mjo in idealized and comprehensive models (and observaons)...• mechanism denial (landu and maloney...

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MJO in idealized and comprehensive models (and observa6ons) Adam Sobel Columbia University (Thanks Daehyun Kim, Eric Maloney, Shuguang Wang, and others as cited) Photo taken from Addu Atoll during DYNAMO, November 2011

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Page 1: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

MJOinidealizedandcomprehensivemodels(andobserva6ons)

AdamSobelColumbiaUniversity

(ThanksDaehyunKim,EricMaloney,ShuguangWang,andothersascited)

PhototakenfromAdduAtollduringDYNAMO,November2011

Page 2: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Mo6va6on

•  WeseektounderstandthebasicphysicsoftheMJO.•  Understandingshouldul6matelybecapturedinanidealizedmodel.•  ThehistoryofaOemptstodothisisoneoffailureovermanydecades–

manyidealizedmodels,nocommunityagreement.•  Whathaschangednowisthatwehavethecapabilitytosimulate(and

predict!)theMJOincomprehensivemodels.Weshouldusethis.

Page 3: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

EvensomeCMIP-classmodelsarenottoobad!

Klingamanetal.2015

Page 4: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Moisture-convection feedback is critical to the MJO. The convection has to be sufficiently sensitive to moisture.

D.Kimetal.2012(andWangandSchlesinger1999;MaloneyandHartmann2001;Leeetal.2003;Linetal.2008;Benedictetal.2013)

Page 5: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Moisture-convection feedback is critical to the MJO. The convection has to be sufficiently sensitive to moisture.

D.Kimetal.2012(andWangandSchlesinger1999;MaloneyandHartmann2001;Leeetal.2003;Linetal.2008;Benedictetal.2013)

ThissuggeststhatthemoisturefieldcarriesthesignaloftheMJO.

Page 6: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Radia6ve-convec6vefeedbackmaintainstheMJO(andtosomeextentsurfacefluxesdotoo)

•  MJOweakensoverland(Sobeletal.2008,2010);modeldiagnos6cs(AndersenandKuang2011,Chikira2014)

•  mechanismdenial(LanduandMaloney2011,Kimetal.2011,ArnoldandRandall2015,Wangetal.2013,2016,MaandKuang2016)

•  budgetstudies(InoueandBack2014;Sobeletal.2014,Woldingetal.2015)

Page 7: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

MJOasself-aggrega6onontheEquatorialbetaplaneorsphere(ArnoldandRandall2015)Radia6oniscri6cal.

Nonrota6ng,uniformSST

Rota6ng,uniformSST

Page 8: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Advec6vedrying

Advec6vemoistening

“Moisture mode”: the MJO is essentially a huge blob of moisture that maintains itself by longwave radiative feedback (and maybe surface fluxes) and moves by horizontal moisture advection

LW flux from atmosphere

MaxcolumnMSE&PW

Radia6vewarming

Flow=forcedKelvin/Rossbyresponsetoquasi-steadyhea6ng

Page 9: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

W’ is perturbation column moist static energy; U is constant background wind; P’ = P’(W’) – if linear P=W’/¿c; (moisture-convection feedback) E’ = cu‘; zonal wind anomaly is computed diagnostically from P’ using projection (Green’s) function R’ = rP’; Normalized gross moist stability is constant, <1.

A linear moisture mode model (Sobel and Maloney 2012, 2013, JAS)

Green’sfunc6onforwindderivedfromGill(1980)

Page 10: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Extended by Adames and D. Kim (2015) to include meridional moisture advection and horizontal wavenumber-dependent radiation

ObservedsymmetricOLRspectum&theore6caldispersioncurves–westwardgroupvelocityfork>1

Moistureanomaly(contour)Low-levelflow(arrows)MoisturetendencyduetoKelvin(top)

&Rossby(boOom)components

Page 11: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Avarietyofthingscanhappenonaqua-planets.Ifthey’rezonallysymmetric,anMJOokendoesn’tappear.

BrethertonandKhairoutdinov2015

Page 12: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

PritchardandYang(2016)–MJO(orsomething)surviveseveninverycoldclimates.S6lllivesbyradia6vefeedback!Doesn’tnecessarilyprefereastwardpropaga6on.

Page 13: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

PritchardandYang(2016)–MJO(orsomething)surviveseveninverycoldclimates.S6lllivesbyradia6vefeedback!Thesemeanclimatesareverydifferent–fromeachother,andfromEarth’s.

Page 14: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

YetevensmallchangesinbasicstatecanhavealargeimpactonMJOdynamics(MaandKuang2016)

Page 15: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Mul6scalemodels

•  “Skeleton”–MajdaandStechmann(2009)andmanysubsequentpapers•  High-frequencygravitywavecoupling(YangandIngersoll)•  Theseneglectradia6on&surfacefluxesapriori•  Thekeymechanisms(notjustthedispersionrela6onorotherpredicted

MJOfeatures)oftheseidealizedmodelsshouldbediagnosableincomprehensivemodels(andobserva6ons)

Page 16: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Finalthoughts•  Amodeinwhichmoisture+convec6onanomalieslivealong6me,

maintainedbymoisture-convec6onfeedbackandlongwaveradia6vefeedback,seemsquitegenericinmodelswithenoughmoisturesensi6vity.

•  Whenitisneartheequator,largeinhorizontalscale,andgoesslowlyeastward,asittendstodoinourpresentclimate,wecallittheMJO.

•  Eastwardpropaga6on(andotherMJOspecifics)appeardependentonthemeanclimate.

•  Simplemodelscandomanythingsformanyreasons.Wenowhavethecapabilitytousecomprehensivemodelstotestmechanisms.

Page 17: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Roundy(2012)showsthattheMJO-Kelvinsepara6oninspectraldiagramsresultsfrommixingofeventswithdifferentproper6esineasterly&westerlybasestates.Nosepara6oninmeanwesterlies.Con6nuousMJO-Kelvintransi6on(2012b)?

Page 18: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

Infactwecanseethetransi6oninpressure-windrela6oninmanyindividualeventsastheymoveeastfromIndiantoPacificOcean(Sobel&Kim2012).

Surfacepressure(contours)Zonalwindat850hPa(arrows)OLR(colors)

Page 19: MJO in idealized and comprehensive models (and observaons)...• mechanism denial (Landu and Maloney 2011, Kim et al. 2011, Arnold and Randall 2015, Wang et al. 2013, 2016, Ma and

In other models, radiative feedbacks are important while surface turbulent flux feedbacks are not – but both are moist static energy sources

radiative contribution to maintenance of MSE anomaly

Andersen and Kuang 2011