etrago_setup

class EgonPfHvBus(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

bus_id
carrier
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added electricity substations'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added heat buses'}, {'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Added DSM buses'}, {'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Added CH4 sector buses'}, {'title': 'Francesco Witte', 'email': 'https://github.com/fwitte', 'comment': 'Added H2 sector buses'}]
country
geom
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'Pan-European Thermal Atlas, Peta version 5.0.1', 'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}]}, {'title': 'SciGRID_gas IGGIELGN', 'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}]}, {'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung', 'description': 'Shapefiles corresponding to the data provided in figure 7-1 (Donadei, S., et al., 2020, p. 7-5). The energy storage potential data are provided per federal state in table 7-1 (Donadei, S., et al., 2020, p. 7-4). Note: Please include all bgr data sources when using the data.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}]}]
type
v_mag_pu_max
v_mag_pu_min
v_mag_pu_set
v_nom
x
y
class EgonPfHvBusTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

bus_id
contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added metadata'}]
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}]
v_mag_pu_set
class EgonPfHvBusmap(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

bus0
bus1
path_length
scn_name
version
class EgonPfHvCarrier(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

co2_emissions
color
commentary
contributor_list = [{'title': 'Francesco Witte', 'email': 'https://github.com/fwitte', 'comment': 'Added list of carriers'}]
name
nice_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}]
class EgonPfHvGenerator(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

build_year
bus
capital_cost
carrier
committable
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added hydro and biomass plants'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added solar and geothermal plants'}, {'title': 'Carlos Epia', 'email': 'https://github.com/CarlosEpia', 'comment': 'Added wind on- and offshore plants'}, {'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Added gas feedin generators'}, {'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Added pv ground mounted'}]
control
down_time_before
e_nom_max
efficiency
generator_id
lifetime
marginal_cost
min_down_time
min_up_time
p_max_pu
p_min_pu
p_nom
p_nom_extendable
p_nom_max
p_nom_min
p_set
q_set
ramp_limit_down
ramp_limit_shut_down
ramp_limit_start_up
ramp_limit_up
scn_name
shut_down_cost
sign
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'open-MaStR power unit registry', 'description': 'Raw data download Marktstammdatenregister (MaStR) data using the webservice. All data from the Marktstammdatenregister is included. There are duplicates included. For further information read in the documentation of the original data source: https://www.marktstammdatenregister.de/MaStRHilfe/subpages/statistik.html', 'path': 'https://zenodo.org/record/10480930', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': 2021 Bundesnetzagentur für Elektrizität, Gas, Telekommunikation, Post und Eisenbahnen'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'description': 'ENTSOs’ TYNDP 2020 Scenario Report describes possible European energy futures up to 2050. Scenarios are not forecasts; they set out a range of possible futures used by the ENTSOs to test future electricity and gas infrastructure needs and projects. The scenarios are ambitious as they deliver a low carbon energy system for Europe by 2050. The ENTSOs have developed credible scenarios that are guided by technically sound pathways, while reflecting country by country specifics, so that a pan-European low carbon future is achieved.', 'path': 'https://tyndp.entsoe.eu/maps-data', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': ENTSO-E and ENTSOG'}]}, {'title': 'SciGRID_gas IGGIELGN', 'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}]}, {'title': 'Einspeiseatlas', 'description': 'Im Einspeiseatlas finden sie sich die Informationen zu realisierten und geplanten Biomethanaufbereitungsanlagen - mit und ohne Einspeisung ins Gasnetz - in Deutschland und weltweit.', 'path': 'https://www.biogaspartner.de/einspeiseatlas/', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Deutsche Energie-Agentur (dena, 2021)'}]}, {'titel': 'Energy System Technology Data v0.3.0', 'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}]}, {'title': 'Verwaltungsgebiete 1:250 000 (Ebenen)', 'description': 'Der Datenbestand umfasst sämtliche Verwaltungseinheiten der hierarchischen Verwaltungsebenen vom Staat bis zu den Gemeinden mit ihren Grenzen, statistischen Schlüsselzahlen, Namen der Verwaltungseinheit sowie die spezifische Bezeichnung der Verwaltungsebene des jeweiligen Landes.', 'path': 'https://daten.gdz.bkg.bund.de/produkte/vg/vg250_ebenen_0101/2020/vg250_01-01.geo84.shape.ebenen.zip', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': Bundesamt für Kartographie und Geodäsie 2020 (Daten verändert)'}]}]
start_up_cost
type
up_time_before
class EgonPfHvGeneratorTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added p_max_pu timeseries for pv and wind'}]
generator_id
marginal_cost
p_max_pu
p_min_pu
p_set
q_set
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'ERA5 global reanalysis', 'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}]}]
temp_id
class EgonPfHvLine(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

b
build_year
bus0
bus1
cables
capital_cost
carrier
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added lines from osmTGmod tables'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added meta data'}]
g
geom
length
lifetime
line_id
num_parallel
r
s_max_pu
s_nom
s_nom_extendable
s_nom_max
s_nom_min
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}]
terrain_factor
topo
type
v_ang_max
v_ang_min
v_nom
x
class EgonPfHvLineTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Carlos Epia', 'email': 'https://github.com/CarlosEpia', 'comment': 'Added s_max_pu timeseries'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added meta data'}]
line_id
s_max_pu
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'title': 'ERA5 global reanalysis', 'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}]}]
temp_id

