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CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
Amulti-tieredADCIRC-basedstormsurgeandwavepredictionsystem
BrianBlanton,RenaissanceComputingInstitute,UNC-ChapelHill
RickLuettich,InstituteofMarineSciences,UNC-ChapelHill,co-PI
JasonFleming,SeahorseCoastalConsulting,ASGSdeveloper,ADCIRCBootcamp organizer
JessicaSmith,DepartmentofMarineSciences,UNC-ChapelHill,MSCandidateGraduateStudent
ChrisCalloway,RenaissanceComputingInstitute,UNC-ChapelHill,softwareengineer
CrystalFulcher,InstituteofMarineSciences,UNC-ChapelHill,ADCIRCgriddevelopment
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Extend/advanceAdcirc SurgeGuidanceSystem(ASGS)• ImplementnewADCIRCgridformorecomprehensiveregionalcoverage• Statistical/probabilistichurricanetracks• Statisticalstormsurgepredictions
• SupportADCIRCusersworld-wide
MainProjectActivities
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Dr.JasonFleming,SeahorseCoastalConsulting
• HeldatUSArmyEngineerResearchandDevelopmentCenter(ERDC)CoastalandHydraulicsLab(CHL)inVicksburg,MS
• 2-4May2016
• Maintopics:• GriddevelopmentwithSMS• ADCIRCsetup,simulations,anddiagnostics• DeployingtheASGSforforecastingapplications.
• 50+in-personand7virtualviawebinar
• 8studentsattended:• NorthCarolinaStateUniversityx2• UniversityofCentralFlorida• Kunsan University(Korea)x4• RPSGroup
ADCIRCBootcamp
• 9professionals:• Stantec x3• TaylorEngineering• WoodsHoleGroup• FloridaDepartmentofEnvironmentalProtection• AppliedTechnology&Management• RansomEnvironmental• USACEERDCCHL
EndUserEngagement
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Dr.BrianBatten,Dewberry,supportingFEMA
• Inundationgridsforpost-stormdamageassessments
• UNCcomputeda”rapid”Matthewhindcast withGAHMvortexmodelandobservedtrack
• “InthedevelopmentofFEMA’sNorthCarolinaMatthewGeospatialDamageAssessment,ASGS’sHurricaneMatthewsimulationwasfoundtoprovidethebestsourceofsurgeelevationsascomparedtoobservations.TheRENCIMatthewsurgeelevationswereusedtoestablishflooddepthinformationtofacilitateinitialbuildingdamageassessmentstoaidtheFEMAdisasterresponsebyDewberryundertheirDepartmentofHomelandSecurityRemoteSensingContractforIncidentManagement.”
HurricaneMatthew
EndUserEngagement
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• DougBausch,ScienceAdvisor,PacificDisasterCenter,Hawaii
• “Iknowitisabusytime,butwearesupportingourcolleaguesintheBahamas (NEMAandotheragencies)andareveryinterestedinyourproducts. SpecificallytheADCIRCsurgemodeling…..”
• FEMA HQ
• ADCIRCoutputmorerelevantthanNHC’soutputforrecoverypurposes
HurricaneMatthew
EndUserEngagement
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Science&OperationsOfficer,NWSNewport/MoreheadCityNC
• RecentwinterstormHelena• "ItappearstheADCIRCunderestimated thewater
levelsatCGHatterastoday,byroughly0.5ft."
• “ThankyouforquicklygettingNCCERAbackonlineonFridayevening.Acollectionoftidehydrographsfrom3sitessubjecttowaterlevelrisesinN/NNW/NNEwindeventsisalsoattached.CERAseemedtoperformwithinabout0.5ft ofobservationsatHatterasVillage.WehaveaNCstaterungaugeatCedarIslandthatiscurrentlymalfunctioning,sowedidnotgetanyobservationstherewhereCERAmostlyfocusedthehighestsurgepotentialforthisevent.”
