Skip to main content

Investigating Regional Scale Processes Using Remotely Sensed Atmospheric CO2 Column Concentrations from SCIAMACHY

  • Chapter
  • First Online:
Environmental Change in Siberia

Part of the book series: Advances in Global Change Research ((AGLO,volume 40))

  • 659 Accesses

Abstract

Satellite observations of atmospheric CO2 are a rapidly emerging area of scientific research which have the potential to reduce the uncertainties in global carbon cycle fluxes and provide insight into surface sources and sinks. In this chapter, the potential of atmospheric CO2 measurements, retrieved by the SCIAMACHY instrument on-board the ENVISAT satellite, to investigate regional carbon cycle processes is explored. The methodology for high precision measurements of the CO2 total column retrievals from SCIAMACHY near infrared (NIR) spectral measurements are demonstrated using the Full Spectral Initiation (FSI) algorithm; which is based on the inclusion of suitable a priori information within the retrieval in order to minimize the errors on the retrieved CO2 columns. The monthly averaged CO2 distributions over Siberia and also North America contain significant spatial features which correlate well with land vegetation type. Validation of the data from the FSI retrievals is also briefly discussed. Furthermore, the capability of the SCIAMACHY to observe lower tropospheric and surface CO2 variability is then examined through comparisons to in situ aircraft observations over Siberia and additionally to surface CO2 data over Eurasia. It is shown that strong similarities exist between the CO2 anomalies measured by SCIAMACHY and those of the in situ instruments thus demonstrating the potential of SCIAMACHY to detect variations in lower tropospheric CO2.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Barkley MP (2007) Measuring atmospheric CO2 from space. Ph.D. thesis, University of Leicester

    Google Scholar 

  • Barkley MP, Frieß U, Monks PS (2006a) Measuring atmospheric CO2 from space using Full Spectral Initiation (FSI) WFM-DOAS. Atmos Chem Phys 6:3517–3534

    Article  CAS  Google Scholar 

  • Barkley MP, Monks PS, Frieß U, Mittermeier RL, Fast H, Körner S, Heimann M (2006b) Comparisons between SCIAMACHY atmospheric CO2 retrieved using (FSI) WFM-DOAS to ground based FTIR data and the TM3 chemistry transport model. Atmos Chem Phys 6:4483–4498

    Article  CAS  Google Scholar 

  • Barkley MP, Monks PS, Engelen RJ (2006c) Comparison of SCIAMACHY and AIRS CO2 measurements over North America during the summer and autumn of 2003. Geophys Res Lett 33:L20805. doi:10.1029/2006GL026807

    Article  Google Scholar 

  • Barkley MP, Monks PS, Hewitt AJ, Machida T, Desai A, Vinnichenko N, Nakazawa T, Yu Arshinov M, Fedoseev N, Watai T (2007) Assessing the near surface sensitivity of SCIAMACHY atmospheric CO2 retrieved using (FSI) WFM-DOAS. Atmos Chem Phys 7:3597–3619

    Article  CAS  Google Scholar 

  • Bösch H et al (2006) Space-based near-infrared CO2 measurements: Testing the Orbiting Carbon Observatory retrieval algorithm and validation concept using SCIAMACHY observations over Park Falls, Wisconsin. J Geophys Res 111:D23302. doi:10.1029/2006JD007080

    Article  Google Scholar 

  • Bovensmann H, Burrows JP, Buchwitz M, Frerick J, Nöel S, Rozanov VV, Chance KV, Goede A (1999) SCIAMACHY – mission objectives and measurement modes. J Atmos Sci 56:127–150

    Article  Google Scholar 

  • Buchwitz M, Rozanov VV, Burrows JP (2000) A near infrared optimized DOAS method for the fast global retrieval of atmospheric CH4, CO, CO2, H2O, and N2O total column amounts from SCIAMACHY/ENVISAT-1 nadir radiances. J Geophys Res 105:15231–15246

    Article  CAS  Google Scholar 

  • Buchwitz M, de Beek R, Nöel S, Burrows JP, Bovensmann H, Bremer H, Bergamaschi P, Körner S, Heimann M (2005) Carbon monoxide, methane and carbon dioxide columns retrieved from SCIAMACHY by WFM-DOAS: Year 2003 initial data set. Atmos Chem Phys 5:3313–3329

