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Modelling the climatic influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer School of Geographical Sciences University of Bristol

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Page 1: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Modelling the climatic influence of Volcanoes

Paul Valdes, Peter Hopcroft, Jessy Kandlbauer

School of Geographical Sciences

University of Bristol

Page 2: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Structure of Talk

• Introduction: How do climate models

work?

– And how do we add volcanic forcing

• Case Studies:

– Warm winters

– Past climate response

– Super eruptions

– Biogeochemical responses

• Latest Results:

Page 3: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Climate Models

Starting point are the fundamental physics (e.g. Newton's Law,

Ideal Gas Equation etc.)

But many approximations required

Page 4: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Brief History of Climate

Models

Page 5: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Modelling Volcano-Climate

Interactions

• Stratospheric Aerosols

– Chemical Changes

• Modelling past changes

– Last Millennium

– Deglaciation

– Toba

– Super volcanoes

• Biogeochemical Perspectives

• Recent results for Tambora

Page 6: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Stratospheric Aerosol-

Climate Links

Page 7: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Mount Pinatubo

Winter (DJF) temperature response

following Mount Pinatubo

Robuck 2000

Lower Stratospheric Temperatures

Surface Air Temperature

Page 8: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Can Models reproduce

these features?

Kirchner et al 1999

Surface Air Temperature Lower Stratospheric Temperatures

Page 9: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Winter Warming

From Robuck 2000

Kirchner et al 1999

Page 10: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

CMIP5 Model Results

Composite winter response for 9 largest eruptions since 1883

Driscoll et al 2012

Page 11: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Volcanic Indexes of Past

Eruptions

Robuck

2000

Page 12: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Last Millennium and

Volcanoes

Crowley 2000

Page 13: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

How accurately do we know

past changes in climate?

Do tree rings underestimate rapid cooling following

volcanic eruptions?

Mann et al 2012

Blue curve

Tree ring data

Red curve

Model

simulations

Page 14: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

But are the models

overestimating changes?

Tropical Marine Temperatures:

Black curve = observations

Other curves = CMIP5 model simulations

Vertical grey lines show the 1809 eruption

and Tambora

Northern Hemisphere Temperatures:

From Brohan et al, 2012

Observations based on instrumental data

Page 15: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Deglaciation:

Did volcanoes have a role?

Huybers and

Langmuir 2009

Page 16: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Super Eruptions (Toba)

DJF

JJA

Jones (GS) et al, 2005

Global Mean Surface Air

Temperature

Page 17: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Super Eruptions (Toba):

Did they impact on human evolution

Viable human

habitats before

Toba

Viable human

habitats after

Toba

From Jones SC 2012

Also see Petraglia et al 2012

Page 18: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Super volcanoes (Yellowstone)

Additional Effects of (Highly Reflective)

Ash Layer

Jones M et al 2007

Page 19: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Volcanoes and Climate

Biogeochemistry

Changes in CO2 following Mount Pinatubo

Black Line –

modelled

Dashed line –

Observations

Jones (C) and

Cox 1999

Page 20: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Summary (Part 1)

• The basic cooling impact of volcanic aerosols

probably well represented by climate models

– provided we know the forcing

• Past changes much more challenging to model

– We require better reconstructions of aerosol loads for

the past

• Biogeochemical responses of the Earth System

barely investigated.

Page 21: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

• largest eruption in last 1000 years

• volume min 30-33 km3 DRE

• pyroclastic flows/ash fall caused over 11’000 deaths

• contaminated water and crop failure caused another

49’000 deaths

• 51 Mt of SO2 in the atmosphere in 24h

Indonesia

Java

Malaysia

Borneo Sulawesi

TAMBORA

1000 km

0.1 cm

1 cm

Tambora 1815

Tambora

Crowley et al 2008

Page 22: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Earth System Models

HadGAM2 HadGOM2

SEA ICE ATMOSPHERE-OCEAN

TRIFFID MOSES2

Collins et al 2011, GMD

Page 23: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Earth System Models UKCA

diat-HadOCC

TRIFFID MOSES2

HadGAM2 HadGOM2

SEA ICE ATMOSPHERE-OCEAN

Collins et al 2011, GMD

Page 24: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Model setup

•We use the pre-industrial coupled simulation of HadGEM2-ES (Jones et al 2011) •Tambora is imposed as a transient change in the stratospheric optical depth following Crowley et al 2008. •This is converted to a constant mmr above the tropopause • Aerosol scattering & absorption over the range 0.2-10μm • Assumed constant aerosol size distribution. •Ash deposition and other forcings are not included

Atmosphere: 1.875 x1.25 x38 levels Ocean: 1.0 x1.0 -0.33 x40 levels MOSES2-TRIFFID vegetation/land surface HadOCC – ocean carbon cycle UKCA – atmospheric chemistry

Page 25: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

1 C global cooling

Response of the HadGAM2-ES Earth System Model

Page 26: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Surface air temperature ( C) Precipitation (mm/day)

1 C global cooling

Response of the HadGAM2-ES Earth System Model

Page 27: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Net Primary Productivity: Terrestrial Vegetation

C3 grasses C4 grasses

kgC/m2/yr NPP anomaly

Page 28: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Carbon reservoir changes

Soil Carbon

Veg Carbon

Soil respiration

NPP

Air-sea flux

Carbon fluxes

Carbon stores

c.f. 7-8 GtC cumulative uptake 4 years after Pinatubo (Jones & Cox, 2001)

Page 29: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Winter Warming?

1883-1991 average

Tambora

Ensemble mean

Stenchikov et al 2006

Ensemble members

Page 30: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Atlantic Meridional Overturning Circulation

Stenchikov et al 2009

latitude

Dep

th (

m)

1Sv =106 m3/s Control = 12Sv

Page 31: Modelling the climatic influence of Volcanoes · influence of Volcanoes Paul Valdes, Peter Hopcroft, Jessy Kandlbauer ... –Super volcanoes •Biogeochemical Perspectives •Recent

Future work

• Winter warming – what causes this, and under which conditions? • What controls the AMOC under volcanic forcing? • What are the dominant controls on terrestrial and oceanic carbon cycle changes? • Can we test the influence of volcanic dust input on ocean productivity?