{"id":"https://openalex.org/W4402245602","doi":"https://doi.org/10.1061/jwped5.wweng-2150","title":"Automatic Construction and Uncertainty Analysis of Geological Profiles in Dredging Engineering Based on Multiple-Point Geostatistics","display_name":"Automatic Construction and Uncertainty Analysis of Geological Profiles in Dredging Engineering Based on Multiple-Point Geostatistics","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402245602","doi":"https://doi.org/10.1061/jwped5.wweng-2150"},"language":"en","primary_location":{"id":"doi:10.1061/jwped5.wweng-2150","doi":"https://doi.org/10.1061/jwped5.wweng-2150","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jwped5.wweng-2150","pdf_url":null,"source":{"id":"https://openalex.org/S4210228272","display_name":"Journal of Waterway Port Coastal and Ocean Engineering","issn_l":"0733-950X","issn":["0733-950X","1943-5460"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2","vabb-shw"],"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 Waterway, Port, Coastal, and Ocean Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5112531420","display_name":"Yong Chen","orcid":"https://orcid.org/0000-0001-6689-8923","observed_orcids":["https://orcid.org/0000-0001-6689-8923"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Chen","raw_affiliation_strings":["Ph.D. Candidate, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ph.D. Candidate, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045127642","display_name":"Mingchao Li","orcid":"https://orcid.org/0000-0002-3010-0892","observed_orcids":["https://orcid.org/0000-0002-3010-0892","https://orcid.org/0009-0001-1112-0839"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingchao Li","raw_affiliation_strings":["Professor, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-3010-0892","affiliations":[{"raw_affiliation_string":"Professor, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034029955","display_name":"Qiubing Ren","orcid":"https://orcid.org/0000-0001-7005-0722","observed_orcids":["https://orcid.org/0000-0001-7005-0722"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiubing Ren","raw_affiliation_strings":["Assistant Professor, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, State Key Laboratory of Hydraulic Engineering Intelligent Construction and Operation, Tianjin Univ., Tianjin 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100944401","display_name":"Huijing Tian","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huijing Tian","raw_affiliation_strings":["Professorate Senior Engineer, CCCC (Tianjin) Eco-Environmental Protection Design & Research Institute Co., Ltd., Tianjin 300461, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorate Senior Engineer, CCCC (Tianjin) Eco-Environmental Protection Design & Research Institute Co., Ltd., Tianjin 300461, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liang Qin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210130035","display_name":"China Communications Construction Company (China)","ror":"https://ror.org/03q3een69","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210130035"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Qin","raw_affiliation_strings":["Professorate Senior Engineer, CCCC Tianjin Dredging Co., Ltd. (TDC), Tianjin 300042, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorate Senior Engineer, CCCC Tianjin Dredging Co., Ltd. (TDC), Tianjin 300042, China","institution_ids":["https://openalex.org/I4210130035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108980450","display_name":"Keqi Huang","orcid":"https://orcid.org/0000-0003-0545-504X","observed_orcids":["https://orcid.org/0000-0003-0545-504X"]},"institutions":[{"id":"https://openalex.org/I4405257212","display_name":"China Construction Sixth Engineering Bureau Corp., Ltd (China)","ror":"https://ror.org/050zcgq96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405257212"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keqi Huang","raw_affiliation_strings":["Professorate Senior Engineer, China Construction Sixth Engineering Bureau Co., Ltd., Tianjin 300171, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorate Senior Engineer, China Construction Sixth Engineering Bureau Co., Ltd., Tianjin 300171, China","institution_ids":["https://openalex.org/I4405257212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9101,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68665694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"150","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.06430000066757202,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.011900000274181366,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-point-geostatistics","display_name":"multiple-point geostatistics","score":0.9959999918937683},{"id":"https://openalex.org/keywords/training-images","display_name":"training images","score":0.8759999871253967},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"uncertainty analysis","score":0.8870000243186951},{"id":"https://openalex.org/keywords/soil-distribution","display_name":"soil distribution","score":0.6000000238418579},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"stochastic simulation","score":0.8569999933242798},{"id":"https://openalex.org/keywords/equidistant-sampling","display_name":"equidistant sampling","score":0.675000011920929},{"id":"https://openalex.org/keywords/borehole-spacing","display_name":"borehole