| 1 |  |  | from geoalchemy2 import Geometry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | from omi.dialects import get_dialect | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | from sqlalchemy import MetaData, Table | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | from sqlalchemy.dialects.postgresql.base import ischema_names | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | import importlib_resources | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | from egon.data import db, logger | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | from egon.data.datasets import Dataset | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  | from egon.data.db import engine | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  | def context(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |     Project context information for metadata | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |         "homepage": "https://ego-n.org/", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |         "documentation": "https://egon-data.readthedocs.io/en/latest/", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |         "sourceCode": "https://github.com/openego/eGon-data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |         "contact": "https://ego-n.org/partners/", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |         "grantNo": "03EI1002", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |         "fundingAgency": "Bundesministerium für Wirtschaft und Energie", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |         "fundingAgencyLogo": "https://www.innovation-beratung-" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |         "foerderung.de/INNO/Redaktion/DE/Bilder/" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |         "Titelbilder/titel_foerderlogo_bmwi.jpg?" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |         "__blob=normal&v=3", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |         "publisherLogo": "https://ego-n.org/images/eGon_logo_" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         "noborder_transbg.svg", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  | def meta_metadata(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |     Meta data on metadata | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |         OEP metadata conform metadata on metadata | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |         "metadataVersion": "OEP-1.4.1", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |         "metadataLicense": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |             "name": "CC0-1.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |             "title": "Creative Commons Zero v1.0 Universal", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |             "path": ("https://creativecommons.org/publicdomain/zero/1.0/"), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  | def licenses_datenlizenz_deutschland(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |     License information for Datenlizenz Deutschland | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |         Attribution for the dataset incl. © symbol, e.g. '© GeoBasis-DE / BKG' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |         "name": "dl-by-de/2.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |         "title": "Datenlizenz Deutschland – Namensnennung – Version 2.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |         "path": "www.govdata.de/dl-de/by-2-0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |         "instruction": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |             "Jede Nutzung ist unter den Bedingungen dieser „Datenlizenz " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |             "Deutschland - Namensnennung - Version 2.0 zulässig.\nDie " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |             "bereitgestellten Daten und Metadaten dürfen für die " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |             "kommerzielle und nicht kommerzielle Nutzung insbesondere:" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |             "(1) vervielfältigt, ausgedruckt, präsentiert, verändert, " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |             "bearbeitet sowie an Dritte übermittelt werden;\n " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |             "(2) mit eigenen Daten und Daten Anderer zusammengeführt und " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |             "zu selbständigen neuen Datensätzen verbunden werden;\n " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |             "(3) in interne und externe Geschäftsprozesse, Produkte und " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |             "Anwendungen in öffentlichen und nicht öffentlichen " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |             "elektronischen Netzwerken eingebunden werden.\n" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |             "Bei der Nutzung ist sicherzustellen, dass folgende Angaben " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |             "als Quellenvermerk enthalten sind:\n" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |             "(1) Bezeichnung des Bereitstellers nach dessen Maßgabe,\n" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |             "(2) der Vermerk Datenlizenz Deutschland – Namensnennung – " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |             "Version 2.0 oder dl-de/by-2-0 mit Verweis auf den Lizenztext " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |             "unter www.govdata.de/dl-de/by-2-0 sowie\n" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |             "(3) einen Verweis auf den Datensatz (URI)." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |             "Dies gilt nur soweit die datenhaltende Stelle die Angaben" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |             "(1) bis (3) zum Quellenvermerk bereitstellt.\n" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |             "Veränderungen, Bearbeitungen, neue Gestaltungen oder " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |             "sonstige Abwandlungen sind im Quellenvermerk mit dem Hinweis " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |             "zu versehen, dass die Daten geändert wurden." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |         ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  | def license_odbl(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |     License information for Open Data Commons Open Database License (ODbL-1.0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |         Attribution for the dataset incl. © symbol, e.g. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |         '© OpenStreetMap contributors' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |         "name": "ODbL-1.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |         "title": "Open Data Commons Open Database License 1.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |         "path": "https://opendatacommons.org/licenses/odbl/1.0/index.html", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |         "instruction": "You are free: To Share, To Create, To Adapt; " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |         "As long as you: Attribute, Share-Alike, Keep open!", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  | def license_ccby(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |     License information for Creative Commons Attribution 4.0 International | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |     (CC-BY-4.0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |         Attribution for the dataset incl. © symbol, e.g. '© GeoBasis-DE / BKG' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |         "name": "CC-BY-4.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |         "title": "Creative Commons Attribution 4.0 International", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |         "path": "https://creativecommons.org/licenses/by/4.0/legalcode", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |         "instruction": "You are free: To Share, To Create, To Adapt; " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |         "As long as you: Attribute.", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  | def license_geonutzv(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |     License information for GeoNutzV | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |         Attribution for the dataset incl. © symbol, e.g. '© GeoBasis-DE / BKG' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |         "name": "geonutzv-de-2013-03-19", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |         "title": "Verordnung zur Festlegung der Nutzungsbestimmungen für die " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |         "Bereitstellung von Geodaten des Bundes", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |         "path": "https://www.gesetze-im-internet.de/geonutzv/", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |         "instruction": "Geodaten und Geodatendienste, einschließlich " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |         "zugehöriger Metadaten, werden für alle derzeit " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |         "bekannten sowie für alle zukünftig bekannten Zwecke " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |         "kommerzieller und nicht kommerzieller Nutzung " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  |         "geldleistungsfrei zur Verfügung gestellt, soweit " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |         "durch besondere Rechtsvorschrift nichts anderes " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |         "bestimmt ist oder vertragliche oder gesetzliche " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |         "Rechte Dritter dem nicht entgegenstehen.", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  | def license_agpl(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 188 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 189 |  |  |     License information for GNU Affero General Public License v3.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 190 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 191 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 192 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 193 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 194 |  |  |         Attribution for the dataset incl. © symbol, e.g. '© GeoBasis-DE / BKG' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 195 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 196 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 197 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 198 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 199 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 200 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 201 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 202 |  |  |         "name": "AGPL-3.0 License", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |         "title": "GNU Affero General Public License v3.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |         "path": "https://www.gnu.org/licenses/agpl-3.0.de.html", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |         "instruction": "Permissions of this strongest copyleft license are" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |         "conditioned on making available complete source code of licensed " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  |         "works and modifications, which include larger works using a licensed" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |         "work, under the same license. Copyright and license notices must be" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |         "preserved. Contributors provide an express grant of patent rights." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |         "When a modified version is used to provide a service over a network," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |         "the complete source code of the modified version must be made " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |         "available.", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  | def license_dedl(attribution): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |     License information for Data licence Germany – attribution – version 2.0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |     attribution : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |         Attribution for the dataset incl. © symbol, e.g. '© GeoBasis-DE / BKG' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 229 |  |  |         OEP metadata conform data license information | 
            
