a proposed mechanism for enso asymmetries in transition ......summary higher likelihood of warm →...

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A proposed mechanism for ENSO asymmetries A proposed mechanism for ENSO asymmetries in Transition, Duration and Amplitude in Transition, Duration and Amplitude Kit Yan Choi (Princeton University) Gabriel A. Vecchi (GFDL) AGU Fall Meeting (Dec 7, 2012)

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Page 1: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

A proposed mechanism for ENSO asymmetriesA proposed mechanism for ENSO asymmetriesin Transition, Duration and Amplitudein Transition, Duration and Amplitude

Kit Yan Choi (Princeton University)Gabriel A. Vecchi (GFDL)

AGU Fall Meeting (Dec 7, 2012)

Page 2: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetries: ● Amplitude: El Niño tends to be stronger than La Niña ● Duration: La Niña persists longer● Sequencing: El Niño tends to be followed by La Niña

El Niño – Southern OscillationEl Niño – Southern Oscillation

1/13

[K]

Page 3: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetry in duration: Cold events last longer

2/13

Page 4: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetry in duration: Cold events last longer

2/13

Page 5: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetry in duration: Cold events last longer

Page 6: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

3/13

Page 7: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

3/13

Page 8: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Proposed mechanism

What causes the asymmetries of ENSO in(1) Amplitude (2) Duration and (3) Sequencing?

Air-Sea coupling efficiency is higher during warm conditions, lower during cold conditions, at the Pacific Ocean.

This can result in the above asymmetries in a consistent way.

4/13

Page 9: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Air-Sea coupling for ENSOAir-Sea coupling for ENSOEfficiency: how strong surface wind stress responds to changes in SST

5/13

La Nina El Nino

Climatology

Page 10: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Wind responds more strongly to warm conditionsWind responds more strongly to warm conditions

6/13

Page 11: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Wind responds more strongly to warm conditionsWind responds more strongly to warm conditions

6/13

Page 12: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Wind responds more strongly to warm conditionsWind responds more strongly to warm conditions

6/13

Page 13: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

7/13

Modified delayed Modified delayed OscillatorOscillator

Damping Positive feedback DelayedNegative feedback

Page 14: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Modified delayed Modified delayed OscillatorOscillator

120E 80W

T

7/13

Page 15: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

τx

T

r = 0

0

0

7/13

Modified delayed Modified delayed OscillatorOscillator

Page 16: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

τx 0 < r <1

0

0

7/13

Modified delayed Modified delayed OscillatorOscillator

T

Page 17: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

NCEP1 : r ~ 0% FSU : r ~ 26-38% ERA40 : r ~ 21-27% MERRA: r ~ 19% CM2.1 : r ~ 46% CM2.5 : r ~ 15% AM2.1 : r ~ 46%

τx 0 < r <1

0

0

7/13

Modified delayed Modified delayed OscillatorOscillator

T

Page 18: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Two scenarios:1) Oscillations of a stable system triggered by stochastic noise

2) Self-sustained oscillation

Page 19: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

9/13

r = 0 %

Asymmetry in duration: Cold events last longer

τx

T 0

0

Page 20: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

9/13

r = 40 %

Asymmetry in duration: Cold events last longer

τx

0

0 T

Page 21: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

9/13

r = 60 %

Asymmetry in duration: Cold events last longer

0

0 T

Page 22: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

10/13

Tran

sition

Pro

babil

ityAsymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

Page 23: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

10/13

r = 0 %Tr

ansit

ion P

roba

bility

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

Page 24: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

10/13

r = 0 %Tr

ansit

ion P

roba

bility

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

Page 25: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

10/13

r = 40 %Tr

ansit

ion P

roba

bility

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

Page 26: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

10/13

r = 60 %Tr

ansit

ion P

roba

bility

Asymmetry in sequencing: Warm-to-Cold is more likely than Cold-to-Warm

Page 27: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Why does the polarity dependence in the coupling efficiency result in the asymmetries?

Coupling efficiency = 0, no oscillation

Coupling efficiency is small

Coupling efficiency is larger

Larger coupling efficiency for El Nino → El Nino terminates faster and overshoots

Smaller coupling efficiency for La Nina → La Nina terminates slower and is more susceptible to noise

11/13

Page 28: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Why does the polarity dependence in the coupling efficiency result in the asymmetries?

Coupling efficiency = 0, no oscillation

Coupling efficiency is small

Coupling efficiency is larger

Larger coupling efficiency for El Nino → El Nino terminates faster and overshoots

Smaller coupling efficiency for La Nina → La Nina terminates slower and is more susceptible to noise

11/13

Page 29: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

The time mean state is, in fact, a warm state

12/13

Page 30: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

The time mean state is, in fact, a warm state

Time Mean

Equilibrium

That accounts for a fraction of the duration asymmetry.

12/13

Page 31: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

SummarySummary

● Higher likelihood of warm → cold than cold → warm● Cold events last longer and are more susceptible to noise

13/13

● Within the framework of a delayed-oscillator, if the wind response is more sensitive to warm SST anomalies, or more generally, if the coupling efficiency is higher during warm events:

These results hold for the stochastically-forced stable mode and self-sustained oscillatory mode.

● The time mean state is a warm state

Page 32: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Thank You!

Page 33: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

Two scenarios:1) Oscillations of a stable system triggered by stochastic noise

2) Self-sustained oscillation

Page 34: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

El Niño – Southern OscillationEl Niño – Southern Oscillation

Flipped upside down

Page 35: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise
Page 36: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

NCEP1 : r ~ 0% FSU : r ~ 26-38% ERA40 : r ~ 21-27% MERRA: r ~ 19% CM2.1 : r ~ 46% CM2.5 : r ~ 15% AM2.1 : r ~ 46%

τx 0 < r <1

0

0

7/12

Modified delayed Modified delayed OscillatorOscillator

T

Page 37: A proposed mechanism for ENSO asymmetries in Transition ......Summary Higher likelihood of warm → cold than cold → warm Cold events last longer and are more susceptible to noise

120E 80W

T

NCEP1 : r ~ 0% FSU : r ~ 26-38% ERA40 : r ~ 21-27% MERRA: r ~ 19% CM2.1 : r ~ 46% CM2.5 : r ~ 15% AM2.1 : r ~ 46%

τx 0 < r <1

0

0

7/12

Modified delayed Modified delayed OscillatorOscillator

T