{"id":"https://openalex.org/W2802080098","doi":"https://doi.org/10.24200/sci.2018.50483.1716","title":"A regression-based approach to predict crest settlement of embankment dams under earthquake shaking","display_name":"A regression-based approach to predict crest settlement of embankment dams under earthquake shaking","publication_year":2018,"publication_date":"2018-05-06","ids":{"openalex":"https://openalex.org/W2802080098","doi":"https://doi.org/10.24200/sci.2018.50483.1716","mag":"2802080098"},"language":"en","primary_location":{"id":"doi:10.24200/sci.2018.50483.1716","doi":"https://doi.org/10.24200/sci.2018.50483.1716","is_oa":true,"landing_page_url":"https://doi.org/10.24200/sci.2018.50483.1716","pdf_url":"http://scientiairanica.sharif.edu/article_20440_5aef336d377fcc4d110ed1c115ce44c2.pdf","source":{"id":"https://openalex.org/S2498435459","display_name":"Scientia Iranica","issn_l":"1026-3098","issn":["1026-3098","2345-3605"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319005","host_organization_name":"Sharif University of Technology","host_organization_lineage":["https://openalex.org/P4310319005"],"host_organization_lineage_names":["Sharif University of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientia Iranica","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2802080098"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://scientiairanica.sharif.edu/article_20440_5aef336d377fcc4d110ed1c115ce44c2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017039482","display_name":"Hamed Javdanian","orcid":"https://orcid.org/0000-0001-9921-3185","observed_orcids":["https://orcid.org/0000-0001-9921-3185"]},"institutions":[{"id":"https://openalex.org/I127908078","display_name":"Shahrekord University","ror":"https://ror.org/051rngw70","country_code":"IR","type":"education","lineage":["https://openalex.org/I127908078"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamed Javdanian","raw_affiliation_strings":["Department of Civil Engineering, Shahrekord University, Shahrekord, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Shahrekord University, Shahrekord, Iran","institution_ids":["https://openalex.org/I127908078"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012959909","display_name":"Hamed Reza Zarif Sanayei","orcid":"https://orcid.org/0000-0001-8648-9211","observed_orcids":["https://orcid.org/0000-0001-8648-9211"]},"institutions":[{"id":"https://openalex.org/I127908078","display_name":"Shahrekord University","ror":"https://ror.org/051rngw70","country_code":"IR","type":"education","lineage":["https://openalex.org/I127908078"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamed Reza Zarif Sanayei","raw_affiliation_strings":["Department of Civil Engineering, Shahrekord University, Shahrekord, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Shahrekord University, Shahrekord, Iran","institution_ids":["https://openalex.org/I127908078"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032847171","display_name":"Leila Shakarami","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I127908078","display_name":"Shahrekord University","ror":"https://ror.org/051rngw70","country_code":"IR","type":"education","lineage":["https://openalex.org/I127908078"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Leila Shakarami","raw_affiliation_strings":["Department of Civil Engineering, Shahrekord University, Shahrekord, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Shahrekord University, Shahrekord, Iran","institution_ids":["https://openalex.org/I127908078"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I127908078"],"apc_list":null,"apc_paid":null,"fwci":1.2659,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78024736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"0","issue":"0","first_page":"0","last_page":"0"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9976000189781189,"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/T12293","display_name":"Dam Engineering and Safety","score":0.9976000189781189,"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/T10160","display_name":"Seismic Performance and Analysis","score":0.0012000000569969416,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.000699999975040555,"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/earth-dams","display_name":"earth dams","score":0.9760000109672546},{"id":"https://openalex.org/keywords/crest-settlement","display_name":"crest settlement","score":0.8510000109672546},{"id":"https://openalex.org/keywords/seismic-settlement","display_name":"seismic settlement","score":0.8159999847412109},{"id":"https://openalex.org/keywords/earthquake-deformation","display_name":"earthquake deformation","score":0.8019999861717224},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.8209999799728394},{"id":"https://openalex.org/keywords/multiple-linear-regression","display_name":"multiple linear regression","score":0.9990000128746033},{"id":"https://openalex.org/keywords/natural-period","display_name":"natural period","score":0.6460000276565552},{"id":"https://openalex.org/keywords/predominant-period","display_name":"predominant period","score":0.859000027179718},{"id":"https://openalex.org/keywords/earthquake-magnitude","display_name":"earthquake magnitude","score":0.7770000100135803},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.8289999961853027}],"concepts":[{"id":"https://openalex.org/C115038398","wikidata":"https://www.wikidata.org/wiki/Q105190","display_name":"Levee","level":2,"score":0.8268702030181885},{"id":"https://openalex.org/C48880136","wikidata":"https://www.wikidata.org/wiki/Q864673","display_name":"Crest","level":2,"score":0.7780798673629761},{"id":"https://openalex.org/C2777063073","wikidata":"https://www.wikidata.org/wiki/Q1553237","display_name":"Settlement (finance)","level":3,"score":0.7440629005432129},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6793380379676819},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.5812469124794006},{"id":"https://openalex.org/C60486960","wikidata":"https://www.wikidata.org/wiki/Q1040321","display_name":"Peak