{"id":"https://openalex.org/W4380079406","doi":"https://doi.org/10.3390/rs15123011","title":"Using NDT Data to Assess the Effect of Pavement Thickness Variability on Ride Quality","display_name":"Using NDT Data to Assess the Effect of Pavement Thickness Variability on Ride Quality","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4380079406","doi":"https://doi.org/10.3390/rs15123011"},"language":"en","primary_location":{"id":"doi:10.3390/rs15123011","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123011","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3011/pdf?version=1686289180","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/12/3011/pdf?version=1686289180","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036360280","display_name":"Christina Plati","orcid":"https://orcid.org/0000-0002-2452-0233"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Christina Plati","raw_affiliation_strings":["Department of Transportation Planning and Engineering, School of Civil Engineering, National Technical University of Athens, 15773 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Transportation Planning and Engineering, School of Civil Engineering, National Technical University of Athens, 15773 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012586573","display_name":"Konstantina Georgouli","orcid":"https://orcid.org/0000-0002-4250-3867"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantina Georgouli","raw_affiliation_strings":["Department of Civil Engineering, School of Engineering, University of the Peloponnese, 26334 Patra, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, School of Engineering, University of the Peloponnese, 26334 Patra, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023629166","display_name":"Andreas Loizos","orcid":"https://orcid.org/0000-0001-7533-5233"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Andreas Loizos","raw_affiliation_strings":["Department of Transportation Planning and Engineering, School of Civil Engineering, National Technical University of Athens, 15773 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Transportation Planning and Engineering, School of Civil Engineering, National Technical University of Athens, 15773 Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036360280"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.8147,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70045345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"12","first_page":"3011","last_page":"3011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11609","display_name":"Geophysical Methods and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9976999759674072,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/nondestructive-testing","display_name":"Nondestructive testing","score":0.8865422010421753},{"id":"https://openalex.org/keywords/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.8075813055038452},{"id":"https://openalex.org/keywords/international-roughness-index","display_name":"International Roughness Index","score":0.7376465797424316},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.6543416380882263},{"id":"https://openalex.org/keywords/ride-quality","display_name":"Ride quality","score":0.5701429843902588},{"id":"https://openalex.org/keywords/asphalt","display_name":"Asphalt","score":0.4798269271850586},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.45810720324516296},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4577035903930664},{"id":"https://openalex.org/keywords/asphalt-pavement","display_name":"Asphalt pavement","score":0.4420020580291748},{"id":"https://openalex.org/keywords/asphalt-concrete","display_name":"Asphalt concrete","score":0.41361498832702637},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.3760693669319153},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.373968243598938},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3243725299835205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28394365310668945},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2723270356655121},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.22356092929840088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17129036784172058},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.06944996118545532}],"concepts":[{"id":"https://openalex.org/C56529433","wikidata":"https://www.wikidata.org/wiki/Q626700","display_name":"Nondestructive testing","level":2,"score":0.8865422010421753},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.8075813055038452},{"id":"https://openalex.org/C2781212230","wikidata":"https://www.wikidata.org/wiki/Q6052822","display_name":"International Roughness Index","level":3,"score":0.7376465797424316},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.6543416380882263},{"id":"https://openalex.org/C2776652587","wikidata":"https://www.wikidata.org/wiki/Q7332534","display_name":"Ride quality","level":2,"score":0.5701429843902588},{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.4798269271850586},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.45810720324516296},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4577035903930664},{"id":"https://openalex.org/C2986189917","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Asphalt pavement","level":3,"score":0.4420020580291748},{"id":"https://openalex.org/C2778713851","wikidata":"https://www.wikidata.org/wiki/Q189259","display_name":"Asphalt