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Contribution from Contribution from Natural Sources of Natural Sources of Aerosol Particles to Aerosol Particles to PM in Canada PM in Canada Sunling Gong Sunling Gong Scientific Team: Scientific Team: Tianliang Zhao, Tianliang Zhao, David Lavoue, Richard Leaitch, David Lavoue, Richard Leaitch,

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Page 1: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Contribution from Contribution from Natural Sources of Natural Sources of

Aerosol Particles to PM Aerosol Particles to PM in Canadain Canada

Sunling GongSunling Gong

Scientific Team: Scientific Team: Tianliang Zhao,Tianliang Zhao,David Lavoue, Richard Leaitch,David Lavoue, Richard Leaitch,

Page 2: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

NARCMNARCM

NARCM

RCMRegional Climate Model

CAMCanadian Aerosol Module

DynamicsPhysics

Semi-LagrangeTracer Transport

Source Function Aerosol Processes

NCEP

Page 3: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Aerosol Mass BalanceAerosol Mass Balance

ij ij

TRANSPORT

ij

SURFACE

ij

CLEAR AIR

ij

DRY

ij

IN CLOUD

ij

BELOW CLOUDS

t t t t t

t t

Gong et al. 2003, JGRCAM: A Size Segregated Simulation of Atmospheric Aerosol Processes for Climate and Air Quality Models1. Module Development

Page 4: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Source FunctionsSource Functions

•Sea-saltSea-salt•Soil dustSoil dust•DMS - SulphateDMS - Sulphate•BC/OCBC/OC

Bio-mass burningBio-mass burning

Page 5: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Sr

SSrela

tot drrdSRRug

EG )(11 23*

6)(%134.010 claytotSD GF

Horizontal and Vertical Horizontal and Vertical FluxesFluxes

r < 20 m

** uuR t

Marticorena and Bergametti [1995]

Source Functions – Soil DustSource Functions – Soil Dust

Page 6: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Parameters NeededParameters NeededSoil Features

– Roughness– Texture (size distribution)– Composition– Land use

Meteorology– Wind speed– Soil moisture

Source Functions – Soil DustSource Functions – Soil Dust

Page 7: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Source Functions – Sea-saltSource Functions – Sea-salt

dr

rdF

dr

rdF

dr

rdFSS )()()( 01

By two mechanisms:By two mechanisms:

[Monahan [Monahan et alet al. 1986]. 1986]

Page 8: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Global Budgets for the 1980s

Biomass Burning

Fossil Fuels3

Natural Sources1

Savannas1

Tropical forests1

Boreal & temperate vegetation fires2

Agricultural fires1

Domestic fuels1

2.171.930.330.531.00

15.516.6

5.93.19.3

7.8

9.45.10

TOTAL

_

B.C.(Tg year-1)

P.O.M.(Tg year-1)

11.06 67.61Liousse et al. (1996), 2Lavoué et al. (2000), 3Cooke et al. (1999)

5.96 50.4

Source Functions – Bio-MassSource Functions – Bio-Mass

Page 9: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Boreal Forest Fire Emissions, 1998

Source Functions – BC/OCSource Functions – BC/OC

Page 10: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Black Carbon, Canada

0

20,000

40,000

60,000

80,000

100,000

120,000

140,000

160,000

180,000

200,000

1970

1971

1972

1973

1974

1975

1976

1977

1978

1979

1980

1981

1982

1983

1984

1985

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

BC

(t)

30%

Source Functions – BC/OCSource Functions – BC/OC

Page 11: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

0

250,000

500,000

750,000

1,000,000

1,250,000

1,500,000

1,750,000

2,000,000

2,250,000

1970

1971

1972

1973

1974

1975

1976

1977

1978

1979

1980

1981

1982

1983

1984

1985

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

PO

C (

t)

90%Particulate Organic Carbon, Canada

Source Functions – BC/OCSource Functions – BC/OC

Page 12: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

nM JanuarynM January

Source Functions – DMSSource Functions – DMS

Page 13: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

1998 – BC/OC 1998 – BC/OC from biomass onlyfrom biomass only

2001 – spring 2001 – spring with all sourceswith all sources

ResultsResults

Page 14: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Results – Dust AerosolsResults – Dust Aerosols

Page 15: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Results – Soil DustResults – Soil Dust

Page 16: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

POM ConcentrationsPOM Concentrations

Page 17: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Results – BCResults – BC

Page 18: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Canadian Fires, 1998

Organic Matter Summertime Organic Matter Summertime ConcentrationsConcentrations

Surface concentration (ng.m-3)

Column loading (ug.m-2)

Results –OCResults –OC

Page 19: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Sulphate - May 1998Sulphate - May 1998

Page 20: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Sulphate - Aug 1998Sulphate - Aug 1998

