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Willkommen Welcome Bienvenue HALOSEARCH: Searching for Unknown Halocarbons in the Atmosphere Myriam Guillevic 1 , Martin K. Vollmer 1 , Aurore Guillevic 2 , Matthias Hill 1 , Paul Schlauri 1 , Stefan Reimann 1 and Lukas Emmenegger 1 1 Laboratory for Air Pollution and Environmental Technology, Empa, Switzerland 2 Loria, Inria Nancy, France © Photograph: Konsta Punkka
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HALOSEARCH: Searching for Unknown Halocarbons in the ...

Jan 11, 2022

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Page 1: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Willkommen

Welcome

Bienvenue

HALOSEARCH:

Searching for Unknown Halocarbons in the

Atmosphere

Myriam Guillevic1, Martin K. Vollmer1, Aurore Guillevic2, Matthias Hill1, Paul

Schlauri1, Stefan Reimann1 and Lukas Emmenegger1

1Laboratory for Air Pollution and Environmental Technology, Empa, Switzerland2Loria, Inria Nancy, France

© Photograph: Konsta Punkka

Page 2: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Agenda

Introduction: context, substances, measurement network

Measurement method

Data

Identification method

Example with CFC-11

Take-home message

Eurachem | 21 Mai 2019 | [email protected]

Page 3: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Vision

To identify all trace gases in the atmosphere containing halogen,

sulfur, silicon – relevant for environment, climate and public health

To be prepared for target screening of expected pollutants before

emissions to the atmosphere start

Eurachem | 21 Mai 2019 | [email protected]

Page 4: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Need for global atmospheric

measurement network

E.g.: Montreal Protocol, monitoring of ozone

depleting substances → protection of ozone layer

1978: Start of ALE (Atmospheric Lifetime Experiment)

Eurachem | 21 Mai 2019 | [email protected]

Page 5: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Need for global atmospheric

measurement network

1978: Start of ALE (Atmospheric Lifetime Experiment)

AGAGE in 2019

E.g.: Montreal Protocol, monitoring of ozone

depleting substances → protection of ozone layer

Eurachem | 21 Mai 2019 | [email protected]

Page 6: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Four generations of halogenated compounds (simplified)

I

CFCchlorofluorocarbon

II

HCFChydrochlorofluorocarbon

III

HFChydrofluorocarbon

IV

HFOhydrofluoroolefin

Gen

era

tio

nExa

mp

le

R11

Trichlorofluoromethane

R22

Chlorodifluoromethane

R134a

Tetrafluoroethane

R1234yf

Tetrafluoropropene

Ph

ase

-ou

t

ODP

GWP1

4'660

0.05

1'760

0

1'300

0

<4

Montreal-Protocol

1987 – 2010

Montreal-Protocol

2004 – 2030

Kyoto-Protocol

MP Kigali-Amendment

2019 – 2048 Eurachem | 21 Mai 2019 | [email protected]

Page 7: HALOSEARCH: Searching for Unknown Halocarbons in the ...

HFO-1234yf catches fire at Mercedes

Justification: environment, public health, safety

HFO-1234yf: used in air

conditioners of new cars

Unknown environmental/health

effects of new substances / by

products / decomposition

products

Strength of AGAGE network:

implementation of worldwide

target screening of newly

detected substance can happen

in < 1 year

years

Data from

Jungfraujoch,

CH

Eurachem | 21 Mai 2019 | [email protected]

Page 8: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Measurement method

APRECON-GC-MS: advanced

preconcentration – gas chromatograph -

time of flight mass spectrometer

Data acquisition: preconcentration +

analysis 1h10 min

File size: 500 MB

Time-of-flight

Mass

spectrometer(Tofwerk)

APRECON(Empa)

Gas

chromatograph (Agilent 7890B) Eurachem | 21 Mai 2019 | [email protected]

Page 9: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Atmospheric data

Mass range of molecules: 26 (ethyne) to < 300

Mass range of fragments: 24 (C2H2+) to 293 (C7F11

+)

Small masses → Use TOF-MS instrument (not e.g. Orbitrap)

Number of atoms per fragment: 1 (Cl+,…) to 18 (C7F11+)

Many isomers: identification by fragments → hard ionisation, EI

Many isotopologues with clear pattern (with Cl, Br, C, O, S, N)

Eurachem | 21 Mai 2019 | [email protected]

Page 10: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Molecule identification: Route

Automated identification

Automated quality control on identification

Confidence estimate

Efficient data processing – in less time than needed for acquisition!

