{"id":"https://openalex.org/W4387781608","doi":"https://doi.org/10.1186/s42162-023-00291-2","title":"A methodological framework for geospatial modelling of hydrogen demand in cities","display_name":"A methodological framework for geospatial modelling of hydrogen demand in cities","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387781608","doi":"https://doi.org/10.1186/s42162-023-00291-2"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-023-00291-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-023-00291-2","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-023-00291-2","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-023-00291-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079550289","display_name":"Stefan Beck","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stefan Beck","raw_affiliation_strings":["greenventory GmbH, Georges-K\u00f6hler-Allee 302, 79110, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"greenventory GmbH, Georges-K\u00f6hler-Allee 302, 79110, Freiburg, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000053965","display_name":"David S. Fischer","orcid":"https://orcid.org/0000-0002-1293-7656"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Fischer","raw_affiliation_strings":["greenventory GmbH, Georges-K\u00f6hler-Allee 302, 79110, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"greenventory GmbH, Georges-K\u00f6hler-Allee 302, 79110, Freiburg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079550289"],"corresponding_institution_ids":[],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.4287,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68685091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":"S1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11336","display_name":"Energy and Environment Impacts","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.84489905834198},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5929884314537048},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5515294075012207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45613792538642883},{"id":"https://openalex.org/keywords/hydrogen-vehicle","display_name":"Hydrogen vehicle","score":0.43663471937179565},{"id":"https://openalex.org/keywords/hydrogen-technologies","display_name":"Hydrogen technologies","score":0.43644753098487854},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.35350751876831055},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3438403010368347},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3370498716831207},{"id":"https://openalex.org/keywords/hydrogen-fuel","display_name":"Hydrogen fuel","score":0.3301733136177063},{"id":"https://openalex.org/keywords/hydrogen-economy","display_name":"Hydrogen economy","score":0.29529762268066406},{"id":"https://openalex.org/keywords/hydrogen","display_name":"Hydrogen","score":0.2258245050907135},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15090882778167725},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12729474902153015},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10704877972602844},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.10442838072776794}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.84489905834198},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5929884314537048},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5515294075012207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45613792538642883},{"id":"https://openalex.org/C19065316","wikidata":"https://www.wikidata.org/wiki/Q2551748","display_name":"Hydrogen vehicle","level":4,"score":0.43663471937179565},{"id":"https://openalex.org/C542482507","wikidata":"https://www.wikidata.org/wiki/Q1854358","display_name":"Hydrogen technologies","level":5,"score":0.43644753098487854},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35350751876831055},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3438403010368347},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3370498716831207},{"id":"https://openalex.org/C9682599","wikidata":"https://www.wikidata.org/wiki/Q11549077","display_name":"Hydrogen fuel","level":3,"score":0.3301733136177063},{"id":"https://openalex.org/C39380314","wikidata":"https://www.wikidata.org/wiki/Q478859","display_name":"Hydrogen economy","level":4,"score":0.29529762268066406},{"id":"https://openalex.org/C512968161","wikidata":"https://www.wikidata.org/wiki/Q556","display_name":"Hydrogen","level":2,"score":0.2258245050907135},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15090882778167725},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12729474902153015},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10704877972602844},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.10442838072776794},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s42162-023-00291-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-023-00291-2","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-023-00291-2","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4981b9844c0c40838df59e8b0d62a0f6","is_oa":true,"landing_page_url":"https://doaj.org/article/4981b9844c0c40838df59e8b0d62a0f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Informatics, Vol 6, Iss S1, Pp 1-20 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-023-00291-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-023-00291-2","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-023-00291-2","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387781608.