{"id":"https://openalex.org/W4311720774","doi":"https://doi.org/10.3390/rs14236178","title":"Improved Dempster\u2013Shafer Evidence Theory for Tunnel Water Inrush Risk Analysis Based on Fuzzy Identification Factors of Multi-Source Geophysical Data","display_name":"Improved Dempster\u2013Shafer Evidence Theory for Tunnel Water Inrush Risk Analysis Based on Fuzzy Identification Factors of Multi-Source Geophysical Data","publication_year":2022,"publication_date":"2022-12-06","ids":{"openalex":"https://openalex.org/W4311720774","doi":"https://doi.org/10.3390/rs14236178"},"language":"en","primary_location":{"id":"doi:10.3390/rs14236178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236178","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6178/pdf?version=1670409394","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/2072-4292/14/23/6178/pdf?version=1670409394","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089576225","display_name":"Yulin Ding","orcid":"https://orcid.org/0000-0002-0539-1405"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Ding","raw_affiliation_strings":["Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054248738","display_name":"Binru Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Binru Yang","raw_affiliation_strings":["Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100526627","display_name":"Guangchun Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137963","display_name":"China Railway Design Corporation (China)","ror":"https://ror.org/03x1j8d96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210137963"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangchun Xu","raw_affiliation_strings":["Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China","Innovation Center of Geological Survey Institute, China Railway Design Corporation, Tianjin 610081, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"Innovation Center of Geological Survey Institute, China Railway Design Corporation, Tianjin 610081, China","institution_ids":["https://openalex.org/I4210137963"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028693939","display_name":"Xiao-Yong Wang","orcid":"https://orcid.org/0000-0002-1010-7106"},"institutions":[{"id":"https://openalex.org/I4387154871","display_name":"China Railway 18th Bureau Group Corporation","ror":"https://ror.org/00mv2dn46","country_code":null,"type":"company","lineage":["https://openalex.org/I4387154871"]},{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Wang","raw_affiliation_strings":["China Railway 14TH Bureau Group Corporation Limited, Jinan 250014, China"],"affiliations":[{"raw_affiliation_string":"China Railway 14TH Bureau Group Corporation Limited, Jinan 250014, China","institution_ids":["https://openalex.org/I4210135994","https://openalex.org/I4387154871"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054248738"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.1217,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74875154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"23","first_page":"6178","last_page":"6178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9991999864578247,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9991999864578247,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9991000294685364,"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/T10161","display_name":"Rock Mechanics and Modeling","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/inrush-current","display_name":"Inrush current","score":0.7418192028999329},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5901358127593994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5564207434654236},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5417575836181641},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44342294335365295},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4410085082054138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2596072554588318},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14878451824188232},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12662440538406372}],"concepts":[{"id":"https://openalex.org/C23340480","wikidata":"https://www.wikidata.org/wiki/Q358932","display_name":"Inrush current","level":4,"score":0.7418192028999329},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5901358127593994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5564207434654236},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5417575836181641},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44342294335365295},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4410085082054138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2596072554588318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14878451824188232},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12662440538406372},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14236178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236178","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6178/pdf?version=1670409394","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:28b13577e7a6423c95c2a835dc2076ef","is_oa":true,"landing_page_url":"https://doaj.org/article/28b13577e7a6423c95c2a835dc2076ef","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 14, Iss 23, p 6178 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/23/6178/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14236178","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 14; Issue 23; Pages: 6178","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14236178","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236178","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6178/pdf?version=1670409394","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":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311720774.pdf","grobid_xml":"https://content.openalex.org/works/W4311720774.