{"id":"https://openalex.org/W1975459468","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000290","title":"Civil Engineering Grand Challenges: Opportunities for Data Sensing, Information Analysis, and Knowledge Discovery","display_name":"Civil Engineering Grand Challenges: Opportunities for Data Sensing, Information Analysis, and Knowledge Discovery","publication_year":2013,"publication_date":"2013-01-10","ids":{"openalex":"https://openalex.org/W1975459468","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000290","mag":"1975459468"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000290","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000290","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","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/A5065298939","display_name":"Bur\u00e7in Becerik-Gerber","orcid":"https://orcid.org/0000-0001-8648-0989"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Burcin Becerik-Gerber","raw_affiliation_strings":["Assistant Professor, Univ. of Southern California, 3620 S. Vermont Ave., KAP 224C, Los Angeles, CA 90089 (corresponding author)"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Univ. of Southern California, 3620 S. Vermont Ave., KAP 224C, Los Angeles, CA 90089 (corresponding author)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063309136","display_name":"Mohsin Siddiqui","orcid":"https://orcid.org/0000-0002-8964-0615"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohsin K. Siddiqui","raw_affiliation_strings":["Assistant Professor, Construction Engineering and Management, King Fahd Univ. of Petroleum and Minerals, Dhahran 31261, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Construction Engineering and Management, King Fahd Univ. of Petroleum and Minerals, Dhahran 31261, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009407093","display_name":"Ioannis Brilakis","orcid":"https://orcid.org/0000-0003-1829-2083"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210096386","display_name":"Bridge University","ror":"https://ror.org/00cbm0437","country_code":"SS","type":"education","lineage":["https://openalex.org/I4210096386"]}],"countries":["GB","SS"],"is_corresponding":false,"raw_author_name":"Ioannis Brilakis","raw_affiliation_strings":["Lecturer, Dept. of Engineering, Univ. of Cambridge, BC2-07, Trumpington St., Cambridge CB2 1PZ, U.K"],"affiliations":[{"raw_affiliation_string":"Lecturer, Dept. of Engineering, Univ. of Cambridge, BC2-07, Trumpington St., Cambridge CB2 1PZ, U.K","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210096386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067914568","display_name":"Omar El\u2010Anwar","orcid":"https://orcid.org/0000-0003-0225-1391"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar El-Anwar","raw_affiliation_strings":["Assistant Professor, Univ. of Washington, 130i Architecture Hall, Seattle, WA 98195-1610"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Univ. of Washington, 130i Architecture Hall, Seattle, WA 98195-1610","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041397764","display_name":"Nora El-Gohary","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nora El-Gohary","raw_affiliation_strings":["Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Newmark Civil Engineering Laboratory, 205 North Mathews Ave., Urbana, IL 61801"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Newmark Civil Engineering Laboratory, 205 North Mathews Ave., Urbana, IL 61801","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015748980","display_name":"Tarek Mahfouz","orcid":"https://orcid.org/0000-0002-6407-9120"},"institutions":[{"id":"https://openalex.org/I198089087","display_name":"Ball State University","ror":"https://ror.org/00k6tx165","country_code":"US","type":"education","lineage":["https://openalex.org/I198089087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek Mahfouz","raw_affiliation_strings":["Assistant Professor, Construction Management, Dept. of Technology, Ball State Univ., 2000 W. University Ave., Muncie, IN 47306"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Construction Management, Dept. of Technology, Ball State Univ., 2000 W. University Ave., Muncie, IN 47306","institution_ids":["https://openalex.org/I198089087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016543882","display_name":"Gauri M. Jog","orcid":null},"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":"Gauri M. Jog","raw_affiliation_strings":["Graduate Student, Georgia Institute of Technology, 790 Atlantic Dr. NW, Atlanta, GA 30332-0355"],"affiliations":[{"raw_affiliation_string":"Graduate Student, Georgia Institute of Technology, 790 Atlantic Dr. NW, Atlanta, GA 30332-0355","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424127","display_name":"Shuai Li","orcid":"https://orcid.org/0000-0003-3016-4594"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuai Li","raw_affiliation_strings":["Graduate Student, Univ. of Southern California, 3620 S. Vermont Ave., KAP 217, Los Angeles, CA 90089"],"affiliations":[{"raw_affiliation_string":"Graduate Student, Univ. of Southern California, 3620 S. Vermont Ave., KAP 217, Los Angeles, CA 90089","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108572101","display_name":"Amr Kandil","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amr A. Kandil","raw_affiliation_strings":["Assistant Professor, Purdue Univ., 550 Stadium Mall Dr., West Lafayette, IN 47906"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Purdue Univ., 550 Stadium Mall Dr., West Lafayette, IN 47906","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5065298939"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7175,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.95045019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"28","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13689","display_name":"Underground infrastructure and sustainability","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T13689","display_name":"Underground infrastructure and sustainability","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9129999876022339,"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/T14222","display_name":"Knowledge Management and