Bases: sqlalchemy.orm.decl_api.Base

build_year
bus0
bus1
capital_cost
carrier
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added DC lines from osmTGmod tables'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added CHPs and heat links'}, {'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Added DSM links'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Added e-Mobility links'}, {'title': 'Francesco Witte', 'email': 'https://github.com/fwitte', 'comment': 'Added H2 related links'}, {'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Added CH4 links'}]
efficiency
geom
length
lifetime
marginal_cost
p_max_pu
p_min_pu
p_nom
p_nom_extendable
p_nom_max
p_nom_min
p_set
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'title': 'Pan-European Thermal Atlas, Peta version 5.0.1', 'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}]}, {'title': 'open-MaStR power unit registry', 'description': 'Raw data download Marktstammdatenregister (MaStR) data using the webservice. All data from the Marktstammdatenregister is included. There are duplicates included. For further information read in the documentation of the original data source: https://www.marktstammdatenregister.de/MaStRHilfe/subpages/statistik.html', 'path': 'https://zenodo.org/record/10480930', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': 2021 Bundesnetzagentur für Elektrizität, Gas, Telekommunikation, Post und Eisenbahnen'}]}, {'title': 'SciGRID_gas IGGIELGN', 'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}]}, {'title': 'Technical pipeline characteristics for high pressure pipelines', 'description': 'Parameters for the classification of gas pipelines, the whole documentation could is available at: https://www.econstor.eu/bitstream/10419/173388/1/1011162628.pdf', 'path': 'https://zenodo.org/record/5743452', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': DIW Berlin, 2017'}]}, {'titel': 'Energy System Technology Data v0.3.0', 'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}]}, {'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset', 'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}]
terrain_factor
topo
type
class EgonPfHvLinkTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added efficiency timeseries for heat pumps'}, {'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Added dsm link timeseries'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Added e mobility link timeseries'}]
efficiency
marginal_cost
p_max_pu
p_min_pu
p_set
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'ERA5 global reanalysis', 'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}]}, {'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset', 'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}]
temp_id
class EgonPfHvLoad(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

bus
carrier
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added electrical demands'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added heat deands'}, {'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Added gas demands'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Added mobility demands'}]
load_id
p_set
q_set
scn_name
sign
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'title': 'Pan-European Thermal Atlas, Peta version 5.0.1', 'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'Load Curves of the Industry Sector eXtremOS solidEU Scenario (Europe NUTS-3)', 'description': 'Load Curves of the Industry Sector for the eXtremOS solidEU Scenario Scenario at NUTS-3-Level. More information at https://extremos.ffe.de/.', 'path': 'http://opendata.ffe.de/dataset/load-curves-of-the-industry-sector-extremos-solideu-scenario-europe-nuts-3/', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FfE, eXtremOS Project'}]}, {'description': 'ENTSOs’ TYNDP 2020 Scenario Report describes possible European energy futures up to 2050. Scenarios are not forecasts; they set out a range of possible futures used by the ENTSOs to test future electricity and gas infrastructure needs and projects. The scenarios are ambitious as they deliver a low carbon energy system for Europe by 2050. The ENTSOs have developed credible scenarios that are guided by technically sound pathways, while reflecting country by country specifics, so that a pan-European low carbon future is achieved.', 'path': 'https://tyndp.entsoe.eu/maps-data', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': ENTSO-E and ENTSOG'}]}]
type
class EgonPfHvLoadTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added heat load timeseries'}, {'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added electricity load timeseries'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Added e mobility load timeseries'}, {'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Added gas load timeseries'}]
load_id
p_set
q_set
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'title': 'Pan-European Thermal Atlas, Peta version 5.0.1', 'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}]}, {'title': 'Load Curves of the Industry Sector eXtremOS solidEU Scenario (Europe NUTS-3)', 'description': 'Load Curves of the Industry Sector for the eXtremOS solidEU Scenario Scenario at NUTS-3-Level. More information at https://extremos.ffe.de/.', 'path': 'http://opendata.ffe.de/dataset/load-curves-of-the-industry-sector-extremos-solideu-scenario-europe-nuts-3/', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FfE, eXtremOS Project'}]}, {'description': 'ENTSOs’ TYNDP 2020 Scenario Report describes possible European energy futures up to 2050. Scenarios are not forecasts; they set out a range of possible futures used by the ENTSOs to test future electricity and gas infrastructure needs and projects. The scenarios are ambitious as they deliver a low carbon energy system for Europe by 2050. The ENTSOs have developed credible scenarios that are guided by technically sound pathways, while reflecting country by country specifics, so that a pan-European low carbon future is achieved.', 'path': 'https://tyndp.entsoe.eu/maps-data', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': ENTSO-E and ENTSOG'}]}, {'title': 'ERA5 global reanalysis', 'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}]
temp_id
class EgonPfHvStorage(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

build_year
bus
capital_cost
carrier
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added battery and pumped hydro storage units'}]
control
cyclic_state_of_charge
efficiency_dispatch
efficiency_store
inflow
lifetime
marginal_cost
max_hours
p_max_pu
p_min_pu
p_nom
p_nom_extendable
p_nom_max
p_nom_min
p_set
q_set
scn_name
sign
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf', 'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}]}, {'title': 'open-MaStR power unit registry', 'description': 'Raw data download Marktstammdatenregister (MaStR) data using the webservice. All data from the Marktstammdatenregister is included. There are duplicates included. For further information read in the documentation of the original data source: https://www.marktstammdatenregister.de/MaStRHilfe/subpages/statistik.html', 'path': 'https://zenodo.org/record/10480930', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': 2021 Bundesnetzagentur für Elektrizität, Gas, Telekommunikation, Post und Eisenbahnen'}]}, {'titel': 'Energy System Technology Data v0.3.0', 'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}]}]
standing_loss
state_of_charge_initial
state_of_charge_set
storage_id
type
class EgonPfHvStorageTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added metadata'}]
inflow
marginal_cost
p_max_pu
p_min_pu
p_set
q_set
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}]
state_of_charge_set
storage_id
temp_id
class EgonPfHvStore(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

