Top Banner
© Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside, D. Matei, W. Müller, P. Rogel, and D. Smith
20

© Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

Jan 14, 2016

Download

Documents

Bernard Payne
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

Atlantic MOC Variability in Decadal Climate Prediction SystemsHolger Pohlmann, with contributions from

M. Balmaseda, N. Keenlyside, D. Matei, W. Müller, P. Rogel, and D. Smith

Page 2: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

Content

1. Motivation

2. Overview of Experiments

3. AMOC Variability 1960-2005

4. AMOC in Decadal Predictions

5. Conclusions

Page 3: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

1. Motivation

(Pohlmann et al., JoC, 2004 and 2006)

Idealized Experiments with ECHAM5/MPIOM:

Time (years)

MO

C a

no

m.

(Sv)

OH

T a

no

m.

(PW

)Atlantic MOC and Ocean Heat Transport

ºC

Atlantic MOC (30°N) Predictability

95%

AR-1

Co

r

MO

C (

Sv)

Page 4: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

1. Motivation

(Pohlmann et al., JoC, 2009)

NoAssim

ECHAM5/MPIOM initialized with GECCO (T&S):

Assim (black)

Hindcasts years 1-5 (blue)

Hindcasts years 6-10 (green)

NoAssim (red)

Co

r

AMOC (48°N)

Period (years)

95%

MO

C (

Sv)

Page 5: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

2. Overview of ExperimentsFrom ENSEMBLES and other projects:

Institute Model Assimilation Hind- and Forecastsperiod (ens size) (start dates x ens size)

ECMWF IFS-HOPE 1959-2006 (5) 1960, 65, …-2005 (10x3)CERFACS ARPEGE-OPA 1960-2005 (9) 1960, 65, …-2005 (10x3)INGV ECHAM4-OPA 1960-2005 (3)IFM-GEOMAR ECHAM5-MPIOM 1950-2005 (3) 1955, 60, …-2005 (11x3)MOHC HadGEM2 1960-2004 (3)MOHC DePreSys PPE 1959-2006 (9) 1960, 61, …-2005 (46x9)

MOHC DePreSys 1960-2005 (1) 1960, 65, …-2005 (10x10)MPI ECHAM5-MPIOM 1952-2001 (1) 1952, 53, …-2001 (50x1)MPI ECHAM5-MPIOM 1952-2001 (2) 1960, 61, …-2001 (42x1)MPI ECHAM5-MPIOM 1948-2007 (1) 1948, 49, …-2007 (60x1)

Page 6: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

3. AMOC Variability 1960-2005Assimilation Experiments:

AMOC* (45°N)

*(3yr running means)

Page 7: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

Assimilation Experiments:

AMOC* (45°N)

3. AMOC Variability 1960-2005

*(3yr running means)

Page 8: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

3. AMOC Variability 1960-2005Assimilation Experiments:

AMOC (40°N)

AMOC (26°N)

AMOC (45°N)

Page 9: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

4. AMOC in Decadal PredictionsMulti-model mean:

AMOC (45°N)

95%

correlation (red)1.0 – rmse (blue)persistence (dashed)

Page 10: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

4. AMOC in Decadal Predictions

Hindcasts

NoAssim

correlation (red)1.0 – rmse (blue)

persistence (dashed)

95%

DePreSys PPE (AMOC 45°N):

Page 11: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

AMOC (40°N)

AMOC (26°N)

Multi-model mean:

4. AMOC in Decadal Predictions

correlation (red)1.0 – rmse (blue)

persistence (dashed)

95%

Page 12: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

AMOC (40°N)

AMOC (26°N)

Multi-model mean:

4. AMOC in Decadal Predictions

correlation (red)1.0 – rmse (blue)

persistence (dashed)

95%

Page 13: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

correlation (red)1.0 – rmse (blue)persistence (dashed)

95%

AMOC (45°N)

4. AMOC in Decadal PredictionsWhat is causing the problem in the 1990s?

Page 14: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

AMOC (45°N) in Each System:

4. AMOC in Decadal Predictions

CERFAS

ECMWF

IFM-GEOMAR

DePreSys

XBT corr. (dotted)

Page 15: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

4. AMOC in Decadal Predictions

CERFAS

ECMWF

IFM-GEOMAR

DePreSys

XBT corr. (dotted)

AMOC (45°N) in Each System:

North Atlantic Heat Content:

Page 16: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

4. AMOC in Decadal Predictions

MPI

MPI coarse

MPI-NCEP

DePreSys PPE

AMOC (45°N) in Each System:

Page 17: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

4. AMOC in Decadal PredictionsAMOC (45°N) in Each DePreSys PPE Member:

(1)

(7)

(5)(4)

(2)

(6)

(3)

(9)(8)

Page 18: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

What is causing the problem in the 1990s?

4. AMOC in Decadal Predictions

DePreSys PPE:

Assim

NoAssim

=> The hindcasts heading in general towards NoAssim

Page 19: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

Conclusions

Assimilation Experiments:

When the AMOCs at 45°N are normalized we find a signal in the ensemble mean of increasing strength from the 1960s to the 1990s and a decrease thereafter.

This signal matches observed variations in NAO, SPG, and LS convection.

Hindcast Experiments:

Multi-model ensemble predictions are skilful up to about 5 years.

Beyond the 5 years the AMOCs of the the DePreSys PPE hindcasts follow their transient experiments.

Page 20: © Crown copyright Met Office Atlantic MOC Variability in Decadal Climate Prediction Systems Holger Pohlmann, with contributions from M. Balmaseda, N. Keenlyside,

© Crown copyright Met Office

Questions?