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AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi NR - Area Ricerca Tor Vergata 12 January 2010 CNR - Area Ricerca Tor Vergata 14 January 2010 ISAC-CNR, Rome, Italy [email protected] CETEMPS - Dip. Fisica Università dell’Aquila, Italy [email protected] nfn.it [Barnaba et al., ACPD 2011] EGU 2011, 4 April, Vienna

AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

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Page 1: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD

Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi

CNR - Area Ricerca Tor Vergata12 January 2010

CNR - Area Ricerca Tor Vergata14 January 2010

ISAC-CNR, Rome, [email protected]

CETEMPS - Dip. FisicaUniversità dell’Aquila, [email protected]

[Barnaba et al., ACPD 2011]

EGU 2011, 4 April, Vienna

Page 2: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

… but a “bimodal” cycle is observed

AOT

Data Counts

AOT anomaly

AEROSOL OPTICAL THICKNESS (AOT) IN ROME DOES NOT PERFECTLY FOLLOW A “SINUSOIDAL” YEARLY CYCLE …

http://aeronet.gsfc.nasa.gov/

ROME

[Yu et al., JGR 2003 ]

AOT is expected to have a “sinusoidal” yearly cycle

Page 3: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

AOT “BIMODALITY” IS A MORE GENERAL FEATURE OVER EUROPE

AOT and FFAOT @ 550 nm from MISR satellite

instrument also shows significant deviation from “sinusoidal” yearly cycle.

AOT max: April & Jul-Aug

2002-2007 average

Page 4: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

WILDFIRES IN EASTERN EUROPE ARE MOSTLY CONCENTRATED INEARLY SPRING & SUMMER

Example: MODIS Fire Counts 2006 Spring

SummerThese fires are mostly related to human activities (crops, forestry, …)

Page 5: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

WE COMBINE SATELLITE DATA AND TRAJECTORY MODEL TO ESTIMATE THE IMPACT OF WILDFIRES ON EUROPEAN AOT

1. MISR AOT & Fine Fraction AOT (< 0.35 µm), λ = 550 nm, 0.5° x 0.5° Level 3 Monthly

2. MODIS, 0.5° x 0.5° Level 3 Monthly mean:

– Fire Counts, FC (counts/km2/day)

– Fire Radiative Power, FRP (MW)

3. HYSPLIT Lagrangian trajectory model (http://ready.arl.noaa.gov)

q

n1Tn1

n2

Tn2

FRPn2

FRPn1

Target Region

Combining 2 and 3 we derive a

Fire Weighted Trajectory Density (FWTD)

N

n thn

h

tFRPqFWTD1

)/exp()( 5 days

Page 6: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

MONTHLY FIRE WEIGHTED TRAJECTORY DENSITY (FWTD) 2002-2007

JAN FEB MAR APR

MAY JUN JUL AUG

SEP OCT NOV DEC

Page 7: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

FWTD YEARLY CYCLE IN PHASE WITH AOT & FFAOT

MISR AOT2002-2007 average

MISR FFAOT(~ no dust/sea salt)

FWTD

LARGER INTER-ANNUAL VARIABILITY @ MAX

Page 8: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

IMPACT OF EASTERN EUROPE FIRES IS UBIQUITOUS.PORTUGAL FIRES LIMITED TO SOUTH-WESTERN EUROPE

Q1 Q2

Q3Q4

Eastern Europe (Q3) Fires

WMed (Q1) Fires

Page 9: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

CONTRIBUTION OF WILDFIRES TO FINE FRACTION AOT (FFAOT):ESTIMATED FROM DIFFERENCE WITH “SINUSOIDAL” FIT

OBSERVED MISR FFAOT

FFAOT_RB (fit)

FFAOT_WF = FFAOT – FFAOT_RB

“Reconstructed” FFAOT

Page 10: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

CONTAMINATION FROM INTERCONTINENTAL TRANSPORT FROM NORTH AMERICA SIGNIFICANT ONLY IN SOUTH-WESTERN EUROPE IN SPRING

MISR FFAOT JULY2002-2007 average

MISR FFAOT

FFAOT_RB (fit)

FFAOT – FFAOT_RB

Page 11: AN IMPORTANT FINGERPRINT OF WILDFIRES ON THE EUROPEAN AEROSOL LOAD Francesca Barnaba, Federico Angelini, Gabriele Curci, Gian Paolo Gobbi CNR - Area Ricerca

CONCLUDING REMARKS

• A step forward toward a comprehensive long-term (2002-2007) evaluation of wildfires impact (mostly from agricultural & forestry practices) on European aerosol load: previous studies focused on episodic events.

• A combination of satellite observations and trajectory modelling show that fires (mostly from Eastern EU and European Russia) contribute to a continent-wide haze.

• In spring and summer, 10-30% of Fine Fraction AOT over Europe is related to wildfires.

• Clear target for mitigation: biomass energy production and air quality

• To be done: Evaluation of the impact on PM at the ground (air quality) – Preliminary estimate on PM10:

WF Fine Fraction AOT = 0.04Mass-to-extinction = 4 m2/g

Column Mass = 0.01 g/m2

If PBL Height = 1000 mand Uniform distribution

Monthly mean WF related PM10 = 10 µg/m3