{"id":"https://openalex.org/W7150793119","doi":"https://doi.org/10.1007/s44212-026-00102-5","title":"GeoMarX: empowering geospatial marking and annotation for complex targets in urban environments","display_name":"GeoMarX: empowering geospatial marking and annotation for complex targets in urban environments","publication_year":2026,"publication_date":"2026-04-07","ids":{"openalex":"https://openalex.org/W7150793119","doi":"https://doi.org/10.1007/s44212-026-00102-5"},"language":"en","primary_location":{"id":"doi:10.1007/s44212-026-00102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-026-00102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-026-00102-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s44212-026-00102-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133005022","display_name":"Rui Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Rui Cao","raw_affiliation_strings":["Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133029167","display_name":"Junting Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junting Pan","raw_affiliation_strings":["Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133009169","display_name":"Cai Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Cai Liao","raw_affiliation_strings":["Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133054245","display_name":"Wenyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wenyu Zhang","raw_affiliation_strings":["Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133045652","display_name":"Yun Zhuang","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yun Zhuang","raw_affiliation_strings":["Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5133005022"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37340924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.34630000591278076,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.34630000591278076,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.3068999946117401,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.0714000016450882,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.882099986076355},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7368999719619751},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5336999893188477},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.512499988079071},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46320000290870667},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.4593999981880188},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41920000314712524},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.3944000005722046}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.882099986076355},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7368999719619751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6621000170707703},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5336999893188477},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5246000289916992},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.512499988079071},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46320000290870667},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.4593999981880188},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41920000314712524},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.36399999260902405},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34929999709129333},{"id":"https://openalex.org/C203689450","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial database","level":3,"score":0.3492000102996826},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3018999993801117},{"id":"https://openalex.org/C2982939262","wikidata":"https://www.wikidata.org/wiki/Q696776","display_name":"Urban management","level":3,"score":0.2791000008583069},{"id":"https://openalex.org/C2985727698","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Semantic annotation","level":3,"score":0.25940001010894775},{"id":"https://openalex.org/C2778597888","wikidata":"https://www.wikidata.org/wiki/Q172169","display_name":"3D city models","level":3,"score":0.2587999999523163},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44212-026-00102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-026-00102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-026-00102-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44212-026-00102-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44212-026-00102-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44212-026-00102-5.pdf","source":{"id":"https://openalex.org/S4387283136","display_name":"Urban Informatics","issn_l":"2731-6963","issn":["2731-6963"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Urban Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.782599687576294}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323537","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7150793119.pdf","grobid_xml":"https://content.openalex.org/works/W7150793119.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1584663654","https://openalex.org/W1977345771","https://openalex.org/W1981934656","https://openalex.org/W2020532252","https://openalex.org/W2032306335","https://openalex.org/W2064985253","https://openalex.org/W2605388673","https://openalex.org/W2893256830","https://openalex.org/W2919115771","https://openalex.org/W2963037989","https://openalex.org/W2963097326","https://openalex.org/W2963150697","https://openalex.org/W3011147769","https://openalex.org/W3027201985","https://openalex.org/W3041516416","https://openalex.org/W3043480203","https://openalex.org/W3165258216","https://openalex.org/W3177578194","https://openalex.org/W4200234009","https://openalex.org/W4296156455","https://openalex.org/W4315779763","https://openalex.org/W4367839586","https://openalex.org/W4385521738","https://openalex.org/W4386632015","https://openalex.org/W4390874575","https://openalex.org/W4400061214","https://openalex.org/W4402082382","https://openalex.org/W4407086008","https://openalex.org/W4408472887","https://openalex.org/W4410742653","https://openalex.org/W4411008109","https://openalex.org/W4415818972","https://openalex.org/W4416057963","https://openalex.org/W6913173172","https://openalex.org/W7105880436"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Urban":[1],"environments":[2],"present":[3],"unique":[4],"challenges":[5],"for":[6,75,177,190],"geospatial":[7,162,188],"data":[8,122,163,189],"management":[9,123],"and":[10,16,35,78,90,111,124,134,151,165,180,193,199],"analysis":[11,164],"due":[12],"to":[13,29,104,118,183],"their":[14],"complexity":[15],"dynamic":[17],"nature.":[18],"In":[19],"this":[20,48],"paper,":[21],"we":[22],"introduce":[23],"GeoMarX,":[24],"a":[25,82,145,174],"new":[26],"tool":[27],"designed":[28],"empower":[30],"geo":[31],"spatial":[32,56],"mar":[33],"king":[34],"annotation":[36,79,91,152],"of":[37,54,109,142,148,153,187],"comple":[38],"x":[39],"targets":[40,46],"in":[41,47,127,160,167],"urban":[42,60,128,154,169,195],"environments.":[43],"The":[44,197],"complex":[45,168],"context":[49],"are":[50,202],"high-level":[51],"concepts":[52],"composed":[53],"simpler":[55],"elements,":[57],"such":[58],"as":[59,93,95],"informal":[61,155],"settlements,":[62,156],"rather":[63],"than":[64],"basic":[65],"objects":[66],"like":[67],"buildings":[68],"or":[69],"trees.":[70],"GeoMarX":[71,143,172],"addresses":[72],"the":[73,140,149,185],"need":[74],"precise":[76],"marking":[77,150],"by":[80],"providing":[81],"user-friendly":[83],"platform":[84],"equipped":[85],"with":[86,114],"integrated":[87],"mapping":[88],"functionalities":[89],"tools":[92],"well":[94],"leveraging":[96],"cutting-edge":[97],"machine":[98],"learning":[99],"technologies,":[100],"which":[101],"enables":[102],"users":[103],"accurately":[105],"mark":[106],"specific":[107],"points/areas":[108],"interest":[110],"annotate":[112],"them":[113],"rich":[115],"contextual":[116],"information":[117],"further":[119],"facilitate":[120],"efficient":[121],"decision-making":[125,192],"processes":[126],"planning,":[129],"transportation":[130],"management,":[131],"environmental":[132],"monitoring,":[133],"other":[135],"urban-related":[136],"domains.":[137],"We":[138],"illustrate":[139],"utility":[141],"through":[144],"case":[146],"study":[147],"highlighting":[157],"its":[158],"effectiveness":[159],"enhancing":[161],"visualization":[166],"contexts.":[170],"Overall,":[171],"represents":[173],"valuable":[175],"resource":[176],"researchers,":[178],"practitioners,":[179],"policymakers":[181],"seeking":[182],"harness":[184],"power":[186],"informed":[191],"sustainable":[194],"development.":[196],"software":[198],"accompanying":[200],"documentation":[201],"available":[203],"at":[204],"https://github.com/rui-research/GeoMarX":[205],".":[206]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-04-07T00:00:00"}