WinterStormActivities
EndUserEngagement
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• SeniorHydrologist,NWSWestGulfRiverForecastCenter
• SabineRiverandPearlRiverflooding• “AsthisfloodapproachestheGulfinEastTexas,it’sgettingoutofourdomain.AswellassignificantimpactshappeninginOrangeTexas
thathavenorealmodeling availableandreallyshouldbeperformedbyacoastalmodel.IsthereanythoughtsorplansorpossiblyanycompletedrunsthatcanbeperformedinADCIRC?“
• WewereabletoprovideguidanceinformationfromASGSrunningontheGulfofMexicoto“unanticipated”end-users.
Inlandfloodingreachingcoastalareas
EndUserEngagement
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• ImplementedNOAAHSOFSgridforASGSpriortoHurricaneMatthew• ProvidedbyNOAACSDL• ComprehensiveUSEastcoastandGoMex coverage• ConsideringsplittingthegridintoeastcoastandGulfofMexicoparts.
ADCIRCgrid
ResearchWorkandAccomplishments
NOAAHSOFSGrid(1.8Mnodes)
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• GeneratedourownSQLdatabaseofallhurricaneforecastmodels,alignedwithbest-tracktimes• Enablescomprehensiveerroranalysis
Probabilistictrackgeneration HurricaneIsabel(2003)AllModels
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• GeneratedourownSQLdatabaseofallhurricaneforecastmodels,alignedwithbest-tracktimes• CurrentlyusingcrossandalongtrackerrorsforOFCLmodel• ThisisanextensionofDavisetal(2010),whousedonlycross-trackerrors
Probabilistictrackgeneration
SeeposterbyJ.Smith,presentedatAMS2017StudentSymposiuminSeattle
9x9ensemblesetforHurricaneIsabel(2003)
Davis,J.,Paramygin,V.,Forrest,D.,andSheng,Y.(2010).Towardtheprobabilisticsimulationofstormsurgeandinundationinalimited-resourceenvironment.Mon.WeatherRev.,138(7):2953–2974.
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Real-timeMatthewExperiments• NHCConsensus+/- Directionandspeederrors
Probabilistictrackgeneration
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Real-timeMatthewExperiments• NHCConsensus+/- Directionandspeederrors
• IndividualEnsembleMembers• “Left”membersmorethreatening
Probabilistictrackgeneration
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• Real-timeMatthewExperiments• NHCConsensus+/- Directionandspeederrors
• IndividualEnsembleMembers• “Left”membersmorehazardous• Exceedence LevelsindicateGA/SCcoastsubstantiallythreatened
Probabilistictrackgeneration
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
SurrogateModelforADCIRC(ADCIRC_Lite)LeastSquares,ResponseSurface(ADCIRC_Lite)
Kriging
ArtificialNeuralNetworks
StormPopulation
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• PreviouslydevelopedResponseSurfaceMethodstatisticalmodeldeployedtowebfordissemination• dashboards.renci.org:3000• Allowsconcurrent,multi-useraccess
WebdeploymentofStatisticalModel
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• PreviouslydevelopedResponseSurfaceMethodstatisticalmodeldeployedtowebfordissemination• dashboards.renci.org:3000• Allowsconcurrent,multi-useraccess• Changeparametersofmodelviasliders
• RadiustoMaxWinds• ForwardSpeed• Etc.
WebdeploymentofStatisticalModel
ResearchWorkandAccomplishments
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• ADCIRC/ASGSEnduseroutreach,education,andsupport• Broadenuseofcriticalhazardassessmentmethod
• Advanced,state-of-the-sciencereal-timestormsurgeandwavepredictions• viaASGS,CERAweboutlets• MorecomprehensiveregionalcoverageofADCIRCgrid
• Enablealternative,rapid,probabilisticwaterlevels• CurrentlytargetedatNCcoastforhigh-resolution
AnticipatedProjectImpact
CRC2ndAnnualMeetingFeb.1-3,2017TheUniversityofNorthCarolinaatChapelHill
• ContinueASGSandADCIRCgriddevelopment,education,andoutreach• Supportend-usersduringtropical(andnon-tropical)events• Extendprobabilistictrackgeneratortoincorporateintensity(maximumwindspeedandcentralpressure)andstormsize(radiustomaximumwinds)parameters• IntegratetrackgeneratorwithWebdashboard
ProposedFollow-onWork