Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand...

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Assuming 16 cm standard deviation

Transcript of Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand...

Page 1: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Assuming 16 cm standard deviation

Page 2: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 3: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 4: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

The final result – 5 of these records were noisy

Halifax

Grand Banks

Line W

4100 m

2700 m

3250 m

2250 m

1800 m

3650 m

Page 5: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

OCCAM: First EOF of bottom pressure over this region

Page 6: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

OCCAM: correlation of bottom pressure with subpolar overturning

Page 7: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

MICOM: correlation of bottom pressure with subpolar overturning

Page 8: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

A good rule of thumb:

Assume a layer thickness of 1000 m, and a midlatitude f = 10-4

Then 1 cm of sea level or 1 mbar of pressure represents 1 Sv of transport

Page 9: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Dynamics: The geostrophic calculation at 42N

Conclusion:

Knowledge of western boundary pressure variations are sufficient to monitor to interannual variability of the MT at 42N

Upper layer transportRMS error: 0.28Sv

93% of variance captured

Lower layer transportRMS error: 0.31Sv

ActualInferred from western boundary pressure

Bingham and Hughes, JGR 2008

Page 10: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

OCCAM MOC and Sea Level

In OCCAM, interannual sea level and MOC covary, as expected

2 cm/Sv

Page 11: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

GECCO MOC and Sea Level

The same in GECCO

2 cm/Sv

Page 12: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

4

3

2

1

0

-1

-2

-3

-4

sverdrups

Standard deviation 1.25 Sv

This is the overturning variation which would be implied by the tide gauge data

Page 13: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

The message:

• Pressure differences give integrals of transport• Bottom pressure variability is much smaller

than mid-ocean pressure variability• Only integrals all the way across the basin are

meaningful – other integrals are dominated by eddies/meanders/Rossby waves

• These pressure signals are spatially coherent, so they relate to something meaningful for the large-scale ocean circulation, but this is an Eulerian measure of the MOC.

Page 14: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 15: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 16: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Meridional transport anomaly between 100m and 1000m depth

OCCAMHadCM3

Bingham et al, GRL 2007

Page 17: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

MICOM simulations

Fine resolution Coarse resolution

Annually-repeating forcing

Page 18: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Origin of meridional differences: Key latitudes

Page 19: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

1000 years of HadCM3 overturning circulation

Page 20: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 21: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 22: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Origin of meridional differences: Evolution of boundary density

P1

P2

P3

P1

P2

P3

Anomalous density along the 1000m isobath

Advection

Convection + advection+ waves

50N

42N

Advection+ waves

advection0.9cms-1

wave:1.8ms-1

• Seasonal cooling events associated with NAO are integrated to give low frequency mode clear at 50N

• 50N signal advected to lower latitudes, and degraded along the way

Page 23: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

ρfwz = ρu.(f + ζ) + × τz

and the bottom boundary condition:

ρfwb = - J(pb,H) = - ρfub.H

Why should bottom pressure not be dominated by eddies too?

It comes down to the (steady) vorticity balance:

Page 24: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

ρfwz = ρu.(f + ζ) + × τz

ρfw = ρh(βv + u2/L2) + × τ

= 2×10-6 + 10-6 + 10-7

ρfwb = - ρfub.H = - J(pb,H)

=0.01 H

Scalings in SI, with u=10 cm/s, h=1000m, L=100 km, β=2×10-11 m-1s-1

So 10-6 would need H = 10-4 or 10m/100km

But actual continental slope H is between 10-1 & 10-2

Page 25: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Standard deviation of

Sea level

(18 years of 5-day means)

Bottom pressure

in OCCAM

Bingham and Hughes, GRL 2008

Page 26: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Admittance (BP/SL)

Shallow

Deep

Deep (spatial smoothing)

Mid-latitudes

High latitudes

Eddying regions

Quiet regions

Page 27: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Time series of bottom pressure from 3 instruments, 300km apart, in a triangle around Tristan da Cunha island (S Atlantic)

Hughes and Smithson, GRL 1996

2.5 mbar RMS

Page 28: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 29: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Altimetry: sea level signals 5 degrees east of continental slope

Page 30: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.
Page 31: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Altimetry: sea level signals on continental slope

Page 32: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

5 deg east of continental slope

Continental slope

Page 33: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

RAPID WAVE array

26N array, with thanks toTorsten Kanzow et al

Page 34: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Bottom pressure (mbar) at three of the WAVE array positions and at the Western and Eastern end at 26.5ºN

Page 35: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

0

0.5

1

1.5

2

2.5

A1 B2 W1 26 W 26 E

Full record

Commonperiod

Standard deviation of bottom pressure records 3 to 100 day periods, mbar

Page 36: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

00.10.20.30.40.50.60.70.80.9

1

A1 B2 W1 26 W 26 E

A1

B2

W1

26 W

26 E

Correlations between BPRs: 3 to 100 day periods

Page 37: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Near-five-day bottom pressure (mbar) at three of the WAVE array positions and at the Western and Eastern end at 26º N

Page 38: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

5-day waves

Arctic

Southern Ocean

AtlanticPacific

Indian

Spectra of basin-averaged sea level and bottom pressure

5 days5 days

Page 39: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

8-100 day bottom pressure (mbar) at three of the WAVE array positions and at the Western and Eastern end at 26º N

Page 40: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

EOFs of BPR data

Page 41: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Start with 2 mbar standard deviation

Subtract common signal, explaining (at least) 60% of variance

Leaves 2 x sqrt(0.4) = 1.26 mbar

A factor of 13 smaller than Wunsch’s assumed 16 mbar

Page 42: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Continental slope

5 deg east of continental slope

5 deg east of continental slope

Continental slope

Page 43: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Continental slope

5 deg east of continental slope

5 deg east of continental slope

Continental slope

Page 44: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

geostrophy

hydrostatic balance

Page 45: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

MOC measurement

Bottom geostrophic

current

Bottom density

1 Sv over 1 km depth range requires accuracy of about 1 mbar

Accuracy needed for current depends on how steep the slope is: more gentle slopes need greater accuracy.

The steeper part of Section B requires about 4cm/s accuracy for averaged bottom current, to give 1 Sv for MOC.

Gentler slopes require about 1 cm/s

Page 46: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

BPR measurements still needed initially to test integrity of the system. Longer term, only current and density needed for monitoring.

With much thanks to Bedford Institute of Oceanography

Page 47: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Summary

• MOC changes have both advective and wave-like causes.

• Advection is slow, highly eddy dependent, difficult to monitor.

• Bottom pressure ‘filters out’ eddy effects (in most places).

• The wave propagation speed is much faster than advection, resulting in much more spatial coherence than eddies would suggest, although subtropical and subpolar regions remain independent to decadal periods or longer.

• Despite the importance of eddies, Eulerian measures of the MOC (integrated at constant level) are possible with accuracy of better than 1 Sv.

• This can be done, for interannual variations, with only western boundary bottom pressure.

Page 48: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Leading EOFs of interannual sea-surface height and bottom pressure

SSH BP

SSHBP

Page 49: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Leading EOFs of interannual sea-surface height

Altimetry OCCAM

AltimetryOCCAM

Page 50: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Bottom Pressure

Page 51: Assuming 16 cm standard deviation. The final result – 5 of these records were noisy Halifax Grand Banks Line W 4100 m 2700 m 3250 m 2250 m 1800 m.

Bottom Pressure