concrete","level":3,"score":0.41361498832702637},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.3760693669319153},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.373968243598938},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3243725299835205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28394365310668945},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2723270356655121},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.22356092929840088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17129036784172058},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.06944996118545532},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15123011","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123011","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3011/pdf?version=1686289180","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5c7c52770b5c42ba8b0347bb84aa7536","is_oa":true,"landing_page_url":"https://doaj.org/article/5c7c52770b5c42ba8b0347bb84aa7536","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 12, p 3011 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/12/3011/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15123011","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 12; Pages: 3011","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15123011","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123011","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3011/pdf?version=1686289180","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.47999998927116394,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4380079406.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W572103477","https://openalex.org/W592195464","https://openalex.org/W602192059","https://openalex.org/W1966718731","https://openalex.org/W1991005508","https://openalex.org/W1999294502","https://openalex.org/W2005728221","https://openalex.org/W2014690590","https://openalex.org/W2019027396","https://openalex.org/W2020310332","https://openalex.org/W2027743653","https://openalex.org/W2030349659","https://openalex.org/W2035915475","https://openalex.org/W2048908962","https://openalex.org/W2069454876","https://openalex.org/W2087599756","https://openalex.org/W2092972248","https://openalex.org/W2107564045","https://openalex.org/W2117957721","https://openalex.org/W2186570683","https://openalex.org/W2257171330","https://openalex.org/W2395626468","https://openalex.org/W2475025897","https://openalex.org/W2613221573","https://openalex.org/W2734617068","https://openalex.org/W2741877407","https://openalex.org/W2750759787","https://openalex.org/W2790313863","https://openalex.org/W2810805470","https://openalex.org/W2888370340","https://openalex.org/W2921061594","https://openalex.org/W3023461478","https://openalex.org/W3045892765","https://openalex.org/W3158553606","https://openalex.org/W4200069213","https://openalex.org/W4210883894","https://openalex.org/W4220736573","https://openalex.org/W4224256204","https://openalex.org/W4240093625","https://openalex.org/W4285179475","https://openalex.org/W4294168505","https://openalex.org/W4295832403","https://openalex.org/W4313335971","https://openalex.org/W4323275541","https://openalex.org/W4366085645","https://openalex.org/W6616373758","https://openalex.org/W6686940748","https://openalex.org/W6810017970"],"related_works":["https://openalex.org/W2085716155","https://openalex.org/W1539951235","https://openalex.org/W637493547","https://openalex.org/W614713988","https://openalex.org/W2500076403","https://openalex.org/W3019139882","https://openalex.org/W2076241677","https://openalex.org/W2608846848","https://openalex.org/W2247121980","https://openalex.org/W4220792198"],"abstract_inverted_index":{"Pavement":[0],"condition":[1,27],"largely":[2],"determines":[3],"its":[4],"long-term":[5],"behavior":[6],"and":[7,14,94,127,154,160],"is":[8,57,70,111,189],"of":[9,19,42,45,67,108,202],"paramount":[10],"importance":[11],"for":[12,198],"rehabilitation":[13],"maintenance":[15],"management.":[16],"The":[17,162,174],"use":[18],"non-destructive":[20],"testing":[21],"(NDT)":[22],"systems":[23,35,51,82],"to":[24,38,52,71,75,112,123],"assess":[25],"pavement":[26,86,130,143,172,205],"has":[28],"gained":[29],"much":[30],"popularity.":[31],"Often,":[32],"well-known":[33],"NDT":[34,50,81],"are":[36,157,169],"combined":[37],"take":[39],"full":[40],"advantage":[41],"the":[43,54,65,73,106,115,124,128,134,176,182,184,192,203],"capabilities":[44,194],"each":[46],"system.":[47],"Combining":[48],"independent":[49,80],"optimize":[53],"assessment":[55,201],"process":[56,126],"a":[58,99],"scientific":[59],"challenge.":[60],"With":[61],"this":[62,68,109],"in":[63,118,147,171,178],"mind,":[64],"purpose":[66],"paper":[69],"investigate":[72],"extent":[74],"which":[76],"data":[77,96,156],"from":[78],"two":[79],"can":[83,195],"be":[84,196],"combined:":[85],"thickness":[87,167],"obtained":[88,97],"with":[89,98],"ground":[90],"penetrating":[91],"radar":[92],"(GPR)":[93],"roughness":[95,144,155],"road":[100],"surface":[101],"profiler":[102],"(RSP).":[103],"In":[104],"particular,":[105],"objective":[107],"study":[110],"determine":[113],"whether":[114],"expected":[116,204],"variations":[117,168],"asphalt":[119,179],"layer":[120,180],"thickness,":[121,181],"due":[122],"construction":[125],"different":[129],"cross":[131],"sections":[132],"along":[133],"same":[135],"road/highway":[136],"road,":[137],"may":[138],"have":[139],"an":[140,199],"impact":[141],"on":[142],"as":[145],"expressed":[146],"International":[148],"Roughness":[149],"Index":[150],"(IRI)":[151],"values.":[152,186],"GPR":[153,193],"collected,":[158],"processed,":[159],"analyzed.":[161],"analysis":[163],"results":[164],"show":[165],"that":[166,191],"reflected":[170],"roughness.":[173],"greater":[175,183],"variation":[177],"IRI":[185],"Furthermore,":[187],"it":[188],"argued":[190],"used":[197],"initial":[200],"quality.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
