{"id":"https://openalex.org/W2321998745","doi":"https://doi.org/10.1109/lgrs.2016.2539301","title":"Rapid Assessment of Dynamic Friction Coefficient of Asphalt Pavement Using Reflectance Spectroscopy","display_name":"Rapid Assessment of Dynamic Friction Coefficient of Asphalt Pavement Using Reflectance Spectroscopy","publication_year":2016,"publication_date":"2016-03-31","ids":{"openalex":"https://openalex.org/W2321998745","doi":"https://doi.org/10.1109/lgrs.2016.2539301","mag":"2321998745"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2016.2539301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2016.2539301","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5081864359","display_name":"Nimrod Carmon","orcid":"https://orcid.org/0000-0002-9211-2290"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Nimrod Carmon","raw_affiliation_strings":["Department of Geography and Human Environment and the Porter School for Environmental Studies, Tel-Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Human Environment and the Porter School for Environmental Studies, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111392166","display_name":"Eyal Ben\u2010Dor","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Eyal Ben-Dor","raw_affiliation_strings":["Department of Geography and Human Environment, Tel-Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Human Environment, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081864359"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":2.0718,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86000802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"5","first_page":"721","last_page":"724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9915000200271606,"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/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9915000200271606,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.989300012588501,"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/reflectivity","display_name":"Reflectivity","score":0.7355245351791382},{"id":"https://openalex.org/keywords/asphalt","display_name":"Asphalt","score":0.7157527804374695},{"id":"https://openalex.org/keywords/diffuse-reflectance-infrared-fourier-transform","display_name":"Diffuse reflectance infrared fourier transform","score":0.5328360795974731},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5031794905662537},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.501068115234375},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46871107816696167},{"id":"https://openalex.org/keywords/asphalt-pavement","display_name":"Asphalt pavement","score":0.45681700110435486},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37226560711860657},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.34563523530960083},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.28677141666412354},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.25442248582839966},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24257168173789978},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1293470561504364},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07763418555259705}],"concepts":[{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.7355245351791382},{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.7157527804374695},{"id":"https://openalex.org/C156328458","wikidata":"https://www.wikidata.org/wiki/Q5275423","display_name":"Diffuse reflectance infrared fourier transform","level":4,"score":0.5328360795974731},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5031794905662537},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.501068115234375},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46871107816696167},{"id":"https://openalex.org/C2986189917","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Asphalt pavement","level":3,"score":0.45681700110435486},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37226560711860657},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.34563523530960083},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.28677141666412354},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.25442248582839966},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24257168173789978},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1293470561504364},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07763418555259705},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C65165184","wikidata":"https://www.wikidata.org/wiki/Q218831","display_name":"Photocatalysis","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2016.2539301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2016.2539301","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W305514040","https://openalex.org/W1605313265","https://openalex.org/W1970378556","https://openalex.org/W1975727962","https://openalex.org/W2019038438","https://openalex.org/W2021597230","https://openalex.org/W2023312901","https://openalex.org/W2059994293","https://openalex.org/W2070467687","https://openalex.org/W2071345536","https://openalex.org/W2102270813","https://openalex.org/W2106090966","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2104687338","https://openalex.org/W209876844","https://openalex.org/W2371800141","https://openalex.org/W3095824171","https://openalex.org/W2381492307","https://openalex.org/W2607661942","https://openalex.org/W577391634","https://openalex.org/W2127527588","https://openalex.org/W2091113069","https://openalex.org/W2002983552"],"abstract_inverted_index":{"Mapping":[0],"road":[1,65],"conditions":[2],"is":[3,16,28,32,141],"an":[4,75,106],"important":[5],"issue":[6],"for":[7,96],"city":[8],"and":[9,38,62,101,112,121,133],"state":[10],"authorities":[11],"worldwide.":[12],"Today,":[13],"pavement":[14],"safety":[15],"assessed":[17],"by":[18],"specific":[19],"assemblies":[20],"based":[21],"on":[22],"a":[23,29,69,99],"mechanical":[24],"wheel":[25],"device,":[26],"which":[27],"method":[30,95],"that":[31],"limited":[33],"in":[34],"its":[35],"potential":[36,137],"product":[37],"operation.":[39],"In":[40],"this":[41,139],"letter,":[42],"we":[43],"examined":[44],"the":[45,60,84,94],"possibility":[46],"of":[47,64,108,115,138],"harnessing":[48],"remote":[49],"reflectance":[50],"spectroscopy":[51],"to":[52,73,82],"predict":[53],"asphalt's":[54],"dynamic":[55],"friction":[56,85,123],"coefficient,":[57],"thereby":[58],"enabling":[59],"identification":[61],"mapping":[63],"conditions.":[66],"We":[67],"used":[68],"near-infrared":[70],"analysis":[71],"technique":[72],"evaluate":[74],"artificial":[76],"neural":[77],"network":[78],"prediction":[79],"model":[80,100,126],"designed":[81],"assess":[83],"coefficient":[86],"solely":[87],"from":[88],"spectral":[89],"readings.":[90],"This":[91,125],"letter":[92],"describes":[93],"extracting":[97],"such":[98],"presents":[102],"promising":[103],"results":[104],"with":[105],"accuracy":[107],"R":[109],"=":[110],"0.845":[111],"high":[113],"significance":[114],"P":[116],"<;":[117],"0.0001":[118],"between":[119],"actual":[120],"predicted":[122],"values.":[124],"was":[127],"acquired":[128],"using":[129],"nine":[130],"principal":[131],"components":[132],"three":[134],"neurons.":[135],"The":[136],"technology":[140],"also":[142],"discussed.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}