hurricane physics kerry emanuel massachusetts institute of technology

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Hurricane Physics Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

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Page 1: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Hurricane PhysicsHurricane Physics

Kerry Emanuel

Massachusetts Institute of Technology

Page 2: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

ProgramProgram

• Overview of hurricanes

• Physics of mature, steady hurricanes

• The genesis problem

Page 3: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

1. Overview: What is a Hurricane?1. Overview: What is a Hurricane?

Formal definition: A tropical cyclone with 1-min average winds at 10 m altitude in excess of 32 m/s (64 knots or 74 MPH) occurring over the North Atlantic or eastern North Pacific

A tropical cyclone is a nearly symmetric, warm-core cyclone powered by wind-induced enthalpy fluxes from the sea surface

Page 4: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Tracks of all tropical cyclones, 1985-Tracks of all tropical cyclones, 1985-20052005

Source: Wikipedia

Page 5: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Hurricane StructureHurricane Structure

Page 6: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

The View from SpaceThe View from Space

Page 7: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Hurricane Structure: Wind Speed

Azimuthal component of wind

< 11 5 ms< 11 5 ms-1-1 -- > 60 ms> 60 ms-1-1

Page 8: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Updraft Speed

Vertical Air Motion

Strong upward motion in the eyewall

Page 9: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Specific entropySpecific entropy

Page 10: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 11: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Physics of Mature HurricanesPhysics of Mature Hurricanes

Page 12: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Energy ProductionEnergy Production

Page 13: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

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

• Isothermal expansion

• Adiabatic expansion

• Isothermal compression

• Adiabatic compressionNote: 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 energy production:

s o

s

T TP Q

T

Page 14: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 15: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Total rate of heat input to hurricane:

0 * 300

2 | | | |r

k DQ C k k C rdr V V

Surface enthalpy fluxDissipative heating

In steady state, energy production is used to balance frictional dissipation:

0 3

02 | |

r

DD C rdr V

Page 16: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Plug into Carnot equation:

0 03 *00 0

| | | |r r

s oD k

o

T TC rdr C k k rdr

T 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

Note: This equation can be derived exactly from the governing equations

Page 17: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Theoretical Upper Bound on Theoretical Upper Bound on Hurricane Maximum Wind Speed:Hurricane Maximum Wind Speed:

*2| |0

C T Tk s oV k kpot TC

oD

Air-sea enthalpy disequilibrium

Surface temperature

Outflow temperature

Ratio of exchange coefficients of enthalpy and momentum

Page 18: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 19: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

0o 60oE 120oE 180oW 120oW 60oW

60oS

30oS

0o

30oN

60oN

0 10 20 30 40 50 60 70 80

Annual Maximum Potential Intensity (m/s)Annual Maximum Potential Intensity (m/s)

Page 20: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Thermodynamic disequilibrium necessary to Thermodynamic disequilibrium necessary to maintain ocean heat balance:maintain ocean heat balance:

Ocean mixed layer Energy Balance (neglecting lateral heat transport):

*0| |k entrainC k k F F F

sV

2

| |entrains o

poto D s

F F FT TV

T C

V

Greenhouse effect

Mean surface wind speedWeak explicit

dependence on Ts

Ocean mixed layer entrainment

Page 21: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Dependence on Sea Surface Dependence on Sea Surface Temperature (SST):Temperature (SST):

Page 22: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Relationship between potential Relationship between potential intensity (PI) and intensity of intensity (PI) and intensity of

real tropical cyclonesreal tropical cyclones

Page 23: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 24: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 25: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Why do real storms seldom reach Why do real storms seldom reach their thermodynamic potential?their thermodynamic potential?

One Reason: Ocean Interaction

Page 26: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Strong Mixing of Upper Ocean

Page 27: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Mixed layer depth and Mixed layer depth and currentscurrents

Page 28: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

SST ChangeSST Change

Page 29: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Comparing Fixed to Interactive SST:Comparing Fixed to Interactive SST:

Page 30: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

A good simulation of Camille can only be obtained by assuming thatA good simulation of Camille can only be obtained by assuming thatit traveled right up the axis of the Loop Current:it traveled right up the axis of the Loop Current:

Page 31: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 32: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

2. Sea Spray2. Sea Spray

Page 33: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 34: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 35: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

3. Wind Shear3. Wind Shear

Page 36: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

What controls global tropical What controls global tropical cyclone frequency?cyclone frequency?

• In today’s climate, tropical cyclones must be triggered by independent disturbances

• Tropical cyclone models also require finite amplitude perturbations to initiate hurricanes

Page 37: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Global Tropical Cyclone Frequency, Global Tropical Cyclone Frequency, 1970-20081970-2008

Data Sources: NOAA/TPC and NAVY/JTWC

Page 38: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

When/Why Does Convection Form When/Why Does Convection Form Clusters?Clusters?

