:** Contains data on comparative price levels for investment in Europe.
|
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|
|
``data/retro/data_building_stock.csv``
|
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|
|
|
|
- **Source:** Simon Pezzutto, Stefano Zambotti, Silvia Croce, Pietro Zambelli,
|
|
|
|
|
Giulia Garegnani, Chiara Scaramuzzino, Ramón Pascual Pascuas, Alyona
|
|
|
|
|
Zubaryeva, Franziska Haas, Dagmar Exner (EURAC), Andreas Müller (e-think),
|
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|
|
Michael Hartner (TUW), Tobias Fleiter, Anna-Lena Klingler, Matthias Kühnbach,
|
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|
|
Pia Manz, Simon Marwitz, Matthias Rehfeldt, Jan Steinbach, Eftim Popovski
|
|
|
|
|
(Fraunhofer ISI) Reviewed by Lukas Kranzl, Sara Fritz (TUW) Hotmaps Project,
|
|
|
|
|
D2.3 WP2 Report - Open Data Set for the EU28, 2018 www.hotmaps-project.eu
|
|
|
|
|
- **Link:** https://gitlab.com/hotmaps/building-stock
|
|
|
|
|
- **License:** CC-BY 4.0
|
|
|
|
|
- **Description:** Contains data on European building stock.
|
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|
|
``data/retro/electricity_taxes_eu.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Eurostat
|
|
|
|
|
- **Link:** https://ec.europa.eu/eurostat/databrowser/view/NRG_PC_204/default/table?lang=en
|
|
|
|
|
- **License:** `custom <https://ec.europa.eu/eurostat/about-us/policies/copyright>`__
|
|
|
|
|
- **Description:** Electricity prices for household consumers.
|
|
|
|
|
|
|
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|
|
``data/retro/{floor_area_missing,u_values_poland}.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** EU Building Stock Observatory
|
|
|
|
|
- **Link:** https://data.europa.eu/euodp/de/data/dataset/building-stock-observatory
|
|
|
|
|
- **License:** `custom <https://data.europa.eu/data/datasets/building-stock-observatory?locale=en>`__
|
|
|
|
|
- **Description:** The EU Building Stock Observatory monitors the energy
|
|
|
|
|
performance of buildings across Europe. It assesses improvements in the energy
|
|
|
|
|
efficiency of buildings and the impact of this on the actual energy
|
|
|
|
|
consumption of the buildings sector overall.
|
|
|
|
|
|
|
|
|
|
``data/retro/retro_cost_germany.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Institut Wohnen und Umwelt (IWU)
|
|
|
|
|
- **Link:** https://www.iwu.de/forschung/handlungslogiken/kosten-energierelevanter-bau-und-anlagenteile-bei-modernisierung/
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains thermal envelop costs for retrofitting buildings in
|
|
|
|
|
Germany.
|
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|
|
``data/retro/window_assumptions.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** ifeu, Fraunhofer IEE and Consentec (2018): Building sector
|
|
|
|
|
Efficiency: A crucial Component of the Energy Transition. A study commissioned
|
|
|
|
|
by Agora Energiewende.
|
|
|
|
|
- **Link:** https://www.agora-energiewende.de/en/publications/building-sector-efficiency-a-crucial-component-of-the-energy-transition/
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains data on physical parameters of double- and triple-glazed windows.
|
|
|
|
|
|
|
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|
|
``data/transmission_projects/nep``
|
|
|
|
|
|
|
|
|
|
- **Source:** German Federal Network Agency (Bundesnetzagentur, BNetzA)
|
|
|
|
|
- **Link:** https://data.netzausbau.de/2037-2023/NEP/NEP_2037_2045_Bestaetigung.pdf
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains transmission projects in Europe from German network development plan (Netzentwicklungsplan).
|
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|
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|
|
|
``data/transmission_projects/tyndp2020``
|
|
|
|
|
|
|
|
|
|
- **Source:** ENTSO-E
|
|
|
|
|
- **Link:** https://tyndp2020-project-platform.azurewebsites.net/projectsheets
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains transmission projects in Europe from ENTSO-E Ten Year Network Development Plan (TYNDP).
|
|
|
|
|
|
|
|
|
|
``data/ammonia_plants.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** manually collected, mostly from ICIS
|
|
|
|
|
- **Link:** https://www.icis.com/explore/resources/news/2023/01/18/10846094/insight-poor-demand-high-costs-stifle-europe-industry-despite-falling-gas-prices/
|
|
|
|
|
- **License:** CC-BY 4.0 (for compiled dataset)
|
|
|
|
|
- **Description:** Locations and production capacities of ammonia plants in Europe.
