{"id":"https://openalex.org/W6930610134","doi":"https://doi.org/10.5281/zenodo.15878460","title":"MOBILITY MAPS: A Dataset for Open Public Transport Infrastructure and Mobility Accessibility Profiles","display_name":"MOBILITY MAPS: A Dataset for Open Public Transport Infrastructure and Mobility Accessibility Profiles","publication_year":2025,"publication_date":"2025-07-09","ids":{"openalex":"https://openalex.org/W6930610134","doi":"https://doi.org/10.5281/zenodo.15878460"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15878460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15878460","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15878460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fischer, Maximilian T.","orcid":"https://orcid.org/0000-0001-8076-1376"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fischer, Maximilian T.","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0000-0001-8076-1376","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"F\u00fcrst, Daniel","orcid":"https://orcid.org/0000-0002-0407-2867"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F\u00fcrst, Daniel","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0000-0002-0407-2867","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Metz, Yannick","orcid":"https://orcid.org/0000-0001-5955-4487"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Metz, Yannick","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0000-0001-5955-4487","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Schmidt, Manuel","orcid":"https://orcid.org/0009-0003-3143-4389"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schmidt, Manuel","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0009-0003-3143-4389","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rauscher, Julius","orcid":"https://orcid.org/0000-0003-1318-9642"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rauscher, Julius","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0000-0003-1318-9642","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":null,"display_name":"Keim, Daniel A.","orcid":"https://orcid.org/0000-0001-7966-9740"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Keim, Daniel A.","raw_affiliation_strings":["University of Konstanz"],"raw_orcid":"https://orcid.org/0000-0001-7966-9740","affiliations":[{"raw_affiliation_string":"University of Konstanz","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10371","display_name":"Immune Response and Inflammation","score":0.03759999945759773,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10371","display_name":"Immune Response and Inflammation","score":0.03759999945759773,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research","score":0.019600000232458115,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11597","display_name":"Neutrophil, Myeloperoxidase and Oxidative Mechanisms","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.8271999955177307},{"id":"https://openalex.org/keywords/license","display_name":"License","score":0.5910999774932861},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.4959000051021576},{"id":"https://openalex.org/keywords/transportation-planning","display_name":"Transportation planning","score":0.4661000072956085},{"id":"https://openalex.org/keywords/individual-mobility","display_name":"Individual mobility","score":0.4388999938964844},{"id":"https://openalex.org/keywords/acronym","display_name":"Acronym","score":0.4142000079154968},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4075999855995178},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.38909998536109924},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.3513000011444092}],"concepts":[{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.8271999955177307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6039000153541565},{"id":"https://openalex.org/C2780560020","wikidata":"https://www.wikidata.org/wiki/Q79719","display_name":"License","level":2,"score":0.5910999774932861},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.4959000051021576},{"id":"https://openalex.org/C39118121","wikidata":"https://www.wikidata.org/wiki/Q1034047","display_name":"Transportation