.. SPDX-FileCopyrightText: Contributors to PyPSA-Eur SPDX-License-Identifier: CC-BY-4.0 ######################### 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 ` and `custom ` - **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. ``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/12791128 - **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.