|
|
|
|
|
|
|
|
|
|
``data/attributed_ports.json``
|
|
|
|
|
|
|
|
|
|
- **Source:** World Bank
|
|
|
|
|
- **Link:** https://datacatalog.worldbank.org/search/dataset/0038118/Global---International-Ports
|
|
|
|
|
- **License:** CC-BY 4.0 (`reference <https://datacatalog.worldbank.org/search/dataset/0038118/Global---International-Ports>`__)
|
|
|
|
|
- **Description:** International ports with attributes describing name, port functions, total capacity and location.
|
|
|
|
|
|
|
|
|
|
``data/cement_plants-noneu.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** manually collected, mostly from USGS
|
|
|
|
|
- **Link:** https://www.usgs.gov/centers/national-minerals-information-center/international-minerals-statistics-and-information
|
|
|
|
|
- **License:** CC0 (`reference <https://www.usgs.gov/information-policies-and-instructions/copyrights-and-credits>`__)
|
|
|
|
|
- **Description:** Contains energy balances for Europe.
|
|
|
|
|
|
|
|
|
|
``data/ch_cantons.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Wikipedia
|
|
|
|
|
- **Link:** https://en.wikipedia.org/wiki/Data_codes_for_Switzerland
|
|
|
|
|
- **License:** CC-BY-SA 4.0
|
|
|
|
|
- **Description:** Contains NUTS codes for regions in Switzerland.
|
|
|
|
|
|
|
|
|
|
``data/ch_industrial_production_per_subsector.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Swiss Federal Office of Energy (SFOE)
|
|
|
|
|
- **Link:** https://pubdb.bfe.admin.ch/de/publication/download/11817
|
|
|
|
|
- **License:** `custom <https://www.admin.ch/gov/de/start/rechtliches.html>`__
|
|
|
|
|
- **Description:** Contains energy consumption in industry and the service sector in Switzerland.
|
|
|
|
|
|
|
|
|
|
``data/district_heat_share.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Euroheat & Power
|
|
|
|
|
- **Link:** https://www.euroheat.org/knowledge-hub/country-profiles
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains district heating shares for European countries.
|
|
|
|
|
|
|
|
|
|
``data/egs_costs.json``
|
|
|
|
|
|
|
|
|
|
- **Source:** Arman Aghahosseini, Christian Breyer, From hot rock to useful
|
|
|
|
|
energy: A global estimate of enhanced geothermal systems potential, Applied
|
|
|
|
|
Energy, Volume 279, 2020, 115769.
|
|
|
|
|
- **Link:** https://doi.org/10.1016/j.apenergy.2020.115769
|
|
|
|
|
- **License:** unknown
|
|
|
|
|
- **Description:** Contains rastered potentials and capital costs for enhanced geothermal electricity generation in Europe.
|
|
|
|
|
|
|
|
|
|
``data/eia_hydro_annual_capacity.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Energy Information Agency (EIA)
|
|
|
|
|
- **Link:** https://www.eia.gov/international/data/world/electricity/electricity-generation
|
|
|
|
|
- **License:** CC0 (`reference <https://www.eia.gov/about/copyrights_reuse.php>`__)
|
|
|
|
|
- **Description:** Contains country-level hydro-electric capacity for Europe by year.
|
|
|
|
|
|
|
|
|
|
``data/eia_hydro_annual_generation.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Energy Information Agency (EIA)
|
|
|
|
|
- **Link:** https://www.eia.gov/international/data/world/electricity/electricity-generation
|
|
|
|
|
- **License:** CC0 (`reference <https://www.eia.gov/about/copyrights_reuse.php>`__)
|
|
|
|
|
- **Description:** Contains country-level hydro-electric generato for Europe by year.
|
|
|
|
|
|
|
|
|
|
``data/era5-annual-HDD-per-country.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Neumann, Fabian
|
|
|
|
|
- **Link:** https://gist.github.com/fneum/d99e24e19da423038fd55fe3a4ddf875
|
|
|
|
|
- **License:** CC-BY 4.0
|
|
|
|
|
- **Description:** Contains country-level annual sum of heating degree days in
|
|
|
|
|
Europe. Used for rescaling heat demand in weather years not covered by energy
|
|
|
|
|
balance statistics.
