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 Behzad Hassani and Gail Atkinson November, 2016

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Page 1: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Stiffness effect for sites in CENA, starting with fpeak

BehzadHassaniandGailAtkinson

November,2016

Page 2: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

fpeak from Microtremor survey vs. Earthquake H/V

MicrotremorsurveyinsouthernOntariofor8seismicstaCons.

Page 3: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

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.

Page 4: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Finding Residual Site terms

WealsoincludesiteswithVS30>1500m/sandnoobservedfpeakvalues.Forthesesites,weassumethatthe

fpeakvalueishigherthan20Hz.

Page 5: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30ScalingtermWeuseParkeretal.(2016)updatedVS30valuesforoursites.

Glaciated

ThesearetheapparenttrendsifweneglectuncertaintyinVS30esCmates(VS30variance)

Page 6: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

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).

Page 7: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30Scalingterm,applyingMonteCarlosimulaConGlaciated

ThistrendaccommodatestheuncertaintyforVS30esCmatesandalsoforaverageresidualsiteterms(normaldistribuCon)

Page 8: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30Scalingterm

Non-Glaciated

ApparenttrendneglecCnguncertaintyinVS30esCmates(VS30variance)

WeuseParkeretal.(2016)updatedVS30valuesforoursites.

Page 9: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30Scalingterm,applyingMonteCarlosimulaConNon-Glaciated

ApparenttrendconsideringuncertaintyinVS30esCmatesandalsoinaverageresidualsiteterms

NoobviousVS30-dependenttrendduetolargeVS30uncertainCes!

Page 10: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

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.

Page 11: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30Scalingterm,applyingMonteCarlosimulaCon(0.3sigma) Non-Glaciated

Page 12: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30 Scaling term, non-glaciated

Non-GlaciatedscalingmodelderivedbasedontheglaciatedmodelandalsodatapointswithlowVS30variance.

Page 13: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

C4,VS30Scalingslope,Glaciatedandnon-glaciated

ToderivetherightstandarderrorfortheC4term,wemulCplytheesCmatedstandarderrorbasedonthepopulateddatabasebyafactorof7(squarerootof50(numberoftherandomdatapointsgenerated)),tocorrectitfortheactualnumberofobservaConswehave.

Page 14: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

VS30ScalingtermBasedontheobservedVS30-dependenttrends,wederivetwoseparatemodelsforglaciatedandnon-glaciatedsites.

Page 15: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model

C1,C2andC3arecoefficientsfromHassaniandAtkinson(2016)obtainedforhard-rockreferencesitecondiCon.

Page 16: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Glaciated

Page 17: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Glaciated

Page 18: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Glaciated

Page 19: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Non-Glaciated

Page 20: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Non-Glaciated

Page 21: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Fpeak and VS30 based amplification model, examples

Non-Glaciated

Page 22: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Atkinson’s group Recipe for Site Response in CENA •  Ifweonlyhavefpeak:

WherethecoefficientswerederivedinHassaniandAtkinson(2016).

•  IfwehavebothfpeakandVS30:

WherethecoefficientsoftheV30-dependantpartofthemodelwerediscussedinpreviousslides.

Page 23: Stiffness effect for sites in CENA, starting with fpeak · 2016-11-11 · Hassani and Atkinson (2016) presented an f peak-based site-amplification model • no sCffness scaling term

Atkinson’s group Recipe for Site Response in CENA IfweonlyhaveVS30:OnealternaCveisthatweusethecorrelaConbetweenVS30andfpeaktofindthefpeakvaluecorrespondingtotheselectedVS30value(HassaniandAtkinson2016).ThenweusetheHassaniandAtkinson(2016)fpeak-basedamplificaConmodel.