{"id":"https://openalex.org/W3033545933","doi":"https://doi.org/10.1080/10095020.2020.1754138","title":"Big spatial data for urban and environmental sustainability","display_name":"Big spatial data for urban and environmental sustainability","publication_year":2020,"publication_date":"2020-04-02","ids":{"openalex":"https://openalex.org/W3033545933","doi":"https://doi.org/10.1080/10095020.2020.1754138","mag":"3033545933"},"language":"en","primary_location":{"id":"doi:10.1080/10095020.2020.1754138","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2020.1754138","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2020.1754138?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2020.1754138?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100705731","display_name":"Bo Huang","orcid":"https://orcid.org/0000-0002-5063-3522"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Bo Huang","raw_affiliation_strings":["Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083547573","display_name":"Jionghua Wang","orcid":"https://orcid.org/0000-0001-8265-3985"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jionghua Wang","raw_affiliation_strings":["Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100705731"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":{"value":1625,"currency":"GBP","value_usd":1993},"apc_paid":{"value":1625,"currency":"GBP","value_usd":1993},"fwci":16.6796,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.99154621,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"23","issue":"2","first_page":"125","last_page":"140"},"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":0.9900000095367432,"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":0.9900000095367432,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/big-data","display_name":"Big data","score":0.8493324518203735},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6897108554840088},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5631517767906189},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5480442643165588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5448127388954163},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5368507504463196},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5076237916946411},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.44955381751060486},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4480321407318115},{"id":"https://openalex.org/keywords/rework","display_name":"Rework","score":0.44426384568214417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35892385244369507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21078741550445557},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20906773209571838},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.12311923503875732}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8493324518203735},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6897108554840088},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5631517767906189},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5480442643165588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5448127388954163},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5368507504463196},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5076237916946411},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.44955381751060486},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4480321407318115},{"id":"https://openalex.org/C2776543023","wikidata":"https://www.wikidata.org/wiki/Q2147046","display_name":"Rework","level":2,"score":0.44426384568214417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35892385244369507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21078741550445557},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20906773209571838},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.12311923503875732},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10095020.2020.1754138","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2020.1754138","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2020.1754138?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ce571802777245619e2760ecf22effb4","is_oa":true,"landing_page_url":"https://doaj.org/article/ce571802777245619e2760ecf22effb4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geo-spatial Information Science, Vol 23, Iss 2, Pp 125-140 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/10095020.2020.1754138","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2020.1754138","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2020.1754138?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4300000071525574,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033545933.pdf","grobid_xml":"https://content.openalex.org/works/W3033545933.