build_year
bus
capital_cost
carrier
contributor_list = [{'title': 'Amélia Nadal', 'email': 'https://github.com/AmeliaNadal', 'comment': 'Add H2 storage'}, {'title': 'Francesco Witte', 'email': 'https://github.com/fwitte', 'comment': 'Add CH4 storage'}, {'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Add DSM storage'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Add heat storage'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Add e-mobility storage'}]
e_cyclic
e_initial
e_max_pu
e_min_pu
e_nom
e_nom_extendable
e_nom_max
e_nom_min
lifetime
marginal_cost
p_set
q_set
scn_name
sign
source_dict = {'Einspeiseatlas': {'description': 'Im Einspeiseatlas finden sie sich die Informationen zu realisierten und geplanten Biomethanaufbereitungsanlagen - mit und ohne Einspeisung ins Gasnetz - in Deutschland und weltweit.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Deutsche Energie-Agentur (dena, 2021)'}], 'path': 'https://www.biogaspartner.de/einspeiseatlas/', 'title': 'Einspeiseatlas'}, 'SciGRID_gas': {'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}], 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'title': 'SciGRID_gas IGGIELGN'}, 'bgr_inspee': {'description': 'The application "Information System Salt Structures" provides information about the areal distribution of salt structures (stocks and pillows) in Northern Germany. With general structural describing information, such as depth, secondary thickness, types of use or state of exploration, queries can be conducted. Contours of the salt structures can be displayed at horizontal cross-sections at four different depths up to a maximum depth of 2000 m below NN. A data sheet with information and further reading is provided for every single salt structure. Taking into account the fact that this work was undertaken at a scale for providing an overview and not for investigation of single structures, the scale of display is limited to a minimum of 1:300.000. This web application is the product of a BMWi-funded research project "InSpEE" running from the year 2012 to 2015. The acronym stands for "Information system salt structures: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air)".', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2015'}], 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=338136ea-261a-4569-a2bf-92999d09bad2', 'title': 'Salt structures in Northern Germany'}, 'bgr_inspeeds': {'description': 'Which salt formations are suitable for storing hydrogen or compressed air? In the InSpEE-DS research project, scientists developed requirements and criteria for the assessment of suitable sites even if their exploration is still at an early stage and there is little knowledge of the salinaries structures. Scientists at DEEP.KBB GmbH in Hanover, worked together with their project partners at the Federal Institute for Geosciences and Natural Resources and the Leibniz University Hanover, Institute for Geotechnics Hanover, to develop the planning basis for the site selection and for the construction of storage caverns in flat layered salt and multiple or double saliniferous formations. Such caverns could store renewable energy in the form of hydrogen or compressed air. While the previous project InSpEE was limited to salt formations of great thickness in Northern Germany, salt horizons of different ages have now been examined all over Germany. To estimate the potential, depth contour maps of the top and the base as well as thickness maps of the respective stratigraphic units and reference profiles were developed. Information on compressed air and hydrogen storage potential were given for the identified areas and for the individual federal states. The web service "Information system for flat layered salt" gives access to this data. The scale of display is limited to a minimum of 1:300.000. This geographic information is product of a BMWi-funded research project "InSpEE-DS" running from the year 2015 to 2019. The acronym stands for "Information system salt: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air) - double saline and flat salt layers".', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=630430b8-4025-4d6f-9a62-025b53bc8b3d', 'title': 'Flat layered salts in Germany'}, 'bgr_inspeeds_data_bundle': {'description': 'Shapefiles corresponding to the data provided in figure 7-1 (Donadei, S., et al., 2020, p. 7-5). The energy storage potential data are provided per federal state in table 7-1 (Donadei, S., et al., 2020, p. 7-4). Note: Please include all bgr data sources when using the data.', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung'}, 'bgr_inspeeds_report': {'description': 'The report includes availability of saltstructures for energy storage and energy storage potential accumulated per federal state in Germany.', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://www.bgr.bund.de/DE/Themen/Nutzung_tieferer_Untergrund_CO2Speicherung/Downloads/InSpeeDS_TP_Bewertungskriterien.pdf?__blob=publicationFile&v=3', 'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung'}, 'demandregio': {'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}], 'path': 'https://doi.org/10.34805/ffe-119-20', 'title': 'DemandRegio'}, 'dsm-heitkoetter': {'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}], 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset'}, 'egon-data': {'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}], 'path': 'https://github.com/openego/eGon-data', 'title': 'eGon-data'}, 'egon-data_bundle': {'description': 'Zenodo repository to provide several different input data sets for eGon-data', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': eGon development team'}], 'path': 'https://zenodo.org/record/10226009', 'title': 'Data bundle for egon-data'}, 'era5': {'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}], 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'title': 'ERA5 global reanalysis'}, 'hotmaps_industrial_sites': {'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}], 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'titel': 'industrial_sites_Industrial_Database'}, 'hotmaps_scen_buildings': {'description': 'Energy demand scenarios in buidlings until the year 2050 - current policy scenario', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Michael Hartner, Lukas Kranzl, Sebastian Forthuber, Sara Fritz, Andreas Müller'}], 'path': 'https://gitlab.com/hotmaps/scen_current_building_demand', 'titel': 'scen_current_building_demand'}, 'mastr': {'description': 'Raw data download Marktstammdatenregister (MaStR) data using the webservice. All data from the Marktstammdatenregister is included. There are duplicates included. For further information read in the documentation of the original data source: https://www.marktstammdatenregister.de/MaStRHilfe/subpages/statistik.html', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': 2021 Bundesnetzagentur für Elektrizität, Gas, Telekommunikation, Post und Eisenbahnen'}], 'path': 'https://zenodo.org/record/10480930', 'title': 'open-MaStR power unit registry'}, 'nep2021': {'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}], 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf'}, 'openffe_gas': {'description': 'Load Curves of the Industry Sector for the eXtremOS solidEU Scenario Scenario at NUTS-3-Level. More information at https://extremos.ffe.de/.