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1494890444","https://openalex.org/W1571887529","https://openalex.org/W1600834507","https://openalex.org/W2000038444","https://openalex.org/W2006843804","https://openalex.org/W2098567108","https://openalex.org/W2149137271","https://openalex.org/W2156859903","https://openalex.org/W2188373328","https://openalex.org/W2246886113","https://openalex.org/W2354508112","https://openalex.org/W2369538919","https://openalex.org/W2369572352","https://openalex.org/W2401880488","https://openalex.org/W2553384450","https://openalex.org/W2559223885","https://openalex.org/W2570051901","https://openalex.org/W2623156393","https://openalex.org/W2726755551","https://openalex.org/W2729989497","https://openalex.org/W2766741806","https://openalex.org/W2784220409","https://openalex.org/W2791732466","https://openalex.org/W2895696313","https://openalex.org/W2906615456","https://openalex.org/W2967018950","https://openalex.org/W3010857345","https://openalex.org/W3047121318","https://openalex.org/W3120908380","https://openalex.org/W3130847777","https://openalex.org/W3153794445","https://openalex.org/W3203431492","https://openalex.org/W4205826188","https://openalex.org/W4207012508","https://openalex.org/W4211007335","https://openalex.org/W4212996534","https://openalex.org/W4220825893","https://openalex.org/W4225155261","https://openalex.org/W6757537276"],"related_works":["https://openalex.org/W2066475836","https://openalex.org/W2164272108","https://openalex.org/W3193421521","https://openalex.org/W3015498293","https://openalex.org/W1499431595","https://openalex.org/W3009560013","https://openalex.org/W2107907479","https://openalex.org/W2361461552","https://openalex.org/W2061710855","https://openalex.org/W2374433114"],"abstract_inverted_index":{"Water":[0],"inrush":[1,99],"is":[2,120],"one":[3],"of":[4,14,82,116,142,161,192,198,254],"the":[5,34,90,113,117,124,128,134,162,168,190,193,217,251,255],"most":[6],"important":[7],"risk":[8,66,100],"factors":[9],"in":[10,23,126,133,188,202],"tunnel":[11,60,97,184,247],"construction":[12,25],"because":[13],"its":[15],"abruptness":[16],"and":[17,43,48,84,154,174,177,225],"timeliness.":[18],"Various":[19],"geophysical":[20,106],"data":[21,39],"used":[22,121,206],"actual":[24],"contain":[26,73],"useful":[27],"information":[28],"related":[29],"to":[30,54,122],"groundwater":[31,194],"development.":[32],"However,":[33],"existing":[35,59],"approaches":[36],"with":[37,108,181,231],"such":[38],"from":[40,195,243],"multiple":[41],"sources":[42],"sensors":[44],"are":[45,165],"generally":[46,72,236],"independent":[47],"cannot":[49],"integrate":[50],"this":[51,93,203],"information,":[52],"leading":[53],"inaccurate":[55],"projections.":[56],"In":[57],"addition,":[58],"advanced":[61],"geological":[62,199],"forecast":[63],"reports":[64,201],"for":[65,210],"projections":[67],"interpreted":[68],"by":[69,103],"human":[70],"operators":[71],"no":[74],"quantitative":[75,159],"observations":[76,107],"or":[77],"measurements,":[78],"but":[79,227],"only":[80,221],"consist":[81],"ambiguous":[83],"uncertain":[85],"qualitative":[86],"descriptions.":[87],"To":[88],"surmount":[89],"problems":[91],"above,":[92],"paper":[94],"proposes":[95],"a":[96,182,196],"water":[98],"analysis":[101],"method":[102,219],"fusing":[104],"multi-source":[105],"fuzzy":[109,118],"identification":[110],"factors.":[111],"Specifically,":[112],"membership":[114],"function":[115,132],"set":[119],"solve":[123],"difficulty":[125],"determining":[127],"basic":[129],"probability":[130],"assignment":[131],"improved":[135],"Dempster\u2013Shafer":[136],"evidence":[137,233],"theory.":[138],"The":[139,212,241],"prediction":[140],"model":[141],"effluent":[143,163],"conditions":[144,164],"fuses":[145],"seismic":[146],"wave":[147],"reflection":[148],"data,":[149,153],"ground":[150,208],"penetrating":[151],"radar":[152],"transient":[155],"electromagnetic":[156],"data.":[157],"Therefore,":[158],"evaluations":[160,180],"achieved,":[166],"including":[167],"strand":[169],"water,":[170,172,176],"linear":[171],"seepage":[173],"dripping":[175],"anhydrous.":[178],"Experimental":[179],"typical":[183],"section":[185],"were":[186,205],"conducted,":[187],"which":[189],"state":[191],"series":[197],"sketch":[200],"sectionpaper":[204],"as":[207],"truth":[209],"verification.":[211],"experimental":[213],"results":[214,242],"revealed":[215],"that":[216,235],"proposed":[218,256],"not":[220],"has":[222],"high":[223],"accuracy":[224],"robustness":[226],"also":[228,249],"aligns":[229],"well":[230],"different":[232],"effectively":[234],"contradicts":[237],"manual":[238],"interpretation":[239],"reports.":[240],"12":[244],"randomly":[245],"selected":[246],"sections":[248],"demonstrate":[250],"generalization":[252],"abilities":[253],"method.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-12-28T00:00:00"}