                                                                                                            
                            
            
                                    
            
            
                | 230 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 231 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 232 |  |  |         "name": "DL-DE-BY-2.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 233 |  |  |         "title": "Data licence Germany – attribution – version 2.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 234 |  |  |         "path": "https://www.govdata.de/dl-de/by-2-0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 235 |  |  |         "instruction": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 236 |  |  |             "Any use will be permitted provided it fulfils the requirements of" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 237 |  |  |             " this 'Data licence Germany – attribution – Version 2.0'. The " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 238 |  |  |             "data and meta-data provided may, for commercial and " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 239 |  |  |             "non-commercial use, in particular be copied, printed, presented, " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 240 |  |  |             "altered, processed and transmitted to third parties; be merged " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 241 |  |  |             "with own data and with the data of others and be combined to form" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 242 |  |  |             " new and independent datasets; be integrated in internal and " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 243 |  |  |             "external business processes, products and applications in public " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 244 |  |  |             "and non-public electronic networks. The user must ensure that the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 245 |  |  |             " source note contains the following information: the name of the " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 246 |  |  |             "provider, the annotation 'Data licence Germany – attribution – " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 247 |  |  |             "Version 2.0' or 'dl-de/by-2-0' referring to the licence text " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 248 |  |  |             "available at www.govdata.de/dl-de/by-2-0, and a reference to the " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 249 |  |  |             "dataset (URI). This applies only if the entity keeping the data " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 250 |  |  |             "provides the pieces of information 1-3 for the source note. " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 251 |  |  |             "Changes, editing, new designs or other amendments must be marked " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 252 |  |  |             "as such in the source note." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 253 |  |  |         ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 254 |  |  |         "attribution": attribution, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 255 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 256 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 257 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 258 |  |  | def license_egon_data_odbl(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 259 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 260 |  |  |     ODbL license with eGon data attribution | 
            
                                                                                                            
                            
            
                                    
            
            
                | 261 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 262 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 263 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 264 |  |  |     dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 265 |  |  |         OEP metadata conform data license information for eGon tables | 
            
                                                                                                            
                            
            
                                    
            
            
                | 266 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 267 |  |  |     return license_odbl("© eGon development team") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 268 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 269 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 270 |  |  | def generate_resource_fields_from_sqla_model(model): | 
            
                                                                        
                            
            
                                    
            
            
                | 271 |  |  |     """Generate a template for the resource fields for metadata from a SQL | 
            
                                                                        
                            
            
                                    
            
            
                | 272 |  |  |     Alchemy model. | 
            
                                                                        
                            
            
                                    
            
            
                | 273 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 274 |  |  |     For details on the fields see field 14.6.1 of `Open Energy Metadata | 
            
                                                                        
                            
            
                                    
            
            
                | 275 |  |  |     <https://github.com/OpenEnergyPlatform/ oemetadata/blob/develop/metadata/ | 
            
                                                                        
                            
            
                                    
            
            
                | 276 |  |  |     v141/metadata_key_description.md>`_ standard. | 
            
                                                                        
                            
            
                                    
            
            
                | 277 |  |  |     The fields `name` and `type` are automatically filled, the `description` | 
            
                                                                        
                            
            
                                    
            
            
                | 278 |  |  |     and `unit` must be filled manually. | 
            
                                                                        
                            
            
                                    
            
            
                | 279 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 280 |  |  |     Examples | 
            
                                                                        
                            
            
                                    
            
            
                | 281 |  |  |     -------- | 
            
                                                                        
                            
            
                                    
            
            
                | 282 |  |  |     >>> from egon.data.metadata import generate_resource_fields_from_sqla_model | 
            
                                                                        
                            
            
                                    
            
            
                | 283 |  |  |     >>> from egon.data.datasets.zensus_vg250 import Vg250Sta | 
            
                                                                        
                            
            
                                    
            
            
                | 284 |  |  |     >>> resources = generate_resource_fields_from_sqla_model(Vg250Sta) | 
            
                                                                        
                            
            
                                    
            
            
                | 285 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 286 |  |  |     Parameters | 
            
                                                                        
                            
            
                                    
            
            
                | 287 |  |  |     ---------- | 
            
                                                                        
                            
            
                                    
            
            
                | 288 |  |  |     model : sqlalchemy.ext.declarative.declarative_base() | 
            
                                                                        
                            
            
                                    
            
            
                | 289 |  |  |         SQLA model | 
            
                                                                        
                            
            
                                    
            
            
                | 290 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 291 |  |  |     Returns | 
            
                                                                        
                            
            
                                    
            
            
                | 292 |  |  |     ------- | 
            
                                                                        
                            
            
                                    
            
            
                | 293 |  |  |     list of dict | 
            
                                                                        
                            
            
                                    
            
            
                | 294 |  |  |         Resource fields | 
            
                                                                        
                            
            
                                    
            
            
                | 295 |  |  |     """ | 
            
                                                                        
                            
            
                                    
            
            
                | 296 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 297 |  |  |     return [ | 
            
                                                                        
                            
            
                                    
            
            
                | 298 |  |  |         { | 
            
                                                                        
                            
            
                                    
