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Atmosphere–Ocean Interactions 11. Monsoon Systems Saturday, September 28, 13

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Page 1: Atmosphere–Ocean Interactions

Atmosphere–OceanInteractions

11. Monsoon Systems

Saturday, September 28, 13

Page 2: Atmosphere–Ocean Interactions

Outline1. What are monsoons?

2. The Asian monsoon

3. The global monsoon

4. The role of atmosphere–ocean coupling

5. Simulating monsoons

Saturday, September 28, 13

Page 3: Atmosphere–Ocean Interactions

Monsoons1. The term monsoon comes from seasonal variations in

winds, though it is often extended to precipitation

2. Monsoons arise from seasonal reversals in heating and temperature gradients between land and ocean

3. Monsoon climate regimes affect approximately three billion people

4. Understanding monsoons is important for agricultural planning and flood and drought mitigation

5. Monsoons vary on a variety of timescales: biweekly, intraseasonally (30–60 days), interannually (e.g., ENSO), and interdecadally

Saturday, September 28, 13

Page 4: Atmosphere–Ocean Interactions

The Asian Monsoon:

East Asian monsoon

Western North Pacific monsoon

Precipitation

South Asian monsoon

Annual cycle of precipitation

Wang et al., Marine Geology, 2003Saturday, September 28, 13

Page 5: Atmosphere–Ocean Interactions

South Asian Monsoon1. Strongest and best known of the regional monsoons

2. Carries moist air from the Indian Ocean to South Asia

3. Accounts for approximately 80% of the rainfall in India

4. Driven by strong heating over the Tibetan Plateau, which reverses the low-level pressure gradient

boreal winter boreal summer

Saturday, September 28, 13

Page 6: Atmosphere–Ocean Interactions

East Asian Monsoon1. Carries moist air from South Asia to East Asia

2. Affects approximately one-third of global population (China, Korea, Japan)

3. Driven by temperature differences between Asia and the Pacific Ocean

boreal winter boreal summermonsoonrainband

Saturday, September 28, 13

Page 7: Atmosphere–Ocean Interactions

Western North Pacific Monsoon1. An oceanic component of the Asian monsoon system

2. Important for tropical cyclone tracks in the Pacific

Saturday, September 28, 13

Page 8: Atmosphere–Ocean Interactions

The Strength of the Monsoon

Webster, 2006

Large-scale vertical wind shear

Saturday, September 28, 13

Page 9: Atmosphere–Ocean Interactions

The Strength of the Monsoon

Webster, 2006

Large-scale vertical wind shear

Saturday, September 28, 13

Page 10: Atmosphere–Ocean Interactions

The Strength of the Monsoon

Webster, 2006

Large-scale vertical wind shear

large differences in low-level winds may affect atmosphere–

ocean interactionsSaturday, September 28, 13

Page 11: Atmosphere–Ocean Interactions

Webster, 2006

The Coupled MonsoonHeat transport in the ocean

out of phase with solar heating

MODEL ESTIMATES

OBSERVATIONAL ESTIMATES

Northward during late autumn and winter, southward during

spring, summer and early autumn

Saturday, September 28, 13

Page 12: Atmosphere–Ocean Interactions

Webster, 2006

Indian Ocean Dipolecoldwarm more rain over East Africa

Saturday, September 28, 13

Page 13: Atmosphere–Ocean Interactions

Webster, 2006

SST GRADIENT DRIVES EASTERLIES

EASTERLIES PUSH UP SSHIN THE WEST

DOWNWELLING WAVES ENHANCE THE ANOMALY

EKMAN TRANSPORT ASSOCIATEDWITH MONSOON ONSETREVERSES THE ANOMALY

Saturday, September 28, 13

Page 14: Atmosphere–Ocean Interactions

Webster, 2006

The Coupled Annual Cycle

WARMESTSSTs

UPWELLINGIN WEST IO

ASIANMONSOON

AUSTRALIANMONSOON

Saturday, September 28, 13

Page 15: Atmosphere–Ocean Interactions

Webster, 2006

The Coupled Annual Cycle

WARMESTSSTs

UPWELLINGIN WEST IO

ASIANMONSOON

AUSTRALIANMONSOON

Saturday, September 28, 13

Page 16: Atmosphere–Ocean Interactions

Webster, 2006

The Asian Monsoon

Saturday, September 28, 13

Page 17: Atmosphere–Ocean Interactions

Webster, 2006

The Asian Monsoon

Saturday, September 28, 13

Page 18: Atmosphere–Ocean Interactions

Webster, 2006

The ocean moves energy from summer hemisphere to

winter hemisphere

Atmosphere moves energy from winter hemisphere to

summer hemisphere

Saturday, September 28, 13

Page 19: Atmosphere–Ocean Interactions

Webster, 2006

The Asian Monsoon

S�T (t) = ⇢wCw

ZZH(t)

