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OCEANS & ATMOSPHERE Pacific influences on the meridional temperature transport of the Indian Ocean Jie Ma, Ming Feng, Sloyan Bernadette, Jian Lan

Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

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Page 1: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

OCEANS & ATMOSPHERE

Pacific influences on the meridional temperature

transport of the Indian Ocean

Jie Ma, Ming Feng, Sloyan Bernadette, Jian Lan

Page 2: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Horizontal resolution: 0.1o (75oS-75ON)

Vertical: 51 vertical levels (from 0 to 5000 m)

Time range: Jan 1979-Dec 2014

5 m vertical resolution in upper 40 m

10 m vertical resolution to 200 m

Ocean Forecasting Australia Model version 3 (EI_SPINUP_ OFAM3)

OFAM3 is based on Modular Ocean Model . OFAM3 we used here is

forced by 3-hourly surface heat, freshwater, and momentum fluxes from

ERA-Interim.

Data and method

2

Page 3: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Dynamical decomposition

𝜓 𝑧′ = 𝑑𝑧𝑧′

−𝐻 𝑑𝑥 𝑣 𝑥𝑒

𝑥𝑤 + 𝑑𝑧

𝑧′

−𝐻 𝑑𝑥 𝑥𝑒

𝑥𝑤𝑣𝑠ℎ + 𝑑𝑧

𝑧′

−𝐻 𝑑𝑥 (𝑣𝑒𝑘 − 𝑣𝑒𝑘)𝑥𝑒

𝑥𝑤

External mode Vertical shear Ekman mode

From Lee and Marotzke (1998) and Hirschi and Marotzke (2007)

𝑣𝑠ℎ=𝑣 (x,𝑧′) -𝑣 𝑔= - 𝑔

𝜌∗𝑓

1

𝐿(𝑧)

𝑧′

−𝐻 (𝜌𝑒-𝜌𝑤) dz -

1

𝐻(𝑥) 𝑣 (x,𝑧) dx

0

−𝐻(𝑥)

Temperature transport decomposition:

MHT(t) = 𝑣 𝜃 𝑑𝑧 𝑑𝑥 + 𝑣∗ 𝜃∗𝑑𝑧 𝑑𝑥0

−𝐻

0

−𝐻

3

Page 4: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

4

Objective:

examine the interannual-decadal variations of the IO meridional

temperature transport and their mechanisms

explore the link between the IO meridional temperature transport and

meridional overturning streamfunction

1

2

Page 5: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

• Significant fluctuations

of temperature transport

anomalies in the south of

10°S

• Some of the fluctuations

are closely related to

ENSO variability

Latitude-time evolution of IO temperature transport anomalies (PW)

5

Page 6: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Mechanisms of interannual-decadal variability in meridional temperature transport

The wind anomaly pattern is similar to the ENSO

teleconnection in the Indian Ocean

The wind stress curl regression shows an anomalous

anticyclonic ridge along approximately 12°𝑆

6

Page 7: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

• Good correlation between zonal

temperature difference and PC1 of

low frequency meridional temperature

transport in the 12° - 27°S latitude

band

7

Variations of temperature dipole and meridional

temperature transport

Page 8: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

• The meridional temperature transport variability is significantly associated with the

leading mode of Indian Ocean meridional overturning streamfunction

Connection with IO meridional overturning streamfunction

8

Page 9: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Dynamical decomposition of meridional transport streamfunction

Different processes act together to form this coherent pattern

Regression maps at lag 0

on the normalized PC1 of

meridional temperature

transport

9

Page 10: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

A dynamical decomposition of the

meridional streamfunction supports the

different mechanisms of transport

variability with latitude. 10

Tropical NIO

Tropical SIO

The role of wind

Page 11: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

L

H

Summary

A schematic diagram of Indian Ocean temperature

transport responds during the La 𝑁𝑖𝑛 𝑎 period 11

Page 12: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

The meridional temperature transport is found to be highly influenced by remote

ENSO forcing

The variability is dominated by the different mechanisms at various latitudinal

bands

The meridional temperature transport variability is significantly associated with the

leading mode of Indian Ocean meridional overturning streamfunction

• tropical NIO: surface Ekman transport

• tropical SIO: the geostrophic transport associated with the steric height

anomalies off Java and Sumatra

• southern IO: remote ENSO forcing from Pacific through both oceanic and

atmospheric waveguides

12

Summary

Page 13: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Comparison of different models

13

1979-2014

year 181-200 year 131-150

Vertical layers

Page 14: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

The overturning strengths and

depths in OFAM3 under the

ECMWF forcing have a good

agreement with the JRA55 forcing.

The latter two models using the

repeat forcing also show the

similar patterns.

Both models with repeat year

forcing (latter two models) show

much smaller deep MOC than the

OFAM3 models

Overturning streamfunction: 𝟑𝟐°𝑺

14

Page 15: Pacific influences on the meridional temperature transport of the …cosima.org.au/wp-content/uploads/2018/06/COSIMA2018-Ma.pdf · 2018. 6. 12. · The meridional temperature transport

Thank you