            
            
                | 299 |  |  |             "name": col.name, | 
            
                                                                        
                            
            
                                    
            
            
                | 300 |  |  |             "description": "", | 
            
                                                                        
                            
            
                                    
            
            
                | 301 |  |  |             "type": str(col.type).lower(), | 
            
                                                                        
                            
            
                                    
            
            
                | 302 |  |  |             "unit": "none", | 
            
                                                                        
                            
            
                                    
            
            
                | 303 |  |  |         } | 
            
                                                                        
                            
            
                                    
            
            
                | 304 |  |  |         for col in model.__table__.columns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 305 |  |  |     ] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 306 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 307 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 308 |  |  | def generate_resource_fields_from_db_table(schema, table, geom_columns=None): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 309 |  |  |     """Generate a template for the resource fields for metadata from a | 
            
                                                                                                            
                            
            
                                    
            
            
                | 310 |  |  |     database table. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 311 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 312 |  |  |     For details on the fields see field 14.6.1 of `Open Energy Metadata | 
            
                                                                                                            
                            
            
                                    
            
            
                | 313 |  |  |     <https://github.com/OpenEnergyPlatform/ oemetadata/blob/develop/metadata/ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 314 |  |  |     v141/metadata_key_description.md>`_ standard. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 315 |  |  |     The fields `name` and `type` are automatically filled, the `description` | 
            
                                                                                                            
                            
            
                                    
            
            
                | 316 |  |  |     and `unit` must be filled manually. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 317 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 318 |  |  |     Examples | 
            
                                                                                                            
                            
            
                                    
            
            
                | 319 |  |  |     -------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 320 |  |  |     >>> from egon.data.metadata import generate_resource_fields_from_db_table | 
            
                                                                                                            
                            
            
                                    
            
            
                | 321 |  |  |     >>> resources = generate_resource_fields_from_db_table( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 322 |  |  |     ...     'openstreetmap', 'osm_point', ['geom', 'geom_centroid'] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 323 |  |  |     ... )  # doctest: +SKIP | 
            
                                                                                                            
                            
            
                                    
            
            
                | 324 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 325 |  |  |     Parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 326 |  |  |     ---------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 327 |  |  |     schema : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 328 |  |  |         The target table's database schema | 
            
                                                                                                            
                            
            
                                    
            
            
                | 329 |  |  |     table : str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 330 |  |  |         Database table on which to put the given comment | 
            
                                                                                                            
                            
            
                                    
            
            
                | 331 |  |  |     geom_columns : list of str | 
            
                                                                                                            
                            
            
                                    
            
            
                | 332 |  |  |         Names of all geometry columns in the table. This is required to return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 333 |  |  |         Geometry data type for those columns as SQL Alchemy does not recognize | 
            
                                                                                                            
                            
            
                                    
            
            
                | 334 |  |  |         them correctly. Defaults to ['geom']. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 335 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 336 |  |  |     Returns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 337 |  |  |     ------- | 
            
                                                                                                            
                            
            
                                    
            
            
                | 338 |  |  |     list of dict | 
            
                                                                                                            
                            
            
                                    
            
            
                | 339 |  |  |         Resource fields | 
            
                                                                                                            
                            
            
                                    
            
            
                | 340 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 341 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 342 |  |  |     # handle geometry columns | 
            
                                                                                                            
                            
            
                                    
            
            
                | 343 |  |  |     if geom_columns is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 344 |  |  |         geom_columns = ["geom"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 345 |  |  |     for col in geom_columns: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 346 |  |  |         ischema_names[col] = Geometry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 347 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 348 |  |  |     table = Table( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 349 |  |  |         table, MetaData(), schema=schema, autoload=True, autoload_with=engine() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 350 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 351 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 352 |  |  |     return [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 353 |  |  |         { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 354 |  |  |             "name": col.name, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 355 |  |  |             "description": "", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 356 |  |  |             "type": str(col.type).lower(), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 357 |  |  |             "unit": "none", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 358 |  |  |         } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 359 |  |  |         for col in table.c | 
            
                                                                                                            
                            
            
                                    
            
            