Page 39: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Monsoonal Thunderstorms, Bangladesh and India July 1985

Page 40: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Simplest Statistical Equilibrium Simplest Statistical Equilibrium State:State:

Radiative-Convective EquilibriumRadiative-Convective Equilibrium

Page 41: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Vertically integrated water vapor at 4 days (Nolan et al., Vertically integrated water vapor at 4 days (Nolan et al., QJRMS, 2007)QJRMS, 2007)

Page 42: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Vertically integrated water vapor at 4 (a), 6 (b), 8 (c), Vertically integrated water vapor at 4 (a), 6 (b), 8 (c), and 10 (d) days (Nolan et al., QJRMS, 2007)and 10 (d) days (Nolan et al., QJRMS, 2007)

Page 43: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Nolan et al., QJRMS, 2007Nolan et al., QJRMS, 2007

Page 44: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Empirical Necessary Conditions for Self-Aggregation Empirical Necessary Conditions for Self-Aggregation (after Held et al., 1993; Bretherton et al., 2005; Nolan et al.;

2007)

• Small vertical shear of horizontal wind

• Interaction of radiation with clouds and/or water vapor

• Feedback of convective downdraft surface winds on surface fluxes

• Sufficiently high surface temperature

Page 45: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Self-Aggregation is Temperature-Dependent Self-Aggregation is Temperature-Dependent (Nolan et al., 2007; Emanuel and Khairoutdinov, in preparation,

2009)

Page 46: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

HypothesisHypothesis

• At high temperature, convection self-aggregates

• →Horizontally averaged humidity drops dramatically

• →Reduced greenhouse effect cools system

• →Convection disaggregates

• →Humidity increases, system warms

• →System wants to be near phase transition to aggregated state

Page 47: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Recipe for Self-Organized CriticalityRecipe for Self-Organized Criticality(First proposed by David Neelin, but by different (First proposed by David Neelin, but by different

mechanism)mechanism)

• System should reside near critical threshold for self-aggregation

• Convective cluster size should follow power law distribution

Page 48: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Toy ModelToy Model

Page 49: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

PropertiesProperties

• PBL quasi-equilibrium enforced• Bulk aerodynamic surface fluxes with convective

gustiness• Albedo and emissivity simple weighted average of

clear and cloudy regions• Water vapor-dependent clear sky emissivity• Horizontally uniform temperature but variable moist

static energy (i.e. water vapor) at mid-level• Vertical motion calculated to enforce zero horizontal

temperature gradient• PBL moist static energy adjusted to yield zero

domain-averaged vertical motion• Slow horizontal diffusion of moisture at mid-level

Page 50: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

ResultsResultsSelf-Aggregation Occurs for:Self-Aggregation Occurs for:

• Small or negative gross moist stability

• Sufficiently large feedback between convective gustiness and surface enthalpy fluxes

• Sufficiently high surface temperature

Page 51: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Example:Example:

Page 52: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Summary of Toy Model ResultsSummary of Toy Model Results• Self-aggregation driven by convective

gustiness at high temperature

• No self-aggregation at low temperature

• Aggregated state is much drier at mid levels

• System tends towards self-organized criticality (SOC)

• Climate sensitivity of SOC state much lower (0.04 K/Wm-2) than sensitivity of uniform convection (0.2 K/Wm-2)

Page 53: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Preliminary Suggestion of Self-Organized Preliminary Suggestion of Self-Organized Criticality in Full-Physics CRMCriticality in Full-Physics CRM

Page 54: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Extension to f-planeExtension to f-plane

Distance between vortex

centers scales as

Vpot/f

Page 55: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

SummarySummary• Hurricanes are almost perfect Carnot

heat engines, operating off the thermodynamic disequilibrium between the tropical ocean and atmosphere, made possible by the greenhouse effect

• Most hurricanes are prevented from reaching their potential intensity by storm-induced ocean cooling and environmental wind shear

Page 56: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

• Hurricanes result from a finite-amplitude instability of the tropical ocean-atmosphere system

• Clustering of convection into both non-rotating clusters and tropical cyclones may be an example of self-organized criticality in geophysics

Page 57: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Ocean FeedbackOcean Feedback

Page 58: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Ocean Thermohaline CirculationOcean Thermohaline Circulation

Page 59: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

TC Mixing May Induce Much or Most of the Observed Poleward Heat Flux by the Oceans

Trenberth and Caron, 2001Trenberth and Caron, 2001

Page 60: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

A hot plate is brought in contact with the left half of the surface of a swimming pool of cold water. Heat diffuses downward and the warm water begins to rise. The strength of the circulation is controlled in part by the rate of heat diffusion. In the real world, this rate is very, very small.

Page 61: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Adding a stirring rod to this picture greatly enhances the circulation by mixing the warm water to greater depth and bringing more cold water in contact with the plate. The strength of the lateral heat flux is proportional to the 2/3 power of the power put into the stirring, and the 2/3 power of the temperature of the plate.

Page 62: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology
Page 63: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Coupled Ocean-Atmosphere model run for 67 of the 83 tropical cyclones that occurred in calendar year 1996 Accumulated TC-induced ocean heating divided by 366 days Result: Net column-integrated heating of ocean induced by global tropical cyclone activity:

151.4 0.7 10 W

Page 64: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

TC Mixing May Induce Much or Most of the Observed Poleward Heat Flux by the Oceans

Trenberth and Caron, 2001Trenberth and Caron, 2001

Page 65: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

Transient experiment by Rob KortyTransient experiment by Rob Korty

Page 66: Hurricane Physics Kerry Emanuel Massachusetts Institute of Technology

TC-Mixing may be Crucial for High-Latitude Warmth and Low-Latitude Moderation During Warm Climates, such as that of

the Eocene