@T (t)

tdxdy

S�H(t) = ⇢wCw

ZZT (t)

@H(t)

@tdxdy

Saturday, September 28, 13

Page 20: Atmosphere–Ocean Interactions

Webster, 2006

The Coupled Annual Cycle•without ocean transport, buoyancy gradient would be large...•...ocean transport is driven by atmospheric circulation...•...atmospheric circulation is driven by the surface fluxes associated with the buoyancy gradient•monsoon seasonal cycle modulated by negative atmosphere–ocean feedback associated with Ekman transport

Saturday, September 28, 13

Page 21: Atmosphere–Ocean Interactions

Interannual Variability

Webster, 2006Saturday, September 28, 13

Page 22: Atmosphere–Ocean Interactions

Interannual Variability

Webster, 2006

Why?

Saturday, September 28, 13

Page 23: Atmosphere–Ocean Interactions

Webster, 2006

Asian monsoon variabilityfirst tied to ENSO in 1920s

ENSO

El Niño ~ below averageLa Niña ~ above average

Saturday, September 28, 13

Page 24: Atmosphere–Ocean Interactions

Webster, 2006

Asian monsoon variabilityfirst tied to ENSO in 1920s

ENSO

El Niño ~ below averageLa Niña ~ above average

Accounts for about 40%of monsoon variance

Saturday, September 28, 13

Page 25: Atmosphere–Ocean Interactions

Webster, 2006

Asian monsoon variabilityfirst tied to ENSO in 1920s

ENSO

El Niño ~ below averageLa Niña ~ above average

Strength of relationshipvaries with time

Accounts for about 40%of monsoon variance

> –0.8 < –0.2 > –0.8

Saturday, September 28, 13

Page 26: Atmosphere–Ocean Interactions

Webster, 2006

Asian monsoon variabilityfirst tied to ENSO in 1920s

ENSO

El Niño ~ below averageLa Niña ~ above average

Strength of relationshipvaries with time

Accounts for about 40%of monsoon variance

> –0.8 < –0.2 > –0.8

biennial variability?

Saturday, September 28, 13

Page 27: Atmosphere–Ocean Interactions

Webster, 2006

The Asian Monsoon

Saturday, September 28, 13

Page 28: Atmosphere–Ocean Interactions

Webster, 2006

Biennial VariabilityWARM SSTs LEAD

TO STRONG MONSOONSTRONG MONSOON ENHANCES

MIXING/EVAP, COOLING SST

REVERSAL OF E–W GRADIENTLEADS TO STRONG MONSOON

COOL SSTs LEADTO WEAK MONSOON

Saturday, September 28, 13

Page 29: Atmosphere–Ocean Interactions

Webster, 2006

The Asian Monsoon

Tendency for weak monsoon to follow strongmonsoon and vice versa

Saturday, September 28, 13

Page 30: Atmosphere–Ocean Interactions

Intraseasonal Variability

Webster, 2006Saturday, September 28, 13

Page 31: Atmosphere–Ocean Interactions

Goswami, 2005

active breakmonsoon

inactive activeMJO

Intraseasonal Variability: MJO?

Saturday, September 28, 13

Page 32: Atmosphere–Ocean Interactions

Webster, 2006

Intraseasonal Variability: MJO?

Saturday, September 28, 13

Page 33: Atmosphere–Ocean Interactions

Webster, 2006

OHT respondsto high-frequency

wind forcings

Coupled Intraseasonal VariabilityOCEAN HEAT TRANSPORT

Saturday, September 28, 13

Page 34: Atmosphere–Ocean Interactions

Webster, 2006

OHT respondsto high-frequency

wind forcings

Coupled Intraseasonal VariabilityOCEAN HEAT TRANSPORT

Saturday, September 28, 13

Page 35: Atmosphere–Ocean Interactions

The Coupled Monsoon1. How is the upper ocean temperature anomaly

maintained from year to year? Is the dipole involved?

2. Cold Indian Ocean » weak monsoon » less ocean heat transport » warm Indian Ocean » strong monsoon...

3. Weak monsoon circulation reduces upwelling along east coast of Africa and increases upwelling along the west coast of Sumatra (cold in the east, warm in the west) – strong monsoon has opposite effect

4. Dipole and its influence on equatorial waves introduces slow dynamics to the system, enhancing and prolonging the SST patterns that regulate the monsoon