    Article  CAS  Google Scholar 

  • Buchwitz M, de Beek R, Nöel S, Burrows JP, Bovensmann H, Schneising O, Khlystova I, Bruns M, Bremer H, Bergamaschi P, Körner S, Heimann M (2006) Atmospheric carbon gases retrieved from SCIAMACHY by WFM-DOAS: version 0.5 CO and CH4 and impact of calibration improvements on CO2 retrieval. Atmos Chem Phys 6:2727–2751

    Article  CAS  Google Scholar 

  • Buchwitz M, Schneising O, Burrows JP, Bovensmann H, Notholt J (2007) First direct observation of the atmospheric CO2 year-to-year increase from space. Atmos Chem Phys Discuss 7:6719–6735

    Article  Google Scholar 

  • Chédin A, Serrar S, Scott NA, Crevoisier C, Armante R (2003) First global measurement of midtropospheric CO2 from NOAA polar satellites: Tropical zone. J Geophys Res 108(D18):4581. doi:0.1029/2003JD003 439

    Article  Google Scholar 

  • Chevallier F, Bréon F-M, Rayner PJ (2007) Contribution of the Orbiting Carbon Observatory to the estimation of CO2 sources and sinks: Theoretical study in a variational data assimilation framework. J Geophys Res 112:D09307. doi:10.1029/2006JD007375

    Article  Google Scholar 

  • Conway TJ, Tans PP, Waterman LS, Thoning KW, Kitzis DR, Masarie KA, Zhang N (1994) Evidence for interannual variability of the carbon cycle from the National Oceanic and Atmospheric Administration/Climate Monitoring and Diagnostic Laboratory Global Air Sampling. J Geophys Res 99:22831–22855

    Article  Google Scholar 

  • Corbin KD, Denning AS (2006) Using continuous data to estimate clear-sky errors in inversions of satellite CO2 measurements. Geophys Res Lett 33:L12810. doi:10.1029/2006GL025910

    Article  Google Scholar 

  • Denning AS, Fueng IY, Randall D (1995) Latitudinal Gradient of atmospheric CO2 due to seasonal exchange with land biota. Nature 376:240–242

    Article  CAS  Google Scholar 

  • Dils B et al (2006) Comparisons between SCIAMACHY and ground-based FTIR data for total columns of CO, CH4, CO2 and N2O. Atmos Chem Phys 6:1953–1976

    Article  CAS  Google Scholar 

  • Engelen RJ, McNally AP (2005) Estimating atmospheric CO2 from advanced infrared satellite radiances within an operational four-dimensional variational (4DVar) data assimilation system: Results and validation. J Geophys Res 110(D18):305. doi:10.1029/2005JD005982

    Article  Google Scholar 

  • Friedlingstein P, Dufresne J-L, Cox PM, Rayner P (2003) How positive is the feedback between climate change and the carbon cycle? Tellus 55B:692–700

    CAS  Google Scholar 

  • Gloudemans AMS, Schrijver H, Kleipool Q, van den Broek MMP, Straume AG, Lichtenberg G, van Hees R, Aben I, Meirink JF (2005) The impact of SCIAMACHY near-infrared instrument calibration on CH4 and CO total columns. Atmos Chem Phys 5:2369–2383

    Article  CAS  Google Scholar 

  • Gottwald M et al (2006) SCIAMACHY monitoring the earth’s changing atmosphere. DLR, Insitut fúr Methodik der Fernerkundung (IMF), Germany

    Google Scholar 

  • Gurney KR et al (2002) Towards robust regional estimates of sources and sinks using atmospheric transport models. Nature 415:626–630

    Article  Google Scholar 

  • Houweling S, Bréon F-M, Aben I, Rödenbeck C, Gloor M, Heimann M, Ciais P (2004) Inverse modeling of CO2 sources and sinks using satellite data: a synthetic inter-comparison of measurement techniques and their performance as a function of space and time. Atmos Chem Phys 4:523–538

    Article  CAS  Google Scholar 

  • Houweling S, Hartmann W, Aben I, Schrijver H, Skidmore J, Roelofs G-J, Bréon F-M (2005) Evidence of systematic errors in SCIAMACHY-observed CO2 due to aerosols. Atmos Chem Phys 5:3003–3013

    Article  CAS  Google Scholar 

  • Krijger JM, Aben I, Schrijver H (2005) Distinction between clouds and ice/snow covered surfaces in the identification of cloud-free observations using SCIAMACHY PMDs. Atmos Chem Phys 5:2279–2738

