data-retrieval.rst

Specific retrieval rules

Data in this section is retrieved and extracted in rules specified in rules/retrieve.smk.

data/bgr/

• Source: Bundesanstalt für Geowissenschaften und Rohstoffe (BGR)
• Link: https://www.bgr.bund.de/DE/Themen/Wasser/Projekte/laufend/Beratung/Ihme1500/ihme1500_projektbeschr.html?nn=1546102
• License: custom <https://www.bgr.bund.de/DE/Gemeinsames/Produkte/Produktcenter/faq_inhalt.html?nn=6951010#doc5914388bodyText5> and custom <https://www.bgr.bund.de/DE/Gemeinsames/Produkte/produkte_agb.html>
• Description: Contains data on geothermal energy resources in Europe.

data/heat_demand data/fraunhofer_heat_source_utilisation_potentials and data/dh_areas.gpkg

• Source: Fraunhofer Fordatis
• Link: https://fordatis.fraunhofer.de/handle/fordatis/341.3?mode=simple
• License: CC BY 4.0
• Description: Utilisation potentials for different heat sources across Europe and future district heating areas, based on Manz et al. 2024<https://doi.org/10.1016/j.renene.2024.120111>.

data/nuts

• Source: GISCO
• Link: https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/
• License: custom
• Description: Europe's NUTS administrative regions.

data/ENSPRESO_BIOMASS.xlsx

• Source: European Commission Joint Research Centre (JRC)
• Link: https://data.jrc.ec.europa.eu/dataset/74ed5a04-7d74-4807-9eab-b94774309d9f
• License: CC-BY 4.0
• Description: Contains biomass potentials for Europe.

data/CO2JRC_OpenFormats

• Source: SETIS
• Link: https://setis.ec.europa.eu/european-co2-storage-database_en
• License: various
• Description: European CO2 storage database CO2StoP.

data/myb1-2022-nitro-ert.xlsx

• Source: United States Geological Survey (USGS)
• Link: https://www.usgs.gov/centers/national-minerals-information-center/nitrogen-statistics-and-information
• License: CC0 (reference)
• Description: Statistics and information on the worldwide supply of, demand for, and flow of the mineral commodity nitrogen.

data/Industrial_Database.csv

• Source: Simon Pezzutto, Stefano Zambotti, Silvia Croce, Pietro Zambelli, Giulia Garegnani, Chiara Scaramuzzino, Ramón Pascual Pascuas, Alyona Zubaryeva, Franziska Haas, Dagmar Exner (EURAC), Andreas Mueller (e-think), Michael Hartner (TUW), Tobias Fleiter, Anna-Lena Klingler, Matthias Kuehnbach, 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 https://www.hotmaps-project.eu
• Link: https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database
• License: CC-BY 4.0 (reference)
• Description: Contains georeferenced industrial sites of energy-intensive industry sectors, together with GHG-emissions, production capacity, fuel demand and excess heat potentials calculated from emission and production data.

data/eurostat/Balances-April2023

• Source: Eurostat
• Link: https://ec.europa.eu/eurostat/documents/38154/4956218/Balances-April2023.zip
• License: CC-BY 4.0 (reference)
• Description: Contains energy balances for Europe.

data/eurostat/eurostat-household_energy_balances-february_2024.csv

• Source: Eurostat
• 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
• License: CC-BY 4.0 (reference)
• Description: Contains household energy balances for Europe.

data/jrc-idees-2021

• Source: Rózsai, M., Jaxa-Rozen, M., Salvucci, R., Sikora, P., Tattini, J. and Neuwahl, F., JRC-IDEES-2021: the Integrated Database of the European Energy System - Data update and technical documentation, Publications Office of the European Union, Luxembourg, 2024, doi:10.2760/614599, JRC137809.
• Link: https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/JRC-IDEES/JRC-IDEES-2021_v1
• License: CC-BY 4.0 (reference)
• Description: Contains more granular energy balances for Europe.

data/gas_network

• Source: Jan Diettrich, Adam Pluta, & Wided Medjroubi. (2021). SciGRID_gas IGGIELGN (1.1.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4767098
• Link: https://zenodo.org/records/4767098
• License: CC-BY 4.0 (reference)
• Description: Contains gas infrastructure data.

data/electricity_demand_raw.csv

• Source: Open Power System Data (OPSD) from ENTSO-E Transparency
• Link: https://data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv and https://data.open-power-system-data.org/time_series/2020-10-06/time_series_60min_singleindex.csv
• License: unknown
• Description: Contains country-level electricity demand time series.

data/load_synthetic_raw.csv

• Source: Frysztacki, M., van der Most, L., & Neumann, F. (2024). Interannual Electricity Demand Calculator [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10820928
• Link: https://zenodo.org/records/10820928
• License: CC-BY 4.0
• Description: Contains synthetic country-level electricity demand time series.

data/shipdensity_global.zip

• Source: World Bank
• Link: https://datacatalog.worldbank.org/search/dataset/0037580/Global-Shipping-Traffic-Density
• License: CC-BY 4.0 (reference)
• Description: Global shipping traffic density.

