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Simulations of Contrail Optical Properties and Radiative Forcing for Various Crystal Shapes
Abstract
The aim of this study is to investigate the sensitivity of radiative-forcing computations to various contrail crystal shape models. Contrail optical properties in the shortwave and longwave ranges are derived using a ray-tracing geometric method and the discrete dipole approximation method, respectively. Both methods present good correspondence of the single-scattering albedo and the asymmetry parameter in a transition range (3–8 μ m). There are substantial differences in single-scattering properties among 10 crystal models investigated here (e.g., hexagonal columns and plates with different aspect ratios, and spherical particles). The single-scattering albedo and the asymmetry parameter both vary by up to 0.1 among various crystal shapes. The computed single-scattering properties are incorporated in the moderate-resolution atmospheric radiance and transmittance model (MODTRAN) radiative transfer code to simulate solar and infrared fluxes at the top of the atmosphere. Particle shapes have a strong impact on the contrail radiative forcing in both the shortwave and longwave ranges. The differences in the net radiative forcing among optical models reach 50% with respect to the mean model value. The hexagonal-column and hexagonal-plate particles show the smallest net radiative forcing, and the largest forcing is obtained for the spheres. The balance between the shortwave forcing and longwave forcing is highly sensitive with respect to the assumed crystal shape and may even change the sign of the net forcing. The optical depth at which the mean diurnal radiative forcing changes sign from positive to negative varies from 4.5 to 10 for a surface albedo of 0.2 and from 2 to 6.5 for a surface albedo of 0.05. Contrails are probably never that optically thick (except for some aged contrail cirrus), however, and so will not have a cooling effect on climate.
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“A4 Uncertainty due to the ice crystal habit is approximately 20% according to Markowicz and Witek (2011).”
From The contribution of global aviation to anthropogenic climate forcing for 2000 to 2018 (2021) · cites this paper as Markowicz and Witek (2011)
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Research works printed but not linked: 50
- Baum, 2005, Bulk scattering models for the remote sensing of ice clouds. Part I: Microphysical data and models, J. Appl. Meteor., 44, 1885, 10.1175/JAM2308.1 · DOI
- Berk, 1998, MODTRAN cloud and multiple scattering upgrades with application to AVIRIS, Remote Sens. Environ., 65, 367, 10.1016/S0034-4257(98)00045-5 · DOI
- Dietmüller, 2008, Contrails, natural clouds, and diurnal temperature range, J. Climate, 21, 5061, 10.1175/2008JCLI2255.1 · DOI
- Draine, 1994, Discrete-dipole approximation for scattering calculations, J. Opt. Soc. Amer. A, 11, 1491, 10.1364/JOSAA.11.001491 · DOI
- Evans, 1995, Microwave radiative transfer trough clouds composed of realistically shaped ice crystals. Part I: Single scattering properties, J. Atmos. Sci., 52, 2041, 10.1175/1520-0469(1995)052<2041:MRTTCC>2.0.CO;2 · DOI
- Fortuin, 1995, Greenhouse effects of aircraft emissions as calculated by a radiative transfer model, Ann. Geophys., 13, 413, 10.1007/s00585-995-0413-4 · DOI
- Fouquart, 1991, Intercomparing shortwave radiation codes for climate studies, J. Geophys. Res., 96, 8955, 10.1029/90JD00290 · DOI
- Frömming, 2011, Sensitivity of contrail coverage and contrail radiative forcing to selected key parameters, Atmos. Environ., 45, 1483, 10.1016/j.atmosenv.2010.11.033 · DOI
- Fu, 1993, Parameterization of the radiative properties of cirrus clouds, J. Atmos. Sci., 50, 2008, 10.1175/1520-0469(1993)050<2008:POTRPO>2.0.CO;2 · DOI
- Goodman, 1998, Shape and size of contrails ice particles, Geophys. Res. Lett., 25, 1327, 10.1029/97GL03091 · DOI
