stiffness effect for sites in cena, starting with fpeak · 2016-11-11 · hassani and atkinson...
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Stiffness effect for sites in CENA, starting with fpeak
BehzadHassaniandGailAtkinson
November,2016
fpeak from Microtremor survey vs. Earthquake H/V
MicrotremorsurveyinsouthernOntariofor8seismicstaCons.
Hassani and Atkinson (2016) presented an fpeak -based site-amplification model • nosCffnessscalingterminour2016model• HerewelookatthesCffnesseffectontheamplificaConofsitesinCENA.
• Inthefirststep,wefirstremovethefpeak-basedamplificaConmodelfromtheobservedata,andthenlookattheresidualsitetermswithrespecttoVS30.
• Inordertodothat,wefirstcalculatetheresidualswithrespecttoSOSNGMPEmodel(Atkinsonetal.,2015)usingthesite-effectsmodeldevelopedwrthard-rocksitecondiCons,andthendefinethesitetermswithrespecttohard-rocksitecondiCon.
Finding Residual Site terms
WealsoincludesiteswithVS30>1500m/sandnoobservedfpeakvalues.Forthesesites,weassumethatthe
fpeakvalueishigherthan20Hz.
VS30ScalingtermWeuseParkeretal.(2016)updatedVS30valuesforoursites.
Glaciated
ThesearetheapparenttrendsifweneglectuncertaintyinVS30esCmates(VS30variance)
VS30Scalingterm,applyingMonteCarlosimulaCon
• InordertoderivetherightVS30-scalingmodel,it’scorrespondingstandarddeviaConandalsothestandarderrorofthecoefficients,weneedtosomehowtakeaccountforthedifferentvarianceinourVS30esCmates(e.g.differentproxieshavedifferentesCmatestandarddeviaCon).
• Moreover,eachoftheaverageresidualsitetermscomeswithastandarddeviaContoo(e.g.weaveragedresidualsitetermsateachstaConwiththreeormorerecords).WealsoneedtotakeaccountforthisvariabilityinourVS30-Scalingmodel.
• ThesoluConthatwepresenthereistouseMonteCarlosimulaContopopulateourdata.Foreachofthedatapoints,wehaveaVs30esCmatewithanassignedstandarddeviaCon(e.g.logofVs30),andalsowehaveastandarddeviaConforeachoftheaverageresidualsiteterms.Werandomlygenerate50pointsforeachofourdatapointsassuminganormaldistribuConforlogofVS30andaverageresidualsiteterm(SSOSN,j).
VS30Scalingterm,applyingMonteCarlosimulaConGlaciated
ThistrendaccommodatestheuncertaintyforVS30esCmatesandalsoforaverageresidualsiteterms(normaldistribuCon)
VS30Scalingterm
Non-Glaciated
ApparenttrendneglecCnguncertaintyinVS30esCmates(VS30variance)
WeuseParkeretal.(2016)updatedVS30valuesforoursites.
VS30Scalingterm,applyingMonteCarlosimulaConNon-Glaciated
ApparenttrendconsideringuncertaintyinVS30esCmatesandalsoinaverageresidualsiteterms
NoobviousVS30-dependenttrendduetolargeVS30uncertainCes!
A consequence of large variance in VS30 estimates
ConsideringthevariabilityofVS30esCmatescansignificantlychangetheaverageVS30-scalingmodelfornonaciatedsites.TheproblemisthatforsomeofthesitesthevarianceontheVS30esCmatesareveryhigh(e.g.0.85inlnunits),whichcanaffecttheaverageVS30scalingmodel.
Here,weconstrainournon-glaciatedmodelbasedonthemodelthatwedevelopedforglaciatedsitesandwescaleittomatchthefewnon-glaciateddatapointswithsmallVS30standarddeviaCon(<=0.3).WeassumethatthescalingtermforsiteswithVS30>1500m/sisthesameastheglaciatedmodel,andwefixthescalingtermforsiteswithVS30<250m/susingthenon-glaciateddatapointswithVS30~300m/s.
VS30Scalingterm,applyingMonteCarlosimulaCon(0.3sigma) Non-Glaciated
VS30 Scaling term, non-glaciated
Non-GlaciatedscalingmodelderivedbasedontheglaciatedmodelandalsodatapointswithlowVS30variance.
C4,VS30Scalingslope,Glaciatedandnon-glaciated
ToderivetherightstandarderrorfortheC4term,wemulCplytheesCmatedstandarderrorbasedonthepopulateddatabasebyafactorof7(squarerootof50(numberoftherandomdatapointsgenerated)),tocorrectitfortheactualnumberofobservaConswehave.
VS30ScalingtermBasedontheobservedVS30-dependenttrends,wederivetwoseparatemodelsforglaciatedandnon-glaciatedsites.
Fpeak and VS30 based amplification model
C1,C2andC3arecoefficientsfromHassaniandAtkinson(2016)obtainedforhard-rockreferencesitecondiCon.
Fpeak and VS30 based amplification model, examples
Glaciated
Fpeak and VS30 based amplification model, examples
Glaciated
Fpeak and VS30 based amplification model, examples
Glaciated
Fpeak and VS30 based amplification model, examples
Non-Glaciated
Fpeak and VS30 based amplification model, examples
Non-Glaciated
Fpeak and VS30 based amplification model, examples
Non-Glaciated
Atkinson’s group Recipe for Site Response in CENA • Ifweonlyhavefpeak:
WherethecoefficientswerederivedinHassaniandAtkinson(2016).
• IfwehavebothfpeakandVS30:
WherethecoefficientsoftheV30-dependantpartofthemodelwerediscussedinpreviousslides.
Atkinson’s group Recipe for Site Response in CENA IfweonlyhaveVS30:OnealternaCveisthatweusethecorrelaConbetweenVS30andfpeaktofindthefpeakvaluecorrespondingtotheselectedVS30value(HassaniandAtkinson2016).ThenweusetheHassaniandAtkinson(2016)fpeak-basedamplificaConmodel.