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W74935743","https://openalex.org/W339477468","https://openalex.org/W1173523477","https://openalex.org/W1484775731","https://openalex.org/W1498436455","https://openalex.org/W1543977850","https://openalex.org/W1551116468","https://openalex.org/W1561013389","https://openalex.org/W1599043334","https://openalex.org/W1971794754","https://openalex.org/W1994464169","https://openalex.org/W1995280601","https://openalex.org/W1999422582","https://openalex.org/W2010916861","https://openalex.org/W2016802582","https://openalex.org/W2019400799","https://openalex.org/W2023751717","https://openalex.org/W2031528200","https://openalex.org/W2032109089","https://openalex.org/W2033809692","https://openalex.org/W2057301737","https://openalex.org/W2058932559","https://openalex.org/W2066473934","https://openalex.org/W2071936897","https://openalex.org/W2077689834","https://openalex.org/W2089578385","https://openalex.org/W2091690810","https://openalex.org/W2092572597","https://openalex.org/W2092596755","https://openalex.org/W2098676252","https://openalex.org/W2103079830","https://openalex.org/W2108162680","https://openalex.org/W2111482234","https://openalex.org/W2116115717","https://openalex.org/W2118898434","https://openalex.org/W2128338591","https://openalex.org/W2133015697","https://openalex.org/W2139646386","https://openalex.org/W2141975087","https://openalex.org/W2156575832","https://openalex.org/W2159136761","https://openalex.org/W2170535121","https://openalex.org/W2202387136","https://openalex.org/W2286310833","https://openalex.org/W2291068538","https://openalex.org/W2292417809","https://openalex.org/W2294123605","https://openalex.org/W2297083297","https://openalex.org/W2297827415","https://openalex.org/W2303172903","https://openalex.org/W2303475025","https://openalex.org/W2325982591","https://openalex.org/W2335232237","https://openalex.org/W2479621352","https://openalex.org/W2487200295","https://openalex.org/W2515868912","https://openalex.org/W2529948677","https://openalex.org/W2564730549","https://openalex.org/W2565404921","https://openalex.org/W2567586762","https://openalex.org/W2589126904","https://openalex.org/W2727038893","https://openalex.org/W2769192737","https://openalex.org/W2776069591","https://openalex.org/W2789894922","https://openalex.org/W2791307436","https://openalex.org/W2791696953","https://openalex.org/W2791841014","https://openalex.org/W2793502834","https://openalex.org/W2795918996","https://openalex.org/W2797128225","https://openalex.org/W2803946774","https://openalex.org/W2894753592","https://openalex.org/W2904671025","https://openalex.org/W2914613071","https://openalex.org/W2919115771","https://openalex.org/W2921659045","https://openalex.org/W2948646149","https://openalex.org/W2954744300","https://openalex.org/W2966194442","https://openalex.org/W2971029899","https://openalex.org/W2971876495","https://openalex.org/W3021380260","https://openalex.org/W4226065182","https://openalex.org/W4232340959","https://openalex.org/W4248989428","https://openalex.org/W4300990168","https://openalex.org/W4312531999","https://openalex.org/W6687066308"],"related_works":["https://openalex.org/W2137196920","https://openalex.org/W2016750656","https://openalex.org/W2001967228","https://openalex.org/W1985548832","https://openalex.org/W1969836645","https://openalex.org/W1986499263","https://openalex.org/W2749019331","https://openalex.org/W2155301311","https://openalex.org/W36249452","https://openalex.org/W2120936014"],"abstract_inverted_index":{"Eighty":[0],"percent":[1],"of":[2,40,65,71,76,100,113,127],"big":[3,114],"data":[4,47,103,115,132,134],"are":[5,12,55],"associated":[6],"with":[7,31,45,129],"spatial":[8],"information,":[9],"and":[10,20,28,52,81,104,135,138],"thus":[11],"Big":[13],"Spatial":[14],"Data":[15],"(BSD).":[16],"BSD":[17,33,128],"provides":[18],"new":[19],"great":[21],"opportunities":[22],"to":[23,79,131],"rework":[24],"problems":[25],"in":[26],"urban":[27,67,72],"environmental":[29],"sustainability":[30],"advanced":[32],"analytics.":[34],"To":[35],"fully":[36],"leverage":[37],"the":[38,98,111,125],"advantages":[39,99],"BSD,":[41],"it":[42],"is":[43],"integrated":[44,94],"conventional":[46],"(e.g.":[48],"remote":[49],"sensing":[50],"images)":[51],"improved":[53],"methods":[54,95],"developed.":[56],"This":[57],"paper":[58],"introduces":[59],"four":[60],"case":[61],"studies:":[62],"(1)":[63],"Detection":[64],"polycentric":[66],"structures;":[68],"(2)":[69],"Evaluation":[70],"vibrancy;":[73],"(3)":[74],"Estimation":[75],"population":[77],"exposure":[78],"PM2.5;":[80],"(4)":[82],"Urban":[83],"land-use":[84],"classification":[85],"via":[86],"deep":[87],"learning.":[88],"The":[89],"results":[90],"provide":[91],"evidence":[92],"that":[93],"can":[96,108],"harness":[97],"both":[101],"traditional":[102],"BSD.":[105],"Meanwhile,":[106],"they":[107],"also":[109],"improve":[110],"effectiveness":[112],"itself.":[116],"Finally,":[117],"this":[118],"study":[119],"makes":[120],"three":[121],"key":[122],"recommendations":[123],"for":[124],"development":[126],"regards":[130],"fusion,":[133],"predicting":[136],"analytics,":[137],"theoretical":[139],"modeling.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
