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CO sources and transport processes driving African upper tropospheric pollution: quantification from the SOFTIO coupling model CO sources and transport processes driving African upper tropospheric pollution: quantification from the SOFTIO coupling model Alain Fontaine 1,2 , Bastien Sauvage 1 , Sabine Eckhardt 3 , Hervé Pétetin 1 , Antoine Auby 1 , Damien Boulanger 2 and Valerie Thouret 1 1 Laboratoire d’Aérologie, Université Paul Sabatier, CNRS, Toulouse, France 2 Observatoire MidiPyrénées, UMS 831 SEDOO, CNRS, Toulouse, France 3 NILU – Norway Institute for Air Research, Kjeller, Norway

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Page 1: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

CO sources and transport processes driving African upper tropospheric pollution: 

quantification from the SOFT‐IO coupling model

CO sources and transport processes driving African upper tropospheric pollution: 

quantification from the SOFT‐IO coupling model

Alain Fontaine1,2, Bastien Sauvage1, Sabine Eckhardt3, Hervé Pétetin1, Antoine Auby1 ,Damien Boulanger2 and Valerie Thouret1

1 Laboratoire d’Aérologie, Université Paul Sabatier, CNRS, Toulouse, France2 Observatoire Midi‐Pyrénées, UMS 831 SEDOO, CNRS, Toulouse, France3 NILU – Norway Institute for Air Research, Kjeller, Norway

Page 2: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

Context of the studyContext of the study

Tropics are a key region in atmospheric pollution and climate issues‐ less in situ observations than in mid‐latitudes‐most of the rapid changes in anthropogenic emissions comes from South America, Africa and South‐East Asia with more growing mega cities‐most of the natural emissions (biomass burning, lightning) are in the Tropics every seasons‐ half of the global tropospheric O3 increase comes from the Tropics (Zangh et al. Nature Geos. accepted)

IAGOS Scientific Symposium, Tuesday 18th October 2016 2

Tropospheric O3 increase seen by satellite (TOAR, Cooper et al.)

Page 3: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

IAGOS‐MOZAIC observationsIAGOS‐MOZAIC observationsIAGOS‐MOZAIC observations of O3, CO and Relative Humidity : Air Namibia aircraft daily flights between Frankfurt/London and Windhoek (December 2005‐October 2013) Give a description of the seasonal distribution variations of O3, CO and RH in the tropical African upper troposphere (9‐12km)

SOFT‐IO coupling modelAssign the sources & regions driving the meridional CO distributions Investigate the inter annual variability and trends of tropical CO

IAGOS Scientific Symposium, Tuesday 18th October 2016 3

UT/LS CO observations along MOZAIC aircraft

Page 4: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

Methodology: quantifying the source/receptor link for the IAGOS database: SOFT‐IO

Methodology: quantifying the source/receptor link for the IAGOS database: SOFT‐IO

IAGOS Scientific Symposium, Tuesday 18th October 2016 4

IAGOS Aircraft

Operational analyses 1° resolution 60-137 levels

Residence time of plume dispersionMeteorological data

CO Emission inventories Anthropogenic: MACCITY, EDGARBiomass burning: GFAS, GFEDdistributed by the ECCAD database(http://eccad.pole‐aeris.fr)

IAGOS DatabaseAircraft measurementsAdd‐value products

Clusters

Regional CO contributionsCO sources contribution

IAGOS user interface

Coupling tool(SOFT-IO)

injection

resid

zEmissionTonContributi

SOFT‐IO diagram (Sauvage et al., GMD to be submitted)

Page 5: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

Dynamical context: transport of pollutionDynamical context: transport of pollution

IAGOS Scientific Symposium, Tuesday 18th October 2016 5

Main circulation patterns

Page 6: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

UT/LS trace gaz distributions (2005‐2013)UT/LS trace gaz distributions (2005‐2013)

IAGOS Scientific Symposium, Tuesday 18th October 2016 6

DJF

JJA

MAM

SON

O3 & CO (p

pb) / RH (%

)

ITCZ: RH & CO max, O3 negative min and gradients toward pole: negative RH & CO, positive O3

ITCZ

ITCZ ITCZ

ITCZ

LSLS

LSLS

Page 7: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

UT/LS CO seasonal origins: sourcesUT/LS CO seasonal origins: sources

IAGOS Scientific Symposium, Tuesday 18th October 2016 7

DJF MAM

Observations vs total contributions

JJA SON

Page 8: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

UT/LS CO seasonal origins: regionsUT/LS CO seasonal origins: regions

IAGOS Scientific Symposium, Tuesday 18th October 2016 8

DJF MAM

Observations vs fire regional contributions

JJA SON

Page 9: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

UT/LS CO seasonal origins: regionsUT/LS CO seasonal origins: regions

IAGOS Scientific Symposium, Tuesday 18th October 2016 9

DJF MAM

Observations vs anthropic regional contributions

SONJJA

Page 10: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

CO (ppb) time series (monthly means)CO (ppb) time series (monthly means)

IAGOS Scientific Symposium, Tuesday 18th October 2016 10

Observed CO Total CO contribution

Fire CO contribution Anthropogenic CO contribution

Page 11: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

Further investigationsFurther investigationsInvestigate adjacent meridional CO gradients (South America, Atlantic, Indian Ocean regions with no IAGOSmeasurements) with satellite observations (IASI, MOPITT) to:

• Quantify CO import/export from Africa in the Tropics

• Investigate CO trends in the Tropics

Use CTM to better understand O3 positive meridional gradients (JJA & SON) and the role of other sources (South America, South‐East Asia, lightnings) in the ozone UT distributions.

IAGOS Scientific Symposium, Tuesday 18th October 2016 11

CO comparisons: IAGOS vs satellite (IASI) & CTM (GEOS‐Chem)

Page 12: CO and transport processes driving tropospheric pollution ... · SOFT‐IO coupling model Assign the sources & regions driving the meridional CO distributions Investigate the inter

ConclusionsConclusions

IAGOS Scientific Symposium, Tuesday 18th October 2016 12

For the first time daily observations of O3, CO & RH allow to give a detailed description of the seasonal distributions over the African tropical upper troposphere

Negative CO & RH meridional gradients are observed south and north of the ITCZ winds divergence zone, while O3 displays positive gradients except in MAM

First estimation on the origin of the CO distributions are realizes thanks to SOFT‐IO modeling:

• African tropical UT CO is mostly related to the transport process scheme described in Sauvage et al. (2007): African emissions (anthropogenic and fires) are mostly influencing UT CO gradients through Hadley cells circulation

• Anthropogenic emissions drive tropical CO with 60 to 70% influence, except in DJF where fires are dominant (55% influence), considering mean values (Q2)

• Biomass burning are in majority emitted regionally (N. Africa in DJF & MAM, S. Africa in JJA & SON), except in SON with some fires influence from South America 

• Tropical UT CO mixing ratios highest values (>Q3) are driven by biomass burning emissions while anthropogenic emissions drive subtropical CO highest valueswith Hadley cells transport of African emissions sustained with emission from Asia through easterly circulation (TEJ & AMA)