- Halthore, 2005, Intercomparison of shortwave radiative transfer codes and measurements, J. Geophys. Res., 110, D11206, 10.1029/2004JD005293 · DOI
- Haywood, 2009, A case study of the radiative forcing of persistent contrails evolving into contrail-induced cirrus, J. Geophys. Res., 114, D24201, 10.1029/2009JD012650 · DOI
- Heymsfield, 1984, A parameterization of the particle size spectrum of ice clouds in terms of the ambient temperature and the ice water content, J. Atmos. Sci., 41, 846, 10.1175/1520-0469(1984)041<0846:APOTPS>2.0.CO;2 · DOI
- Heymsfield, 2010, Contrail microphysics, Bull. Amer. Meteor. Soc., 91, 465, 10.1175/2009BAMS2839.1 · DOI
- Hong, 2007, Parameterization of scattering and absorption properties of nonspherical ice crystals at microwave frequencies, J. Geophys. Res., 112, D11208, 10.1029/2006JD008364 · DOI
- Hong, 2008, Optical properties of ice particles in young contrails, J. Quant. Spectrosc. Radiat. Transfer, 109, 2635, 10.1016/j.jqsrt.2008.06.005 · DOI
- Jensen, 1994, Tropical cirrus cloud radiative forcing: Sensitivity studies, Geophys. Res. Lett., 21, 2023, 10.1029/94GL01358 · DOI
- Kahnert, 2008, Impact of ice particle shape on short-wave radiative forcing: A case study for an arctic ice cloud, J. Quant. Spectrosc. Radiat. Transfer, 109, 1196, 10.1016/j.jqsrt.2007.10.016 · DOI
- Kärcher, 2007, Atmospheric chemistry and physics insights into the role of soot aerosols in cirrus cloud formation, Atmos. Chem. Phys., 7, 4203, 10.5194/acp-7-4203-2007 · DOI
- Kärcher, 2009, Factors controlling contrail cirrus optical depth, Atmos. Chem. Phys., 9, 6229, 10.5194/acp-9-6229-2009 · DOI
- Kärcher, 2010, Importance of representing optical depth variability for estimates of global line-shaped contrail radiative forcing, Proc. Natl. Acad. Sci. USA, 107, 19 181, 10.1073/pnas.1005555107 · DOI
- Kim, 2006, Single scattering parameters of randomly oriented snow particles at microwave frequencies, J. Geophys. Res., 111, D14201, 10.1029/2005JD006892 · DOI
- Liou, 1992, Radiation and Cloud Processes in the Atmosphere, 10.1093/oso/9780195049107.001.0001 · DOI
- Liu, 2008, A database of microwave single-scattering properties for nonspherical ice particles, Bull. Amer. Meteor. Soc., 89, 1563, 10.1175/2008BAMS2486.1 · DOI
- Macke, 1996, Applicability of regular particle shapes in light scattering calculations for atmospheric ice particles, Appl. Opt., 35, 4291, 10.1364/AO.35.004291 · DOI
- Macke, 1996, Single scattering properties of atmospheric crystals, J. Atmos. Sci., 53, 2813, 10.1175/1520-0469(1996)053<2813:SSPOAI>2.0.CO;2 · DOI
- Marquart, 2003, Future development of contrail cover, optical depth, and radiative forcing: Impacts of increasing air traffic and climate change, J. Climate, 16, 2890, 10.1175/1520-0442(2003)016<2890:FDOCCO>2.0.CO;2 · DOI
- Meerkötter, 1999, Radiative forcing by contrails, Ann. Geophys., 17, 1070, 10.1007/s00585-999-1080-7 · DOI
- Meyer, 2002, Regional radiative forcing by line-shaped contrails derived from satellite data, J. Geophys. Res., 107, 4104, 10.1029/2001JD000426 · DOI
- Minnis, 1999, Global distribution of contrail radiative forcing, Geophys. Res. Lett., 26, 1853, 10.1029/1999GL900358 · DOI
- Mishchenko, 1994, T-matrix computations of light scattering by large spheroidal particles, Opt. Commun., 109, 16, 10.1016/0030-4018(94)90731-5 · DOI
- Myhre, 2001, On the tradeoff of the solar and thermal infrared radiative impact of contrails, Geophys. Res. Lett., 28, 3119, 10.1029/2001GL013193 · DOI
- Myhre, 2009, Intercomparison of radiative forcing calculations of stratospheric water vapour and contrails, Meteor. Z., 18, 585, 10.1127/0941-2948/2009/0411 · DOI · Paper page
- Palikonda, 2005, Contrail coverage derived from 2001 AVHRR data over the continental United States of America and surrounding areas, Meteor. Z., 14, 525, 10.1127/0941-2948/2005/0051 · DOI
- Ponater, 2002, Contrails in a comprehensive global climate model: Parametrization and radiative forcing results, J. Geophys. Res., 107, 4164, 10.1029/2001JD000429 · DOI
