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Tropical Cyclones: Steady State Physics

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Page 1: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Tropical Cyclones: Steady State Physics

Page 2: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Energy ProductionEnergy Production

Page 3: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Carnot Theorem: Maximum efficiency results from a particular energy cycle:

• Isothermal expansion• Adiabatic expansion• Isothermal compression• Adiabatic compression

Note: Last leg is not adiabatic in hurricane: Air cools radiatively. But since environmental temperature profile is moist adiabatic, the amount of radiative cooling is the same as if air were saturated and descending moist adiabatically.

Maximum rate of working:s o

s

T TW QT−

=

Page 4: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Total rate of heat input to hurricane:

( )0 * 300

2 | | | |r

k DQ C k k C rdrπ ρ = − + ∫ V V

Surface enthalpy flux Dissipative heating

In steady state, Work is used to balance frictional dissipation:

0 3

02 | |

r

DW C rdrπ ρ = ∫ V

Page 5: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Plug into Carnot equation:

( )0 03 *00 0

| | | |r rs o

D ko

T TC rdr C k k rdrT

ρ ρ− = − ∫ ∫V V

If integrals dominated by values of integrands near radius of maximum winds,

( )2 *| |max 0C T Tk s oV k kC TD o

−→ ≅ −

Page 6: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Problems with Energy Bound:

• Implicit assumption that all irreversible entropy production is by dissipation of kinetic energy. But outside of eyewall, cumuli moisten environment....accounting for almost all entropy production there

• Approximation of integrals dominated by high wind region is crude

Page 7: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Local energy balance in eyewall region:

Page 8: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Definition of streamfunction, ψ:

,rw rur zψ ψρ ρ∂ ∂

= = −∂ ∂

Flow parallel to surfaces of constant ψ, satisfies mass continuity:

( ) ( )1 1 0ru rwr r r z

ρ ρ∂ ∂+ =

∂ ∂

Page 9: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Variables conserved (or else constant along streamlines) above PBL, where flow is considered reversible, adiabatic and axisymmetric:

Energy: 21 | |2p vE c T L q gz= + + + V

Entropy: ** ln ln vp d

L qs c T R pT

= − +

Angular Momentum:

212

M rV fr= +

Page 10: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

First definition of s*:

* *p vTds c dT L dq dpα= + −Steady flow:

p pdp dr dzr z

α α α∂ ∂= +

∂ ∂

Substitute from momentum equations:

[ ]2Vdp dz g w dr fV ur

α

= − + ∇ + + − ∇

V Vi i

(1)

(2)

Page 11: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Identity:

( ) ( ) ( )2 21 1 ,2

w dz u dr d u w drς ψ

ρ∇ + ∇ = + +V Vi i

whereu wz r

ς ∂ ∂≡ −∂ ∂

azimuthal vorticity

(3)

Substituting (3) into (2) and the result into (1) gives:

2 1* VTds dE VdV fV dr dr r

ς ψρ

= − − + +

(4)

Page 12: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

One more identity:

2

2

12

V MVdV fV dr f dMr r

+ + = −

Substitute into (4):

2

1 1 ,2

MTds dM d d E fMr r

ξ ψρ

+ − = +

Note that third term on left is very small: Ignore

(5)*

Page 13: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Integrate (5) around closed circuit:

Right side vanishes; contribution to left only from end points

Page 14: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

( ) 2 2

1 1* 0b ob o

T T ds MdMr r

− + − =

( )2 2

1 1 *b o

b o

dsT Tr r MdM

→ = − − (6)

Mature storm: :o br r>>

( )2

*b o

b

M dsT Tr dM

→ ≅ − − (7)

Page 15: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

In inner core, V fr>>

M rV→ ≅

( ) *b b b o

dsV r T TdM

≅ − − (8)

Convective criticality: * bs s=

( ) bb b b o

dsV r T TdM

→ ≅ − − (9)

Page 16: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

dsb /dM determined by boundary layer processes:

Page 17: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Put (7) in differential form:

( ) 2 0,b ods M dMT Tdt r dt

− + =

Integrate entropy equation through depth of boundary layer:

( )* 31 | | | | ,k s D bs

dsh C k k C Fdt T

= − + + V V

(10)

(11)

where Fb is the enthalpy flux through PBL top. Integrate angular momentum equation through depth of boundary layer:

| | ,DdMh C r Vdt

= − V (12)

Page 18: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Substitute (11) and (12) into (10) and set Fb to 0:

( )2 *| | 0C T Tk s oV k kC TD o

−→ = − (13)