Intelligent process: robust with varying sample properties

Programming language: Python

Eurachem | 21 Mai 2019 | [email protected]

Page 11: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Workflow

Eurachem | 21 Mai 2019 | [email protected]

Target analysis

Page 12: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Workflow

Find formula for each mass

-> knapsack!

Target analysis Non-target analysis

Eurachem | 21 Mai 2019 | [email protected]

Page 13: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Workflow: Knapsack algorithm

C

C

CC

F

F

F

O

O

O

Cl

Cl

Cl

Cl

H

HH

Weight: 100.936 ± 0.002 g/mol (U = 20 ppm)

Eurachem | 21 Mai 2019 | [email protected]

Page 14: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Expected number of solutions 22 atoms: H, B, C, N, O, F, Si, S, Cl, Br, I + stable isotopes

Until mass 120, nb of solutions <1000

Fast, exact and complete calculations possible

Eurachem | 21 Mai 2019 | [email protected]

Page 15: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Expected number of solutions

Eurachem | 21 Mai 2019 | [email protected]

Page 16: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Expected number of solutions

DBE: double bound equivalent,

‘chemistry rule’

All formula with DBE < 0 eliminated

𝐷𝐵𝐸 = 1 + 0.5 𝑁𝑖 (𝑉𝑖 − 2)

Eurachem | 21 Mai 2019 | [email protected]

Page 17: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Real data: Number of solutions – with mass, DBE

and isotopes

For each abundant isotopologue,

generate rare ones (several)

CFCl2

[13C]FCl2

CFCl[37Cl]

CF[37Cl]2

[13C]F[37Cl]2

[13C]FCl[37Cl]

Eurachem | 21 Mai 2019 | [email protected]

Page 18: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Real data: Number of solutions – with mass, DBE

and isotopes

For each abundant isotopologue,

generate rare ones (several) For each rare isotopologue, generate

abundant one (just one)

CFCl2

[13C]FCl2

CFCl[37Cl]

CF[37Cl]2

[13C]F[37Cl]2

[13C]FCl[37Cl]

[13C]FCl[37Cl]

CFCl2

Eurachem | 21 Mai 2019 | [email protected]

Page 19: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Example: CFC-11

CFCl3

Eurachem | 21 Mai 2019 | [email protected]

Page 20: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Example: CFC-11

CFCl3

Eurachem | 21 Mai 2019 | [email protected]

Page 21: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Example: CFC-11

CFCl3

Eurachem | 21 Mai 2019 | [email protected]

Page 22: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Example: CFC-11

CFCl3

100.936 g/mol

B2Br and CFCl2

Eurachem | 21 Mai 2019 | [email protected]

Page 23: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Workflow: overview

Eurachem | 21 Mai 2019 | [email protected]

Page 24: HALOSEARCH: Searching for Unknown Halocarbons in the ...

Workflow: overview

Eurachem | 21 Mai 2019 | [email protected]

Page 25: HALOSEARCH: Searching for Unknown Halocarbons in the ...

© Photograph: Konsta Punkka

Trace gases in the atmosphere: small molecules

Many exact calculations are possible

Fragment identification: using TOF exact mass, DBE, isotopic pattern

Molecule identification: in progress

Build molecule from fragment

Soft ionisation

Retention time

Comparison to NIST data converted to high resolution

Any inputs welcome!

Thank you for your attention!

We acknowledge Tofwerk and Aerodyne for technical support

Contact: [email protected]

Take-home message

© Photograph: Konsta Punkka