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Contrail cirrus radiative forcing for future air traffic
Open accessPublished version of a preprint
Abstract
The climate impact of air traffic is to a large degree caused by changes in cirrus cloudiness resulting from the formation of contrails. Contrail cirrus radiative forcing is expected to increase significantly over time due to the large projected increases in air traffic. We use ECHAM5-CCMod, an atmospheric climate model with an online contrail cirrus parameterization including a microphysical two-moment scheme, to investigate the climate impact of contrail cirrus for the year 2050. We take into account the predicted increase in air traffic volume, changes in propulsion efficiency and emissions, in particular soot emissions, and the modification of the contrail cirrus climate impact due to anthropogenic climate change. Global contrail cirrus radiative forcing increases by a factor of 3 from 2006 to 2050, reaching 160 or even 180 mW m −2 , which is the result of the increase in air traffic volume and a slight shift in air traffic towards higher altitudes. Large increases in contrail cirrus radiative forcing are expected over all of the main air traffic areas, but relative increases are largest over main air traffic areas over eastern Asia. The projected upward shift in air traffic attenuates contrail cirrus radiative forcing increases in the midlatitudes but reinforces it in the tropical areas. Climate change has an insignificant impact on global contrail cirrus radiative forcing, while regional changes are significant. Of the emission reductions it is the soot number emission reductions by 50 % that lead to a significant decrease in contrail cirrus optical depth and coverage, leading to a decrease in radiative forcing by approximately 15 %. The strong increase in contrail cirrus radiative forcing due to the projected increase in air traffic volume cannot be compensated for by the decrease in initial ice crystal numbers due to reduced soot emissions and improvements in propulsion efficiency.
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“The surface warming of contrail cirrus is expected to further increase in the future with some projections suggesting a 3 -4-fold increase by the year 2050 14,15 .”
From Cleaner burning aviation fuels can reduce contrail cloudiness (2021) · cites this paper as [14]
Citations
Cites
The RCP greenhouse gas concentrations and their extensions from 1765 to 2300
Meinshausen, M. A., Smith, S. J., Calvin, K., Daniel, J. S., Kainuma, M., Lamarque, J., Matsumoto, K., Montzka, S. A., Raper, S. C. B., Riahi, K., et al. (2011) · Climatic Change · doi:10.1007/s10584-011-0156-z · Cited by 3,781
Radiative forcing and climate response
Hansen, J., Sato, M., & Ruedy, R. (1997) · Journal of Geophysical Research: Atmospheres · doi:10.1029/96jd03436 · Cited by 2,241
Aviation and global climate change in the 21st century
Lee, D. S., Fahey, D. W., Forster, P. M., Newton, P. J., Wit, R. C. N., Lim, L. L., Owen, B., & Sausen, R. (2009) · Atmospheric Environment · doi:10.1016/j.atmosenv.2009.04.024 · Cited by 1,072
The aerosol-climate model ECHAM5-HAM
Stier, P., Feichter, J., Kinne, S., Kloster, S., Vignati, E., Wilson, J., Ganzeveld, L., Tegen, I., Werner, M., Balkanski, Y. J., et al. (2005) · Atmospheric chemistry and physics · doi:10.5194/acp-5-1125-2005 · Cited by 1,046
The HadGEM2-ES implementation of CMIP5 centennial simulations
JONES, C. D., Hughes, J. K., Bellouin, N., Hardiman, S. C., Jones, G. S., Knight, J. R., Liddicoat, S. K., O’Connor, F. M., Andres, R. J., Bell, C., et al. (2011) · Geoscientific model development · doi:10.5194/gmd-4-543-2011 · Cited by 957
New estimates of radiative forcing due to well mixed greenhouse gases
Myhre, G., Highwood, E. J., Shine, K. P., & Stordal, F. (1998) · Geophysical Research Letters · doi:10.1029/98gl01908 · Cited by 889
Transport impacts on atmosphere and climate: Aviation
Lee, D. S., Pitari, G., Grewe, V., Gierens, K., Penner, J. E., Petzold, A., Prather, M. J., Schumann, U., Bais, A., & Berntsen, T. (2010) · Atmospheric Environment · doi:10.1016/j.atmosenv.2009.06.005 · Cited by 765
Über Bedingungen zur Bildung von Kondensstreifen aus Flugzeugabgasen