- Rädel, 2008, Radiative forcing by persistent contrails and its dependence on cruise altitudes, J. Geophys. Res., 113, D07105, 10.1029/2007JD009117 · DOI
- Rap, 2010, Parameterization of contrails in the UK Met Office Climate Model, J. Geophys. Res., 115, D10205, 10.1029/2009JD012443 · DOI
- Rockwitz, 1989, Scattering properties of horizontally oriented ice crystal columns in cirrus clouds. Part 1, Appl. Opt., 28, 4103, 10.1364/AO.28.004103 · DOI
- Sausen, 2005, Aviation radiative forcing in 2000: An update on IPCC (1999), Meteor. Z., 14, 555, 10.1127/0941-2948/2005/0049 · DOI · Paper page
- Schröder, 2000, On the transition of contrails into cirrus clouds, J. Atmos. Sci., 57, 464, 10.1175/1520-0469(2000)057<0464:OTTOCI>2.0.CO;2 · DOI
- Stackhouse, 1991, A theoretical and observational study of the radiative properties of cirrus clouds: Results from FIRE 1986, J. Atmos. Sci., 48, 2044, 10.1175/1520-0469(1991)048<2044:ATAOSO>2.0.CO;2 · DOI
- Stamnes, 1988, Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media, Appl. Opt., 27, 2502, 10.1364/AO.27.002502 · DOI
- Strauss, 1997, On the regional climatic impact of contrails: Microphysical and radiative properties of contrails and natural cirrus clouds, Ann. Geophys., 15, 1457, 10.1007/s00585-997-1457-4 · DOI
- Stuber, 2006, The importance of the diurnal and annual cycle of air traffic for contrail radiative forcing, Nature, 441, 864, 10.1038/nature04877 · DOI
- Sun, 1999, Finite-difference time-domain solution of light scattering by dielectric particles with a perfectly matched layer absorbing boundary condition, Appl. Opt., 38, 3141, 10.1364/AO.38.003141 · DOI
- Yang, 1996, Finite-difference time domain method for light scattering by small ice crystals in three-dimensional space, J. Opt. Soc. Amer. A, 13, 2072, 10.1364/JOSAA.13.002072 · DOI
- Yang, 2000, Parameterization of the scattering and absorption properties of individual ice crystals, J. Geophys. Res., 105, 4699, 10.1029/1999JD900755 · DOI
- Yang, 2005, Scattering and absorption property database for nonspherical ice particles in the near- through far-infrared spectral region, Appl. Opt., 44, 5512, 10.1364/AO.44.005512 · DOI
- Yang, 2010, Contrails and induced cirrus: Optics and radiation, Bull. Amer. Meteor. Soc., 91, 473, 10.1175/2009BAMS2837.1 · DOI
- Zhang, 1999, Effect of crystal size spectrum and crystal shape on stratiform cirrus radiative forcing, Atmos. Res., 52, 59, 10.1016/S0169-8095(99)00026-5 · DOI
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Metadata
- Authors
- Markowicz, K. M., & Witek, M. L.
- Affiliations
- University of Warsaw (PL)
- California Institute of Technology (US)
- Venue
- Journal of Applied Meteorology and Climatology
- Publisher
- American Meteorological Society
- Published
- 2011-08
- Volume
- 50
- Issue
- 8
- Pages
- 1740-1755
- ISSN
- 1558-8424 (ISSN-L)
- 1558-8432
- OpenAlex
- W2139419162
- Cited by
- 31
- References
- 0
- Citations by year
- 2026: 1 · 2024: 4 · 2023: 1 · 2022: 1 · 2021: 9 · 2020: 2 · 2019: 2 · 2018: 3 · 2016: 1 · 2015: 1 · 2013: 1 · 2012: 4
- FWCI
- 1.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Applied Meteorology and Climatology (publishedVersion)
- CaltechAUTHORS (California Institute of Technology) (submittedVersion)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Atmospheric aerosols and clouds
- Physical Sciences › Engineering › Aerospace Engineering › Advanced Aircraft Design and Technologies
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Atmospheric chemistry and aerosols
- Keywords
- contrails, radiative forcing, ice crystal shape, single scattering albedo, asymmetry parameter, shortwave forcing, MODTRAN, ray tracing, discrete dipole approximation, hexagonal columns, hexagonal plates, spherical particles, optical depth, surface albedo, climate cooling effect
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- Markowicz, K. M., & Witek, M. L. (2011). Simulations of Contrail Optical Properties and Radiative Forcing for Various Crystal Shapes. Journal of Applied Meteorology and Climatology. https://doi.org/10.1175/2011jamc2618.1