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Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre ([email protected])
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Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre ([email protected])

Mar 28, 2015

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Page 1: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Dust-Climate Interactions

in HadGEM2

Stephanie Woodward

Met Office Hadley Centre

([email protected])

Page 2: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

A dust scheme for climate modelling needs to

- work globally (including areas not currently sources)

- respond to changing climate

and so must

- work from model-generated fields

- be physically realistic

.

Page 3: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Outline of HadGEM dust scheme

6 size bins of aerosol.03 – 30 um radius, treated independantly

Interactive emission scheme

Transport as 6 model tracers

Dry deposition through gravitational settling and turbulent mixing in BL

Wet deposition, scavenging coefficients from obs

Resistance analogue method of combining deposition processes

Radiative properties from medians of range of measurements

* Volken & Schumann 1993, Water, Air & Soil Pollution 68

Page 4: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Emission scheme

Soil: 9 size bins .06-2000um diameter

Horizontal flux : Marticorena & Bergametti (bare soil fraction only) U* corrected for scaling effects

U*t = U*t (dry,impact) x f (CorrectedSoilMoisture) f - Fecan scheme, modified at high soil moistures

Vertical flux: only .06-60 um range total flux from log (F/G)=.134(%clay)-6 (M&B, based on Iversen data) size distribution from that of horiz. flux below 60um

Page 5: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Emissions

Deposition

Load

(22Tg)

Page 6: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Comparison with concentrations at U Miami stations

CGr KGI Maw

Pal Fun Nau

Nor ASm Mid

Ohu Chu Fan

Ewt Bar Ber

MaH Mia Iza

Page 7: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Comparison with Aeronet AODs

Cap Verde Solar village

Sede BokerBanizoubou

OugadougouIlorin

Page 8: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Dust & Climate

Objective:To investigate feedbacks between climate and dust

Model: proto-HadGEM2-AO GCM (N96 38 levs), including proto-dust scheme

2 Experiments:

“A” – Active Dust – dust radiative effects included

“P” – Passive Dust – dust radiative effects excluded

Each experiment:

20 years spin upallows climate (including ocean) to come to equilibrium

+10 years run

Page 9: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

A

Page 10: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

‘A’ concentrations & AODs vs. Observations

Cape Grim (concs) Funafuti (concs)

Midway (concs) Bermuda (concs)

Cape Verde (AOD) Solar Village (AOD)

Page 11: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

P

A PA P

Page 12: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

A - P

Page 13: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Difference in Load

Page 14: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Difference in emissions

Page 15: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Surface and Tropopause Flux Differences

Page 16: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Surface Temperature Difference ( A – P )

Page 17: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Soil Moisture Difference ( A – P )

Page 18: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Difference in emissions & soil moisture

Page 19: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Emissions increase of 50% over N Africa, due to positive feedback

Page 20: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Surface and Tropopause Flux Differences

Page 21: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Temperature differences ( A – P )

~18km

~8km

~2km

Page 22: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Differences (A – P)

Page 23: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Humidity

A

P

diff

Page 24: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

v

Page 25: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

u

Page 26: Dust-Climate Interactions in HadGEM2 Stephanie Woodward Met Office Hadley Centre (stephanie.woodward@metoffice.gov.uk)

Summary

Dust scheme developed for HadGEM2Good agreement with obs

Feedbacks on Dust production: Positive in Sahara Negative in moister regime

Shifts in circulation patterns