data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif

• Source: Marcel Buchhorn, Bruno Smets, Luc Bertels, Bert De Roo, Myroslava Lesiv, Nandin-Erdene Tsendbazar, Martin Herold, & Steffen Fritz. (2020). Copernicus Global Land Service: Land Cover 100m: collection 3: epoch 2019: Globe (V3.0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.3939050
• Link: https://zenodo.org/records/3939050
• License: CC-BY 4.0 (reference)
• Description: Contains rastered land cover and land use data.

data/LUISA_basemap_020321_50m.tif

• Source: European Commission Joint Research Centre (JRC)
• Link: https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/LUISA/EUROPE/Basemaps/LandUse/2018/LATEST/
• License: CC-BY 4.0 (reference)
• Description: Contains rastered land cover and land use data.

data/eez

• Source: Marine Regions
• Link: https://www.marineregions.org/download_file.php
• License: CC-BY-NC-SA
• Description: Contains offshore exclusive economic zones.

data/worldbank

• Source: World Bank
• Link: https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS
• License: CC-BY 4.0
• Description: Contains share of urban population by country.

data/naturalearth

• Source: Natural Earth
• Link: https://www.naturalearthdata.com/downloads/10m-cultural-vectors/
• License: CC0 (reference)
• Description: Country shapes, using point-of-view (POV) variant of Germany so that Crimea is included.

data/gem/Europe-Gas-Tracker-2024-05.xlsx

• Source: Global Energy Monitor
• Link: https://globalenergymonitor.org/projects/global-steel-plant-tracker/
• License: CC-BY 4.0 (reference)
• Description: Covers methane gas pipelines, LNG terminals, oil and gas-fired power plants, and methane gas extraction sites.

data/gem/Global-Steel-Plant-Tracker-April-2024-Standard-Copy-V1.xlsx

• Source: Global Energy Monitor
• Link: https://globalenergymonitor.org/projects/global-steel-plant-tracker/
• License: CC-BY 4.0 (reference)
• Description: The Global Steel Plant Tracker (GSPT) provides information on global crude iron and steel production plants, and includes every plant currently operating with a capacity of five hundred thousand tonnes per year (ttpa) or more of crude iron or steel.

data/WDPA.gpkg

• Source: UNEP-WCMC and IUCN (2024), Protected Planet: The World Database on Protected Areas (WDPA) [Online], September 2024, Cambridge, UK: UNEP-WCMC and IUCN. Available at: www.protectedplanet.net.
• Link: https://www.protectedplanet.net/en/thematic-areas/wdpa
• License: custom
• Description: Contains global protected areas.

data/WDPA_WDOECM_marine.gpkg

• Source: UNEP-WCMC and IUCN (2024), Protected Planet: The World Database on Protected Areas (WDPA) and World Database on Other Effective Area-based Conservation Measures (WD-OECM) [Online], September 2024, Cambridge, UK: UNEP-WCMC and IUCN. Available at: www.protectedplanet.net.
• Link: https://www.protectedplanet.net/en/thematic-areas/marine-protected-areas
• License: custom
• Description: Contains global protected marine areas.

data/osm-raw

• Source: OpenStreetMap via Overpass API
• Link: https://overpass-api.de/api/interpreter
• License: ODbL
• Description: Data of high-voltage transmission grid in Europe from OpenStreetMap.

cutouts

• Source: ERA5 and SARAH-3
• Link: https://zenodo.org/records/15349674
• License: CC-BY 4.0
• Description: Contains weather data cutouts for Europe to read in with atlite.

resources/costs_{year}.csv

• Source: various, mostly compiled from Danish Energy Agency (DEA) Technology Catalogues.
• Link: https://github.com/PyPSA/technology-data
• License: GPL-3.0
• Description: Contains technology data for different years such as costs, efficiencies, and lifetimes.

resources/powerplants.csv

• Source: F. Gotzens, H. Heinrichs, J. Hörsch, and F. Hofmann, Performing energy modelling exercises in a transparent way - The issue of data quality in power plant databases, Energy Strategy Reviews, vol. 23, pp. 1-12, Jan. 2019. https://doi.org/10.1016/j.esr.2018.11.004
• Link: https://github.com/PyPSA/powerplantmatching
• License: GPL-3.0
• Description: Contains matched dataset of powerplants in Europe.

resources/countries_centroids.geojson

• Source: Copyright (c) 2021 Gavin Rehkemper, https://github.com/gavinr/world-countries-centroids/tree/v1.0.0
• Link: https://cdn.jsdelivr.net/gh/gavinr/world-countries-centroids@v1.0.0/dist/countries.geojson
• License: MIT License
• Description: Contains centroids of world countries in GeoJson.

data/tyndp_2024_bundle/PECD

• Source: TYNDP 2024 Scenarios, https://2024.entsos-tyndp-scenarios.eu/download/
• Link: https://storage.googleapis.com/open-tyndp-data-store/PECD.zip
• License: CC-BY 4.0
• Description: Contains hourly PECD v3.1 capacity factor time series for Solar PV rooftop, Solar PV utility, Onshore Wind, Offshore Wind and Solar CSP.