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FfE, eXtremOS Project'}], 'path': 'http://opendata.ffe.de/dataset/load-curves-of-the-industry-sector-extremos-solideu-scenario-europe-nuts-3/', 'title': 'Load Curves of the Industry Sector eXtremOS solidEU Scenario (Europe NUTS-3)'}, 'openstreetmap': {'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}], 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'title': 'OpenStreetMap Data Extracts (Geofabrik)'}, 'peta': {'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}], 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'title': 'Pan-European Thermal Atlas, Peta version 5.0.1'}, 'pipeline_classification': {'description': 'Parameters for the classification of gas pipelines, the whole documentation could is available at: https://www.econstor.eu/bitstream/10419/173388/1/1011162628.pdf', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': DIW Berlin, 2017'}], 'path': 'https://zenodo.org/record/5743452', 'title': 'Technical pipeline characteristics for high pressure pipelines'}, 'schmidt': {'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}], 'path': 'https://zenodo.org/record/3613767', 'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model'}, 'seenergies': {'description': 'Georeferenced EU28 industrial sites with quantified annual excess heat volumes and demand data within main sectors: Chemical industry, Iron and steel, Non-ferrous metals, Non-metallic minerals, Paper and printing, and Refineries.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg'}], 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/datasets/5e36c0af918040ed936b4e4c101f611d_0/about', 'title': 'D5 1 Industry Dataset With Demand Data'}, 'technology-data': {'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}], 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'titel': 'Energy System Technology Data v0.3.0'}, 'tyndp': {'description': 'ENTSOs’ TYNDP 2020 Scenario Report describes possible European energy futures up to 2050. Scenarios are not forecasts; they set out a range of possible futures used by the ENTSOs to test future electricity and gas infrastructure needs and projects. The scenarios are ambitious as they deliver a low carbon energy system for Europe by 2050. The ENTSOs have developed credible scenarios that are guided by technically sound pathways, while reflecting country by country specifics, so that a pan-European low carbon future is achieved.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': ENTSO-E and ENTSOG'}], 'path': 'https://tyndp.entsoe.eu/maps-data'}, 'vg250': {'description': 'Der Datenbestand umfasst sämtliche Verwaltungseinheiten der hierarchischen Verwaltungsebenen vom Staat bis zu den Gemeinden mit ihren Grenzen, statistischen Schlüsselzahlen, Namen der Verwaltungseinheit sowie die spezifische Bezeichnung der Verwaltungsebene des jeweiligen Landes.', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': Bundesamt für Kartographie und Geodäsie 2020 (Daten verändert)'}], 'path': 'https://daten.gdz.bkg.bund.de/produkte/vg/vg250_ebenen_0101/2020/vg250_01-01.geo84.shape.ebenen.zip', 'title': 'Verwaltungsgebiete 1:250 000 (Ebenen)'}, 'zensus': {'description': 'Als Download bieten wir Ihnen auf dieser Seite zusätzlich zur Zensusdatenbank CSV- und teilweise Excel-Tabellen mit umfassenden Personen-, Haushalts- und Familien- sowie Gebäude- und Wohnungs\xadmerkmaln. Die Ergebnisse liegen auf Bundes-, Länder-, Kreis- und Gemeinde\xadebene vor. Außerdem sind einzele Ergebnisse für Gitterzellen verfügbar.', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': Statistische Ämter des Bundes und der Länder 2014'}], 'path': 'https://www.zensus2011.de/DE/Home/Aktuelles/DemografischeGrunddaten.html', 'title': 'Statistisches Bundesamt (Destatis) - Ergebnisse des Zensus 2011 zum Download'}}
source_list = [{'title': 'Salt structures in Northern Germany', 'description': 'The application "Information System Salt Structures" provides information about the areal distribution of salt structures (stocks and pillows) in Northern Germany. With general structural describing information, such as depth, secondary thickness, types of use or state of exploration, queries can be conducted. Contours of the salt structures can be displayed at horizontal cross-sections at four different depths up to a maximum depth of 2000 m below NN. A data sheet with information and further reading is provided for every single salt structure. Taking into account the fact that this work was undertaken at a scale for providing an overview and not for investigation of single structures, the scale of display is limited to a minimum of 1:300.000. This web application is the product of a BMWi-funded research project "InSpEE" running from the year 2012 to 2015. The acronym stands for "Information system salt structures: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air)".', 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=338136ea-261a-4569-a2bf-92999d09bad2', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2015'}]}, {'title': 'Flat layered salts in Germany', 'description': 'Which salt formations are suitable for storing hydrogen or compressed air? In the InSpEE-DS research project, scientists developed requirements and criteria for the assessment of suitable sites even if their exploration is still at an early stage and there is little knowledge of the salinaries structures. Scientists at DEEP.KBB GmbH in Hanover, worked together with their project partners at the Federal Institute for Geosciences and Natural Resources and the Leibniz University Hanover, Institute for Geotechnics Hanover, to develop the planning basis for the site selection and for the construction of storage caverns in flat layered salt and multiple or double saliniferous formations. Such caverns could store renewable energy in the form of hydrogen or compressed air. While the previous project InSpEE was limited to salt formations of great thickness in Northern Germany, salt horizons of different ages have now been examined all over Germany. To estimate the potential, depth contour maps of the top and the base as well as thickness maps of the respective stratigraphic units and reference profiles were developed. Information on compressed air and hydrogen storage potential were given for the identified areas and for the individual federal states. The web service "Information system for flat layered salt" gives access to this data. The scale of display is limited to a minimum of 1:300.000. This geographic information is product of a BMWi-funded research project "InSpEE-DS" running from the year 2015 to 2019. The acronym stands for "Information system salt: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air) - double saline and flat salt layers".', 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=630430b8-4025-4d6f-9a62-025b53bc8b3d', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}]}, {'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung', 'description': 'Shapefiles corresponding to the data provided in figure 7-1 (Donadei, S., et al., 2020, p. 7-5). The energy storage potential data are provided per federal state in table 7-1 (Donadei, S., et al., 2020, p. 7-4). Note: Please include all bgr data sources when using the data.