{"id":"https://openalex.org/W4412731083","doi":"https://doi.org/10.1080/17538947.2025.2528617","title":"Data-driven structural damage monitoring and assessment based on unmanned aerial vehicle images: a survey","display_name":"Data-driven structural damage monitoring and assessment based on unmanned aerial vehicle images: a survey","publication_year":2025,"publication_date":"2025-07-28","ids":{"openalex":"https://openalex.org/W4412731083","doi":"https://doi.org/10.1080/17538947.2025.2528617"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2528617","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2528617","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/17538947.2025.2528617","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118788591","display_name":"Zhuoyue Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoyue Yang","raw_affiliation_strings":["Beijing Institute of Technology","School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024172052","display_name":"Yuxin Xu","orcid":"https://orcid.org/0000-0003-2300-1199"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuxin Xu","raw_affiliation_strings":["Beijing Institute of Technology","School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101502006","display_name":"Hao Song","orcid":"https://orcid.org/0000-0002-8917-3316"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Song","raw_affiliation_strings":["Beijing Institute of Technology","School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025987638","display_name":"Yu Kang","orcid":"https://orcid.org/0000-0002-8706-3252"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Yu","raw_affiliation_strings":["Beijing Institute of Technology","School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Mechatronics Engineering, Beijing Institute of Technology, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024172052"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":2.8408,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90364188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998000264167786,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/aerial-survey","display_name":"Aerial survey","score":0.6488358378410339},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.605481743812561},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.5372018814086914},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5345567464828491},{"id":"https://openalex.org/keywords/aerial-photography","display_name":"Aerial photography","score":0.483779639005661},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.45716702938079834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38361087441444397},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3682570457458496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35618463158607483},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1699649691581726}],"concepts":[{"id":"https://openalex.org/C176262533","wikidata":"https://www.wikidata.org/wiki/Q4688034","display_name":"Aerial survey","level":2,"score":0.6488358378410339},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.605481743812561},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.5372018814086914},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5345567464828491},{"id":"https://openalex.org/C133214962","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial photography","level":2,"score":0.483779639005661},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.45716702938079834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38361087441444397},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3682570457458496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35618463158607483},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1699649691581726}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2025.2528617","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2528617","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e3170d5bb66141cabcd635994de44b0b","is_oa":true,"landing_page_url":"https://doaj.org/article/e3170d5bb66141cabcd635994de44b0b","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":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2528617","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2528617","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.49000000953674316,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":113,"referenced_works":["https://openalex.org/W1986498251","https://openalex.org/W2117228865","https://openalex.org/W2117248802","https://openalex.org/W2119605622","https://openalex.org/W2151103935","https://openalex.org/W2520707372","https://openalex.org/W2528951757","https://openalex.org/W2565985973","https://openalex.org/W2598457882","https://openalex.org/W2619036887","https://openalex.org/W2739310573","https://openalex.org/W2768955070","https://openalex.org/W2799688575","https://openalex.org/W2804948039","https://openalex.org/W2901655460","https://openalex.org/W2910066819","https://openalex.org/W2945243553","https://openalex.org/W2953957675","https://openalex.org/W2966952487","https://openalex.org/W2979396152","https://openalex.org/W3004383882","https://openalex.org/W3020056595","https://openalex.org/W3026625556","https://openalex.org/W3029452274","https://openalex.org/W3030580759","https://openalex.org/W3045642835","https://openalex