planning","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C2778068325","wikidata":"https://www.wikidata.org/wiki/Q19892785","display_name":"Individual mobility","level":2,"score":0.4388999938964844},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.42500001192092896},{"id":"https://openalex.org/C482391","wikidata":"https://www.wikidata.org/wiki/Q101244","display_name":"Acronym","level":2,"score":0.4142000079154968},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.38909998536109924},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.3513000011444092},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C2778711553","wikidata":"https://www.wikidata.org/wiki/Q924286","display_name":"Transport network","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30709999799728394},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.2842999994754791},{"id":"https://openalex.org/C2781075386","wikidata":"https://www.wikidata.org/wiki/Q1661652","display_name":"Private transport","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C157181609","wikidata":"https://www.wikidata.org/wiki/Q1364310","display_name":"Sustainable transport","level":3,"score":0.2768999934196472},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C1631582","wikidata":"https://www.wikidata.org/wiki/Q689022","display_name":"Regional planning","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C181672929","wikidata":"https://www.wikidata.org/wiki/Q4115141","display_name":"Digital mapping","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15878460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15878460","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15878460","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15878460","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6488933563232422,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Introduction":[0],"This":[1,138,802,837],"dataset":[2,139,213,299,418,507,645,750,794,803,839,916],"provides":[3,140,773],"a":[4,40,48,88,141,312,422,485,509,581,590,753,774,813],"comprehensive":[5],"assessment":[6],"of":[7,29,91,318,327,379,424,488,534,541,604,759,765,864,892,932,947,950,960],"public":[8,21,30,85,309,362,380,499,563,683,742,781,876,961],"transport":[9,22,31,131,310,363,381,430,500,564,635,662,684,743,797],"connectivity":[10],"across":[11,392,414,650],"Germany":[12,893],"by":[13,341,664,973],"analyzing":[14,513],"both":[15,805],"walking":[16,355,554,808],"distances":[17,555,809],"to":[18,69,100,106,129,359,410,473,520,556,595,629,632,752,777,791,795,845,871,1178],"the":[19,27,157,163,212,301,335,342,347,360,439,474,481,496,526,557,561,569,576,602,806,867,873,880,902,933,943,948,958,967,974,979,1183,1205,1255],"nearest":[20,361,475,528],"stops":[23,565],"as":[24,26,525,566,568,613,886,930],"well":[25,567],"quality":[28,382,816],"connections":[32],"for":[33,74,146,180,233,278,308,383,694,718,823,853],"daily":[34,384,394,522],"usage":[35],"scenarios":[36,395],"with":[37,165,978],"housing-level-granularity":[38],"on":[39,118,484,575,906,938,954],"country-wide":[41,148],"scale.":[42],"The":[43,298,401,417,470,506,585,598,644,763,1162],"data":[44,55,339,427,451,745,847,956,969],"was":[45,419,478,904],"generated":[46,420],"through":[47,1201,1251],"novel":[49,775],"approach":[50,776],"that":[51,926],"integrates":[52],"multiple":[53,647],"open":[54,425,846,955],"sources,":[56],"simulation":[57,431,511,766,869],"models,":[58,767],"and":[59,66,72,83,109,143,152,162,185,225,238,256,259,262,265,268,283,376,390,428,459,517,549,559,572,592,617,623,653,675,678,688,722,734,756,770,779,787,800,812,843,855,919,946,957,983,1164,1192,1233,1236,1240],"visual":[60],"analytics":[61,712,772],