{"id":"https://openalex.org/W2097881520","doi":"https://doi.org/10.1109/jurse.2011.5764760","title":"Classification of residential building architectural typologies using LiDAR","display_name":"Classification of residential building architectural typologies using LiDAR","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2097881520","doi":"https://doi.org/10.1109/jurse.2011.5764760","mag":"2097881520"},"language":"en","primary_location":{"id":"doi:10.1109/jurse.2011.5764760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jurse.2011.5764760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Joint Urban Remote Sensing Event","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003442042","display_name":"Thoreau Rory Tooke","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thoreau Rory Tooke","raw_affiliation_strings":["Forest Resources Management, University of British Columbia, Vancouver, Canada","[Forest Resources Management, University of British Columbia, Vancouver, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forest Resources Management, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"[Forest Resources Management, University of British Columbia, Vancouver, Canada]","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063016769","display_name":"Michael vanderLaan","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael vanderLaan","raw_affiliation_strings":["School of Architecture and Landscape Architecture, University of British Columbia, Vancouver, Canada","[Department of Georgraphy, University of British Columbia, Vancouver, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Landscape Architecture, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"[Department of Georgraphy, University of British Columbia, Vancouver, Canada]","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050842469","display_name":"Nicholas C. Coops","orcid":"https://orcid.org/0000-0002-0151-9037"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nicholas Coops","raw_affiliation_strings":["Forest Resources Management, University of British Columbia, Vancouver, Canada","[Forest Resources Management, University of British Columbia, Vancouver, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forest Resources Management, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"[Forest Resources Management, University of British Columbia, Vancouver, Canada]","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022913112","display_name":"Andreas Christen","orcid":"https://orcid.org/0000-0003-3864-1703"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andreas Christen","raw_affiliation_strings":["Department of Georgraphy, University of British Columbia, Vancouver, Canada","[Department of Georgraphy, University of British Columbia, Vancouver, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Georgraphy, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"[Department of Georgraphy, University of British Columbia, Vancouver, Canada]","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071548249","display_name":"Ronald Kellett","orcid":"https://orcid.org/0000-0002-6363-8912"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ronald Kellett","raw_affiliation_strings":["School of Architecture and Landscape Architecture, University of British Columbia, Vancouver, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Landscape Architecture, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8159,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9861000180244446,"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/lidar","display_name":"Lidar","score":0.8821981549263},{"id":"https://openalex.org/keywords/roof","display_name":"Roof","score":0.6239035725593567},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.5968203544616699},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.588628888130188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5849524736404419},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5448477268218994},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4429129660129547},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3963780105113983},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.39083248376846313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3372853994369507},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2537999749183655},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.23516380786895752},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14384916424751282},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.119757741689682}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.8821981549263},{"id":"https://openalex.org/C2776748203","wikidata":"https://www.wikidata.org/wiki/Q83180","display_name":"Roof","level":2,"score":0.6239035725593567},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.5968203544616699},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.588628888130188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5849524736404419},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5448477268218994},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4429129660129547},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3963780105113983},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.39083248376846313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3372853994369507},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2537999749183655},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.23516380786895752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14384916424751282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.119757741689682},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jurse.2011.5764760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jurse.2011.5764760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Joint Urban Remote Sensing Event","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8600000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319956","display_name":"Canadian Foundation for Climate and Atmospheric Sciences","ror":"https://ror.org/01adm6690"},{"id":"https://openalex.org/F4320334620","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3848466","https://openalex.org/W1571356903","https://openalex.org/W1985094595","https://openalex.org/W2043073872","https://openalex.org/W2053154970","https://openalex.org/W2074344234","https://openalex.org/W2094128675","https://openalex.org/W2128120029","https://openalex.org/W2170063831","https://openalex.org/W6634161650"],"related_works":["https://openalex.org/W4384112194","https://openalex.org/W2783354812","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W4390813131","https://openalex.org/W2349383066","https://openalex.org/W4308259661","https://openalex.org/W4328132048","https://openalex.org/W2594043982","https://openalex.org/W3036493597"],"abstract_inverted_index":{"The":[0],"availability":[1],"of":[2,20,48,65],"light":[3],"detection":[4],"and":[5,40,82],"ranging":[6],"(LiDAR)":[7],"datasets":[8],"over":[9],"urban":[10],"areas":[11],"has":[12],"significant":[13],"potential":[14],"to":[15,32,79],"facilitate":[16],"the":[17,66,86,96],"automatic":[18],"parameterization":[19],"sophisticated":[21],"building":[22,33,51,69,76,93],"energy":[23],"models.":[24],"In":[25],"this":[26],"paper":[27],"we":[28,58],"present":[29],"an":[30],"approach":[31],"architectural":[34],"typology":[35],"classification":[36],"using":[37],"LiDAR":[38,49],"data":[39,57],"decision":[41],"tree":[42],"regression.":[43],"By":[44],"integrating":[45],"a":[46],"suite":[47],"derived":[50],"morphological":[52],"characteristics":[53,77],"with":[54],"field":[55],"training":[56],"accurately":[59],"classified":[60],"(84%,":[61],"Kappa":[62],"=":[63],"0.76)":[64],"modelled":[67],"residential":[68],"types.":[70],"Furthermore,":[71],"our":[72],"analysis":[73],"suggests":[74],"that":[75],"related":[78],"height,":[80],"volume":[81],"roof":[83],"slope":[84],"provide":[85],"most":[87],"important":[88],"predictor":[89],"variables":[90],"for":[91],"classifying":[92],"typologies":[94],"in":[95],"examined":[97],"study":[98],"area.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