Schumann, U. (1996) · Meteorologische Zeitschrift · doi:10.1127/metz/5/1996/4 · Cited by 476
Biofuel blending reduces particle emissions from aircraft engines at cruise conditions
Moore, R. H., Thornhill, K. L., Weinzierl, B., Sauer, D., D’Ascoli, E., Kim, J., Lichtenstern, M., Scheibe, M., Beaton, B., Beyersdorf, A. J., et al. (2017) · Nature · doi:10.1038/nature21420 · Cited by 414
Global radiative forcing from contrail cirrus
Burkhardt, U., & Kärcher, B. (2011) · Nature Climate Change · doi:10.1038/nclimate1068 · Cited by 414
Self-citationAnalysis of emission data from global commercial aviation: 2004 and 2006
Wilkerson, J. T., Jacobson, M. Z., Malwitz, A., Balasubramanian, S., Wayson, R., Fleming, G., Naiman, A. D., & Lele, S. K. (2010) · Atmospheric Chemistry and Physics · doi:10.5194/acp-10-6391-2010 · Cited by 275
Transport impacts on atmosphere and climate
SAUSEN, R. (2010) · Atmospheric Environment · doi:10.1016/j.atmosenv.2010.02.033 · Cited by 250
Mitigating the contrail cirrus climate impact by reducing aircraft soot number emissions
Burkhardt, U., Bock, L., & Bier, A. (2018) · npj Climate and Atmospheric Science · doi:10.1038/s41612-018-0046-4 · Cited by 203
Self-citationRole of aircraft soot emissions in contrail formation
Kärcher, B., & Yu, F. (2009) · Geophysical Research Letters · doi:10.1029/2008gl036649 · Cited by 182
Reductions in aircraft particulate emissions due to the use of Fischer–Tropsch fuels
Beyersdorf, A. J., Timko, M. T., Ziemba, L. D., Bulzan, D. L., Corporan, E., Herndon, S. C., Howard, R., Miake‐Lye, R. C., Thornhill, K. L., Winstead, E. L., et al. (2014) · Atmospheric chemistry and physics · doi:10.5194/acp-14-11-2014 · Cited by 133
Global distribution of contrail radiative forcing
Patrick Minnis, B., Schumann, U., Doelling, D. R., Gierens, K., & Fahey, D. W. (1999) · Geophysical Research Letters · doi:10.1029/1999gl900358 · Cited by 128
Moore, R. H., Shook, M. A., Beyersdorf, A. J., Corr, C. A., Herndon, S. C., Knighton, W. B., Miake‐Lye, R. C., Thornhill, K. L., Winstead, E. L., Yu, Z., et al. (2015) · Energy & Fuels · doi:10.1021/ef502618w · Cited by 122
Process‐based simulation of contrail cirrus in a global climate model
Burkhardt, U., & Kärcher, B. (2009) · Journal of Geophysical Research Atmospheres · doi:10.1029/2008jd011491 · Cited by 120
Self-citationOn the Life Cycle of Individual Contrails and Contrail Cirrus
Schumann, U., & Heymsfield, A. J. (2016) · Meteorological Monographs · doi:10.1175/amsmonographs-d-16-0005.1 · Cited by 116
Extinction and optical depth of contrails: CONTRAIL EXTINCTION AND OPTICAL DEPTH
Voigt, C., Schumann, U., Jessberger, P., Jurkat, T., Petzold, A., Gayet, J.-F., Krämer, M., Thornberry, T., & Fahey, D. W. (2011) · Geophysical Research Letters · doi:10.1029/2011gl047189 · Cited by 116
The microphysical pathway to contrail formation
Kärcher, B., Burkhardt, U., Bier, A., Bock, L., & Ford, I. J. (2015) · Journal of Geophysical Research Atmospheres · doi:10.1002/2015jd023491 · Cited by 115
Self-citationCirrus cloud formation and ice supersaturated regions in a global climate model
Lohmann, U., Spichtinger, P., Jess, S., Peter, T., & Smit, H. G. J. (2008) · Environmental Research Letters · doi:10.1088/1748-9326/3/4/045022 · Cited by 107
Reassessing properties and radiative forcing of contrail cirrus using a climate model
Bock, L., & Burkhardt, U. (2016) · Journal of Geophysical Research: Atmospheres · doi:10.1002/2016jd025112 · Cited by 104
Self-citationBock, L., & Burkhardt, U. (2016) · Journal of Geophysical Research Atmospheres · doi:10.1002/2015jd024475 · Cited by 87
Self-citationLamquin, N., Stubenrauch, C. J., Gierens, K., Burkhardt, U., & Smit, H. (2012) · Atmospheric chemistry and physics · doi:10.5194/acp-12-381-2012 · Cited by 83
Self-citationProperties of young contrails – a parametrisation based on large-eddy simulations
Unterstraßer, S. (2016) · Atmospheric chemistry and physics · doi:10.5194/acp-16-2059-2016 · Cited by 75
Global Modeling of the Contrail and Contrail Cirrus Climate Impact
Burkhardt, U., Kärcher, B., & Schumann, U. (2010) · Bulletin of the American Meteorological Society · doi:10.1175/2009bams2656.1 · Cited by 71
Self-citationContrail cirrus supporting areas in model and observations