"techniques,":[62],"enabling":[63,850],"researchers,":[64],"policymakers,":[65],"urban":[67,93,110,654,732,760],"planners":[68],"identify":[70],"gaps":[71,667],"opportunities":[73],"transit":[75,97,114,436,476,696,782,877],"network":[76,487],"improvements.":[77],"Why":[78],"does":[79],"it":[80,127,607],"matter?":[81],"Efficient":[82],"accessible":[84],"transportation":[86,730],"is":[87,600,840,970],"critical":[89],"component":[90],"sustainable":[92],"development.":[94],"However,":[95],"many":[96],"networks":[98],"struggle":[99],"adequately":[101],"serve":[102],"diverse":[103],"populations":[104],"due":[105],"infrastructural,":[107],"financial,":[108],"planning":[111,115,799],"limitations.":[112],"Traditional":[113],"often":[116],"relies":[117],"aggregated":[119,588],"statistics,":[120],"expert":[121],"opinions,":[122],"or":[123,701],"limited":[124],"surveys,":[125],"making":[126],"difficult":[128],"assess":[130],"accessibility":[132,306,636,744],"at":[133,311,640,746],"an":[134,406,819,1169],"individual":[135,825],"household":[136],"level.":[137],"data-driven":[142,692],"reproducible":[144],"methodology":[145,1163],"unbiased":[147],"comparisons.":[149],"Interactive":[150,1196],"Demo":[151],"more":[153,166,754],"Information":[154],"Check":[155],"out":[156],"interactive":[158,621],"Mobility":[159,186,239,284,1202,1206,1252,1256],"Maps":[160],"Explorer":[161],"website":[164],"detailed":[167,305],"information":[168,437,461,878,899,963],"here:":[169],"https://mobility.dbvis.de.":[170,641],"Key":[171],"Facts,":[172],"Download,":[173],"Citation":[174],"Title":[175],"MOBILITY":[176,190,229],"MAPS:":[177,230,275],"A":[178,231,276,373,619],"Dataset":[179,232,277,296],"Open":[181,234,279,907],"Public":[182,235,280,435,502,656,1197,1247],"Transport":[183,236,281,503,689,1198,1248],"Infrastructure":[184,237,282,1199,1249],"Accessibility":[187,240,285,657],"Profiles":[188],"Acronym":[189],"MAPS":[191],"Download":[192],"See":[193],"repo":[194],"file":[195],"MOBILITY_MAPS_v2025-07-09.parquet":[196],"(478MB,":[197],"parquet)":[198],"Version":[199,207],"2025-07-09":[200],"License":[201],"Datenlizenz":[202],"Deutschland":[203],"-":[204,206],"Namensnennung":[205],"2.0":[208],"(dl-de-by/2.0)":[209],"Please":[210],"cite":[211,1182],"as:Maximilian":[214],"T.":[215,255,1194],"Fischer,":[216,1241],"Daniel":[217,226,258,270,1189,1238],"F\u00fcrst,":[218,257],"Yannick":[219,261,1232],"Metz,":[220,260,1186],"Manuel":[221,264],"Schmidt,":[222,263],"Julius":[223,267],"Rauscher,":[224,266],"A.":[227,1190,1239],"Keim.":[228],"Profiles.":[241],"Zenodo,":[242],"2025.":[243],"doi:":[244,1222],"10.5281/zenodo.14772646.":[245],"or,":[246,1224],"when":[247,1225],"using":[248,421,480,589,1226],"Bibtex":[249],"@dataset{MobilityProfiles.DatasetGermany.2025,":[250],"author":[251,1229],"=":[252,273,288,291,294,1230,1245,1260,1269,1272,1275,1278,1281],"{Fischer,":[253],"Maximilian":[254,1193,1242],"Keim,":[269,1191,1237],"A.},":[271],"title":[272,1244],"{MOBILITY":[274],"Profiles},":[286],"year":[287,1280],"2025,":[289],"publisher":[290,1274],"{Zenodo},":[292],"doi":[293,1268],"{10.5281/zenodo.14772646}}":[295],"Description":[297],"in":[300,330,369,405,601,681,709,729,810,818,827,1168,1174,1213,1264],"PARQUET":[302],"format":[303],"includes":[304,553],"measures":[307],"fine-grained,":[313],"housing-level":[314,747],"resolution.":[315],"It":[316,552],"consists":[317],"four":[319],"columns:":[320],"lat,":[321],"lng":[322],"(float32):":[323,372],"GPS":[324],"coordinates":[325,337],"(EPSG:4326)":[326],"each":[328,366,824],"house":[329,336,826],"Germany,":[331,966],"expensively":[332],"compiled":[333],"from":[334,365,438,452,462,493,560],"(HK-DE)":[338],"provided":[340,888,971],"16":[343,975],"federal":[344,976],"states":[345],"under":[346],"EU":[348,934,987,996,1008,1018,1030,1043,1052,1062,1074,1086,1096,1108,1120,1131,1140,1152],"INSPIRE":[349,935,988,997,1009,1019,1031,1044,1053,1063,1075,1087,1097,1109,1121,1