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Matthew J. Hoffman CEAFM/Burgers Symposium May 8, 2009 Johns Hopkins University Courtesy NOAA/AVHRR Courtesy NASA Earth Observatory
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Overview of ocean instabilities Overview of the breeding method Application to global ocean model Development of bred vector energy equations to diagnose instability dynamics Study of Pacific tropical instabilities
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Flow Instabilities are prevalent in the upper ocean Most occur in strong currents—western boundary currents, Southern Ocean Instabilities take place on different timescales Tropical Pacific instabilities are some of the strongest Ducet et al., 2000
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Pacific Tropical Instability Waves are seen in the Pacific equatorial cold tongue Periods of 20-30 days, Wavelength of ~1000km Tropical waves are coupled to the atmospheric boundary layer and are important for heat and momentum balances Masina et al. (1999) argued for baroclinic energy conversion dominating Qiao and Weisberg (1995)argued for barotropic energy conversion dominating Jesse Allen, NASA Earth Observatory – SST from Advanced Microwave Scattering Radiometer on Aqua
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Developed by Toth and Kalnay (1993, 1997) to estimate the shape of growing errors in a non- linear atmospheric model Also provides initial conditions for ensemble forecasting 2 parameters in the method—rescaling size and time between rescaling Parameters can be tuned to isolate instabilities of different time scales Yang et al. (2005) used breeding on a coupled GCM to identify slow growing ENSO modes
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A small, random perturbation is added to the initial state of the system Both the perturbed and unperturbed (control) conditions are integrated forward in time The control forecast is subtracted from the perturbed forecast, yielding the bred vector The bred vector is rescaled to its initial size and added to the control forecast as a new perturbation
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GFDL Modular Ocean Model (MOM) 2b code Driven by monthly averaged NCEP reanalysis winds from 1950-1995 SST and surface salinity from World Ocean Atlas 1994 Same setup used by Carton et al. (2000) for SODA 1 ° resolution in longitude, stretched latitude grid ranging from 1 ° in midlatitudes to ½ ° in tropics 20 vertical levels – 15 meters level thickness near surface
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10 day bred vectors identify many instabilities in the ocean Instabilities are seen in the Southern Ocean, in boundary currents, and in the Tropical Pacific, among other locations
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Seasonal cycle is clear Speed is 0.46m/s Wavelength is 1000km 25 day period
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Seasonal cycle is clear Speed is 0.46m/s Wavelength is 1000m 25 day period Interannual cycle tied to El Niño-La Niña cycle (ENSO) El Niño
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Seasonal cycle is clear Speed is 0.46m/s Wavelength is 1000m 25 day period Interannual cycle tied to El Niño-La Niña cycle (ENSO) La Niña
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Momentum Equations: Kinetic energy defined as Bred kinetic energy is:
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Terms have physical interpretation
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Horizontal and vertical divergence of energy transport
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Terms have physical interpretation Horizontal and vertical divergence of energy transport Work of pressure force
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Terms have physical interpretation Horizontal and vertical divergence of energy transport Work of pressure force Baroclinic conversion term
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Terms have physical interpretation Horizontal and vertical divergence of energy transport Work of pressure force Baroclinic conversion term Barotropic conversion term
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Tropical Pacific shows positive conversion (bred potential to bred kinetic) Shows Instability Growth South Atlantic shows negative conversion (bred kinetic to bred potential) Stabilizing region
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Tropical Pacific shows positive conversion (bred potential to bred kinetic) Shows Instability Growth South Atlantic shows negative conversion (bred kinetic to bred potential) Stabilizing region
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Tropical Pacific shows positive conversion (bred potential to bred kinetic) Shows Instability Growth South Atlantic shows negative conversion (bred kinetic to bred potential) Stabilizing region
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Monthly averages over a 30 year period are shown for January Depth averaged over upper 150m Baroclinic conversion is strongest from 3°N-5 ° N Barotropic conversion is strongest at the equator Baroclinic conversion is stronger in this model Energy conversion is strongest when bred vectors are strongest (La Niña)
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Baroclinic conversion is strongest at coldest temperatures (cold tongue) Barotropic conversion is strongest at shear points (between South Equatorial Current and Equatorial Undercurrent) Different locations for the different mechanisms At 3.5 ° NAt 0.25 ° N
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Breeding is an easy way to identify instabilities in a dynamical system Breeding energy equations allow bred vectors to be used to diagnose the dynamical causes of instabilities Tropical Pacific instabilities have a baroclinic and barotropic component Baroclinic component is stronger in this model and occurs along the north edge of the cold tongue between 3 ° N and 5 ° N Barotropic component occurs at the equator between the South Equatorial Current and the Equatorial Undercurrent
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