spacing","score":0.7730000019073486}],"concepts":[{"id":"https://openalex.org/C2781279111","wikidata":"https://www.wikidata.org/wiki/Q852170","display_name":"Dredging","level":2,"score":0.9405728578567505},{"id":"https://openalex.org/C125572338","wikidata":"https://www.wikidata.org/wiki/Q1440020","display_name":"Geostatistics","level":3,"score":0.8458293080329895},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5453174114227295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43798571825027466},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.3616936504840851},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35352736711502075},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.35001140832901},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3281519412994385},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.1469351351261139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13332390785217285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.130698561668396},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.11057227849960327},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jwped5.wweng-2150","doi":"https://doi.org/10.1061/jwped5.wweng-2150","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jwped5.wweng-2150","pdf_url":null,"source":{"id":"https://openalex.org/S4210228272","display_name":"Journal of Waterway Port Coastal and Ocean Engineering","issn_l":"0733-950X","issn":["0733-950X","1943-5460"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2","vabb-shw"],"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 Waterway, Port, Coastal, and Ocean Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W15172382","https://openalex.org/W1499512010","https://openalex.org/W1537810918","https://openalex.org/W1974259088","https://openalex.org/W1996118086","https://openalex.org/W1996198943","https://openalex.org/W1997142784","https://openalex.org/W2018173843","https://openalex.org/W2022607354","https://openalex.org/W2087631585","https://openalex.org/W2148903074","https://openalex.org/W2168594645","https://openalex.org/W2620274065","https://openalex.org/W2808503248","https://openalex.org/W2886190064","https://openalex.org/W2893736293","https://openalex.org/W2903680558","https://openalex.org/W2944033355","https://openalex.org/W3013432833","https://openalex.org/W3024746772","https://openalex.org/W3124907482","https://openalex.org/W3195687265","https://openalex.org/W3199834063","https://openalex.org/W3211844161","https://openalex.org/W4200443226","https://openalex.org/W4210408592","https://openalex.org/W4280561289","https://openalex.org/W4302009569","https://openalex.org/W4307290122","https://openalex.org/W4313305248","https://openalex.org/W4319075655","https://openalex.org/W4323031084","https://openalex.org/W4324323355","https://openalex.org/W4360841600","https://openalex.org/W4382792988"],"related_works":["https://openalex.org/W2509500451","https://openalex.org/W4415967213","https://openalex.org/W2615566797","https://openalex.org/W4318563499","https://openalex.org/W7119527421","https://openalex.org/W2208741116","https://openalex.org/W7220804896","https://openalex.org/W4403910274","https://openalex.org/W4400248709","https://openalex.org/W4399774641"],"abstract_inverted_index":{"Sparse":[0],"borehole":[1,110],"data":[2],"and":[3,20,34,68,82,109,121,140,163,185,238],"unreasonable":[4],"sampling":[5],"strategies":[6],"pose":[7],"challenges":[8],"in":[9,15,172,193,222,235],"accurately":[10],"constructing":[11],"geological":[12,40,131,233],"profiles,":[13],"resulting":[14],"inaccurate":[16],"soil":[17,67,194,208,241],"distribution":[18,83],"information":[19,242],"impacting":[21],"the":[22,39,58,62,66,77,96,113,122,129,144,149,152,173,176,198,202,213],"design":[23],"of":[24,42,57,65,79,104,115,146,151,182,201,207,215],"implementation":[25],"plans":[26],"for":[27,161,232,243],"dredging":[28,43,169,236],"engineering.":[29],"Therefore,":[30],"an":[31],"automatic":[32],"construction":[33],"uncertainty":[35,90,150,192,217],"analysis":[36,91],"approach":[37,51,117,177,203,211],"to":[38,70,167,204],"profile":[41],"engineering":[44,170,237],"is":[45,92,158],"proposed":[46,153],"using":[47],"multiple-point":[48],"geostatistics.":[49],"The":[50,102,155,210,226],"uses":[52],"a":[53,168,179],"training":[54],"image":[55],"instead":[56],"variogram":[59],"function,":[60],"considering":[61],"spatial":[63,73,80],"variability":[64],"adapting":[69],"learn":[71],"high-order":[72],"information.":[74],"This":[75,196],"enables":[76],"characterization":[78],"relationships":[81],"patterns":[84],"between":[85],"multiple":[86],"points.":[87],"Subsequently,":[88],"statistical":[89],"conducted":[93],"based":[94,142],"on":[95,112,143],"results":[97],"obtained":[98],"from":[99],"stochastic":[100],"simulations.":[101],"effects":[103],"neighboring":[105],"cell":[106],"numbers,":[107],"threshold,":[108],"spacings":[111],"performance":[114],"our":[116],"are":[118,126,133],"systematically":[119],"investigated":[120],"optimal":[123],"simulation":[124],"parameters":[125],"determined.":[127],"Additionally,":[128],"simulated":[130],"profiles":[132],"categorized":[134],"into":[135],"three":[136],"areas":[137,189],"(high,":[138],"medium,":[139],"low)":[141],"level":[145],"uncertainty,":[147],"quantifying":[148],"approach.":[154],"equidistant":[156],"method":[157],"then":[159],"used":[160],"comparison":[162],"verification.":[164],"When":[165],"applied":[166],"case":[171],"Lianyungang":[174],"Channel,":[175],"achieved":[178],"prediction":[180],"accuracy":[181],"over":[183],"93.7%":[184],"successfully":[186],"quantified":[187],"boundary":[188],"with":[190],"high":[191,216],"layers.":[195],"shows":[197],"enhanced":[199],"capacity":[200],"capture":[205],"characteristics":[206],"distribution.":[209],"reduces":[212],"area":[214],"by":[218],"11.4%,":[219],"demonstrating":[220],"advancements":[221],"selecting":[223],"drilling":[224],"locations.":[225],"study":[227],"will":[228],"provide":[229,239],"decision":[230],"support":[231],"surveys":[234],"reliable":[240],"subsequent":[244],"construction.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-09-05T00:00:00"}