A new approach to reproduce the 20 th century ENSO variability in an OAGCM Mathieu Joly (...
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Transcript of A new approach to reproduce the 20 th century ENSO variability in an OAGCM Mathieu Joly (...
A new approach to reproduce the 20th century ENSO variability in an OAGCM
Mathieu Joly ( Météo-France / CNRM )
PhD-Thesis Director: S. Janicot ( IPSL / LOCEAN )
Research Guidance: J.-F. Royer & A. Voldoire ( Météo-France / CNRM )
Framework of this study (1)
SST - African monsoon interannual teleconnections
IPCC Coupled SimulationsIPCC Coupled SimulationsThe Pacific teleconnection looks quite different from one model to another.(Joly et al. 2007)
Météo-France CNRM-CM3 coupled model (IPCC-AR4 version)
ObservationsObservations (1901– 2000)(1901– 2000)
Leading mode of a Maximum Covariance Analysis of JJAS west African precipitation & tropical SSTs
CRU & HadISST
Framework of this study (2)
This could be because of:
• The timing of the simulated ENSO and / or the position of the SST anomalies in the Pacific.
• The atmospheric teleconnection that links the Pacific SST anomalies with the monsoon.
In this study, we try to improve the ENSO variability in the coupled model, in order to assess the consequences for the teleconnection.
IPCC Coupled SimulationsIPCC Coupled SimulationsThe Pacific teleconnection looks quite different from one model to another.(Joly et al. 2007)
The pacemaker experiment would be a good solution,but we have developped an other method:
A reanalyzed Wind-Stress is used here to drive the ocean, while keeping all other fluxes fully coupled.
ARPEGE-Climat
OPA Ocean Model
CN
RM
-CM
3 V
ers
ion
OA
SIS
Cou
plin
g
Wind-Stress forcing: How?
ERA40 dailyWind-Stress
Forcing
- Over all the oceans (GLOBE)
ERA40Wind-Stress
Buffer Zone- Over the tropical Pacific (PACIF)
Spin-up: 10 yrsSimulation: 1960-2001
SST biases
GLOBE
PACIF
JAS (Monsoon Season) SST Mean
HadISST
Coupled REF
SST St-Dev
SST annual cycles
Niño-4 Niño-3
ENSO areaENSO area
Gulf of Guinea
Gulf of GuineaGulf of Guinea
Anomalies
Does it work? Where?
Grid-point correlations between Observed and Simulated SST anomalies
JFM
GLOBE experiment
JAS
Filtered Niño 3.4 SSTSpectrum
ENSO variability
Filtered Niño 3.4 SST index Band-Pass filter: 17.5 months – 7.3 years
YEARS
El Niño SST composite
AMJJAS JFMOND
HadISST
AMJJAS JFMOND
PACIF
AMJJAS JFMOND
Coupled REF
AMJJAS JFMOND
GLOBE
La Niña SST composite
AMJJAS JFMOND
HadISST
AMJJAS JFMOND
PACIF
AMJJAS JFMOND
GLOBE
AMJJAS JFMOND
Coupled REF
Wind-Stress forcing: Synthesis
Using a reanalyzed Wind-Stress to drive the ocean in the Coupled Model allows us:
• To yield rather realistic ENSO composites
What consequences for the African monsoon?
• To reproduce quite accurately the observed 1960-2001 ENSO timing
• To improve the SST biases and annual cycles in the equatorial Pacific,but also in the Gulf of Guinea (GLOBE experiment)
African monsoon interannual variability
CRU 26%
GPCC 30%
GLOBE
35%
PACIF
32%
Coupled REF
45%JAS Precipitation EOF leading mode(with prior filtering of the decadal variability)
Links with SST?
Coupled REF
GLOBE
PACIFCRU
GPCC
Correlation of the leading EOF timeseries with the JAS SST anomalies(with prior filtering of the decadal variability)
ENSO-monsoon teleconnection
Correlation of the leading precipitation EOF timeserieswith the lagged Niño-3.4 SST indices
PACIF
AMJJAS JFMOND JAS
HadISST
AMJJAS JFMOND JAS
ENSO-monsoon teleconnection: Synthesis (1)
Coupled REF
AMJJAS JFMOND JAS
PACIF
AMJJAS JFMOND JAS
HadISST
AMJJAS JFMOND JAS
Coupled REF
AMJJAS JFMOND JAS
PACIF
AMJJAS JFMOND JAS
Coupled REF
AMJJAS JFMOND JAS
ENSO-monsoon teleconnection: Synthesis (2)
GLOBE
AMJJAS JFMOND JAS
?
Conclusion
ENSO – African monsoon teleconnections are poorly reproduced in IPCC simulations (Joly et al. 2007)
Using a reanalyzed Wind-Stress to drive the ocean in our coupled model allows us to reproduce the historical ENSO timing
A new approach to reproduce the 20th century ENSO variability in an OAGCM
But this protocole has a strong impact on the ENSO – monsoon teleconnection,which remains to be understood in terms of atmospheric mechanisms…
The idea of such experiments is similar to the "pacemaker" protocol:
• Thanks to the realistically simulated ENSO timing it is now possible to make year-to-year comparisons between simulations and observations
• Furthermore, forcing the wind-stress preserves the heat budget at the ocean surface, and partially preserves the ocean-atmosphere interactions
End of this talk…
… Thank you for your attention.