evidence for high biogenic isoprene emissions in the north ...€¦ · 5.2 % 8.7 % periods of calm...

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THE THIRD WORKSHOP ON ATMOSPHERIC COMPOSITION AND THE ASIAN SUMMER MONSOON (ACAM) Evidence for high biogenic isoprene emissions in the North-Western Indo-Gangetic plain A. K Mishra, B. P Chandra, V. Sinha Atmospheric Chemistry and Emissions Research Group Department of Earth and Environmental Sciences Indian Institute of Science Education and Research (IISER) Mohali INDIA 1

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Page 1: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

THE THIRD WORKSHOP ON

ATMOSPHERIC COMPOSITION AND THE ASIAN SUMMER MONSOON (ACAM)

Evidence for high biogenic isoprene emissions in the

North-Western Indo-Gangetic plain

A. K Mishra, B. P Chandra, V. SinhaAtmospheric Chemistry and Emissions Research Group

Department of Earth and Environmental Sciences

Indian Institute of Science Education and Research (IISER) Mohali

INDIA1

Page 2: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Importance of Isoprene

Isoprene

Global Budget

0200400600800

TgC

a-1

Guenther et al. 2005 & 2006

2

Major oxidation products

The dominant first generation oxidation products of isoprene are formaldehyde, MVK and MACR.

India

Ambient Isoprene measurements

commenced only from August 2011 (Sinha et., al

2014)

Why do plants emit isoprene?

1. Thermo-tolerance

2. Oxidative stress tolerance

3. Plant defense

Atmospheric chemistry relevance

1. Reactivity is important for ozone and air quality

2. Isoprene chemistry can affect atmospheric oxidizing chemistry

Page 3: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

V. Kumar, V. Sinha IJMS,374 (2014) 55–63

• What are the ambient isoprene concentrations in the north-west IGP?

• What is their diel and seasonal variability over a full year?

• What are the drivers of high daytime biogenic isoprene?

• How realistically does WRF-CHEM simulate ambient isoprene measurements?

Objectives

Data set used: March 2012 to February 2013

3

Proton Transfer Reaction-Mass spectrometer (PTR-MS)

VOCs

Isoprene

Furan

Sinha et al Atmos. Chem. Phys., 14, 5921–5941, 2014

Page 4: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

What are the ambient isoprene concentrations in the north-western IGP?

Average

50th Percentile

75th Percentile

25th Percentile

90th Percentile

10th Percentile

Less solar radiation

=> Less Isoprene

4

Daytime: Solar Radiation > 50 W/m2

Daily fire-count data from 1 Mar 2012-28 Feb 2013

Number of data points, n > 100000

Kumar et., al, J. Geophys. Res. Atmos., 121, doi:10.1002/2015JD024308.

Page 5: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

No. of data points n > 100000

5

Biogenic Isoprene Emissions: Month-wise daytime/nighttime concentration ratio

Ratio of Day & Night time mean Isoprene concentration

Isoprene = F(Solar radiation, temperature)

Page 6: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Profile of another VOC which can be co-emitted biogenically from leaves: Acetaldehyde

(SEPTEMBER 2012)

Day-Time Values (0700 to 1700)

Page 7: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Isoprene and its major daytime oxidation products: MVK+MACR

(SEPTEMBER 2012)

Day-Time Values (0700 to 1700)

Page 8: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Analysis of an oxidation product of isoprene : Formaldehyde

(SEPTEMBER 2012)

Day-Time Values (0700 to 1700)

Page 9: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Drivers of ambient bioegnic isoprene concentrations: Radiation and temperature

Page 10: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Comparison of ambient isoprene mixing ratio with other sites

Butler et,. al Atmos. Chem. Phys., 8, 4529–4546, 2008

C. E. Jones et,al Atmos. Chem. Phys., 11, 6971–6984, 2011

Page 11: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

GEOGRAPHICAL

DATA

(USGS Dataset)

METEOROLOGICAL

DATA [ARCHIVED]

[NCEP Fnl]

GEOGRID

geo_em_dx

UNGRIB

METGRID

INTERMEDIATE

FORMAT

met_em_dx

FORMATWRF-Preprocessing System

(WPS)

2d

Emission

Data

NCAR FINN.