132,1141,1153],"regulations.":[350],"MinDistanceWalking":[351],"(int32):":[352],"An":[353],"approximate":[354,807],"distance":[356],"(in":[357],"meters)":[358],"stop":[364,477],"registered":[367],"building":[368],"Germany.":[370,828],"scores_OVERALL":[371],"simulated,":[374],"demographic-":[375],"scenario-weighted":[377,593],"measure":[378],"usage,":[385],"considering":[386,495],"travel":[387,515,571],"times,":[388],"frequency,":[389],"coverage":[391],"various":[393,453],"(e.g.,":[396],"commuting,":[397],"shopping,":[398],"medical":[399],"visits).":[400],"results":[402,586,874],"are":[403,587,789,832,1166],"represented":[404],"artificial":[407,820],"time":[408,821],"unit":[409,603,822],"allow":[411,630],"comparative":[412],"analysis":[413],"locations.":[415],"Methodology":[416],"combination":[423],"geospatial":[426],"advanced":[429,830],"techniques.":[432],"Data":[433,859,1214,1265],"Sources:":[434],"German":[440],"national":[441],"access":[442],"point":[443],"(DELFI":[444],"NeTEx,":[445,887],"version:":[446],"July":[447,465],"2025),":[448],"housing":[449,922],"geolocation":[450],"state":[454,679],"authorities":[455],"(version:":[456,464],"late":[457],"2024),":[458],"routing":[460,898],"OpenStreetMap":[463],"2025).":[466],"Walking":[467],"Distance":[468],"Calculation:":[469],"shortest":[471,577],"path":[472],"computed":[479],"Dijkstra":[482,583],"algorithm":[483],"graph":[486],"publicly":[489,835,841],"available":[490,639,842,929],"pathways":[491],"sourced":[492],"OSM,":[494],"ten":[497],"aerial-nearest":[498],"stops.":[501],"Quality":[504],"Estimation:":[505],"incorporates":[508],"scenario-based":[510],"model,":[512],"weight-averaged":[514],"times":[516,574],"connection":[518],"frequency":[519],"typical":[521],"POIs":[523],"such":[524],"individually":[527,972],"train":[529],"stations,":[530],"kindergartens,":[531],"schools,":[532],"institutions":[533],"higher":[535],"education,":[536],"fitness":[537],"centers,":[538],"cinemas,":[539],"places":[540],"worship,":[542],"supermarkets,":[543],"shopping":[544],"malls,":[545],"restaurants,":[546],"doctors,":[547],"parks,":[548],"cultural":[550],"institutions.":[551],"start":[558],"destination":[562],"averaged":[570],"waiting":[573],"route":[578],"calculated":[579],"via":[580,879,889],"modified":[582],"algorithm.":[584],"demographically-":[591],"metric":[594],"ensure":[596],"comparability.":[597],"value":[599],"time,":[605],"although":[606],"should":[608],"not":[609,834,862],"be":[610],"interpreted":[611],"directly":[612],"real":[614],"minutes.":[615],"Visualization":[616,1212,1263],"Validation:":[618],"WebGL-based":[620],"tool":[622],"static":[624],"precomputed":[625],"maps":[626],"were":[627,927],"developed":[628],"users":[631],"interactively":[633],"explore":[634],"metrics":[637],"dynamically,":[638],"Potential":[642],"Applications":[643],"enables":[646],"use":[648],"cases":[649],"research,":[651],"policy,":[652],"planning:":[655],"Studies:":[658],"Provides":[659],"insights":[660],"into":[661,713],"equity":[663],"evaluating":[665,778],"mobility":[666,711,735,761],"affecting":[668],"different":[669,672],"demographic":[670,768],"groups,":[671],"regional":[673],"areas,":[674],"comparing":[676],"county":[677],"efforts":[680],"improving":[682,780],"quality.":[685],"Urban":[686],"Planning":[687],"Policy:":[690],"Supports":[691],"decision-making":[693],"optimizing":[695],"networks,":[697],"adjusting":[698],"service":[699],"schedules,":[700],"identifying":[702],"underserved":[703],"areas.":[704],"Smart":[705],"City":[706],"Development:":[707],"Assists":[708],"integrating":[710],"broader":[714],"smart":[715],"city":[716,785],"initiatives":[717],"efficient":[719],"resource":[720],"allocation":[721],"sustainability":[723],"planning.":[724],"Academic":[725],"Research:":[726],"Facilitates":[727],"studies":[728],"engineering,":[731],"geography,":[733],"behavior":[736],"analysis.":[737],"Conclusion":[738],"By":[739],"offering":[740],"high