                | 360 |  |  |     ] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 361 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 362 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 363 |  |  | def sources(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 364 |  |  |     shared_licenses = [license_geonutzv("© BGR, Hannover, 2021")] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 365 |  |  |     shared_path = "https://dx.doi.org/10.5281/zenodo.4896526" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 366 |  |  |     shared_title = ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 367 |  |  |         "Informationssystem Salz: Planungsgrundlagen, Auswahlkriterien" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 368 |  |  |         " und Potenzialabschätzung für die Errichtung von Salzkavernen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 369 |  |  |         " zur Speicherung von Erneuerbaren Energien" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 370 |  |  |         " (Wasserstoff und Druckluft)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 371 |  |  |         " – Doppelsalinare und flach lagernde Salzschichten." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 372 |  |  |         " Teilprojekt Bewertungskriterien und Potenzialabschätzung" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 373 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 374 |  |  |     return { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 375 |  |  |         "bgr_inspee": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 376 |  |  |             "title": "Salt structures in Northern Germany", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 377 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 378 |  |  |                 'The application "Information System Salt Structures"' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 379 |  |  |                 " provides information about the areal distribution of" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 380 |  |  |                 " salt structures (stocks and pillows) in Northern" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 381 |  |  |                 " Germany. With general structural describing" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 382 |  |  |                 " information, such as depth, secondary thickness," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 383 |  |  |                 " types of use or state of exploration, queries can be" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 384 |  |  |                 " conducted. Contours of the salt structures can be" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 385 |  |  |                 " displayed at horizontal cross-sections at four" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 386 |  |  |                 " different depths up to a maximum depth of 2000 m" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 387 |  |  |                 " below NN. A data sheet with information and further" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 388 |  |  |                 " reading is provided for every single salt structure." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 389 |  |  |                 " Taking into account the fact that this work was" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 390 |  |  |                 " undertaken at a scale for providing an overview and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 391 |  |  |                 " not for investigation of single structures, the scale" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 392 |  |  |                 " of display is limited to a minimum of 1:300.000." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 393 |  |  |                 " This web application is the product of a BMWi-funded" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 394 |  |  |                 ' research project "InSpEE" running from the year 2012' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 395 |  |  |                 ' to 2015. The acronym stands for "Information system' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 396 |  |  |                 " salt structures: planning basis, selection criteria" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 397 |  |  |                 " and estimation of the potential for the construction" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 398 |  |  |                 " of salt caverns for the storage of renewable energies" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 399 |  |  |                 ' (hydrogen and compressed air)".' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 400 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 401 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 402 |  |  |                 "https://produktcenter.bgr.de/terraCatalog/DetailResult.do" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 403 |  |  |                 "?fileIdentifier=338136ea-261a-4569-a2bf-92999d09bad2" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 404 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 405 |  |  |             "licenses": [license_geonutzv("© BGR, Hannover, 2015")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 406 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 407 |  |  |         "bgr_inspeeds": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 408 |  |  |             "title": "Flat layered salts in Germany", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 409 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 410 |  |  |                 "Which salt formations are suitable for storing" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 411 |  |  |                 " hydrogen or compressed air?" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 412 |  |  |                 " In the InSpEE-DS research project, scientists" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 413 |  |  |                 " developed requirements and criteria for the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 414 |  |  |                 " assessment of suitable sites even if their" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 415 |  |  |                 " exploration is still at an early stage and there is" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 416 |  |  |                 " little knowledge of the salinaries' structures." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 417 |  |  |                 " Scientists at DEEP.KBB GmbH in Hanover, worked" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 418 |  |  |                 " together with their project partners at the Federal" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 419 |  |  |                 " Institute for Geosciences and Natural Resources and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 420 |  |  |                 " the Leibniz University Hanover, Institute for" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 421 |  |  |                 " Geotechnics Hanover, to develop the planning basis" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 422 |  |  |                 " for the site selection and for the construction of" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 423 |  |  |                 " storage caverns in flat layered salt and multiple or" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 424 |  |  |                 " double saliniferous formations." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 425 |  |  |                 " Such caverns could store renewable energy in the form" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 426 |  |  |                 " of hydrogen or compressed air." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 427 |  |  |                 " While the previous project InSpEE was limited to salt" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 428 |  |  |                 " formations of great thickness in Northern Germany," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 429 |  |  |                 " salt horizons of different ages have now been" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 430 |  |  |                 " examined all over Germany. To estimate the potential," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 431 |  |  |                 " depth contour maps of the top and the base as well as" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 432 |  |  |                 " thickness maps of the respective stratigraphic units" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 433 |  |  |                 " and reference profiles were developed. Information on" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 434 |  |  |                 " compressed air and hydrogen storage potential were" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 435 |  |  |                 " given for the identified areas and for the individual" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 436 |  |  |                 " federal states. The web service" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 437 |  |  |                 ' "Information system for flat layered salt"' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 438 |  |  |                 " gives access to this data. The scale of display is" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 439 |  |  |                 " limited to a minimum of 1:300.000. This geographic" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 440 |  |  |                 " information is product of a BMWi-funded research" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 441 |  |  |                 ' project "InSpEE-DS" running from the year 2015 to' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 442 |  |  |                 " 2019. The acronym stands for" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 443 |  |  |                 ' "Information system salt: planning basis, selection' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 444 |  |  |                 " criteria and estimation of the potential for the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 445 |  |  |                 " construction of salt caverns for the storage of" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 446 |  |  |                 " renewable energies (hydrogen and compressed air)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 447 |  |  |                 ' - double saline and flat salt layers".' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 448 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 449 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 450 |  |  |                 "https://produktcenter.bgr.de/terraCatalog/DetailResult.do" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 451 |  |  |                 "?fileIdentifier=630430b8-4025-4d6f-9a62-025b53bc8b3d" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 452 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 453 |  |  |             "licenses": shared_licenses, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 454 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 455 |  |  |         "bgr_inspeeds_data_bundle": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 456 |  |  |             "title": shared_title, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 457 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 458 |  |  |                 "Shapefiles corresponding to the data provided in" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 459 |  |  |                 " figure 7-1 (Donadei, S., et al., 2020, p. 7-5)." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 460 |  |  |                 " The energy storage potential data are provided per" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 461 |  |  |                 " federal state in table 7-1" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 462 |  |  |                 " (Donadei, S., et al., 2020, p. 7-4)." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 463 |  |  |                 " Note: Please include all bgr data sources when using" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 464 |  |  |                 " the data." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 465 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 466 |  |  |             "path": shared_path, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 467 |  |  |             "licenses": shared_licenses, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 468 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 469 |  |  |         "bgr_inspeeds_report": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 470 |  |  |             "title": shared_title, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 471 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 472 |  |  |                 "The report includes availability of saltstructures for" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 473 |  |  |                 " energy storage and energy storage potential" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 474 |  |  |                 " accumulated per federal state in Germany." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 475 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 476 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 477 |  |  |                 "https://www.bgr.bund.de/DE/Themen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 478 |  |  |                 "/Nutzung_tieferer_Untergrund_CO2Speicherung/Downloads" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 479 |  |  |                 "/InSpeeDS_TP_Bewertungskriterien.pdf" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 480 |  |  |                 "?