    Article  Google Scholar 

  • Lin JC, Gerbig C, Daube BC, Wofsy SC, Andrews AE, Vay SV, Anderson BE (2004) An empirical analysis of the spatial variability of atmospheric CO2: Implications for inverse analyses and spaceborne sensors. Geophys Res Lett 31:L23104. doi:10.1029/2004GL020957

    Article  Google Scholar 

  • Machida T, Nakazawa T, Muksyutov S, Tohjima Y, Takahashi Y, Watai T, Vinnichenko N, Panchenko M, Arshinov M, Fedoseev N, Inoue G (2001) Temporal and spatial variations of atmospheric CO2 mixing ratio over Siberia. In: Proceedings of the sixth international CO2 conference, Sendai, Japan

    Google Scholar 

  • Miller CE et al (2007) Precision requirements for space-based XCO2 data. J Geophys Res 112:D10314. doi:10.1029/2006JD007659

    Article  Google Scholar 

  • Olsen SC, Randerson JT (2004) Differences between surface and column atmospheric CO2 and implications for carbon cycle research. J Geophys Res 109(D02301). doi:10.1029/2003JD003 968

    Google Scholar 

  • Palmer PI, Barkley MP, Monks PS (2008) Interpreting the variability of space-borne CO2 column-averaged volume mixing ratios over North America using a chemistry transport model. Atmos Chem Phys 8:5855–5868

    Article  CAS  Google Scholar 

  • Patra PK et al (2006) Sensitivity of inverse estimation of annual mean CO2 sources and sinks to ocean-only sites versus all sites observational networks. Geophys Res Lett 33:L05814. doi:10.1029/2005GL025403

    Article  Google Scholar 

  • Prentice IC, Farquhar GD, Fasham MJR, Goulden ML, Heimann M, Jaramillo VJ, Kheshgi HS, Le Quéré C, Scholes RJ, Wallace DWR (2001) The Carbon Cycle and Atmospheric Carbon Dioxide. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds). Climate Change 2001. The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp 881

    Google Scholar 

  • Rayner PJ, O’Brien DM (2001) The utility of remotely sensed CO2 concetration data in surface source inversions. Geophys Res Lett 28:175–178

    Article  CAS  Google Scholar 

  • Remedios JJ, Parker RJ, Panchal M, Leigh RJ, Corlett G (2006) Signatures of atmospheric and surface climate variables through analyses of infrared spectra (SATSCAN-IR). Proceedings of the first EPS/METOP RAO Workshop, ESRIN, Italy

    Google Scholar 

  • Rödenbeck C, Houweling S, Gloor M, Heimann M (2003) CO2 flux history 1982–2001 inferred from atmospheric data using a global inversion of atmospheric transport. Atmos Chem Phys 3:1919–1964

    Article  Google Scholar 

  • Rozanov VV, Buchwitz M, Eichmann KU, de Beek R, Burrows JP (2002) SCIATRAN – a new radiative transfer model for geophysical applications in the 240–2400 nm spectral region: The pseudo-spherical version, presented at COSPAR 2000. Adv Space Res 29(11):1831–1835

    Article  CAS  Google Scholar 

  • Sabine CL, Freely RA, Gruber N, Key RM, Lee K, Bullister JL, Wanninkhof R, Wong CS, Wallace DWR, Tilbrook B, Millero FJ, Peng T-H, Kozyr A, Ono T, Roso AF (2004) The oceanic sink for anthropogenic CO2. Science 305:367–371

    Article  CAS  Google Scholar 

  • Siegenthaler U, Stocker TF, Monnin E, Lüthi D, Schwander J, Stauffer B, Raynaud D, Barnola J-M, Fischer H, Valérie Masson-Delmotte JJ (2005) Stable carbon cycle–climate relationship during the Late Pleistocene. Science 310:1313–1317

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. P. Barkley .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer Science+Business Media B.V.

About this chapter

Cite this chapter

Barkley, M.P., Hewitt, A.J., Monks, P.S. (2010). Investigating Regional Scale Processes Using Remotely Sensed Atmospheric CO2 Column Concentrations from SCIAMACHY. In: Balzter, H. (eds) Environmental Change in Siberia. Advances in Global Change Research, vol 40. Springer, Dordrecht. https://doi.org/10.1007/978-90-481-8641-9_11

Download citation

Publish with us

Policies and ethics