{"id":"https://openalex.org/W4220667237","doi":"https://doi.org/10.3390/s22062085","title":"A Machine Learning Study on Internal Force Characteristics of the Anti-Slide Pile Based on the DOFS-BOTDA Monitoring Technology","display_name":"A Machine Learning Study on Internal Force Characteristics of the Anti-Slide Pile Based on the DOFS-BOTDA Monitoring Technology","publication_year":2022,"publication_date":"2022-03-08","ids":{"openalex":"https://openalex.org/W4220667237","doi":"https://doi.org/10.3390/s22062085","pmid":"https://pubmed.ncbi.nlm.nih.gov/35336254"},"language":"en","primary_location":{"id":"doi:10.3390/s22062085","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062085","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2085/pdf?version=1646795228","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/6/2085/pdf?version=1646795228","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027357590","display_name":"Chaoqun Wei","orcid":"https://orcid.org/0009-0000-7717-0399"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Wei","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073707120","display_name":"Qinglu Deng","orcid":"https://orcid.org/0009-0005-9237-5858"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qinglu Deng","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026015013","display_name":"Yueming Yin","orcid":"https://orcid.org/0000-0002-9060-3248"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueming Yin","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102647577","display_name":"Mengyao Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyao Yan","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023725539","display_name":"Meng Lu","orcid":"https://orcid.org/0000-0003-4502-7517"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Lu","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013815209","display_name":"Kangqing Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangqing Deng","raw_affiliation_strings":["Faculty of Engineering, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073707120"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.4463,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.54104015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"6","first_page":"2085","last_page":"2085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9783999919891357,"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/T10842","display_name":"Railway Engineering and Dynamics","score":0.9672999978065491,"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/landslide","display_name":"Landslide","score":0.7850129008293152},{"id":"https://openalex.org/keywords/thrust","display_name":"Thrust","score":0.7780975103378296},{"id":"https://openalex.org/keywords/pile","display_name":"Pile","score":0.697210431098938},{"id":"https://openalex.org/keywords/bending-moment","display_name":"Bending moment","score":0.6724224090576172},{"id":"https://openalex.org/keywords/rebar","display_name":"Rebar","score":0.5613569021224976},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5592686533927917},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.5464044213294983},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.4580179750919342},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.4459977149963379},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4297626316547394},{"id":"https://openalex.org/keywords/bending","display_name":"Bending","score":0.4261625409126282},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4175398051738739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.301774263381958},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.19782480597496033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12044796347618103}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7850129008293152},{"id":"https://openalex.org/C79420006","wikidata":"https://www.wikidata.org/wiki/Q533668","display_name":"Thrust","level":2,"score":0.7780975103378296},{"id":"https://openalex.org/C119560385","wikidata":"https://www.wikidata.org/wiki/Q7193850","display_name":"Pile","level":2,"score":0.697210431098938},{"id":"https://openalex.org/C70673446","wikidata":"https://www.wikidata.org/wiki/Q857244","display_name":"Bending moment","level":2,"score":0.6724224090576172},{"id":"https://openalex.org/C2778664469","wikidata":"https://www.wikidata.org/wiki/Q150425","display_name":"Rebar","level":2,"score":0.5613569021224976},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5592686533927917},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.5464044213294983},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4580179750919342},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.4459977149963379},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4297626316547394},{"id":"https://openalex.org/C87210426","wikidata":"https://www.wikidata.org/wiki/Q1072476","display_name":"Bending","level":2,"score":0.4261625409126282},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4175398051738739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.301774263381958},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.19782480597496033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12044796347618103},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical 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":5,"locations":[{"id":"doi:10.3390/s22062085","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062085","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2085/pdf?version=1646795228","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:35336254","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35336254","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:43c19038a76c411db78c7849b4bb3d51","is_oa":true,"landing_page_url":"https://doaj.org/article/43c19038a76c411db78c7849b4bb3d51","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 6, p 2085 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/6/2085/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22062085","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":"Sensors; Volume 22; Issue 6; Pages: 2085","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8951580","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8951580","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22062085","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22062085","pdf_url":"https://www.mdpi.com/1424-8220/22/6/2085/pdf?version=1646795228","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1020363795","display_name":null,"funder_award_id":"42077269","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220667237.pdf","grobid_xml":"https://content.openalex.org/works/W4220667237.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1876278076","https://openalex.org/W1979812049","https://openalex.org/W1982612461","https://openalex.org/W2007989834","https://openalex.org/W2014005302","https://openalex.org/W2034693011","https://openalex.org/W2046361090","https://openalex.org/W2050605681","https://openalex.org/W2058496520","https://openalex.org/W2068635311","https://openalex.org/W2069932798","https://openalex.org/W2125524464","https://openalex.org/W2128262466","https://openalex.org/W2265838303","https://openalex.org/W2284304237","https://openalex.org/W2360425769","https://openalex.org/W2384064344","https://openalex.org/W2407746226","https://openalex.org/W2468386749","https://openalex.org/W2617509811","https://openalex.org/W2733479754","https://openalex.org/W2775381088","https://openalex.org/W2799444970","https://openalex.org/W2799464562","https://openalex.org/W2889677730","https://openalex.org/W2891216965","https://openalex.org/W2896063374","https://openalex.org/W3018250545","https://openalex.org/W3022562941","https://openalex.org/W3024392384","https://openalex.org/W3039260270","https://openalex.org/W3041776689","https://openalex.org/W3134416880","https://openalex.org/W4211231077","https://openalex.org/W6667486870"],"related_works":["https://openalex.org/W2007566151","https://openalex.org/W2361446527","https://openalex.org/W3152379158","https://openalex.org/W2388503585","https://openalex.org/W3100037339","https://openalex.org/W2079089822","https://openalex.org/W2354804155","https://openalex.org/W2378287703","https://openalex.org/W2359719807","https://openalex.org/W2332704634"],"abstract_inverted_index":{"Long-term":[0],"monitoring":[1,86,183],"of":[2,21,30,39,47,88,108,130,143,158,196,202],"constructed":[3],"anti-slide":[4,14,41,121,197],"piles":[5,15,198],"can":[6,104,135,151,171,213,223],"help":[7],"in":[8],"understanding":[9],"the":[10,19,26,69,74,82,89,93,106,109,120,127,140,144,166,173,180,205],"processes":[11],"by":[12,52,165],"which":[13],"are":[16],"subjected":[17,43],"to":[18,44,139],"thrust":[20,49],"landslides.":[22,203],"This":[23],"paper":[24],"examined":[25],"landslide":[27,48,131,159],"control":[28],"project":[29],"Badong":[31],"No.":[32],"3":[33],"High":[34],"School.":[35],"The":[36,59,79,85,115,162],"internal":[37],"force":[38],"an":[40],"pile":[42,122],"long-term":[45,128,193],"action":[46,129],"was":[50,63],"studied":[51],"Distributed":[53],"Optical":[54],"Fiber":[55],"Sensing":[56],"(DOFS)":[57],"technology.":[58],"BP":[60,167,206],"neural":[61,168,207],"network":[62,169,208],"used":[64],"for":[65,192,209,216],"model":[66,163],"training":[67,170,210],"on":[68],"monitored":[70],"strain":[71],"values":[72],"and":[73,103,199,226,233],"calculated":[75],"bending":[76,116,145,174],"moment":[77,146,175],"values.":[78,147,176],"results":[80,87],"show":[81],"following:":[83],"(1)":[84],"sensor":[90],"fibers":[91,182],"reflect":[92],"actual":[94],"situation":[95],"more":[96,112],"accurately":[97],"than":[98],"steel":[99],"rebar":[100],"meters":[101],"do":[102],"locate":[105],"position":[107],"sliding":[110],"zone":[111],"accurately.":[113],"(2)":[114],"moments":[117],"distributed":[118],"along":[119],"have":[123],"staged":[124],"characteristics":[125],"under":[126],"thrust.":[132,160],"Three":[133],"stages":[134,150],"be":[136,152,224,230],"summarized":[137],"according":[138],"development":[141],"trend":[142],"These":[148],"three":[149],"divided":[153],"into":[154],"two":[155],"change":[156],"periods":[157],"(3)":[161],"produced":[164],"predict":[172],"In":[177],"this":[178],"paper,":[179],"sensing":[181],"over":[184],"a":[185,190],"long":[186],"time":[187],"interval":[188],"provides":[189],"basis":[191],"performance":[194],"analysis":[195],"stability":[200],"evaluation":[201],"Using":[204],"relevant":[211],"data":[212],"provide":[214],"directions":[215],"future":[217],"engineering":[218],"monitoring.":[219],"More":[220],"novel":[221],"methods":[222],"devised":[225],"utilized":[227],"that":[228],"will":[229],"both":[231],"accurate":[232],"convenient.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