Page 21: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

OC/Sulphate Ratio May 1998OC/Sulphate Ratio May 1998

Page 22: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

OC/Sulphate Ratio Aug 1998OC/Sulphate Ratio Aug 1998

Page 23: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

BC/Sulphate Ratio May 1998BC/Sulphate Ratio May 1998

Page 24: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

BC/Sulphate Ratio Aug 1998BC/Sulphate Ratio Aug 1998

Page 25: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Results – Sea-saltResults – Sea-salt

Sea-salt to PM in East Sea-salt to PM in East Canada – 2001 SpringCanada – 2001 Spring

%

g m-3

Page 26: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Results – Sea-saltResults – Sea-salt

Sea-salt to PM in Sea-salt to PM in West Canada – 2001 West Canada – 2001 SpringSpring

g m-3

%

Page 27: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Other Natural AerosolsOther Natural Aerosols

DMS (Oceanic & Land) DMS (Oceanic & Land)

DMS+OH DMS+OH SO SO22 H H22SOSO44

Biogenic EmissionBiogenic Emission Secondary Organic Aerosol (SOA)Secondary Organic Aerosol (SOA)

VolcanoesVolcanoesSOSO22 and sulphate and sulphate

Page 28: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Saturna Island[48.78° N, 123.13° W]

Y ear (spring)

Su

rfa

ce

Du

st

Co

nc

en

tra

tio

n [

g m

-3]

0.1

1

10

Ca

lciu

m [

g m

-3]

0.1

1Modeled ConcentrationObserved Calcium

1994 1995 1996 1997 1998 1999 2000 2001

Interannual Variations – Soil DustInterannual Variations – Soil Dust

Page 29: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Black Carbon, Canada

0

20,000

40,000

60,000

80,000

100,000

120,000

140,000

160,000

180,000

200,000

1970

1971

1972

1973

1974

1975

1976

1977

1978

1979

1980

1981

1982

1983

1984

1985

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

BC

(t)

30%

Interannual Variations – Bio-MassInterannual Variations – Bio-Mass

Page 30: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

0

250,000

500,000

750,000

1,000,000

1,250,000

1,500,000

1,750,000

2,000,000

2,250,000

1970

1971

1972

1973

1974

1975

1976

1977

1978

1979

1980

1981

1982

1983

1984

1985

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

PO

C (

t)

90%

Interannual Variations – Bio-MassInterannual Variations – Bio-Mass

Particulate Organic Carbon, Canada

Page 31: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

SURFACE OZONE ENHANCEMENTS CAUSED BYSURFACE OZONE ENHANCEMENTS CAUSED BY

ANTHROPOGENIC EMISSIONS FROM DIFFERENT CONTINENTSANTHROPOGENIC EMISSIONS FROM DIFFERENT CONTINENTS GEOS-CHEMmodel, July 1997

North America

Europe

Asia

Li et al. [2001]

Page 32: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Inter-continental TransportInter-continental TransportHow much background level of ozone can be

attributed to inter-continental transport in Canada?

How much background level of PM in Canada can be attributed to inter-continental transport?

What is the impact of economic developments in other continents to Canadian AQ?

Page 33: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Intercontinental transport and Intercontinental transport and Climatic effects of Air Pollutants Climatic effects of Air Pollutants

(ICAP) (ICAP) To conduct an assessment of long-range transport and

impacts on the regional climate. (1) the role of anthropogenic emissions originating

from outside North America in U.S. air quality and the global distribution of air pollutants;

(2) the role of anthropogenic emissions from the U.S. and other developed countries in determining air quality in other regions;

(3) the contributions of important source categories (e.g., biomass burning, utility sector, transportation sector) and their pollutant emissions (e.g., ozone and PM precursors, black carbon, methane) to regional air quality and climate.

Page 34: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

Multiyear simulation – more scenarios– High and low contributions

Large domain – including Sahara desertComparison with observationsSeparate natural and anthropogenic

simulationsMulti-frame work and pollutants

– GEM/AQ, AURAMS, ….– CO, O3, BC/OC, ….

Future WorkFuture Work

Page 35: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

A frame work for studying the A frame work for studying the contributions of natural contributions of natural aerosols to the background aerosols to the background PM in Canada has been PM in Canada has been established.established.

Seal-salt and bio-mass Seal-salt and bio-mass burning contribute burning contribute substantially to the substantially to the background PM depending on background PM depending on time and locations.time and locations.

Summary - 1Summary - 1

Page 36: Contribution from Natural Sources of Aerosol Particles to PM in Canada Sunling Gong Scientific Team: Tianliang Zhao, David Lavoue, Richard Leaitch,

•Natural contributions have a Natural contributions have a large interannual variations.large interannual variations.

•More simulations should More simulations should been done to characterize the been done to characterize the variations of these variations of these contributions as well as other contributions as well as other natural components.natural components.

Summary - 2Summary - 2