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}]}, {'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung', 'description': 'The report includes availability of saltstructures for energy storage and energy storage potential accumulated per federal state in Germany.', 'path': 'https://www.bgr.bund.de/DE/Themen/Nutzung_tieferer_Untergrund_CO2Speicherung/Downloads/InSpeeDS_TP_Bewertungskriterien.pdf?__blob=publicationFile&v=3', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}]}, {'title': 'SciGRID_gas IGGIELGN', 'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}]}, {'titel': 'Energy System Technology Data v0.3.0', 'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}]}, {'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset', 'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}]
standing_loss
store_id
type
class EgonPfHvStoreTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Katharina Esterl', 'email': 'https://github.com/KathiEsterl', 'comment': 'Add DSM storage'}, {'title': 'Jonathan Amme', 'email': 'https://github.com/nesnoj', 'comment': 'Add e-mobility storage'}]
e_max_pu
e_min_pu
marginal_cost
p_set
q_set
scn_name
source_dict = {'Einspeiseatlas': {'description': 'Im Einspeiseatlas finden sie sich die Informationen zu realisierten und geplanten Biomethanaufbereitungsanlagen - mit und ohne Einspeisung ins Gasnetz - in Deutschland und weltweit.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Deutsche Energie-Agentur (dena, 2021)'}], 'path': 'https://www.biogaspartner.de/einspeiseatlas/', 'title': 'Einspeiseatlas'}, 'SciGRID_gas': {'description': 'The SciGRID_gas dataset represents the European gas transport network (pressure levels of 20 bars and higher) including the geo-referenced transport pipelines, compressor stations, LNG terminals, storage, production sites, gas power plants, border points, and demand time series.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 'Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)'}], 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'title': 'SciGRID_gas IGGIELGN'}, 'bgr_inspee': {'description': 'The application "Information System Salt Structures" provides information about the areal distribution of salt structures (stocks and pillows) in Northern Germany. With general structural describing information, such as depth, secondary thickness, types of use or state of exploration, queries can be conducted. Contours of the salt structures can be displayed at horizontal cross-sections at four different depths up to a maximum depth of 2000 m below NN. A data sheet with information and further reading is provided for every single salt structure. Taking into account the fact that this work was undertaken at a scale for providing an overview and not for investigation of single structures, the scale of display is limited to a minimum of 1:300.000. This web application is the product of a BMWi-funded research project "InSpEE" running from the year 2012 to 2015. The acronym stands for "Information system salt structures: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air)".', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2015'}], 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=338136ea-261a-4569-a2bf-92999d09bad2', 'title': 'Salt structures in Northern Germany'}, 'bgr_inspeeds': {'description': 'Which salt formations are suitable for storing hydrogen or compressed air? In the InSpEE-DS research project, scientists developed requirements and criteria for the assessment of suitable sites even if their exploration is still at an early stage and there is little knowledge of the salinaries structures. Scientists at DEEP.KBB GmbH in Hanover, worked together with their project partners at the Federal Institute for Geosciences and Natural Resources and the Leibniz University Hanover, Institute for Geotechnics Hanover, to develop the planning basis for the site selection and for the construction of storage caverns in flat layered salt and multiple or double saliniferous formations. Such caverns could store renewable energy in the form of hydrogen or compressed air. While the previous project InSpEE was limited to salt formations of great thickness in Northern Germany, salt horizons of different ages have now been examined all over Germany. To estimate the potential, depth contour maps of the top and the base as well as thickness maps of the respective stratigraphic units and reference profiles were developed. Information on compressed air and hydrogen storage potential were given for the identified areas and for the individual federal states. The web service "Information system for flat layered salt" gives access to this data. The scale of display is limited to a minimum of 1:300.000. This geographic information is product of a BMWi-funded research project "InSpEE-DS" running from the year 2015 to 2019. The acronym stands for "Information system salt: planning basis, selection criteria and estimation of the potential for the construction of salt caverns for the storage of renewable energies (hydrogen and compressed air) - double saline and flat salt layers".', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://produktcenter.bgr.de/terraCatalog/DetailResult.do?fileIdentifier=630430b8-4025-4d6f-9a62-025b53bc8b3d', 'title': 'Flat layered salts in Germany'}, 'bgr_inspeeds_data_bundle': {'description': 'Shapefiles corresponding to the data provided in figure 7-1 (Donadei, S., et al., 2020, p. 7-5). The energy storage potential data are provided per federal state in table 7-1 (Donadei, S., et al., 2020, p. 7-4). Note: Please include all bgr data sources when using the data.', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://dx.doi.org/10.5281/zenodo.4896526', 'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung'}, 'bgr_inspeeds_report': {'description': 'The report includes availability of saltstructures for energy storage and energy storage potential accumulated per federal state in Germany.', 'licenses': [{'name': 'geonutzv-de-2013-03-19', 'title': 'Verordnung zur Festlegung der Nutzungsbestimmungen für die Bereitstellung von Geodaten des Bundes', 'path': 'https://www.gesetze-im-internet.de/geonutzv/', 'instruction': 'Geodaten und Geodatendienste, einschließlich zugehöriger Metadaten, werden für alle derzeit bekannten sowie für alle zukünftig bekannten Zwecke kommerzieller und nicht kommerzieller Nutzung geldleistungsfrei zur Verfügung gestellt, soweit durch besondere Rechtsvorschrift nichts anderes bestimmt ist oder vertragliche oder gesetzliche Rechte Dritter dem nicht entgegenstehen.', 'attribution': BGR, Hannover, 2021'}], 'path': 'https://www.bgr.bund.de/DE/Themen/Nutzung_tieferer_Untergrund_CO2Speicherung/Downloads/InSpeeDS_TP_Bewertungskriterien.pdf?