{"id":"https://openalex.org/W7212073285","doi":"https://doi.org/10.31223/x5vf79","title":"Predictive Modeling of Hydrodynamic Dispersion for High-Pressure Atomized Crude Oil Plumes During Tidal Phase-Lag Loops in Santa Barbara Estuaries, Nigeria","display_name":"Predictive Modeling of Hydrodynamic Dispersion for High-Pressure Atomized Crude Oil Plumes During Tidal Phase-Lag Loops in Santa Barbara Estuaries, Nigeria","publication_year":2026,"publication_date":"2026-09-09","ids":{"openalex":"https://openalex.org/W7212073285","doi":"https://doi.org/10.31223/x5vf79"},"language":"en","primary_location":{"id":"doi:10.31223/x5vf79","doi":"https://doi.org/10.31223/x5vf79","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5vf79","pdf_url":"https://eartharxiv.org/repository/object/14898/download/25897/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eartharxiv.org/repository/object/14898/download/25897/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021937035","display_name":"Okuroghoboye Diepreye Itugha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799775433","display_name":"Federal University Otuoke","ror":"https://ror.org/02jsvfh24","country_code":"NG","type":"education","lineage":["https://openalex.org/I2799775433"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Okuroghoboye Itugha","raw_affiliation_strings":["Department of Civil Engineering , Federal University Otuoke , 400 University Boulevard , Otuoke , PMB 126 , Bayelsa State , Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering , Federal University Otuoke , 400 University Boulevard , Otuoke , PMB 126 , Bayelsa State , Nigeria","institution_ids":["https://openalex.org/I2799775433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021937035"],"corresponding_institution_ids":["https://openalex.org/I2799775433"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T13785","display_name":"Aquatic and Environmental Studies","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/high-pressure-atomization","display_name":"high-pressure atomization","score":0.7300000190734863},{"id":"https://openalex.org/keywords/convection-diffusion","display_name":"advection-diffusion","score":0.8109999895095825},{"id":"https://openalex.org/keywords/total-petroleum-hydrocarbons","display_name":"total petroleum hydrocarbons","score":0.9430000185966492},{"id":"https://openalex.org/keywords/bayelsa-state","display_name":"Bayelsa State","score":0.7429999709129333},{"id":"https://openalex.org/keywords/contaminant-transport","display_name":"contaminant transport","score":0.5059999823570251}],"concepts":[{"id":"https://openalex.org/C2775840915","wikidata":"https://www.wikidata.org/wiki/Q3817528","display_name":"Plume","level":2,"score":0.7371000051498413},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.5012999773025513},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4805999994277954},{"id":"https://openalex.org/C2775835907","wikidata":"https://www.wikidata.org/wiki/Q3809419","display_name":"Panache","level":3,"score":0.4625000059604645},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4607999920845032},{"id":"https://openalex.org/C2780424376","wikidata":"https://www.wikidata.org/wiki/Q7981274","display_name":"Wellhead","level":2,"score":0.44909998774528503},{"id":"https://openalex.org/C88160329","wikidata":"https://www.wikidata.org/wiki/Q47053","display_name":"Estuary","level":2,"score":0.44679999351501465},{"id":"https://openalex.org/C122846477","wikidata":"https://www.wikidata.org/wiki/Q1395805","display_name":"Water column","level":2,"score":0.4296000003814697},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.41920000314712524},{"id":"https://openalex.org/C2778863792","wikidata":"https://www.wikidata.org/wiki/Q16909918","display_name":"TRACER","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.35519999265670776},{"id":"https://openalex.org/C2779365185","wikidata":"https://www.wikidata.org/wiki/Q624383","display_name":"Acoustic Doppler current profiler","level":3,"score":0.34389999508857727},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.3273000121116638},{"id":"https://openalex.org/C119947313","wikidata":"https://www.wikidata.org/wiki/Q5596635","display_name":"Jet (fluid)","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C135186712","wikidata":"https://www.wikidata.org/wiki/Q425705","display_name":"Injector","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.2827000021934509},{"id":"https://openalex.org/C166693061","wikidata":"https://www.wikidata.org/wiki/Q5462119","display_name":"Flow velocity","level":3,"score":0.2791000008583069},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C189764856","wikidata":"https://www.wikidata.org/wiki/Q778187","display_name":"Atmospheric dispersion modeling","level":3,"score":0.2653999924659729},{"id":"https://openalex.org/C154108245","wikidata":"https://www.wikidata.org/wiki/Q287381","display_name":"Surge","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C162284963","wikidata":"https://www.wikidata.org/wiki/Q17106102","display_name":"Submarine pipeline","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C206835866","wikidata":"https://www.wikidata.org/wiki/Q273090","display_name":"Froude number","level":3,"score":0.2596000134944916},{"id":"https://openalex.org/C548895740","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Petroleum","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C88380143","wikidata":"https://www.wikidata.org/wiki/Q416674","display_name":"Dissolution","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C2988574769","wikidata":"https://www.wikidata.org/wiki/Q2259545","display_name":"Water flow","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31223/x5vf79","doi":"https://doi.org/10.31223/x5vf79","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5vf79","pdf_url":"https://eartharxiv.org/repository/object/14898/download/25897/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:EA:id:14898","doi":null,"is_oa":true,"landing_page_url":"https://eartharxiv.org/repository/object/14898/download/25897/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402614","display_name":"EarthArXiv (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"EarthArXiv","raw_type":"PREPRINTS"}],"best_oa_location":{"id":"doi:10.31223/x5vf79","doi":"https://doi.org/10.31223/x5vf79","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5vf79","pdf_url":"https://eartharxiv.org/repository/object/14898/download/25897/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7212073285.pdf","grobid_xml":"https://content.openalex.org/works/W7212073285.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W609574552","https://openalex.org/W1497734931","https://openalex.org/W1963992004","https://openalex.org/W1973178306","https://openalex.org/W2012401080","https://openalex.org/W2499877350","https://openalex.org/W2747490671","https://openalex.org/W2903940614","https://openalex.org/W3042803834","https://openalex.org/W3090427419","https://openalex.org/W3201444983","https://openalex.org/W4281832673","https://openalex.org/W4315567081","https://openalex.org/W4320168197","https://openalex.org/W4380768063","https://openalex.org/W4411292990","https://openalex.org/W4413110817","https://openalex.org/W4414140242","https://openalex.org/W4415094908","https://openalex.org/W4416683856"],"related_works":["https://openalex.org/W4206138758","https://openalex.org/W3201444983","https://openalex.org/W1940650820","https://openalex.org/W3118873688","https://openalex.org/W2082965991","https://openalex.org/W1979380874","https://openalex.org/W2734683950","https://openalex.org/W2336330855","https://openalex.org/W2330650872","https://openalex.org/W7120652013"],"abstract_inverted_index":{"This":[0,183,238],"study":[1],"models":[2,298],"the":[3,28,34,81,156,187,200,217,225,305],"multi-phase":[4,164],"hydrodynamic":[5,125],"atomization,":[6],"near-surface":[7],"jet":[8,184],"shattering,":[9],"and":[10,53,90,107,196,289,308],"transient":[11,143],"longitudinal":[12],"advection-diffusion":[13],"transport":[14,303],"of":[15,247,259,287,310],"high-pressure":[16],"crude":[17],"oil":[18],"plumes":[19],"within":[20,346],"a":[21,60,114,147,162,208,241,256,269,279,284,290],"tidally":[22],"driven":[23],"tropical":[24],"estuary.":[25],"It":[26],"maps":[27],"38-day":[29],"uncontained":[30],"wellhead":[31