__blob=publicationFile&v=3" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 481 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 482 |  |  |             "licenses": shared_licenses, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 483 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 484 |  |  |         "demandregio": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 485 |  |  |             "title": "DemandRegio", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 486 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 487 |  |  |                 "Harmonisierung und Entwicklung von Verfahren zur" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 488 |  |  |                 " regionalen und zeitlichen Auflösung von" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 489 |  |  |                 " Energienachfragen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 490 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 491 |  |  |             "path": "https://doi.org/10.34805/ffe-119-20", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 492 |  |  |             "licenses": [license_ccby("© FZJ, TUB, FfE")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 493 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 494 |  |  |         "egon-data": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 495 |  |  |             "title": "eGon-data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 496 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 497 |  |  |                 "Workflow to download, process and generate data sets" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 498 |  |  |                 " suitable for the further research conducted in the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 499 |  |  |                 " project eGon (https://ego-n.org/)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 500 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 501 |  |  |             "path": "https://github.com/openego/eGon-data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 502 |  |  |             "licenses": [license_agpl("© eGon development team")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 503 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 504 |  |  |         "egon-data_bundle": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 505 |  |  |             "title": "Data bundle for egon-data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 506 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 507 |  |  |                 "Zenodo repository to provide several different input" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 508 |  |  |                 " data sets for eGon-data" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 509 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 510 |  |  |             "path": "https://sandbox.zenodo.org/record/1167119", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 511 |  |  |             "licenses": [license_ccby("© eGon development team")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 512 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 513 |  |  |         "Einspeiseatlas": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 514 |  |  |             "title": "Einspeiseatlas", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 515 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 516 |  |  |                 "Im Einspeiseatlas finden sie sich die Informationen zu" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 517 |  |  |                 " realisierten und geplanten Biomethanaufbereitungsanlagen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 518 |  |  |                 " - mit und ohne Einspeisung ins Gasnetz -" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 519 |  |  |                 " in Deutschland und weltweit." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 520 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 521 |  |  |             "path": "https://www.biogaspartner.de/einspeiseatlas/", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 522 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 523 |  |  |                 license_ccby("Deutsche Energie-Agentur (dena, 2021)") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 524 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 525 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 526 |  |  |         "era5": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 527 |  |  |             "title": "ERA5 global reanalysis", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 528 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 529 |  |  |                 "ERA5 is the fifth generation ECMWF reanalysis for the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 530 |  |  |                 " global climate and weather for the past 4 to 7" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 531 |  |  |                 " decades. Currently data is available from 1950, split" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 532 |  |  |                 " into Climate Data Store entries for 1950-1978" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 533 |  |  |                 " (preliminary back extension) and from 1979 onwards" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 534 |  |  |                 " (final release plus timely updates, this page)." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 535 |  |  |                 " ERA5 replaces the ERA-Interim reanalysis." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 536 |  |  |                 " See the online ERA5 documentation (" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 537 |  |  |                 "https://confluence.ecmwf.int/display/CKB" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 538 |  |  |                 "/ERA5%3A+data+documentation" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 539 |  |  |                 "#ERA5:datadocumentation-Dataupdatefrequency)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 540 |  |  |                 " for more information." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 541 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 542 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 543 |  |  |                 "https://confluence.ecmwf.int/display/CKB" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 544 |  |  |                 "/ERA5%3A+data+documentation" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 545 |  |  |                 "#ERA5:datadocumentation-Dataupdatefrequency" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 546 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 547 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 548 |  |  |                 { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 549 |  |  |                     "name": "Licence to use Copernicus Products", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 550 |  |  |                     "title": "Licence to use Copernicus Products", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 551 |  |  |                     "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 552 |  |  |                         "https://cds.climate.copernicus.eu/api/v2/terms" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 553 |  |  |                         "/static/licence-to-use-copernicus-products.pdf" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 554 |  |  |                     ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 555 |  |  |                     "instruction": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 556 |  |  |                         "This Licence is free of charge, worldwide," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 557 |  |  |                         " non-exclusive, royalty free and perpetual." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 558 |  |  |                         " Access to Copernicus Products is given for" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 559 |  |  |                         " any purpose in so far as it is lawful," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 560 |  |  |                         " whereas use may include, but is not limited" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 561 |  |  |                         " to: reproduction; distribution; communication" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 562 |  |  |                         " to the public; adaptation, modification and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 563 |  |  |                         " combination with other data and information;" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 564 |  |  |                         " or any combination of the foregoing" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 565 |  |  |                     ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 566 |  |  |                     "attribution": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 567 |  |  |                         "Copernicus Climate Change Service (C3S)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 568 |  |  |                         " Climate Data Store" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 569 |  |  |                     ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 570 |  |  |                 }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 571 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 572 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 573 |  |  |         "dsm-heitkoetter": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 574 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 575 |  |  |                 "Assessment of the regionalised demand response" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 576 |  |  |                 " potential in Germany using an open source tool and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 577 |  |  |                 " dataset" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 578 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 579 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 580 |  |  |                 "With the expansion of renewable energies in Germany," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 581 |  |  |                 " imminent grid congestion events occur more often. One" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 582 |  |  |                 " approach for avoiding curtailment of renewable" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 583 |  |  |                 " energies is to cover excess feed-in by demand" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 584 |  |  |                 " response." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 585 |  |  |                 " As curtailment is often a local phenomenon, in this" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 586 |  |  |                 " work we determine the regional demand response" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 587 |  |  |                 " potential for the 401 German administrative districts" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 588 |  |  |                 " with a temporal resolution of 15 min, including" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 589 |  |  |                 " technical, socio-technical and economic restrictions." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 590 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 591 |  |  |             "path": "https://doi.org/10.1016/j.adapen.2020.100001", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 592 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 593 |  |  |                 license_ccby( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 594 |  |  |                     "© 2020 German Aerospace Center (DLR)," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 595 |  |  |                     " Institute of Networked Energy Systems." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 596 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 597 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 598 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 599 |  |  |         "hotmaps_industrial_sites": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 600 |  |  |             "titel": "industrial_sites_Industrial_Database", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 601 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 602 |  |  |                 "Georeferenced industrial sites of energy-intensive" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 603 |  |  |                 " industry sectors in EU28" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 604 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 605 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 606 |  |  |                 "https://gitlab.com/hotmaps/industrial_sites" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 607 |  |  |                 "/industrial_sites_Industrial_Database" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 608 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 609 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 610 |  |  |                 license_ccby("© 2016-2018: Pia Manz, Tobias Fleiter") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 611 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 612 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 613 |  |  |         "hotmaps_scen_buildings": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 614 |  |  |             "titel": "scen_current_building_demand", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 615 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 616 |  |  |                 "Energy demand scenarios in buidlings until the year 2050" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 617 |  |  |                 " - current policy scenario" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 618 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 619 |  |  |             "path": "https://gitlab.com/hotmaps/scen_current_building_demand", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 620 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 621 |  |  |                 license_ccby( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 622 |  |  |                     "© 2016-2018: Michael Hartner" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 623 |  |  |                     ", Lukas Kranzl" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 624 |  |  |                     ", Sebastian Forthuber" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 625 |  |  |                     ", Sara Fritz" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 626 |  |  |                     ", Andreas Müller" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 627 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 628 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 629 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 630 |  |  |         "mastr": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 631 |  |  |             "title": "open-MaStR power unit registry", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 632 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 633 |  |  |                 "Raw data download Marktstammdatenregister (MaStR) data" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 634 |  |  |                 " using the webservice. All data from the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 635 |  |  |                 " Marktstammdatenregister is included. There are" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 636 |  |  |                 " duplicates included. For further information read in" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 637 |  |  |                 " the documentation of the original data source:" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 638 |  |  |                 " https://www.marktstammdatenregister.de/MaStRHilfe" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 639 |  |  |                 "/subpages/statistik.html" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 640 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 641 |  |  |             "path": "https://sandbox.zenodo.org/record/808086", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 642 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 643 |  |  |                 licenses_datenlizenz_deutschland( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 644 |  |  |                     "© 2021 Bundesnetzagentur für Elektrizität, Gas," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 645 |  |  |                     " Telekommunikation, Post und Eisenbahnen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 646 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 647 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 648 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 649 |  |  |         "nep2021": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 650 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 651 |  |  |                 "Netzentwicklungsplan Strom 2035, Version 2021, erster" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 652 |  |  |                 " Entwurf" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 653 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 654 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 655 |  |  |                 "Die vier deutschen Übertragungsnetzbetreiber zeigen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 656 |  |  |                 " mit diesem ersten Entwurf des Netzentwicklungsplans" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 657 |  |  |                 " 2035, Version 2021, den benötigten Netzausbau für die" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 658 |  |  |                 " nächsten Jahre auf. Der NEP-Bericht beschreibt keine" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 659 |  |  |                 " konkreten Trassenverläufe von Übertragungsleitungen," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 660 |  |  |                 " sondern er dokumentiert den notwendigen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 661 |  |  |                 " Übertragungsbedarf zwischen Netzknoten." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 662 |  |  |                 " Das heißt, es werden Anfangs- und Endpunkte von" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 663 |  |  |                 " zukünftigen Leitungsverbindungen definiert sowie" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 664 |  |  |                 " konkrete Empfehlungen für den Aus- und Neubau der" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 665 |  |  |                 " Übertragungsnetze an Land und auf See in Deutschland" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 666 |  |  |                 " gemäß den Detailanforderungen im § 12 EnWG gegeben." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 667 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 668 |  |  |             "path": "https://zenodo.org/record/5743452#.YbCoz7so8go", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 669 |  |  |             "licenses": [license_ccby("© Übertragungsnetzbetreiber")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 670 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 671 |  |  |         "openffe_gas": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 672 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 673 |  |  |                 "Load Curves of the Industry Sector" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 674 |  |  |                 " – eXtremOS solidEU Scenario (Europe NUTS-3)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 675 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 676 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 677 |  |  |                 "Load Curves of the Industry Sector for the eXtremOS" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 678 |  |  |                 " solidEU Scenario Scenario at NUTS-3-Level." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 679 |  |  |                 " More information at https://extremos.ffe.de/." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 680 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 681 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 682 |  |  |                 "http://opendata.ffe.de/dataset" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 683 |  |  |                 "/load-curves-of-the-industry-sector-extremos-solideu" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 684 |  |  |                 "-scenario-europe-nuts-3/" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 685 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 686 |  |  |             "licenses": [license_ccby("© FfE, eXtremOS Project")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 687 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 688 |  |  |         "openstreetmap": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 689 |  |  |             "title": "OpenStreetMap Data Extracts (Geofabrik)", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 690 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 691 |  |  |                 "Full data extract of OpenStreetMap data for defined" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 692 |  |  |                 " spatial extent at ''referenceDate''" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 693 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 694 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 695 |  |  |                 "https://download.geofabrik.de/europe/germany-210101.osm.pbf" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 696 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 697 |  |  |             "licenses": [license_odbl("© OpenStreetMap contributors")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 698 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 699 |  |  |         "peta": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 700 |  |  |             "title": "Pan-European Thermal Atlas, Peta version 5.0.1", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 701 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 702 |  |  |                 "Modelled Heat Demand distribution (in GJ per hectare" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 703 |  |  |                 " grid cell) for residential and service heat demands" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 704 |  |  |                 " for space heating and hot water for the year 2015" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 705 |  |  |                 " using HRE4 data and the combined top-down bottom-up" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 706 |  |  |                 " approach of HRE4. National sector-specific heat" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 707 |  |  |                 " demand data, derived by the FORECAST model in HRE4" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 708 |  |  |                 " for residential (delivered energy, for space heating" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 709 |  |  |                 " and hot water) and service-sector (delivered energy," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 710 |  |  |                 " for space heating, hot water and process heat)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 711 |  |  |                 " buildings for the year 2015, were distributed using" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 712 |  |  |                 " modelled, spatial statistics based floor areas in" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 713 |  |  |                 " 100x100m grids and a population grid. For further" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 714 |  |  |                 " information please see the documentation available on" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 715 |  |  |                 " the Heat Roadmap Europe website, in particular D2.3" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 716 |  |  |                 " report: Methodologies and assumptions used in the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 717 |  |  |                 " mapping." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 718 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 719 |  |  |             "path": "https://s-eenergies-open-data-euf.hub.arcgis.com/search", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 720 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 721 |  |  |                 license_ccby( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 722 |  |  |                     "© Europa-Universität Flensburg" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 723 |  |  |                     ", Halmstad University and Aalborg University" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 724 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 725 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 726 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 727 |  |  |         "pipeline_classification": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 728 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 729 |  |  |                 "Technical pipeline characteristics for high pressure" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 730 |  |  |                 " pipelines" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 731 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 732 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 733 |  |  |                 "Parameters for the classification of gas pipelines," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 734 |  |  |                 " the whole documentation could is available at:" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 735 |  |  |                 " https://www.econstor.eu/bitstream/10419/173388/1" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 736 |  |  |                 "/1011162628.pdf" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 737 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 738 |  |  |             "path": "https://zenodo.org/record/5743452", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 739 |  |  |             "licenses": [license_ccby("© DIW Berlin, 2017")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 740 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 741 |  |  |         "schmidt": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 742 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 743 |  |  |                 "Supplementary material to the masters thesis:" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 744 |  |  |                 " NUTS-3 Regionalization of Industrial Load Shifting" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 745 |  |  |                 " Potential in Germany using a Time-Resolved Model" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 746 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 747 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 748 |  |  |                 "Supplementary material to the named masters thesis," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 749 |  |  |                 " containing data on industrial processes for the" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 750 |  |  |                 " estimation of NUTS-3 load shifting potential of" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 751 |  |  |                 " suitable electrically powered industrial processes" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 752 |  |  |                 " (cement milling, mechanical pulping, paper" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 753 |  |  |                 " production, air separation)." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 754 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 755 |  |  |             "path": "https://zenodo.org/record/3613767", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 756 |  |  |             "licenses": [license_ccby("© 2019 Danielle Schmidt")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 757 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 758 |  |  |         "SciGRID_gas": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 759 |  |  |             "title": "SciGRID_gas IGGIELGN", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 760 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 761 |  |  |                 "The SciGRID_gas dataset represents the European gas" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 762 |  |  |                 " transport network (pressure levels of 20 bars and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 763 |  |  |                 " higher) including the geo-referenced transport" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 764 |  |  |                 " pipelines, compressor stations, LNG terminals," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 765 |  |  |                 " storage, production sites, gas power plants, border" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 766 |  |  |                 " points, and demand time series." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 767 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 768 |  |  |             "path": shared_path, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 769 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 770 |  |  |                 license_ccby( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 771 |  |  |                     "Jan Diettrich; Adam Pluta; Wided Medjroubi (DLR-VE)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 772 |  |  |                 ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 773 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 774 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 775 |  |  |         "seenergies": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 776 |  |  |             "title": "D5 1 Industry Dataset With Demand Data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 777 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 778 |  |  |                 "Georeferenced EU28 industrial sites with quantified" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 779 |  |  |                 " annual excess heat volumes and demand data within" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 780 |  |  |                 " main sectors: Chemical industry, Iron and steel," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 781 |  |  |                 " Non-ferrous metals, Non-metallic minerals, Paper and" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 782 |  |  |                 " printing, and Refineries." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 783 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 784 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 785 |  |  |                 "https://s-eenergies-open-data-euf.hub.arcgis.com" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 786 |  |  |                 "/datasets/5e36c0af918040ed936b4e4c101f611d_0/about" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 787 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 788 |  |  |             "licenses": [license_ccby("© Europa-Universität Flensburg")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 789 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 790 |  |  |         "technology-data": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 791 |  |  |             "titel": "Energy System Technology Data v0.3.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 792 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 793 |  |  |                 "This script compiles assumptions on energy system" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 794 |  |  |                 " technologies (such as costs, efficiencies, lifetimes," | 
            