__blob=publicationFile&v=3', 'title': 'Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien und Potenzialabschätzung für die Errichtung von Salzkavernen zur Speicherung von Erneuerbaren Energien (Wasserstoff und Druckluft) Doppelsalinare und flach lagernde Salzschichten. Teilprojekt Bewertungskriterien und Potenzialabschätzung'}, 'demandregio': {'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}], 'path': 'https://doi.org/10.34805/ffe-119-20', 'title': 'DemandRegio'}, 'dsm-heitkoetter': {'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}], 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset'}, 'egon-data': {'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}], 'path': 'https://github.com/openego/eGon-data', 'title': 'eGon-data'}, 'egon-data_bundle': {'description': 'Zenodo repository to provide several different input data sets for eGon-data', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': eGon development team'}], 'path': 'https://zenodo.org/record/10226009', 'title': 'Data bundle for egon-data'}, 'era5': {'description': 'ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 4 to 7 decades. Currently data is available from 1950, split into Climate Data Store entries for 1950-1978 (preliminary back extension) and from 1979 onwards (final release plus timely updates, this page). ERA5 replaces the ERA-Interim reanalysis. See the online ERA5 documentation (https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency) for more information.', 'licenses': [{'name': 'Licence to use Copernicus Products', 'title': 'Licence to use Copernicus Products', 'path': 'https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf', 'instruction': 'This Licence is free of charge, worldwide, non-exclusive, royalty free and perpetual. Access to Copernicus Products is given for any purpose in so far as it is lawful, whereas use may include, but is not limited to: reproduction; distribution; communication to the public; adaptation, modification and combination with other data and information; or any combination of the foregoing', 'attribution': 'Copernicus Climate Change Service (C3S) Climate Data Store'}], 'path': 'https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation#ERA5:datadocumentation-Dataupdatefrequency', 'title': 'ERA5 global reanalysis'}, 'hotmaps_industrial_sites': {'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}], 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'titel': 'industrial_sites_Industrial_Database'}, 'hotmaps_scen_buildings': {'description': 'Energy demand scenarios in buidlings until the year 2050 - current policy scenario', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Michael Hartner, Lukas Kranzl, Sebastian Forthuber, Sara Fritz, Andreas Müller'}], 'path': 'https://gitlab.com/hotmaps/scen_current_building_demand', 'titel': 'scen_current_building_demand'}, 'mastr': {'description': 'Raw data download Marktstammdatenregister (MaStR) data using the webservice. All data from the Marktstammdatenregister is included. There are duplicates included. For further information read in the documentation of the original data source: https://www.marktstammdatenregister.de/MaStRHilfe/subpages/statistik.html', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': 2021 Bundesnetzagentur für Elektrizität, Gas, Telekommunikation, Post und Eisenbahnen'}], 'path': 'https://zenodo.org/record/10480930', 'title': 'open-MaStR power unit registry'}, 'nep2021': {'description': 'Die vier deutschen Übertragungsnetzbetreiber zeigen mit diesem ersten Entwurf des Netzentwicklungsplans 2035, Version 2021, den benötigten Netzausbau für die nächsten Jahre auf. Der NEP-Bericht beschreibt keine konkreten Trassenverläufe von Übertragungsleitungen, sondern er dokumentiert den notwendigen Übertragungsbedarf zwischen Netzknoten. Das heißt, es werden Anfangs- und Endpunkte von zukünftigen Leitungsverbindungen definiert sowie konkrete Empfehlungen für den Aus- und Neubau der Übertragungsnetze an Land und auf See in Deutschland gemäß den Detailanforderungen im § 12 EnWG gegeben.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Übertragungsnetzbetreiber'}], 'path': 'https://zenodo.org/record/5743452#.YbCoz7so8go', 'title': 'Netzentwicklungsplan Strom 2035, Version 2021, erster Entwurf'}, 'openffe_gas': {'description': 'Load Curves of the Industry Sector for the eXtremOS solidEU Scenario Scenario at NUTS-3-Level. More information at https://extremos.ffe.de/.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FfE, eXtremOS Project'}], 'path': 'http://opendata.ffe.de/dataset/load-curves-of-the-industry-sector-extremos-solideu-scenario-europe-nuts-3/', 'title': 'Load Curves of the Industry Sector eXtremOS solidEU Scenario (Europe NUTS-3)'}, 'openstreetmap': {'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}], 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'title': 'OpenStreetMap Data Extracts (Geofabrik)'}, 'peta': {'description': 'Modelled Heat Demand distribution (in GJ per hectare grid cell) for residential and service heat demands for space heating and hot water for the year 2015 using HRE4 data and the combined top-down bottom-up approach of HRE4. National sector-specific heat demand data, derived by the FORECAST model in HRE4 for residential (delivered energy, for space heating and hot water) and service-sector (delivered energy, for space heating, hot water and process heat) buildings for the year 2015, were distributed using modelled, spatial statistics based floor areas in 100x100m grids and a population grid. For further information please see the documentation available on the Heat Roadmap Europe website, in particular D2.3 report: Methodologies and assumptions used in the mapping.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg, Halmstad University and Aalborg University'}], 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/search', 'title': 'Pan-European Thermal Atlas, Peta version 5.0.1'}, 'pipeline_classification': {'description': 'Parameters for the classification of gas pipelines, the whole documentation could is available at: https://www.econstor.eu/bitstream/10419/173388/1/1011162628.pdf', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': DIW Berlin, 2017'}], 'path': 'https://zenodo.org/record/5743452', 'title': 'Technical pipeline characteristics for high pressure pipelines'}, 'schmidt': {'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}], 'path': 'https://zenodo.org/record/3613767', 'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model'}, 'seenergies': {'description': 'Georeferenced EU28 industrial sites with quantified annual excess heat volumes and demand data within main sectors: Chemical industry, Iron and steel, Non-ferrous metals, Non-metallic minerals, Paper and printing, and Refineries.