.org/W3047286942","https://openalex.org/W3089365509","https://openalex.org/W3106190903","https://openalex.org/W3109585842","https://openalex.org/W3118142692","https://openalex.org/W3128119818","https://openalex.org/W3132270109","https://openalex.org/W3133207539","https://openalex.org/W3153642253","https://openalex.org/W3153685071","https://openalex.org/W3160669982","https://openalex.org/W3167746375","https://openalex.org/W3178501096","https://openalex.org/W3185176790","https://openalex.org/W3186248524","https://openalex.org/W3194030134","https://openalex.org/W3203570626","https://openalex.org/W3211755207","https://openalex.org/W4200025715","https://openalex.org/W4200478585","https://openalex.org/W4210354296","https://openalex.org/W4244467125","https://openalex.org/W4249502209","https://openalex.org/W4255556797","https://openalex.org/W4285105424","https://openalex.org/W4290755484","https://openalex.org/W4297464309","https://openalex.org/W4311508536","https://openalex.org/W4313031684","https://openalex.org/W4313350235","https://openalex.org/W4313827763","https://openalex.org/W4315702419","https://openalex.org/W4316035304","https://openalex.org/W4317624325","https://openalex.org/W4319266016","https://openalex.org/W4362661305","https://openalex.org/W4367623753","https://openalex.org/W4376122969","https://openalex.org/W4379382622","https://openalex.org/W4381250581","https://openalex.org/W4381511407","https://openalex.org/W4382135822","https://openalex.org/W4384284046","https://openalex.org/W4384304567","https://openalex.org/W4384436100","https://openalex.org/W4386826548","https://openalex.org/W4386918679","https://openalex.org/W4387419618","https://openalex.org/W4387422575","https://openalex.org/W4388018876","https://openalex.org/W4388539023","https://openalex.org/W4389487698","https://openalex.org/W4390011931","https://openalex.org/W4390189932","https://openalex.org/W4390459642","https://openalex.org/W4390885351","https://openalex.org/W4391532795","https://openalex.org/W4391557600","https://openalex.org/W4392102434","https://openalex.org/W4392342114","https://openalex.org/W4392351523","https://openalex.org/W4392450086","https://openalex.org/W4392611940","https://openalex.org/W4393131857","https://openalex.org/W4393146682","https://openalex.org/W4394585841","https://openalex.org/W4394593480","https://openalex.org/W4394603144","https://openalex.org/W4394849223","https://openalex.org/W4394944992","https://openalex.org/W4396544286","https://openalex.org/W4399039384","https://openalex.org/W4400579361","https://openalex.org/W4401075095","https://openalex.org/W4401979400","https://openalex.org/W4402673331","https://openalex.org/W4402784876","https://openalex.org/W4402916520","https://openalex.org/W4403042104","https://openalex.org/W4403189510","https://openalex.org/W4403694575","https://openalex.org/W4403814360","https://openalex.org/W4404483392","https://openalex.org/W4404514270","https://openalex.org/W4404612667","https://openalex.org/W4404652409","https://openalex.org/W4404749731"],"related_works":["https://openalex.org/W288092943","https://openalex.org/W2552247882","https://openalex.org/W1597666750","https://openalex.org/W2611300873","https://openalex.org/W268266591","https://openalex.org/W2119905562","https://openalex.org/W2362805293","https://openalex.org/W2393771474","https://openalex.org/W2386046054","https://openalex.org/W2372478594"],"abstract_inverted_index":{"The":[0,23,129],"increasing":[1],"adoption":[2],"of":[3,25,31,79,104,131,141],"UAV-based":[4,80],"remote":[5],"sensing":[6],"has":[7],"transformed":[8],"disaster":[9,21],"response,":[10],"structural":[11,32,81,105],"health":[12],"monitoring,":[13],"urban":[14],"building":[15],"management,":[16],"topographic":[17],"change":[18],"analysis,":[19],"and":[20,28,45,49,67,83,94,101,107,117,123,152],"rescue.":[22],"collection":[24],"image":[26,60,148],"information":[27],"the":[29,99,138],"assessment":[30,52,84,108,125,132],"damage":[33],"based":[34,89],"on":[35,64,90],"drones":[36],"are":[37,150],"key":[38],"technologies":[39,111],"for":[40,120,157],"rapidly":[41],"responding":[42],"to":[43,137],"disasters":[44],"providing":[46,154],"strategic":[47],"planning":[48],"deployment.":[50],"Image-based":[51],"methods":[53],"face":[54],"challenges,":[55],"including":[56],"difficulty":[57],"in":[58,69,112,146,160],"extracting":[59],"features,":[61],"multiple":[62],"constraints":[63],"data":[65,92,113],"acquisition,":[66,114],"difficulties":[68],"integrating":[70],"evaluation":[71,149],"results.":[72],"This":[73,96],"study":[74],"provides":[75],"a":[76,155],"systematic":[77],"review":[78,97],"monitoring":[82,106,122],"methodologies,":[85],"categorizing":[86],"existing":[87],"techniques":[88],"their":[91,158],"type":[93],"applications.":[95],"clarifies":[98],"concepts":[100],"practical":[102],"requirements":[103],"processes.":[109],"Key":[110],"map":[115],"construction":[116],"model":[118],"creation":[119],"regular":[121],"rescue":[124],"were":[126],"sorted":[127],"out.":[128],"selection":[130],"models":[133],"is":[134],"closely":[135],"related":[136],"different":[139],"types":[140],"maps.":[142],"Finally,":[143],"future":[144],"developments":[145],"drone":[147],"discussed":[151],"summarized,":[153],"reference":[156],"application":[159],"civilian":[161],"fields.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