|
|
|
|
|
|
|
|
|
|
``data/era5-annual-runoff-per-country.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Neumann, Fabian
|
|
|
|
|
- **Link:** https://gist.github.com/fneum/d99e24e19da423038fd55fe3a4ddf875
|
|
|
|
|
- **License:** CC-BY 4.0
|
|
|
|
|
- **Description:** Contains country-level annual sum of runoff in Europe. Used
|
|
|
|
|
for rescaling hydro-electricity availability in weather years not covered by
|
|
|
|
|
EIA hydro-generation statistics.
|
|
|
|
|
|
|
|
|
|
``data/gr-e-11.03.02.01.01-cc.csv``
|
|
|
|
|
|
|
|
|
|
- **Source:** Swiss Federal Statistics Office
|
|
|
|
|
- **Link:** https://www.bfs.admin.ch/asset/de/30305426
|
|
|
|
|
- **License:** `custom (OPEN BY ASK) <https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html>`__
|
|
|
|
|
- **Description:** Stock of road motor vehicles in Switzerland.
|
|
|
|
|
|
|
|
|
|
``data/heat_load_profile_BDEW.csv``
|
|
|
|
|
|
|
|
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- **Source:** oemof/demandlib
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- **Link:** https://github.com/oemof/demandlib
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- **License:** unknown
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- **Description:** Contains standard heat load profiles based on data from BDEW (German Association of Energy and Water Industries).
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``data/hydro_capacities.csv``
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.. warning::
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The provenance of the data is unclear. We will improve this in the future.
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``data/links_p_nom.csv``
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- **Source:** Wikipedia
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- **Link:** https://en.wikipedia.org/wiki/List_of_HVDC_projects
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- **License:** CC-BY-SA 4.0
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- **Description:** Contains list of HVDC transmission line projects.
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``data/nuclear_p_max_pu.csv``
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- **Source:** International Atomic Energy Agency (IAEA)
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- **Link:** https://pris.iaea.org/PRIS/WorldStatistics/ThreeYrsEnergyAvailabilityFactor.aspx
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- **License:** `custom <https://www.iaea.org/about/terms-of-use>`__
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- **Description:** Country-level nuclear power plant availability factors.
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``data/refineries-noneu.csv``
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- **Source:** manually collected, mostly from Energy Information Agency (EIA)
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- **Link:** https://www.eia.gov/petroleum/refinerycapacity/table3.pdf
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- **License:** CC0 (`reference <https://www.eia.gov/about/copyrights_reuse.php>`__)
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- **Description:** Contains locations and capacities of oil refineries in Europe.
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``data/switzerland-new_format-all_years.csv``
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- **Source:** Swiss Federal Office of Energy (SFOE)
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- **Link:** https://www.bfe.admin.ch/bfe/de/home/versorgung/statistik-und-geodaten/energiestatistiken/energieverbrauch-nach-verwendungszweck.html/
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- **License:** `custom <https://www.admin.ch/gov/de/start/rechtliches.html>`__
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- **Description:** Contains energy consumption by sector / application for Switzerland.
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``data/unit_commitment.csv``
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- **Source:** `DIW
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<https://www.diw.de/documents/publikationen/73/diw_01.c.424566.de/diw_datadoc_2013-068.pdf>`__,
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`Agora Energiewende
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<https://www.agora-energiewende.de/fileadmin/Projekte/2017/Flexibility_in_thermal_plants/115_flexibility-report-WEB.pdf>`__,
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`Schill et al. (2017)
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<https://static-content.springer.com/esm/art%3A10.1038%2Fnenergy.2017.50/MediaObjects/41560_2017_BFnenergy201750_MOESM196_ESM.pdf>`__,
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`Martin (2022) <https://zenodo.org/records/6421682>`__
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- **Link:** https://github.com/lisazeyen/hourly_vs_annually/blob/b67ca9222711372d8ab6cd58f9ebe7bc637939bf/scripts/solve_network.py#L554
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- **License:** CC-BY 4.0
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- **Description:** Contains energy balances for Europe.
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``data/biomass_transport_costs_supply_chain{1,2}.csv``
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- **Source:** European Commission Joint Research Centre (JRC)
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- **Link:** https://publications.jrc.ec.europa.eu/repository/handle/JRC98626
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- **License:** CC-BY 4.0 (`reference <https://commission.europa.eu/legal-notice_en#copyright-notice>`__)
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- **Description:** Contains transport costs for different types of biomass.
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Fabian Neumann
GitHub