voigt line-mixing comparison of xco2 retrieved with and
TRANSCRIPT
Introduction
Instrumentation
Results
Conclusion
References
Acknowledgements
Contact Information
Joseph Mendonca
60 St. George St.,
Toronto, Ontario,
M5S 1A7, Canada
Tel: 416-946-0869
Email: [email protected]
The Bruker 125HR Fourier Transform Infrared
Spectrometer (which will be called the PEARL
FTS) is located at the Polar Environmental
Atmospheric Research Laboratory (PEARL) in
Eureka, Nunavut.
The PEARL FTS measures absorption spectra from
direct solar radiation in both the mid-infrared region
(2006-present) and the near-infrared region (Sept
2009-present).
Total Columns of CO2 are retrieved from spectra
recorded in the near-infrared region.
The optical layout of the instrument is based on a
modified Michelson interferometer.
As of 2010, the concentration of carbon dioxide (CO2)
in the atmosphere has risen by 109 ppm (WMO GHG
report, 2011) from its pre-industrial concentration of
280 ppm (Jacob, 1999). Atmospheric CO2 is
responsible for ~85% increase in the radiative forcing,
over the past decade (WMO GHG report, 2011). For
this reason it is important to monitor the amount of
CO2 in the atmosphere.
One of the goals of the Total Carbon Column
Observing Network (TCCON) is to make precise and
accurate measurements of CO2, in order to identify
regional sources and sinks of CO2 (Wunch et al., 2011).
In order to do so, measurements of the column-
averaged abundance of CO2 (XCO2) need to be made
with a precision of 0.3% (Hartmann et al., 2009).
The work done by Hartmann et al. (2009) shows that
one has to take into account line-mixing in the forward
spectral model if one wants to improve the precision of
XCO2 retrieved from atmospheric spectra. Line-mixing
occurs at pressures where lines are broadened enough
to overlap, altering the spectral shape calculated by the
forward spectral model (Boulet., 2004). Excess CO2 is
retrieved from absorption in the troughs between lines
where line-mixing has its largest effects (Hartman et
al., 2009). The effect of line-mixing becomes more
prevalent as one measures through larger amounts of
air mass. In this study I will use the line-mixing
software of Lamouroux et al. (2010), as implemented
in GGG/GFIT, to retrieve XCO2 from solar absorption
spectra recorded by the PEARL FTS for different
amounts of air mass (which is proportional to the solar
zenith angle (SZA) that the measurement is made at).
Voigt Line-mixing
Spectral Fits at SZA=86o
Figure 1. Shows the spectral fits of the 6220 cm-1 band (top 2
plots) and 6339 cm-1 band (bottom 2 plots) using a Voigt line
profile and Line-mixing for a spectrum recorded at SZA of 86o.
Including line-mixing in the spectral fitting process
improved the agreement between the measured and
the calculated spectrum.
However, one can see from Figure 1 that
significant features in the residuals still remain.
Comparison of XCO2 Retrieved With and Without Line-mixing for SZA>85o
Figure 2. The plot shows the amount of XCO2 retrieved using
the standard Voigt line profile and line-mixing. The bottom plot
shows the difference in XCO2 retrieved.
As seen in Figure 2, more XCO2 is retrieved as SZA
increases when the standard Voigt line profile is
used in the spectral fitting process (XCO2 increases
by about 6 ppm).
When line-mixing is taken into account less XCO2
is retrieved but XCO2 is still increasing as a function
of SZA.
Figure 3. Shows the spectral fits of the 6220 cm-1 band (top 2
plots) and 6339 cm-1 band (bottom 2 plots) using a Voigt line
profile and line-mixing for a spectrum recorded at SZA of 69o.
Voigt Line-mixing
Spectral Fit at SZA=69o
Including line mixing in the spectral fitting process
when the SZA=69o does not improve the spectral fits
as seen in Figure 3.
Figure 4. The plot shows the amount of XCO2 retrieved using
the standard Voigt line profile and line-mixing. The bottom plot
shows the difference in XCO2 retrieved.
Comparison of XCO2 Retrieved With and Without Line-mixing for SZA between 68o and
71.5o
As seen in Figure 4, including line-mixing slightly
decreases the amount of XCO2 retrieved.
The amount of XCO2 retrieved as a function of
SZA in Figure 4 remains almost constant compared
to the increase seen in Figure 2.
At SZA<71.5 the effect of line-mixing on the
spectral fits diminishes.
Retrievals of XCO2 from Eureka spectra are
influenced by line-mixing at SZA 85-87 and to a
lesser extent SZA 68-71.5.
The influence of line-mixing on the spectral fits
increases as the amount of air mass increases.
Using the line-mixing software improves the
spectral fits but systematic features in the residuals
still remain.
The investigation of the impact of line-mixing must
be done at other TCCON sites for various SZA (air
mass measured through).
Boulet, C. (2004): Collisional effects on spectral line-shape. Comptes Rendus Physique 5, (2),
Pages: 201-214.
Hartmann, J.-M. , Tran, H. and Toon, G. C. (2009): Influence of line mixing on the retrievals of
atmospheric CO2 from spectra in the 1.6 and 2.1 μm regions, Atmos. Chem. Phys., 9, 7303–7312.
Lamouroux, J., Tran, H., Laraia, A.L., Gamache, R.R., Rothman, L.S., Gordon, I.E., Hartmann, J.-
M.: Updated database plus software for line-mixing in CO2 infrared spectra and their test using
laboratory spectra in the 1.5–2.3 μm region, J. Quant. Spectrosc. Radiat. Transfer, DOI:
10.1016/j.jqsrt.2010.03.006, 2010.
Rodgers, C. D. (2000): Inverse Methods for Atmospheric Sounding: Theory and Practice, Volume 2
of Series on Atmospheric, Oceanic and Planetary Physics, World Scientific Co. Pte. Ltd.
WMO Secretariat (2011): WMO GREENHOUSE GAS BULLETIN: The State of Greenhouse
Gases in the Atmosphere Based on Global Observations through 2010, : http://www.wmo.int/gaw,
November 2011
Wunch, D., G.C. Toon, J.-F.L. Blavier, R.A. Washenfelder, J. Notholt, B.J. Connor, D.W.T.
Griffith, V. Sherlock, P.O. Wennberg. The Total Carbon Column Observing Network. Phil. Trans.
R. Soc. A, 369, 2011 .
CANDAC and PEARL are supported by: ARIF, AIF/NSRIT, CFCAS, CFI, CSA, EC, GOC-IPY, NSERC, OIT, ORF, INAC, and PCSP Logistical and operational support at Eureka: CANDAC operators, the team at Environment Canada’s Weather Station, CANDAC/PEARL PI J.R. Drummond, CANDAC data manager Yan Tsehtik, and PEARL site manager Pierre Fogal. Canadian Arctic ACE Validation Campaigns (led by PI Kaley Walker): CSA, EC, NSERC, and NSTP GOSAT Validation: CSA, JAXA, NIES, and MOE. Special thanks to David Griffith, Ron Macatangay, Nick Deutscher, Debra Wunch, Geoff Toon, and Vanessa Sherlock for all the help they provided.