ground acceleration","level":3,"score":0.501270055770874},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4561878442764282},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.4133134186267853},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07759624719619751},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06770646572113037},{"id":"https://openalex.org/C2988284105","wikidata":"https://www.wikidata.org/wiki/Q11424730","display_name":"Ground motion","level":2,"score":0.06529867649078369},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24200/sci.2018.50483.1716","doi":"https://doi.org/10.24200/sci.2018.50483.1716","is_oa":true,"landing_page_url":"https://doi.org/10.24200/sci.2018.50483.1716","pdf_url":"http://scientiairanica.sharif.edu/article_20440_5aef336d377fcc4d110ed1c115ce44c2.pdf","source":{"id":"https://openalex.org/S2498435459","display_name":"Scientia Iranica","issn_l":"1026-3098","issn":["1026-3098","2345-3605"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319005","host_organization_name":"Sharif University of Technology","host_organization_lineage":["https://openalex.org/P4310319005"],"host_organization_lineage_names":["Sharif University of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientia Iranica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.24200/sci.2018.50483.1716","doi":"https://doi.org/10.24200/sci.2018.50483.1716","is_oa":true,"landing_page_url":"https://doi.org/10.24200/sci.2018.50483.1716","pdf_url":"http://scientiairanica.sharif.edu/article_20440_5aef336d377fcc4d110ed1c115ce44c2.pdf","source":{"id":"https://openalex.org/S2498435459","display_name":"Scientia Iranica","issn_l":"1026-3098","issn":["1026-3098","2345-3605"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319005","host_organization_name":"Sharif University of Technology","host_organization_lineage":["https://openalex.org/P4310319005"],"host_organization_lineage_names":["Sharif University of Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientia Iranica","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2802080098.pdf","grobid_xml":"https://content.openalex.org/works/W2802080098.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W116850845","https://openalex.org/W1964357740","https://openalex.org/W1970593617","https://openalex.org/W1970958784","https://openalex.org/W1979345190","https://openalex.org/W2031950708","https://openalex.org/W2079803814","https://openalex.org/W2089378659","https://openalex.org/W2108702169","https://openalex.org/W2111510229","https://openalex.org/W2120150512","https://openalex.org/W2125494215","https://openalex.org/W2130098273","https://openalex.org/W2130889931","https://openalex.org/W2149298154","https://openalex.org/W2158994553","https://openalex.org/W2255544787","https://openalex.org/W2264711052","https://openalex.org/W2588743846","https://openalex.org/W2740105045","https://openalex.org/W2748166703","https://openalex.org/W2761929145","https://openalex.org/W2770259297","https://openalex.org/W2792935817","https://openalex.org/W2796430675","https://openalex.org/W4230674625","https://openalex.org/W6600125713","https://openalex.org/W6600168311","https://openalex.org/W6600210589","https://openalex.org/W6600360367","https://openalex.org/W6604755994","https://openalex.org/W6606836531","https://openalex.org/W6630012843","https://openalex.org/W6638586669","https://openalex.org/W6821741751","https://openalex.org/W6826908341","https://openalex.org/W6830897634"],"related_works":["https://openalex.org/W3168593850","https://openalex.org/W2130889931","https://openalex.org/W4213093081","https://openalex.org/W2761929145","https://openalex.org/W4315646255","https://openalex.org/W2980678520","https://openalex.org/W4395073733","https://openalex.org/W4417466965","https://openalex.org/W2387097055","https://openalex.org/W4401185217"],"abstract_inverted_index":{"Settlement":[0],"and":[1,66,85,172],"deformation":[2],"of":[3,23,27,31,41,58,70,78,83,100,125,139,149,161,166,181,185],"the":[4,9,24,39,91,96,137,140,147,150,156,182,191],"embankment":[5,28,42,59,101,126,167,186],"dams":[6,29,43,60,187],"are":[7],"among":[8],"major":[10],"damages":[11],"caused":[12,61],"by":[13,62],"earthquakes,":[14],"eventually":[15],"leading":[16],"to":[17,37,45,119,135],"dam":[18,79],"instability.":[19],"Therefore,":[20],"accurate":[21],"assessment":[22],"seismic":[25,97],"settlement":[26,40,57,99,124,165,184],"is":[30],"particular":[32],"concern.":[33],"This":[34],"study":[35],"aims":[36],"evaluate":[38],"subjected":[44],"earthquake":[46,74,86,121,162,189],"loads":[47],"using":[48],"regression-based":[49],"methods.":[50],"A":[51],"wide-ranging":[52],"real":[53],"data":[54],"on":[55],"crest":[56,98,123,164,183],"earthquakes":[63],"was":[64,131,153],"collected":[65],"analyzed.":[67],"Yield":[68],"acceleration":[69],"dam,":[71],"maximum":[72],"horizontal":[73],"acceleration,":[75],"fundamental":[76],"period":[77,82],"body,":[80],"predominant":[81],"earthquake,":[84],"magnitude":[87],"were":[88,117],"considered":[89],"as":[90,108,110],"most":[92],"influential":[93],"parameters":[94],"affecting":[95],"dams.":[102,127,168],"Using":[103],"support":[104],"vector":[105],"regression":[106,113],"method":[107],"well":[109],"multiple":[111],"linear":[112],"method,":[114],"two":[115],"models":[116,142,152,174],"developed":[118],"estimate":[120],"induced":[122,163],"Subsequently,":[128],"sensitivity":[129],"analysis":[130],"conducted":[132],"in":[133,179],"order":[134],"assess":[136],"behavior":[138],"proposed":[141,151],"under":[143,188],"different":[144],"conditions.":[145],"Finally,":[146],"accuracy":[148,178],"compared":[154],"with":[155],"existing":[157],"relationship":[158],"for":[159],"estimation":[160,180],"Although":[169],"both":[170],"MLR-":[171],"SVR-based":[173,192],"have":[175],"an":[176],"acceptable":[177],"loading,":[190],"model":[193],"has":[194],"a":[195],"higher":[196],"accuracy.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-05-17T00:00:00"}