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': Europa-Universität Flensburg'}], 'path': 'https://s-eenergies-open-data-euf.hub.arcgis.com/datasets/5e36c0af918040ed936b4e4c101f611d_0/about', 'title': 'D5 1 Industry Dataset With Demand Data'}, 'technology-data': {'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}], 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'titel': 'Energy System Technology Data v0.3.0'}, 'tyndp': {'description': 'ENTSOs’ TYNDP 2020 Scenario Report describes possible European energy futures up to 2050. Scenarios are not forecasts; they set out a range of possible futures used by the ENTSOs to test future electricity and gas infrastructure needs and projects. The scenarios are ambitious as they deliver a low carbon energy system for Europe by 2050. The ENTSOs have developed credible scenarios that are guided by technically sound pathways, while reflecting country by country specifics, so that a pan-European low carbon future is achieved.', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': ENTSO-E and ENTSOG'}], 'path': 'https://tyndp.entsoe.eu/maps-data'}, 'vg250': {'description': 'Der Datenbestand umfasst sämtliche Verwaltungseinheiten der hierarchischen Verwaltungsebenen vom Staat bis zu den Gemeinden mit ihren Grenzen, statistischen Schlüsselzahlen, Namen der Verwaltungseinheit sowie die spezifische Bezeichnung der Verwaltungsebene des jeweiligen Landes.', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': Bundesamt für Kartographie und Geodäsie 2020 (Daten verändert)'}], 'path': 'https://daten.gdz.bkg.bund.de/produkte/vg/vg250_ebenen_0101/2020/vg250_01-01.geo84.shape.ebenen.zip', 'title': 'Verwaltungsgebiete 1:250 000 (Ebenen)'}, 'zensus': {'description': 'Als Download bieten wir Ihnen auf dieser Seite zusätzlich zur Zensusdatenbank CSV- und teilweise Excel-Tabellen mit umfassenden Personen-, Haushalts- und Familien- sowie Gebäude- und Wohnungs\xadmerkmaln. Die Ergebnisse liegen auf Bundes-, Länder-, Kreis- und Gemeinde\xadebene vor. Außerdem sind einzele Ergebnisse für Gitterzellen verfügbar.', 'licenses': [{'name': 'dl-by-de/2.0', 'title': 'Datenlizenz Deutschland Namensnennung Version 2.0', 'path': 'www.govdata.de/dl-de/by-2-0', 'instruction': 'Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz Deutschland - Namensnennung - Version 2.0 zulässig.\nDie bereitgestellten Daten und Metadaten dürfen für die kommerzielle und nicht kommerzielle Nutzung insbesondere:(1) vervielfältigt, ausgedruckt, präsentiert, verändert, bearbeitet sowie an Dritte übermittelt werden;\n (2) mit eigenen Daten und Daten Anderer zusammengeführt und zu selbständigen neuen Datensätzen verbunden werden;\n (3) in interne und externe Geschäftsprozesse, Produkte und Anwendungen in öffentlichen und nicht öffentlichen elektronischen Netzwerken eingebunden werden.\nBei der Nutzung ist sicherzustellen, dass folgende Angaben als Quellenvermerk enthalten sind:\n(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n(2) der Vermerk Datenlizenz Deutschland Namensnennung Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext unter www.govdata.de/dl-de/by-2-0 sowie\n(3) einen Verweis auf den Datensatz (URI).Dies gilt nur soweit die datenhaltende Stelle die Angaben(1) bis (3) zum Quellenvermerk bereitstellt.\nVeränderungen, Bearbeitungen, neue Gestaltungen oder sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis zu versehen, dass die Daten geändert wurden.', 'attribution': Statistische Ämter des Bundes und der Länder 2014'}], 'path': 'https://www.zensus2011.de/DE/Home/Aktuelles/DemografischeGrunddaten.html', 'title': 'Statistisches Bundesamt (Destatis) - Ergebnisse des Zensus 2011 zum Download'}}
source_list = [{'titel': 'Energy System Technology Data v0.3.0', 'description': 'This script compiles assumptions on energy system technologies (such as costs, efficiencies, lifetimes, etc.) for chosen years (e.g. [2020, 2030, 2050]) from a variety of sources into CSV files to be read by energy system modelling software. The merged outputs have standardized cost years, technology names, units and source information.', 'path': 'https://github.com/PyPSA/technology-data/tree/v0.3.0', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': Marta Victoria (Aarhus University), Kun Zhu (Aarhus University), Elisabeth Zeyen (TUB), Tom Brown (TUB)'}]}, {'title': 'Assessment of the regionalised demand response potential in Germany using an open source tool and dataset', 'description': 'With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover excess feed-in by demand response. As curtailment is often a local phenomenon, in this work we determine the regional demand response potential for the 401 German administrative districts with a temporal resolution of 15 min, including technical, socio-technical and economic restrictions.', 'path': 'https://doi.org/10.1016/j.adapen.2020.100001', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2020 German Aerospace Center (DLR), Institute of Networked Energy Systems.'}]}, {'title': 'Supplementary material to the masters thesis: NUTS-3 Regionalization of Industrial Load Shifting Potential in Germany using a Time-Resolved Model', 'description': 'Supplementary material to the named masters thesis, containing data on industrial processes for the estimation of NUTS-3 load shifting potential of suitable electrically powered industrial processes (cement milling, mechanical pulping, paper production, air separation).', 'path': 'https://zenodo.org/record/3613767', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2019 Danielle Schmidt'}]}, {'titel': 'industrial_sites_Industrial_Database', 'description': 'Georeferenced industrial sites of energy-intensive industry sectors in EU28', 'path': 'https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': 2016-2018: Pia Manz, Tobias Fleiter'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}, {'title': 'DemandRegio', 'description': 'Harmonisierung und Entwicklung von Verfahren zur regionalen und zeitlichen Auflösung von Energienachfragen', 'path': 'https://doi.org/10.34805/ffe-119-20', 'licenses': [{'name': 'CC-BY-4.0', 'title': 'Creative Commons Attribution 4.0 International', 'path': 'https://creativecommons.org/licenses/by/4.0/legalcode', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute.', 'attribution': FZJ, TUB, FfE'}]}]
store_id
temp_id
class EgonPfHvTempResolution(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