Burkhardt, U., Kärcher, B., Ponater, M., Gierens, K., & Gettelman, A. (2008) · Geophysical Research Letters · doi:10.1029/2008gl034056 · Cited by 64
Self-citationBier, A., Burkhardt, U., & Bock, L. (2017) · Journal of Geophysical Research Atmospheres · doi:10.1002/2017jd027011 · Cited by 60
Self-citationOn optical and microphysical characteristics of contrails and cirrus
Febvre, G., Gayet, J., Minikin, A., Schlager, H., Shcherbakov, V. N., Jourdan, O., Busen, R., Fiebig, M., Kärcher, B., & Schumann, U. (2009) · Journal of Geophysical Research Atmospheres · doi:10.1029/2008jd010184 · Cited by 59
Variability in Contrail Ice Nucleation and Its Dependence on Soot Number Emissions
Bier, A., & Burkhardt, U. (2019) · Journal of Geophysical Research Atmospheres · doi:10.1029/2018jd029155 · Cited by 57
Self-citationOverview on Contrail and Cirrus Cloud Avoidance Technology
Noppel, F., & Singh, R. (2007) · Journal of Aircraft · doi:10.2514/1.28655 · Cited by 40
Ice supersaturation and the potential for contrail formation in a changing climate
Irvine, E. A., & Shine, K. P. (2015) · Earth System Dynamics · doi:10.5194/esd-6-555-2015 · Cited by 40
Global contrail coverage simulated by CAM5 with the inventory of 2006 global aircraft emissions
Chen, C., Gettelman, A., Craig, C. A., Patrick Minnis, B., & Duda, D. P. (2012) · Journal of Advances in Modeling Earth Systems · doi:10.1029/2011ms000105 · Cited by 38
Jöckel, P. (2006) · Atmospheric chemistry and physics · doi:10.5194/acp-6-3557-2006 · Cited by 37
Kärcher, B., Burkhardt, U., Ponater, M., & Frömming, C. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1005555107 · Cited by 34
Self-citationSimulated 2050 aviation radiative forcing from contrails and aerosols
Chen, C.-C., & Gettelman, A. (2016) · Atmospheric Chemistry and Physics · doi:10.5194/acp-16-7317-2016 · Cited by 34
Mid‐21st century chemical forcing of climate by the civil aviation sector
Unger, N., Zhao, Y., & Dang, H. (2013) · Geophysical Research Letters · doi:10.1002/grl.50161 · Cited by 31
Aviation Environmental Design Tool (AEDT) System Architecture
Roof, C. J., Hansen, A. J., Fleming, G. G., Thrasher, T., Nguyen, A., Hall, C., Dinges, E., Bea, R., Grandi, F., Kim, B., et al. (2007) · Cited by 29
Sensitivity of contrail cirrus radiative forcing to air traffic scheduling
Newinger, C., & Burkhardt, U. (2012) · Journal of Geophysical Research: Atmospheres · doi:10.1029/2011jd016736 · Cited by 28
Self-citationDeuber, O., Matthes, S., SAUSEN, R., Ponater, M., & Lim, L. L. (2012) · Environmental Science & Policy · doi:10.1016/j.envsci.2012.10.004 · Cited by 20
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Cleaner burning aviation fuels can reduce contrail cloudiness
Voigt, C., Kleine, J., Sauer, D., Moore, R. H., Bräuer, T., Le Clercq, P., Kaufmann, S., Scheibe, M., Jurkat-Witschas, T., Aigner, M., et al. (2021) · Communications Earth & Environment · doi:10.1038/s43247-021-00174-y · Cited by 295
Metadata
- Authors
- Bock, L., & Burkhardt, U.
- Affiliations
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE)
- Corresponding author
- Bock, Lisa
- Venue
- Atmospheric Chemistry and Physics
- Publisher
- Copernicus GmbH
- Published
- 2019-06-27
- Volume
- 19
- Issue
- 12
- Pages
- 8163-8174
- ISSN
- 1680-7316 (ISSN-L)
- 1680-7324
- OpenAlex
- W2913725748
- Cited by
- 132
- References
- 43
- Citations by year
- 2026: 11 · 2025: 14 · 2024: 23 · 2023: 13 · 2022: 17 · 2021: 36 · 2020: 10 · 2019: 8
- FWCI
- 9.14
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Atmospheric chemistry and physics (publishedVersion, cc-by)
- elib (German Aerospace Center) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Deutsches Klimarechenzentrum
- Bundesministerium für Bildung und Forschung
- Federal Aviation Administration
- Topics
- Physical Sciences › Engineering › Aerospace Engineering › Advanced Aircraft Design and Technologies
- Physical Sciences › Environmental Science › Global and Planetary Change › Atmospheric aerosols and clouds
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Atmospheric Ozone and Climate
- Keywords
- contrail cirrus, radiative forcing, air traffic, aviation climate impact, soot emissions, ice crystal number concentration, propulsive efficiency, two-moment microphysics, climate feedbacks
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