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SWOT OCEANOGRAPHY APPLICATIONS Shane Keating, UNSW Sydney AUSWOT Workshop, 24 May 2019, Sydney

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SWOT OCEANOGRAPHY APPLICATIONS Shane Keating, UNSW Sydney AUSWOT Workshop, 24 May 2019, Sydney

Page 2: SWOT OCEANOGRAPHY APPLICATIONS - WordPress.com › ... › 05 › keating-slides.pdf · 2019-05-27 · SWOT OCEANOGRAPHY APPLICATIONS Shane Keating, UNSW Sydney AUSWOT Workshop, 24

An unprecedented view of our ocean

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Spectral QG model Forced by ECCO hydrography 1.3 km resolution x 43 layers

Latmix region

Eddies all the way down

1300 x 1300 km

300 x 300 km

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From plankton to planet •  Lateral dispersion of pollutants, biota,

heat •  “Lungs” of the ocean: vertical

exchange of heat and carbon with deep ocean (Ferrari, Science 2011)

•  20-30% of vertical transport of biogeochemical properties in submesoscale fronts (Sasaki et al. Nat. Comm. 2014)

• Submesoscale eddies play key role in productivity, top predators, fisheries

Poje et al. (2014)

Sasaki et al. (2014)

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Frontal Eddies in the EAC •  Form as a frontal instability on

landward side of thermal front • Observed in Gulf Stream,

Kuroshio and the EAC •  Form frequently (weekly) with

diameters of 10-40 km and lifetimes 1-4 weeks

• Cold-core cyclonic freddies are highly productive

•  Transports nutrients, larval fish, etc. offshore by entraining shelf water

Schaeffer et al. (2017)

Mantovanelli et al. (2017)

MODIS SST (oC)

MODIS SSChl (mg/m3)

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High-frequency radar

•  HF radar near EAC separation point: 1.5 km/10 min resolution •  Freddies propagating through HF radar domain can be

identified, tracked, and analyzed •  Approximately one eddy every 2 weeks, with Rossby numbers

up to 1.7 and propagation speeds of up to 0.4 m/s

Minimum Okobu-Weiss parameter across shelf

Schaeffer et al. (2017)

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R/V Investigator cruise (June 2015) • Austral winter 2015: Dedicated

research cruise to study frontal eddies in the EAC

• Extensively sampled two contrasting cyclonic eddies: one mesoscale (~160 km) and one submesoscale (~35 km)

• Vertical structure measured with shipboard Acoustic Doppler Current Profiler, lowered CTD, and Triaxus

Roughan et al. 2017

“Murphy”

“Freddy”

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AltiKa sea-surface height

Roughan et al. 2017

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• Spatial resolution: x10 current altimeters •  Temporal resolution: 20.86 day science orbit

Courtesy NASA JPL-Caltech

A Grand Challenge for remote sensing

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•  Forecast (forward) and hindcast (backward) SWOT observations to daily SSH maps

• Represent submesoscales, unresolved physics, noise statistically as a stochastic process

Day 0 Day 21

Forecast

Hindcast

Dynamical interpolation of SWOT data

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Dynamical interpolation of SWOT data