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The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to...

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Xianglei Huang University of Michigan The weakening of tropical circula3on in response to global warming: a perspec3ve from the radia3ve‐convec3ve equilibrium Contributors: Hui-wen Chuang, Xiuhong Chen (Michigan), Andrew Dessler (TAMU), Ken Minschwaner (NMT), V. Ramaswamy, Yi Ming (NOAA/GFDL) Acknowledgements: NSF ATM 0755310 and NASA NNX11AH55G
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Page 1: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

XiangleiHuang

UniversityofMichigan

Theweakeningoftropicalcircula3oninresponsetoglobalwarming:aperspec3vefromtheradia3ve‐convec3veequilibrium

Contributors: Hui-wen Chuang, Xiuhong Chen (Michigan), Andrew Dessler (TAMU), Ken Minschwaner

(NMT), V. Ramaswamy, Yi Ming (NOAA/GFDL)

Acknowledgements: NSF ATM 0755310 and NASA NNX11AH55G

Page 2: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Outline

• Mo3va3onandintroduc3on•  Two‐boxRCEmodel

•  AnRCE‐basedheuris3cargument

•  ComparisonwithGFDLsimula3ons

•  Conclusions

Page 3: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Mo3va3ons:Weakeningcircula3on•  WeakeningoftheWalkercircula3on(∇SLP,ω500)

•  Vs.thechangeofHadleycircula3on

Knutson & Manabe, 1995; Zhang & Song, 2006; Vecchi et al., 2006; Vecchi & Soden, 2007 �

(Zhang & Song 2006)

(Vecchi et al., 2006)

Page 4: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Mo3va3ons:Weakeningcircula3on

•  Nocomprehensiveexplana3onsofar•  Knutson&Manabe(1995)

–  examinedfactorssuchaslapserateandqradinUT

•  Held&Soden(2006):

IPCC AR4 GCMs project ~2%/K and ~7%/K

~ -5%/K (Global average)

Hold true for the global average, not for the Walker circulation

Page 5: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Two‐boxRCEmodel•  Inthetropics

Descending motion: Adiabatic warming

Balanced by the clear-sky radiative cooling

  Downward velocity in the clear-sky box QR: clear-sky radiative cooling rate �-dT/dz: lapse rate �Γd: dry-adiabatic lapse rate �g: gravity acceleration Cp: specific heat capacity of dry air

Mass flux balance between two boxes

Convective heating (cloudy sky)�

Radiative cooling (clear sky) �

Page 6: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

MinschwanerandDessler(2004)

Page 7: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Aheuris3cargument(1)1.  Clear‐skyQRinthetroposphereismainlyduetowatervapor

absorp3onandemission.

(K/day/cm-1)

•  water vapor pure rotational band

• Continuum absorption

Page 8: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Aheuris3cargument(2)2.Cooling‐to‐space(CTS)approxima3on(Rodgers&Walshaw,1966),i.e.,

  Atthetopoftheatmosphere(TOA)

ρ 0, so W(TOA) 0

  Atthesurface e-τ 0, so W(surface) 0

W(z)has aconvexcurvature,W(z)peaksatτ~1andveryclosetothepeakofQR.

weighting function W(z),

W ~ dT /dz ~ ρ k e-τ

Roger & Walshaw, 1966

Page 9: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

AheurisHcargument(3)

AsketchofthechangeofdiffusiveweighHngfuncHon

τ ~ 1 (20C) 1xCO2

τ ~ 1 (21C) 2xCO2 z0

z

dTdiff/dz (i.e. W)

TOA

surface

Above z0:W21C > W20C QR21C> QR20C ω21c > ω20C Below z0: ω21c < ω20C (weakened circulation)

If all other UNCHANGED

z0

•  In reality, as Ts warms •  ΔT(z) >0→ΔB(T)>0 •  (dT/dz)21c >(dT/dz)20c as UT warms faster than LT

3.  T(surface)watervaporal3tudeoftheWv(z)peak

Page 10: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Ques3ons

•  Can such simple RCE framework give a reasonable estimation of the change of vertical velocity simulated by the coupled-GCM?

•  If so, can it be used to assess the relative importance of each contributing factor?

Page 11: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Modelanddataanalysis

•  TheGFDLCM2.1coupled‐GCMruns•  Historicalrunforthe20thcentury•  SA1Brunforthe21thcentury• MonthlymeanoutputofT,ω,(dT/dt)SW_clr,(dT/dt)LW_clr,(dT/dt)SW,(dT/dt)LW

•  Innertropicsonly(3ºS–17ºN)•  Two30‐yearsegements

–  1971‐2000(20C)vs.2071‐2100(21C)

8⁰N

3⁰S

17⁰N

Page 12: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

VerifyfromGFDLCM2.1

Clear-sky cooling rate (SW+LW) (K/day) (dTdiff/dz) for 0-400cm-1 only

Page 13: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Difference•  similar patterns below 250 and above PBL

weakened circulation�RCE �

GFDL output�

Estimated from RCE �

Page 14: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Sensi3vitytest �

∆ω =ω(QR|f,dT/dz|f)‐ω(QR|c,dT/dz|c)

∆ω=ω(QR|f,dT/dz|c)‐ω(QR|c,dT/dz|c)

∆ω=ω(QR|c,dT/dz|f)‐ω(QR|c,dT/dz|c) �

f: future (21C) c: current (20C)

Page 15: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Sensi3vitytest

QR dominates�

Lapse rate Γ dominates�

Both QR and Γ contribute�

est.: Δω from RCE

est.1: Δω only QR changed

est.2: Δω only Γ changed�

Page 16: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Time-dependent behaviors

Page 17: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

SummaryandDiscussion•  2‐boxRCEframeworkexplainstheweakeningofWalker

circula3onasaresultoflapserateandcoolingratechangesinresponsetothewarmingofsurface.

•  SeparatetheeffectsonthechangeofWalkercircula3on  theeffectoflapseratechange

  theeffectofradia3vecoolingchange

CoolingrateQR LapserateΓ

Upper + –

Middle – –Lower – –

Page 18: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

SummaryandDiscussion(II)•  It’swellknownthatforcolumn‐integratedcoolingΔQR>0(soLΔprecip~ ΔQR)

•  ButtheUTandLTchangesaredifferent.Thisisalsotruefortheen3retropicalaverageorglobalaverage

Clear-sky net cooling rate (K/day)

Global average

Clear-sky net cooling rate (K/day)

Tropics

Page 19: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

ThankYou!

Page 20: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:
Page 21: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Calcula3onfromRCE

Weakened circulation�

Page 22: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

ComparingwithGFDLCM3output

•  Computethedownwardω:�

onlyaverageoverthegridboxwithamonthly‐meandownwardωforeachmonthandeachpressurelevel.

Sametoupwardω

InRCE:ωdnAdn=ωupAup(Aup<<Adn)Here:ωdnAdn=ωupAup(Adn~Aup) �

•  (ωup)RCE>>(ωup)here•  Butωdnmightbecomparable

•  ThefracHonofinnertropicswithdownwardmonthly‐meanωremainsessenHallysamefrom20Cto21C.

Page 23: The weakening of tropical circulaon in response to global warming · 2012. 5. 8. · response to global warming: a perspecve from the radiave ‐convecve equilibrium Contributors:

Contribu3onfromeachfactor

  Sofardirectoutputisused(everychangeincluded)  Δω fromtheRCEiscomparabletoΔω fromtheGFDL

modeloutput

  NowwecancomputeΔω bychangingQRandlapserateseparately

f: future (21C) c: current (20C)


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