naclim annual meeting 2014, berlin

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NACLIM annual meeting 2014, Berlin Predictability of North Atlantic upper- ocean salinity (Work in progress) Katja Lohmann, Daniela Matei, Johann Jungclaus, Manfred Bersch, Helene Langehaug and Yongqi Gao

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Predictability of North Atlantic upper-ocean salinity (Work in progress ). Katja Lohmann, Daniela Matei , Johann Jungclaus, Manfred Bersch , Helene Langehaug and Yongqi Gao. NACLIM annual meeting 2014, Berlin. Motivation. - PowerPoint PPT Presentation

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Page 1: NACLIM  annual meeting 2014, Berlin

NACLIM annual meeting 2014, Berlin

Predictability of North Atlantic upper-ocean salinity(Work in progress)

Katja Lohmann, Daniela Matei, Johann Jungclaus, Manfred Bersch, Helene Langehaug and Yongqi Gao

Page 2: NACLIM  annual meeting 2014, Berlin

Motivation

• Predictive skill of subpolar upper-ocean temperature for lead times of five to ten years due to northward advection of warm (and saline) subtropical water (Matei et al., 2012 *)

• Similar idea for sea surface temperature in eastern Nordic Seas (talk by Helene Langehaug)

* Matei, D., H. Pohlmann, J.H. Jungclaus, W.A. Müller, H. Haak and J. Marotzke (2012): Two tales of initializing decadal climate prediction experiments with the ECHAM5/MPI-OM model. Journal of Climate, 25, 8502–8523

Page 3: NACLIM  annual meeting 2014, Berlin

Data

• Initialized hindcast prediction experiments from CMIP5 (so far MPI-ESM-LR); initialized every year 1960 to 2010

MPI-ESM-LR: Northern grid pole in Greenland; horizontal resolution in North Atlantic of 15 to 100 km Upper-ocean salt content (0 - 500m)

• CliSAP salinity dataset: combining salinity observations from different sources Atlantic 30ºN - 70ºN ; 1951 - 2005 (3 year running means)

MPI ocean model simulation forced with NCEP/NCAR reanalysis

Page 4: NACLIM  annual meeting 2014, Berlin

Correlation hindcasts – CliSAP upper-ocean salt content

Page 5: NACLIM  annual meeting 2014, Berlin

Correlation hindcasts – NCEP forced simulation

Page 6: NACLIM  annual meeting 2014, Berlin

Correlation hindcasts – CliSAP upper-ocean salt content

Page 7: NACLIM  annual meeting 2014, Berlin

RMSE hindcasts – CliSAP upper-ocean salt content

Page 8: NACLIM  annual meeting 2014, Berlin

Time evolution of subpolar upper-ocean salt content

Page 9: NACLIM  annual meeting 2014, Berlin

Conclusions (Work in progress)

Based on CMIP5 MPI-ESM-LR hindcasts:

• Largest predictability of North Atlantic upper-ocean salinity in western subpolar region; skillfull predictable < 5 years

• Predictability based on initialized hindcasts well above predictability from transient 20C simulations; but not above persistence forecast

• No predictive skill in eastern subpolar region due to hindcasts not capturing mid-1990s shift

• High predictability along STG/SPG boundary (German RACE project)

Page 10: NACLIM  annual meeting 2014, Berlin

Correlation hindcasts – CliSAP SSS for EC Earth model

Page 11: NACLIM  annual meeting 2014, Berlin

Outlook

• Extend analysis to CMIP5 models providing hindcasts initialized every year

• NorCPM hindcasts if available in time

• Compare with results from MPI PreCMIP5 hindcasts (German RACE project)

• Ishii salinity dataset (Japan Marine Science and Technology Center) to cover entire Nordic Seas

Page 12: NACLIM  annual meeting 2014, Berlin

Thank you!

The research leading to these results has received funding from the European Union 7th Framework Programme (FP7 2007-2013) under grant agreement n.308299 (NACLIM).

Page 13: NACLIM  annual meeting 2014, Berlin