Same answer as from Carnot cycle. This is still not a closed expression, since we have not determined the boundary layer enthalpy, k. We can do this using boundary layer quasi-equilibrium as follows. First, use moist static energy, h instead of k:

( )2 *| | 0C T Tk s oV h hC TD o

−= − (14)

p vh k gz c T L q gz≡ + = + +

Page 19: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Convective neutrality: *bh h=First law of thermo:

* * ln ,b b d bdh T ds R T d p= +

Go back to equation (10):

( ) 2 0,b ods M dMT Tdt r dt

− + =

Use definition of M and gradient wind balance:

2lnd

p VR T fVr r

∂= +

(15)

Page 20: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

( )2

* 2 2

2 2 2

1 1 12 2 2

1 1 1 ln .2 2 4

b o

d

VT T ds d V frV f rdr fv drr

d V frV f r R T p

→ − = − + + + + = − + + +

Substitute into (15):

* 2 2 21 1 1 ln2 2 4

bb d o

b o

Tdh d V frV f r R T pT T

= − + + + −

Define an outer radius, ra, where V=0, p=po. Take difference between this and radius of maximum winds:

( )* * 2 21 1ln2 4

2b mb a max m max d o a

ab o

T ph h V fr V R T f rpT T = − + + − −

Page 21: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Relate pm to Vmax using gradient wind equation. But simpler to use an empirical relation:

2ln md s max

a

pR T bVp ≅ −

Also neglect frm in comparison to Vmax. and neglect difference between Ts and Tb:

Substitute into (14):

( )* * 2 2

2

14 .

112

s o ss a a

k o omax

D k s

D o

T T Th h f rC T TVC C T b

C T

−− −

− −

Page 22: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Absolute upper bound on storm size:

( )*2

24 s as oomax

s

h hT TrT f

−−=

1000omaxr km≈

For ro << ro max neglect last term in numerator.

( )2 * *k s omax s a

D o

C T TV h hC T

−≅ − (16)

Page 23: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

( ) ( )( )

( )

* * * *

* 1*( ) 1

s a s ab p s b v s ab

v sa

sv

h h h h c T T L q q

L qe TLp

ε

− = − = − + −

≅ −

= −

o

o

H

H

Since p depends on V, this makes (16) an implicit equation for V. But write expression for wind force instead:

( )2 2 *( ) 1k s o vmax max s

d s D o v s

C T T LpV V e TR T C T R T

ρ −= = − oH

Page 24: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Otherwise, use empirical relationship between V and p:

2

2ln

d s

d sa

Vb R Ta

pR T bVp

p p e−

≅ −

=

( ) ( )

( )

2 * *

2

*( ) 1

*( ) 12max

d s

k s o k s o smax s a v

D o D o

Vb R T k s oa max v s

D o

C T T C T T e TV h h LC T C T p

C T Tp e V L e TC T

ε

ε−

− −≅ − = −

−→ ≅ −

o

o

H

H

Page 25: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Taking natural log of this, the result can be written in the form:

( )2 2ln 0max maxAV V B− − =

Page 26: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 27: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 28: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 29: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 30: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 31: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Numerical simulations

Page 32: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Relationship between potential intensity (PI) and intensity of

real tropical cyclones

Page 33: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 34: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized
Page 35: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

10

20

30

40

50

60

70

80

-80 -60 -40 -20 0 20 40 60 80 100

V (m/s)

Time after maximum intensity (hours)

Wind speed (m/s)

Potential wind speed (m/s)

Page 36: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution with respect to time of maximum intensity

Page 37: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution with respect to time of maximum intensity, normalized by peak wind

Page 38: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution curve of Atlantic storms whose lifetime maximum intensity is limited by declining potential intensity, but not by landfall

Page 39: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution curve of WPAC storms whose lifetime maximum intensity is limited by declining potential intensity, but not by landfall

Page 40: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

CDF of normalized lifetime maximum wind speeds of North Atlantic tropical cyclones of tropical storm strength (18 m s−1) or greater, for those storms whose lifetime maximum intensity was limited by landfall.

Page 41: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

CDF of normalized lifetime maximum wind speeds of Northwest Pacific tropical cyclones of tropical storm strength (18 m s−1) or greater, for those storms whose lifetime maximum intensity was limited by landfall.

Page 42: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution of Atlantic storms whose lifetime maximum intensity was limited by landfall

Page 43: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Evolution of Pacific storms whose lifetime maximum intensity was limited by landfall

Page 44: Tropical Cyclones: Steady State Physicswind.mit.edu/~emanuel/tropical/tropical13.pdf · Atlantic tropical cyclones of tropical storm strength (18 m s−1) or ... CDF of normalized

Composite evolution of landfalling storms