                                                                                                            
                            
            
                                    
            
            
                | 795 |  |  |                 " etc.) for chosen years (e.g. [2020, 2030, 2050]) from" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 796 |  |  |                 " a variety of sources into CSV files to be read by" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 797 |  |  |                 " energy system modelling software. The merged outputs" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 798 |  |  |                 " have standardized cost years, technology names, units" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 799 |  |  |                 " and source information." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 800 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 801 |  |  |             "path": "https://github.com/PyPSA/technology-data/tree/v0.3.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 802 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 803 |  |  |                 license_agpl( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 804 |  |  |                     "© Marta Victoria (Aarhus University)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 805 |  |  |                     ", Kun Zhu (Aarhus University)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 806 |  |  |                     ", Elisabeth Zeyen (TUB)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 807 |  |  |                     ", Tom Brown (TUB)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 808 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 809 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 810 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 811 |  |  |         "tyndp": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 812 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 813 |  |  |                 "ENTSOs’ TYNDP 2020 Scenario Report describes possible" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 814 |  |  |                 " European energy futures up to 2050. Scenarios are not" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 815 |  |  |                 " forecasts; they set out a range of possible futures" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 816 |  |  |                 " used by the ENTSOs to test future electricity and gas" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 817 |  |  |                 " infrastructure needs and projects. The scenarios are" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 818 |  |  |                 " ambitious as they deliver a low carbon energy system" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 819 |  |  |                 " for Europe by 2050. The ENTSOs have developed" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 820 |  |  |                 " credible scenarios that are guided by technically" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 821 |  |  |                 " sound pathways, while reflecting country by country" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 822 |  |  |                 " specifics, so that a pan-European low carbon future" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 823 |  |  |                 " is achieved." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 824 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 825 |  |  |             "path": "https://tyndp.entsoe.eu/maps-data", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 826 |  |  |             "licenses": [license_ccby("© ENTSO-E and ENTSOG")], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 827 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 828 |  |  |         "vg250": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 829 |  |  |             "title": "Verwaltungsgebiete 1:250 000 (Ebenen)", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 830 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 831 |  |  |                 "Der Datenbestand umfasst sämtliche Verwaltungseinheiten" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 832 |  |  |                 " der hierarchischen Verwaltungsebenen vom Staat bis zu" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 833 |  |  |                 " den Gemeinden mit ihren Grenzen, statistischen" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 834 |  |  |                 " Schlüsselzahlen, Namen der Verwaltungseinheit sowie" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 835 |  |  |                 " die spezifische Bezeichnung der Verwaltungsebene des" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 836 |  |  |                 " jeweiligen Landes." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 837 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 838 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 839 |  |  |                 "https://daten.gdz.bkg.bund.de/produkte/vg" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 840 |  |  |                 "/vg250_ebenen_0101/2020" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 841 |  |  |                 "/vg250_01-01.geo84.shape.ebenen.zip" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 842 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 843 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 844 |  |  |                 licenses_datenlizenz_deutschland( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 845 |  |  |                     "© Bundesamt für Kartographie und Geodäsie" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 846 |  |  |                     " 2020 (Daten verändert)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 847 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 848 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 849 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 850 |  |  |         "zensus": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 851 |  |  |             "title": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 852 |  |  |                 "Statistisches Bundesamt (Destatis)" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 853 |  |  |                 " - Ergebnisse des Zensus 2011 zum Download" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 854 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 855 |  |  |             "description": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 856 |  |  |                 "Als Download bieten wir Ihnen auf dieser Seite" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 857 |  |  |                 " zusätzlich zur Zensusdatenbank CSV- und teilweise" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 858 |  |  |                 " Excel-Tabellen mit umfassenden Personen-, Haushalts-" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 859 |  |  |                 " und Familien- sowie Gebäude- und Wohnungsmerkmaln." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 860 |  |  |                 " Die Ergebnisse liegen auf Bundes-, Länder-, Kreis-" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 861 |  |  |                 " und Gemeindeebene vor. Außerdem sind einzele" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 862 |  |  |                 " Ergebnisse für Gitterzellen verfügbar." | 
            