Saturday, September 28, 13

Page 36: Atmosphere–Ocean Interactions

Webster, 2006Saturday, September 28, 13

Page 37: Atmosphere–Ocean Interactions

The Global Monsoon1. Monsoon climates characterized by seasonal reversal of

winds. This reversal is global, not just regional

2. Regional monsoons are coordinated primarily by the annual cycle of solar heating

3. Tied to the Hadley and Walker circulations (the ‘lateral’ and ‘transverse’ monsoons)

Trenberth, 2006Saturday, September 28, 13

Page 38: Atmosphere–Ocean Interactions

The Global Monsoon

Webster, 2006

NH MONSOON

SH MONSOON

Saturday, September 28, 13

Page 39: Atmosphere–Ocean Interactions

Asia-Australian Monsoon1. In addition to Asian monsoon, Australian monsoon

2. Associated with the seasonal migration of heating between the northern and southern hemispheres

Saturday, September 28, 13

Page 40: Atmosphere–Ocean Interactions

North America

South America

Africa

Other Regional Monsoons

Saturday, September 28, 13

Page 41: Atmosphere–Ocean Interactions

Wang & Ding, Dyn. Atmos. Oceans 2008

EOF analysis: annual cycleof precipitation and winds

solstice mode: annualcycle with maximum in July

and minimum in January

equinox mode: annualcycle with maximum in April

and minimum in October

semi-annual mode: maximain April and October

First two modes explain84% of total variance!

Saturday, September 28, 13

Page 42: Atmosphere–Ocean Interactions

Wang & Ding, Dyn. Atmos. Oceans 2008

solstice mode: regional monsoons

equinox mode: oceans cool more slowly

Saturday, September 28, 13

Page 43: Atmosphere–Ocean Interactions

Wang & Ding, Dyn. Atmos. Oceans 2008

combining principal components, get a representation ofglobal land–ocean monsoon system annual cycle

The Global Monsoonboreal monsoon

austral monsoon

solstice modeequinox mode

Saturday, September 28, 13

Page 44: Atmosphere–Ocean Interactions

Wang & Ding, Dyn. Atmos. Oceans 2008

Global Monsoon Domain

(provided annual mean precipitation > 300 mm)

MPI = annual range of precipitation

annual mean precipitation > 0.5

Saturday, September 28, 13

Page 45: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

the multimodel mean outperforms all individual models

observations

range of individual model performanceSaturday, September 28, 13

Page 46: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

differences amongobservations

CMIP5 error structure similar to earlier models (CMIP3)

Saturday, September 28, 13

Page 47: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

wind simulated better than rainfall

reanalyses

mon

soon

rai

nfal

l

monsoon winds

Saturday, September 28, 13

Page 48: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

wind simulated better than rainfall

reanalyses

some improvement in newer models, particularly for rainfall

mon

soon

rai

nfal

l

monsoon winds

Saturday, September 28, 13

Page 49: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

newer models slightly better, but amplitude is still too weak

monsoon rainfall during El Niño

Saturday, September 28, 13

Page 50: Atmosphere–Ocean Interactions

Simulating the Asian Monsoon

Sperber et al., Clim. Dyn. 2012

leng

th o

f mon

soon

sea

son

start of monsoon season

wide range of performance simulating onset and duration

newer models generally better

Saturday, September 28, 13

Page 51: Atmosphere–Ocean Interactions

Simulating the Global Monsoon

Lee and Wang, Clim. Dyn. 2012

some problem areas:

•Eastern Indian Ocean•Bay of Bengal•equatorial western Pacific•tropical Brazil•Maritime Continent •Philippines•high-elevation areas like the Andes and the Tibetan Plateau

Saturday, September 28, 13

Page 52: Atmosphere–Ocean Interactions

Simulating the Global Monsoon

Lee and Wang, Clim. Dyn. 2012

•models tend to underestimate solstice mode, especially for East Asia and South China Sea•models tend to overestimate the equinox mode, with greater spread•multi-model mean captures monsoon intensity well, except over East Asia and W North Pacific

multi-model mean again better than individual models

(equinox mode)(annual mean)

(solstice mode) (intensity)

multi-model mean

Saturday, September 28, 13

Page 53: Atmosphere–Ocean Interactions

Simulating the Global Monsoon

Lee and Wang, Clim. Dyn. 2012

newer models again perform slightly better

multi-model mean

annu

al c

ycle

annual mean precipitation intensity

best four models

Saturday, September 28, 13

Page 54: Atmosphere–Ocean Interactions

Simulating the Global Monsoon

Hsu et al., J. Geophys. Res. 2013

(global monsoon area)(global monsoon precipitation)(global monsoon intensity)

multi-model mean reproduces the global monsoon, but the inter-model spread is large

CMIP5 projects future increases in area, precipitation, and intensity

Saturday, September 28, 13

Page 55: Atmosphere–Ocean Interactions

Monsoons1. Seasonal variations in winds and precipitation due to

seasonal variations in heating and T, p gradients

2. Can be defined either regionally or globally

3. Monsoons arise from coupled interactions between the atmosphere and ocean

4. Coupled models are often able to capture the basics of monsoon dynamics, but the multi-model ensemble mean generally performs ‘better’ than any individual models

5. Model representations of the monsoon have improved over the past decade

Saturday, September 28, 13