(1 km2)

OPEN BURNING

Real.exe

WRF_INPUT_dx

WRF.exe

EDGAR HTAP

DATASET

(0.10

X 0.10)

ANTHROPOGENIC

MEGAN Model

BIOGENIC

(Online)

CHEMICAL

BOUNDARY

CONDITION

MOZART

ARW

CORE

WRF-CHEM

WRF_bdy_dx

11

3d

Page 12: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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WRF-CHEM simulation of ambient levels of isoprene

Driving factors

Driving factors

Model DomainEq. (5,8 & 14)Guenther et al.,

2006

Model vs Measurements

Page 13: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Comparison (WRF-CHEM model vs measurements)

Eq. (5,8 & 14)Guenther et al., 2006

Page 14: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Take home message

14

Months of February &

September exhibit

higher emissions of

biogenic isoprene

Major oxidation products

were consistent with

daytime emissions of

biogenic isoprene

Ambient isoprene

concentrations are

comparable to those

reported from forested

sites

WRF-CHEM under-

estimates ambient

isoprene emissions at our

site

Page 15: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Dr. Vinayak Sinha

ACAM and all organizers

Dr. Bärbel Sinha and all my group members

IISER Mohali

Dr. Rajesh Kumar and Dr. Mary Barth for help in setting up WRF-CHEM

ACKNOWLEDGEMENTS

15

Council of Scientific & Industrial Research (CSIR)

Page 16: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

IISER Mohali Atmospheric Chemistry Facility

PM10

NOx

SO2

PM2.5

CO

O3

CRDS(PTR-MS)

VOCs GHG CO2

CH4

N2O

NH3

H2O

For further information visit: http://14.139.227.202/faculty/vinayak/index.php/vsinha

For data request: [email protected]

TD GC FIDAir Quality Station

Aug 2011 Aug 2011 Oct 2015

Thank you

2016

Page 17: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

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Simulation details

Resolved Scale Cloud

PhysicsThompson

Microphysics

Convective & Shallow

Cloud (Sub-grid)Kain-Fritch Convective

scheme

Long & short wave

radiation transferRRTM (Mlawer et.,

1997)

Surface Processes NOAH land surface

model

PBL Parametrization YSU (Yonsei boundary

layer scheme)

Model Domain

WRF Version-3.7.1

• Model domain defined on Mercator

projection

• 90 grid points in east west direction and 120

grid points in north south direction

• Horizontal grid spacing of 20km X 20km

• 51 vertical levels (surface 10hpa ~ 30 km)

• Model spin up time: 3 days Timeline: 09th September 2012 to 17th

September 2012

Page 18: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Correlation of daytime Isoprene with Acetonitrile, NO and CO

Isoprene versus Acetonitrile Isoprene versus NO

Isoprene versus CO

• Poor correlation observed between daytime

• Isoprene (in September) with combustion tracers

like CO , NO and acetonitrile

Page 19: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

4.5 % 2.5 %

5.2 % 8.7 %

Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed > 5ms-1 )

31.4 %

38.7 %

48.8 %

19.9 %

Wind-rose plot for the period

of August 2011 to June 2013.

Calm conditions account for

< 9% in all seasons.

North-west or south-east is

the dominant wind direction.

Rapid transport of air masses

occurs frequently.

Pawar et al Atmos. Chem. Phys., 15, 9501-9520, 2015

Page 20: Evidence for high biogenic isoprene emissions in the North ...€¦ · 5.2 % 8.7 % Periods of calm (Wind Speed < 1ms-1 ) Periods of rapid transport of air masses (Wind Speed >

Strong dependence of isoprene concentrations on temperature and radiation

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