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1529041314","https://openalex.org/W1981352835","https://openalex.org/W2001891186","https://openalex.org/W2013732994","https://openalex.org/W2013918210","https://openalex.org/W2017456434","https://openalex.org/W2022439473","https://openalex.org/W2099047642","https://openalex.org/W2111780926","https://openalex.org/W2567365000","https://openalex.org/W2586314020","https://openalex.org/W2733959566","https://openalex.org/W2737383711","https://openalex.org/W2760872049","https://openalex.org/W2799668801","https://openalex.org/W2887270492","https://openalex.org/W2889165195","https://openalex.org/W2901335896","https://openalex.org/W2917271669","https://openalex.org/W2939161018","https://openalex.org/W2963355784","https://openalex.org/W2963890207","https://openalex.org/W2996564330","https://openalex.org/W3000572425","https://openalex.org/W3094063170"],"related_works":["https://openalex.org/W2765118136","https://openalex.org/W4366778103","https://openalex.org/W3155236479","https://openalex.org/W1967828950","https://openalex.org/W164455303","https://openalex.org/W46898191","https://openalex.org/W4251538128","https://openalex.org/W1993968581","https://openalex.org/W2081785394","https://openalex.org/W2174534557"],"abstract_inverted_index":{"Abstract":[0],"Urban":[1],"energy":[2,16,29,35,119,247],"system":[3],"planning":[4],"is":[5,19,157,193],"vital":[6],"for":[7,57,127,195],"cities":[8,167],"shifting":[9],"towards":[10],"a":[11,42,54,88,103,107,245],"more":[12],"sustainable":[13],"and":[14,118,137,168,203,226,238,259],"integrated":[15],"system.":[17],"Hydrogen":[18],"considered":[20],"one":[21],"of":[22,48,95,109,185,235,242,256,263],"the":[23,49,80,92,128,161,179,183,191,233,240,253,260],"most":[24],"promising":[25],"solutions":[26],"in":[27,64,83,98,164,199,210,218],"future":[28,267],"systems.":[30],"Previous":[31],"work":[32],"on":[33,41,266],"hydrogen":[34,39,66,81,96,123,162,215,236,243,257,264,268],"systems":[36],"predominantly":[37],"analysed":[38],"models":[40,59,71],"national":[43,172,186],"level":[44],"or":[45],"only":[46],"parts":[47],"mobility":[50,138],"sector.":[51],"This":[52,85,174],"indicates":[53],"research":[55,250],"gap":[56],"geospatial":[58,93],"that":[60,105],"include":[61],"multiple":[62],"sectors":[63],"which":[65],"can":[67,72,148],"be":[68,73,150],"used.":[69],"These":[70],"used":[74],"to":[75,121,152],"support":[76],"decision-making":[77],"processes":[78],"around":[79],"economy":[82],"cities.":[84],"study":[86],"presents":[87],"holistic":[89],"model":[90],"addressing":[91],"modelling":[94,160],"demand":[97,124,163,216,258,265],"urban":[99,211],"areas.":[100,220],"It":[101],"proposes":[102],"method":[104,147,156,192,209],"integrates":[106],"variety":[108],"open":[110],"source":[111],"data,":[112],"including":[113],"geodata,":[114],"earth":[115],"observation":[116],"data":[117,120],"estimate":[122],"top":[125],"down":[126],"industrial":[129],"feedstock":[130],"(steel,":[131],"ammonia,":[132],"organic":[133],"chemistry),":[134],"process":[135],"heating,":[136],"(buses,":[139],"trucks,":[140],"trains,":[141],"airplanes,":[142],"ships)":[143],"sectors.":[144,154],"The":[145,155,221],"proposed":[146],"also":[149],"extended":[151],"different":[153],"validated":[158],"by":[159],"all":[165],"German":[166],"benchmarking":[169],"it":[170],"with":[171],"studies.":[173,187],"study\u2019s":[175],"results":[176,184,223],"are":[177],"within":[178],"same":[180],"range":[181],"as":[182,244,272],"For":[188],"this":[189,208],"paper,":[190],"applied":[194],"two":[196],"case":[197],"studies":[198],"Freiburg":[200],"im":[201],"Breisgau":[202],"Frankfurt":[204],"am":[205],"Main.":[206],"Applying":[207],"areas":[212],"shows":[213],"potential":[214],"hotspots":[217],"these":[219],"model\u2019s":[222],"help":[224],"policymakers":[225],"industry":[227],"stakeholders":[228],"make":[229],"informed":[230],"decisions":[231],"about":[232],"development":[234],"infrastructure":[237],"facilitate":[239],"adoption":[241],"low-carbon":[246],"carrier.":[248],"Future":[249],"could":[251],"explore":[252],"temporal":[254],"aspects":[255],"spatial":[261],"influence":[262],"production":[269],"facilities":[270],"such":[271],"electrolysers.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