resolution
start_time
temp_id
timesteps
class EgonPfHvTransformer(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

b
build_year
bus0
bus1
capital_cost
contributor_list = [{'title': 'Ilka Cußmann', 'email': 'https://github.com/IlkaCu', 'comment': 'Added transformes from osmTGmod tables'}, {'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added meta data'}]
g
geom
lifetime
model
num_parallel
phase_shift
r
s_max_pu
s_nom
s_nom_extendable
s_nom_max
s_nom_min
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}, {'title': 'OpenStreetMap Data Extracts (Geofabrik)', 'description': 'Full data extract of OpenStreetMap data for defined spatial extent at "referenceDate"', 'path': 'https://download.geofabrik.de/europe/germany-210101.osm.pbf', 'licenses': [{'name': 'ODbL-1.0', 'title': 'Open Data Commons Open Database License 1.0', 'path': 'https://opendatacommons.org/licenses/odbl/1.0/index.html', 'instruction': 'You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!', 'attribution': OpenStreetMap contributors'}]}]
tap_position
tap_ratio
tap_side
topo
trafo_id
type
v_ang_max
v_ang_min
x
class EgonPfHvTransformerTimeseries(**kwargs)[source]

Bases: sqlalchemy.orm.decl_api.Base

contributor_list = [{'title': 'Clara Büttner', 'email': 'https://github.com/ClaraBuettner', 'comment': 'Added meta data'}]
s_max_pu
scn_name
source_list = [{'title': 'eGon-data', 'description': 'Workflow to download, process and generate data sets suitable for the further research conducted in the project eGon (https://ego-n.org/)', 'path': 'https://github.com/openego/eGon-data', 'licenses': [{'name': 'AGPL-3.0 License', 'title': 'GNU Affero General Public License v3.0', 'path': 'https://www.gnu.org/licenses/agpl-3.0.de.html', 'instruction': 'Permissions of this strongest copyleft license areconditioned on making available complete source code of licensed works and modifications, which include larger works using a licensedwork, under the same license. Copyright and license notices must bepreserved. Contributors provide an express grant of patent rights.When a modified version is used to provide a service over a network,the complete source code of the modified version must be made available.', 'attribution': eGon development team'}]}]
temp_id
trafo_id
class EtragoSetup(dependencies)[source]

Bases: egon.data.datasets.Dataset

name: str

The name of the Dataset

version: str

The Dataset’s version. Can be anything from a simple semantic versioning string like “2.1.3”, to a more complex string, like for example “2021-01-01.schleswig-holstein.0” for OpenStreetMap data. Note that the latter encodes the Dataset’s date, region and a sequential number in case the data changes without the date or region changing, for example due to implementation changes.

check_carriers()[source]

Check if any eTraGo table has carriers not included in the carrier table.

Raises
  • ValueError if carriers that are not defined in the carriers table are

  • used in any eTraGo table.

create_tables()[source]

Create tables for eTraGo input data. :returns: None.

get_meta(schema, component, description='TODO', source_list=[], contributor_list=[], timeseries=False)[source]
get_pypsa_field_descriptors(component, timeseries=False)[source]
insert_carriers()[source]

Insert list of carriers into eTraGo table

Returns

None.

Add LineString geometry accoring to geometry of buses to links

Parameters
  • df (pandas.DataFrame) – List of eTraGo links with bus0 and bus1 but without topology

  • scn_name (str) – Scenario name

Returns

gdf (geopandas.GeoDataFrame) – List of eTraGo links with bus0 and bus1 but with topology

temp_resolution()[source]

Insert temporal resolution for etrago

Returns

None.