{"id":"https://openalex.org/W4414813259","doi":"https://doi.org/10.1177/03611981251365909","title":"Predictive and Precision Pavement Maintenance Methodology Utilizing Multi-Temporal Pavement Images","display_name":"Predictive and Precision Pavement Maintenance Methodology Utilizing Multi-Temporal Pavement Images","publication_year":2025,"publication_date":"2025-10-04","ids":{"openalex":"https://openalex.org/W4414813259","doi":"https://doi.org/10.1177/03611981251365909"},"language":"en","primary_location":{"id":"doi:10.1177/03611981251365909","doi":"https://doi.org/10.1177/03611981251365909","is_oa":false,"landing_page_url":"https://doi.org/10.1177/03611981251365909","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"},"volume":null,"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/A5060364064","display_name":"Zhongyu Yang","orcid":"https://orcid.org/0000-0002-7535-0924","observed_orcids":["https://orcid.org/0000-0002-7535-0924"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhongyu Yang","raw_affiliation_strings":["School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":"https://orcid.org/0000-0002-7535-0924","affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jordan Tsz Chun Fung","orcid":"https://orcid.org/0009-0003-5463-5685","observed_orcids":["https://orcid.org/0009-0003-5463-5685"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan Tsz Chun Fung","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":"https://orcid.org/0009-0003-5463-5685","affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hoang Ho","orcid":"https://orcid.org/0009-0001-6621-8657","observed_orcids":["https://orcid.org/0009-0001-6621-8657"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoang Ho","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":"https://orcid.org/0009-0001-6621-8657","affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035383838","display_name":"Yichang James Tsai","orcid":"https://orcid.org/0000-0002-6650-2279","observed_orcids":["https://orcid.org/0000-0002-6650-2279"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi-Chang (James) Tsai","raw_affiliation_strings":["School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":"https://orcid.org/0000-0002-6650-2279","affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060364064"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":0.3764,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59320619,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"2680","issue":"2","first_page":"366","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.0003000000142492354,"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/T13527","display_name":"Transportation Systems and Logistics","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pavement-maintenance","display_name":"pavement maintenance","score":0.8539999723434448},{"id":"https://openalex.org/keywords/3d-laser-imaging","display_name":"3D laser imaging","score":0.7879999876022339},{"id":"https://openalex.org/keywords/treatment-plan-optimization","display_name":"treatment planning optimization","score":0.8640000224113464},{"id":"https://openalex.org/keywords/maintenance-prioritization","display_name":"maintenance prioritization","score":0.6230000257492065},{"id":"https://openalex.org/keywords/cost-effective-maintenance","display_name":"cost-effective maintenance","score":0.6710000038146973},{"id":"https://openalex.org/keywords/pavement-condition-assessment","display_name":"pavement condition assessment","score":0.5230000019073486},{"id":"https://openalex.org/keywords/state-highway-agencies","display_name":"state highway agencies","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C2780996376","wikidata":"https://www.wikidata.org/wiki/Q1747460","display_name":"Pavement management","level":2,"score":0.7289999723434448},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C40084718","wikidata":"https://www.wikidata.org/wiki/Q7155835","display_name":"Pavement engineering","level":3,"score":0.5228999853134155},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.43320000171661377},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4092999994754791},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.3887999951839447},{"id":"https://openalex.org/C58396970","wikidata":"https://www.wikidata.org/wiki/Q212749","display_name":"Cracking","level":2,"score":0.38420000672340393},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.3637000024318695},{"id":"https://openalex.org/C2993224921","wikidata":"https://www.wikidata.org/wiki/Q34442","display_name":"Highway maintenance","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34929999709129333},{"id":"https://openalex.org/C3020080851","wikidata":"https://www.wikidata.org/wiki/Q507234","display_name":"Fatigue cracking","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C2780042925","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Road surface","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.2766999900341034},{"id":"https://openalex.org/C2780521143","wikidata":"https://www.wikidata.org/wiki/Q1788582","display_name":"State highway","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2567000091075897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/03611981251365909","doi":"https://doi.org/10.1177/03611981251365909","is_oa":false,"landing_page_url":"https://doi.org/10.1177/03611981251365909","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/11","score":0.7250000238418579,"display_name":"Sustainable cities and communities"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W304341390","https://openalex.org/W2063413791","https://openalex.org/W2249717087","https://openalex.org/W2341871467","https://openalex.org/W2803041422","https://openalex.org/W2902522124","https://openalex.org/W2916612198","https://openalex.org/W2924035751","https://openalex.org/W3009110042","https://openalex.org/W3035578261","https://openalex.org/W3040786507","https://openalex.org/W4283783213","https://openalex.org/W4405953196"],"related_works":[],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2,48],"pavement":[3,23,33,44,60,77,84,101,126,136],"imaging":[4],"systems,":[5],"such":[6],"as":[7,150],"three-dimensional":[8],"(3D)":[9],"laser":[10],"technology,":[11],"have":[12,52],"been":[13,55],"widely":[14],"adopted":[15],"by":[16,80],"state":[17],"highway":[18,37],"agencies":[19],"(SHAs)":[20],"for":[21,46,124],"network-level":[22],"condition":[24],"evaluation.":[25],"This":[26],"technology":[27],"enables":[28],"the":[29,64,104,198,201],"collection":[30],"of":[31,175,185,192,200],"high-resolution":[32],"surface":[34],"images":[35,45,51,85],"at":[36,63,103],"speed.":[38],"Despite":[39],"some":[40],"SHAs":[41],"collecting":[42],"3D":[43],"several":[47],"these":[49],"multi-temporal":[50,83],"not":[53],"yet":[54],"fully":[56,81],"utilized":[57],"to":[58,71,86,96,99,117,134,139,160],"enhance":[59],"maintenance":[61,78,206],"strategies":[62],"project":[65],"level.":[66],"Therefore,":[67],"this":[68],"study":[69,180],"aims":[70],"develop":[72],"a":[73,110,129,153,170,188],"predictive":[74,203],"and":[75,121,143,204],"precision":[76,205],"methodology":[79],"leveraging":[82],"advance":[87],"cost-effective":[88,210],"maintenance,":[89],"allowing":[90],"expensive":[91],"treatments":[92],"(e.g.,":[93,169],"deep":[94,148,172],"patching)":[95],"be":[97],"applied":[98],"isolated":[100],"spots":[102],"optimal":[105],"time.":[106],"To":[107],"achieve":[108],"this,":[109],"data":[111,186],"preparation":[112],"pipeline":[113],"was":[114,132,158],"first":[115],"developed":[116,159,202],"measure":[118],"cracking":[119,141],"severity":[120,142],"its":[122],"deterioration":[123,144],"each":[125],"section.":[127],"Then,":[128],"two-by-two":[130],"matrix":[131],"created":[133],"prioritize":[135],"sections":[137],"according":[138],"both":[140],"rate.":[145],"Finally,":[146],"using":[147],"patching":[149,173],"an":[151],"example,":[152],"treatment":[154,163],"planning":[155],"optimization":[156],"function":[157],"strategically":[161],"arrange":[162],"locations,":[164],"considering":[165],"construction":[166],"operation":[167],"constraints":[168],"minimum":[171],"distance":[174],"10":[176],"m).":[177],"A":[178],"case":[179],"conducted":[181],"on":[182],"six":[183],"years":[184],"from":[187],"5.8":[189],"mi":[190],"section":[191],"US-80":[193],"near":[194],"Savannah,":[195],"Georgia,":[196],"demonstrated":[197],"feasibility":[199],"strategy,":[207],"achieving":[208],"more":[209],"maintenance.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}