-resolution":[741],"granularity,":[748],"this":[749,793,865,915],"contributes":[751],"transparent":[755],"objective":[757],"understanding":[758],"challenges.":[762],"integration":[764],"considerations,":[769],"scalable":[771],"systems.":[783],"Researchers,":[784],"officials,":[786],"policymakers":[788],"encouraged":[790],"leverage":[792],"enhance":[796],"infrastructure":[798],"accessibility.":[801],"contains":[804,917],"meters":[811],"weighted":[814],"overall":[815],"score":[817],"More":[829],"versions":[831],"currently":[833],"available.":[836],"base":[838],"adheres":[844],"licensing":[848],"principles,":[849],"its":[851],"reuse":[852],"scientific":[854,868],"policy-oriented":[856],"studies.":[857],"Source":[858],"Licenses":[860],"While":[861],"part":[863,931],"dataset,":[866],"used":[870,900],"create":[872],"leverages":[875],"National":[881],"Access":[882],"Point":[883],"(NAP)":[884],"DELFI":[885],"GTFS":[890],"feeds":[891],"(CC":[894,911],"BY":[895,912,1025,1038,1069,1081,1115],"4.0).":[896,913],"Also,":[897],"during":[901],"processing":[903],"based":[905,937],"Street":[908],"Map":[909],"contributors":[910],"Primarily,":[914],"original":[918,1170],"slightly":[920],"processed":[921],"locations":[923],"(lat,":[924],"lng)":[925],"made":[928],"regulations,":[936],"Directive":[939],"(EU)":[940],"2019/1024":[941],"(of":[942],"European":[944],"Parliament":[945],"Council":[949],"20":[951],"June":[952],"2019":[953],"re-use":[959],"sector":[962],"(recast)).":[964],"In":[965],"respective":[968],"states,":[977],"following":[980,1184],"required":[981],"attributions":[982],"license":[984],"indications:":[985],"BB:":[986],"/":[989,998,1002,1010,1020,1032,1045,1054,1064,1076,1088,1098,1101,1110,1122,1133,1142,1145,1154],"\u00a9":[990,999,1011,1021,1033,1046,1055,1065,1077,1089,1099,1111,1123,1134,1143,1155],"GeoBasis-DE/LGB,":[991],"dl-de-by/2.0":[992,1004,1014,1058,1104,1127,1136,1148,1157],"(data":[993,1005,1015,1027,1040,1049,1059,1071,1083,1093,1105,1117,1128,1137,1149,1158],"modified)":[994,1006,1016,1028,1041,1050,1060,1072,1084,1094,1106,1118,1129,1138,1150,1159],"BE:":[995],"Geoportal":[1000],"Berlin":[1001],"Hauskoordinaten,":[1003],"BW:":[1007],"LGL,":[1012],"www.lgl-bw.de,":[1013],"BY:":[1017],"Bayerische":[1022],"Vermessungsverwaltung,":[1023],"CC":[1024,1037,1068,1080,1114],"4.0":[1026,1039,1070,1082,1116],"HB:":[1029],"Landesamt":[1034],"GeoInformation":[1035],"Bremen,":[1036],"HE:":[1042],"HVBG,":[1047],"dl-de-by-zero/2.0":[1048,1092],"HH:":[1051],"FHH":[1056],"(LGV),":[1057],"MV:":[1061],"LAiV":[1066],"M-V,":[1067],"NI:":[1073],"LGLN":[1078],"2024,":[1079,1103,1219],"NW:":[1085],"Geobasis":[1090],"NRW,":[1091],"RP:":[1095],"GeoBasis-DE":[1100,1144],"LVermGeoRP":[1102],"SH:":[1107],"GeoBasis-DE/LVermGeo":[1112],"SH,":[1113],"SL:":[1119],"GeoBasis":[1124],"DE/LVGL-SL":[1125],"(2024),":[1126],"SN:":[1130],"GeoSN,":[1135],"ST:":[1139],"LVermGeo":[1146],"LSA,":[1147],"TH:":[1151],"GDI-Th,":[1156],"Original":[1160],"Research":[1161],"techniques":[1165],"described":[1167],"research":[1171],"article":[1172],"published":[1173],"2024.":[1175],"When":[1176],"referring":[1177],"our":[1179],"approach,":[1180],"please":[1181],"publication:Yannick":[1185],"Dennis":[1187,1235],"Ackermann,":[1188,1234],"Fischer.":[1195],"Analysis":[1200,1250],"Profiles:":[1203,1253],"Making":[1204,1254],"Transition":[1207,1257],"Transparent.":[1208],"In:":[1209],"2024":[1210],"IEEE":[1211,1262],"Science":[1215,1266],"(VDS).":[1216],"VDS.":[1217],"IEEE,":[1218],"p.":[1220],"9.":[1221],"10.1109/VDS63897.2024.00006":[1223],"bibtex:":[1227],"@inproceedings{MobilityProfiles.VDS.2024,":[1228],"{Metz,":[1231],"T.},":[1243],"{Interactive":[1246],"Transparent},":[1258],"booktitle":[1259],"{2024":[1261],"(VDS)},":[1267],"{10.1109/VDS63897.2024.00006},":[1270],"pages":[1271],"{9},":[1273],"{IEEE},":[1276],"series":[1277],"{VDS},":[1279],"{2024}}":[1282]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