],"failure":[32],"at":[33,252],"Santa":[35],"Barbara":[36],"South":[37],"Well-1":[38],"(OML":[39],"29)":[40],"in":[41],"Opu-Nembe,":[42],"Bayelsa":[43],"State,":[44],"Nigeria,":[45],"to":[46,97,135,141,325,341],"quantify":[47,98],"sub-surface":[48,201,311,343],"contaminant":[49],"migration":[50],"paths.":[51],"Hydrodynamic":[52],"chemical":[54,197],"concentration":[55,246],"data":[56],"were":[57,78,111],"compiled":[58],"across":[59,146],"10":[61],"km":[62,65],"\u00d7":[63],"1":[64],"estuarine":[66,312],"corridor":[67],"enveloping":[68],"47":[69],"remote":[70],"communities.":[71],"Ambient":[72],"water":[73,82,104,202],"samples":[74],"(N":[75],"=":[76,128,130,274,294],"120)":[77],"extracted":[79],"from":[80,321],"column":[83],"using":[84],"decontaminated":[85],"Niskin":[86],"sampler":[87],"grids,":[88],"stabilized,":[89],"processed":[91],"via":[92,113],"Gas":[93],"Chromatography-Mass":[94],"Spectrometry":[95],"(GC-MS)":[96],"Total":[99],"Petroleum":[100],"Hydrocarbons":[101],"(TPH).":[102],"Estuarine":[103],"surface":[105,322],"elevation":[106],"multi-directional":[108],"flow":[109],"profiles":[110],"captured":[112],"bottom-mounted":[115],"Acoustic":[116],"Doppler":[117],"Current":[118],"Profiler":[119],"(ADCP).":[120],"A":[121],"two-dimensional":[122],"depth-averaged":[123],"finite-difference":[124],"model":[126,206],"(\uf044x":[127],"\uf044y":[129],"50":[131],"m)":[132],"was":[133],"coupled":[134],"an":[136],"isentropic":[137],"choked-jet":[138],"discharge":[139,165],"algorithm":[140],"calculate":[142],"plume":[144,219,313],"dispersion":[145],"12.4-hour":[148],"Semi-diurnal":[149],"tidal":[150],"cycle.":[151],"Thermodynamic":[152],"derivations":[153],"show":[154],"that":[155,299],"reservoir":[157],"pressure":[158],"(4.2":[159],"MPa)":[160],"drove":[161,216],"choked":[163],"velocity":[166,185,309],"(vjet":[167],"\uf0bb":[168],"145.24":[169],"m/s),":[170],"producing":[171],"aerodynamic":[172],"Weber":[173],"numbers":[174],"far":[175],"exceeding":[176],"critical":[177],"breakup":[178],"thresholds":[179],"(We":[180],"\uf03e\uf03e":[181],"100).":[182],"shattered":[186],"liquid":[188],"stream":[189],"into":[190,199,233],"ultra-fine":[191],"droplets,":[192],"driving":[193],"immediate":[194],"emulsification":[195],"dissolution":[198],"column.":[203],"The":[204],"cross-validated":[205],"isolated":[207],"strong":[209],"phase-lag":[210],"dynamic":[211],"controlling":[212],"transport.":[213],"Flood-tide":[214],"vectors":[215],"dissolved":[218],"upstream,":[220],"while":[221],"ebb-tide":[222],"drawdown":[223],"compressed":[224],"mixing":[226],"column,":[227],"funneling":[228],"persistent":[229],"hydrocarbon":[230],"matrices":[231],"directly":[232],"low-velocity":[234],"intertidal":[235],"mangrove":[236],"channels.":[237],"mechanism":[239],"matched":[240],"peak":[242],"measured":[243],"near-source":[244],"TPH":[245],"52.40":[248],"\u00b1":[249,276],"2.62":[250],"mg/L":[251],"station":[253],"AQ-01,":[254],"representing":[255],"five-fold":[257],"exceedance":[258],"national":[260],"regulatory":[261],"acute":[262],"aquatic":[263],"hazard":[264],"boundaries.":[265],"Model":[266],"cross-validation":[267],"yielded":[268],"Mean":[270],"Absolute":[271],"Error":[272],"(MAE":[273],"0.024":[275],"0.003":[277],"mg/L),":[278],"low":[280],"Fractional":[281],"Bias":[282],"(+0.012),":[283],"FAC2":[285],"index":[286],"0.945,":[288],"Nash-Sutcliffe":[291],"Efficiency":[292],"(NSE":[293],"0.912).":[295],"Conventional":[296],"spill":[297],"assume":[300],"simple":[301],"surface-slick":[302],"underestimate":[304],"spatial":[306],"extent":[307],"migration.":[314],"Upstream":[315],"maritime":[316],"contingency":[317],"frameworks":[318],"must":[319],"shift":[320],"booming":[323],"loops":[324],"implement":[326],"real-time":[327],"hydro-telemetry":[328],"tracking":[329],"grids.":[330],"Environmental":[331],"impact":[332],"criteria":[333],"should":[334],"mandate":[335],"continuous":[336],"downhole":[337],"automated":[338],"isolation":[339],"systems":[340],"prevent":[342],"resource":[344],"fouling":[345],"vulnerable":[347],"coastal":[348],"delta":[349],"networks.":[350]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-09-10T00:00:00"}
