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Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason - UTas

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Page 1: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf

Madeleine Cahill, CMAR

Peter Craig, CMAR

Mike Herzfeld - CMAR

Lou Mason - UTas

Page 2: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Can we model the ocean response to tropical cyclones ?

• Tropical cyclones: infrequent, small, energetic

• Dynamic atmospheric models have little skill in generating TCs

• Observations of cyclones in Australia are generally land based

• In situ observations of ocean response are rare.

• Effects are devastating (oil rigs, coastal regions…)

Page 3: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Ocean observations NWS – 1995 current meter deployment

ADCP

x current meter mooring

Page 4: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Path of TC Bobby

Page 5: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

SHOC - CSIRO’s Coastal Ocean Model

3-D primitive equation hydrodynamic model Arakawa C-grid free surface vertical z coordinates a choice of turbulence closure schemes

Our application 4km & 20km horizontal grid resolution 46 z-levels k- turbulence closure scheme Horizontally uniform vertical temperature profile

with a 20m mixed layer

Page 6: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Tropical Cyclone Model

Double vortex Holland model

- track prescribed

- radius to maximum winds determined by fitting to

available wind and pressure observations

Page 7: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Available marine wind observing sites

Page 8: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Cyclone model fit to wind observations: Site 1

Page 9: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Model fit to wind observations: site 2

Page 10: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Tropical Cyclone Model Parameters

Radius to maximum winds Central pressure deficit

Two Holland wind fields: Bobby1 (blue), Bobby2 (pink)

Page 11: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Holland wind fields - wind stress magnitude ocean current vectors (pink)

Bobby1 Bobby2

Page 12: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 13: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Filtered current vector timeseriesADCP mooring in 125m (central site)

Page 14: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Modelled ocean response at ADCP mooring

Wind forcing: Bobby1 Bobby2

Page 15: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Comparing response to two wind fields: Bobby1 (m) and Bobby2 (black) at the ADCP (125m)

Alongshore component Cross-Shelf component

Page 16: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Comparing response to Bobby1(m) and Bobby2(black) at offshore mooring (M2 in 300m)

Alongshore component Cross-shelf component

Page 17: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Filtered current vector timeseries Offshore mooring in 300m

Page 18: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Modeled response at offshore mooring:

windfield1 windfield2

Page 19: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 20: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 21: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Velocities at ADCP location Observations (blue) v SHOC (mag)

Page 22: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 23: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 24: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 25: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 26: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 27: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 28: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 29: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 30: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason
Page 31: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Conclusions

• Model-data fit is starting to look pretty good • Model response is very sensitive to TC extent and location

Further work• compare SHOC results with ROMS• explore the effect of different vertical mixing schemes (using

temperature as well velocity for verification)• There are a further 11 TCs for which we have some current and

temperature observations from the NWS.

Page 32: Modelling the Ocean Response to a Tropical Cyclone on Australia's Northwest Shelf Madeleine Cahill, CMAR Peter Craig, CMAR Mike Herzfeld - CMAR Lou Mason

Thank you

Email: [email protected]

Web: www.cmar.csiro.au