                                                                                                            
                            
            
                                    
            
            
                | 863 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 864 |  |  |             "path": ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 865 |  |  |                 "https://www.zensus2011.de/DE/Home/Aktuelles" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 866 |  |  |                 "/DemografischeGrunddaten.html" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 867 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 868 |  |  |             "licenses": [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 869 |  |  |                 licenses_datenlizenz_deutschland( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 870 |  |  |                     "© Statistische Ämter des Bundes und der Länder 2014" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 871 |  |  |                 ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 872 |  |  |             ], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 873 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 874 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 875 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 876 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 877 |  |  | def contributors(authorlist): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 878 |  |  |     contributors_dict = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 879 |  |  |         "am": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 880 |  |  |             "title": "Aadit Malla", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 881 |  |  |             "email": "https://github.com/aadit879", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 882 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 883 |  |  |         "an": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 884 |  |  |             "title": "Amélia Nadal", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 885 |  |  |             "email": "https://github.com/AmeliaNadal", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 886 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 887 |  |  |         "cb": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 888 |  |  |             "title": "Clara Büttner", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 889 |  |  |             "email": "https://github.com/ClaraBuettner", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 890 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 891 |  |  |         "ce": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 892 |  |  |             "title": "Carlos Epia", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 893 |  |  |             "email": "https://github.com/CarlosEpia", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 894 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 895 |  |  |         "fw": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 896 |  |  |             "title": "Francesco Witte", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 897 |  |  |             "email": "https://github.com/fwitte", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 898 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 899 |  |  |         "gp": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 900 |  |  |             "title": "Guido Pleßmann", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 901 |  |  |             "email": "https://github.com/gplssm", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 902 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 903 |  |  |         "ic": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 904 |  |  |             "title": "Ilka Cußmann", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 905 |  |  |             "email": "https://github.com/IlkaCu", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 906 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 907 |  |  |         "ja": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 908 |  |  |             "title": "Jonathan Amme", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 909 |  |  |             "email": "https://github.com/nesnoj", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 910 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 911 |  |  |         "je": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 912 |  |  |             "title": "Jane Doe", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 913 |  |  |             "email": "https://github.com/JaneDoe", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 914 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 915 |  |  |         "ke": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 916 |  |  |             "title": "Katharina Esterl", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 917 |  |  |             "email": "https://github.com/KathiEsterl", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 918 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 919 |  |  |         "kh": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 920 |  |  |             "title": "Kilian Helfenbein", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 921 |  |  |             "email": "https://github.com/khelfen", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 922 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 923 |  |  |         "sg": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 924 |  |  |             "title": "Stephan Günther", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 925 |  |  |             "email": "https://github.com/gnn", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 926 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 927 |  |  |         "um": { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 928 |  |  |             "title": "Ulf Müller", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 929 |  |  |             "email": "https://github.com/ulfmueller", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 930 |  |  |         }, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 931 |  |  |     } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 932 |  |  |     return [ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 933 |  |  |         {key: value for key, value in contributors_dict[author].items()} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 934 |  |  |         for author in authorlist | 
            
                                                                                                            
                            
            
                                    
            
            
                | 935 |  |  |     ] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 936 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 937 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 938 |  |  | def upload_json_metadata(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 939 |  |  |     """Upload json metadata into db from zenodo""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 940 |  |  |     dialect = get_dialect("oep-v1.4")() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 941 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 942 |  |  |     for path in importlib_resources.files(__name__).glob("*.json"): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 943 |  |  |         split = path.name.split(".") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 944 |  |  |         if len(split) != 3: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 945 |  |  |             continue | 
            
                                                                                                            
                            
            
                                    
            
            
                | 946 |  |  |         schema = split[0] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 947 |  |  |         table = split[1] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 948 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 949 |  |  |         with open(path, "r") as infile: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 950 |  |  |             obj = dialect.parse(infile.read()) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 951 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 952 |  |  |         metadata = f"'{dialect.compile_and_render(obj)}'" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 953 |  |  |         db.submit_comment(metadata, schema, table) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 954 |  |  |         logger.info(f"Metadata comment for {schema}.{table} stored.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 955 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 956 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 957 |  |  | class Json_Metadata(Dataset): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 958 |  |  |     def __init__(self, dependencies): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 959 |  |  |         super().__init__( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 960 |  |  |             name="JsonMetadata", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 961 |  |  |             version="0.0.0", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 962 |  |  |             dependencies=dependencies, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 963 |  |  |             tasks={upload_json_metadata}, | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 964 |  |  |         ) | 
            
                                                        
            
                                    
            
            
                | 965 |  |  |  |