Technology","score":0.9075000286102295,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5490394830703735},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.500683069229126},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.46223005652427673},{"id":"https://openalex.org/keywords/environmental-engineering-science","display_name":"Environmental engineering science","score":0.4410877525806427},{"id":"https://openalex.org/keywords/construction-engineering","display_name":"Construction engineering","score":0.3574785888195038}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5490394830703735},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.500683069229126},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.46223005652427673},{"id":"https://openalex.org/C176503865","wikidata":"https://www.wikidata.org/wiki/Q5381220","display_name":"Environmental engineering science","level":3,"score":0.4410877525806427},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.3574785888195038},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C2776797426","wikidata":"https://www.wikidata.org/wiki/Q15755805","display_name":"Biogeosciences","level":2,"score":0.0},{"id":"https://openalex.org/C1965285","wikidata":"https://www.wikidata.org/wiki/Q8008","display_name":"Earth science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000290","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000290","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},{"id":"pmh:oai:generic.eprints.org:458043","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/458043/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2854561769","display_name":null,"funder_award_id":"EP/I019308/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6514736062","display_name":null,"funder_award_id":"EP/L010917/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6732657250","display_name":null,"funder_award_id":"EP/K000314/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W951950","https://openalex.org/W75939555","https://openalex.org/W76971443","https://openalex.org/W132317368","https://openalex.org/W202723757","https://openalex.org/W327507604","https://openalex.org/W563677232","https://openalex.org/W748790193","https://openalex.org/W1190141142","https://openalex.org/W1433803983","https://openalex.org/W1496938311","https://openalex.org/W1506342128","https://openalex.org/W1509812492","https://openalex.org/W1512305403","https://openalex.org/W1520009511","https://openalex.org/W1529783756","https://openalex.org/W1540930354","https://openalex.org/W1565844176","https://openalex.org/W1567839838","https://openalex.org/W1907669035","https://openalex.org/W1930889827","https://openalex.org/W1973548622","https://openalex.org/W1982293686","https://openalex.org/W1997839992","https://openalex.org/W2000483853","https://openalex.org/W2000535949","https://openalex.org/W2007045743","https://openalex.org/W2011506571","https://openalex.org/W2013940553","https://openalex.org/W2020713238","https://openalex.org/W2021555889","https://openalex.org/W2030924125","https://openalex.org/W2031376617","https://openalex.org/W2037766564","https://openalex.org/W2038351523","https://openalex.org/W2039214559","https://openalex.org/W2043908893","https://openalex.org/W2050154560","https://openalex.org/W2053339959","https://openalex.org/W2056787429","https://openalex.org/W2081429315","https://openalex.org/W2097651260","https://openalex.org/W2116950002","https://openalex.org/W2122944295","https://openalex.org/W2124725007","https://openalex.org/W2158410604","https://openalex.org/W2163438963","https://openalex.org/W2173533921","https://openalex.org/W2239200598","https://openalex.org/W2273246575","https://openalex.org/W2404523348","https://openalex.org/W2475458100","https://openalex.org/W2581015423","https://openalex.org/W2742284474","https://openalex.org/W2921376847","https://openalex.org/W2999259277","https://openalex.org/W3033373349","https://openalex.org/W3114858461","https://openalex.org/W3149847357","https://openalex.org/W4205541805","https://openalex.org/W4244655133","https://openalex.org/W4247450843","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2388159853","https://openalex.org/W2368651168","https://openalex.org/W2381315779","https://openalex.org/W577849478","https://openalex.org/W2364474101","https://openalex.org/W2467717149","https://openalex.org/W296968015","https://openalex.org/W2349263281","https://openalex.org/W2384825537","https://openalex.org/W3216312965"],"abstract_inverted_index":{"This":[0],"paper":[1,85,135],"presents":[2],"an":[3,146],"exploratory":[4],"analysis":[5,20,152],"to":[6,33,42,114,137,154],"identify":[7],"civil":[8,39,50,140],"engineering":[9,40,51,141],"challenges":[10,44,58,71,81],"that":[11,45],"can":[12,46],"be":[13,47],"addressed":[14,48],"with":[15],"further":[16],"data":[17,149],"sensing":[18,150],"and":[19,61,66,98,105,117,124,129,151],"(DSA)":[21],"research.":[22,53],"An":[23],"initial":[24],"literature":[25],"review":[26,76],"was":[27],"followed":[28],"by":[29,49],"a":[30,75],"web-based":[31],"survey":[32],"solicit":[34],"expert":[35],"opinions":[36],"in":[37,83,144],"each":[38],"subdiscipline":[41],"select":[43],"DSA":[52],"A":[54],"total":[55],"of":[56,63,69,77,93],"10":[57],"were":[59],"identified":[60],"evidence":[62],"economic,":[64],"environmental,":[65],"societal":[67],"impacts":[68],"these":[70,156],"is":[72],"presented":[73,82],"through":[74],"the":[78,139],"literature.":[79],"The":[80,134],"this":[84],"are":[86],"high":[87],"building":[88],"energy":[89],"consumption,":[90],"crude":[91],"estimation":[92],"sea":[94],"level,":[95],"increased":[96],"soil":[97],"coastal":[99],"erosion,":[100],"inadequate":[101],"water":[102],"quality,":[103],"untapped":[104],"depleting":[106],"groundwater,":[107],"increasing":[108],"traffic":[109],"congestion,":[110],"poor":[111,116],"infrastructure":[112],"resilience":[113],"disasters,":[115],"degrading":[118],"infrastructure,":[119],"need":[120],"for":[121,148],"better":[122],"mining":[123],"coal":[125],"ash":[126],"waste":[127],"disposal,":[128],"low":[130],"construction":[131],"site":[132],"safety.":[133],"aims":[136],"assist":[138],"research":[142,153],"community":[143],"setting":[145],"agenda":[147],"address":[155],"challenges.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}