TY - JOUR
T1 - Formation of atmospheric halos and applicability of geometric optics for calculating single-scattering properties of hexagonal ice crystals
T2 - Impacts of aspect ratio and ice crystal size
AU - Um, Junshik
AU - McFarquhar, Greg M.
N1 - Funding Information:
This research was supported primarily by the U.S. Department of Energy׳s Atmospheric System Research, an Office of Science, Office of Biological and Environmental Research program , under Grant nos. DE-FG02-09ER64770 , DE-SC0001279 , and DE-SC0008500 . This work used the Extreme Science and Engineering Discovery Environment (XSEDE), which is supported by National Science Foundation Grant no. ACI-1053575 . This research is also part of the Blue Waters sustained-petascale computing project, which is supported by the National Science Foundation (Awards OCI-0725070 and ACI-1238993 ) and the state of Illinois . Blue Waters is a joint effort of the University of Illinois at Urbana-Champaign and its National Center for Supercomputing Applications. This research used resources of the National Energy Research Scientific Computing Center, a DOE Office of Science User Facility supported by the Office of Science of the U.S. Department of Energy under Contract no. DE-AC02-05CH11231 . We thank M.A. Yurkin and A.G. Hoekstra for the ADDA code, A. Macke for the ray tracing code, and D. Wojtowicz and K. Patten for allocating computing power. We thank the anonymous reviewers whose comments improved the manuscript.
Publisher Copyright:
© 2015 Elsevier Ltd.
PY - 2015/11/1
Y1 - 2015/11/1
N2 - In order to determine the threshold sizes at which hexagonal ice crystals begin to form atmospheric halos (i.e., 22° and 46° halos) and the applicability of the conventional geometric optics method (GOM), the single-scattering properties (i.e., phase matrix, asymmetry parameter g, and extinction efficiency Qext) of randomly oriented hexagonal ice crystals were calculated using the Amsterdam discrete dipole approximation (ADDA) and conventional GOM at a wavelength λ=0.55μm. For these calculations, a width (W) of up to 36μm and a length (L) of up to 48μm of hexagonal ice crystals with aspect ratios (AR=L/W) of 0.1, 0.25, 0.5, 1.0, 2.0, and 4.0 were used. Further, a halo ratio and power spillover index (Ψ) were used to quantify the intensity of 22° and 46° atmospheric halos as functions of sizes and ARs of hexagonal ice crystals. The phase matrixes, g, and Qext, calculated using ADDA and conventional GOM became closer as the crystal size increased for all six ARs. There was better agreement between ADDA and GOM simulations at smaller sizes for hexagonal crystals with compact shapes (e.g., AR=1.0) compared to that for crystals with either oblate (e.g., AR=0.1) or prolate (e.g., AR=4.0) shapes. The errors in the conventional GOM were ~1.2% (7.0%) for g (Qext) of hexagonal crystals with volume-equivalent-sphere size parameter (χveq) of 90 for all ARs, whereas they were ~0.8% (3.3%) for hexagonal crystals with χveq=100. It was shown that the lower size limit of the applicability of conventional GOM depends on particle shape.The 22° and 46° halos were produced at smaller crystal sizes and the intensity of a halo was more pronounced at a given size for crystals with a compact shape compared to those with more prolate or oblate shapes. The calculated 22° halo forming sizes of hexagonal crystals with AR=0.1 (0.25; 0.5; 1.0; 2.0; 4.0) were ~52 (60; 58; 49; 61; 77) for χveq: these halo forming sizes vary for different definitions of size parameter and were ~74 (72; 64; 53; 69; 93) for surface-equivalent-sphere size parameter (χseq) and ~103 (90; 68; 45; 91; 182) for conventional size parameter (χD). The calculated 46° halo forming χveq of hexagonal crystals with AR=0.5 (1.0; 2.0) were ~58 (49; 92), ~64 (53; 112) for χseq, and ~68 (45; 223) for χD. The intensities of the 22° and 46° halos increased with crystal size for all six ARs. The calculations of Ψ of 22° and 46° halos showed that hexagonal ice crystals with much larger sizes were required to produce well-defined 46° halos compared with 22° halos. However, large crystals tend to have preferred orientations that prevent formation of halos, which might be why 46° halos are much less frequent than 22° halos in the atmosphere.
AB - In order to determine the threshold sizes at which hexagonal ice crystals begin to form atmospheric halos (i.e., 22° and 46° halos) and the applicability of the conventional geometric optics method (GOM), the single-scattering properties (i.e., phase matrix, asymmetry parameter g, and extinction efficiency Qext) of randomly oriented hexagonal ice crystals were calculated using the Amsterdam discrete dipole approximation (ADDA) and conventional GOM at a wavelength λ=0.55μm. For these calculations, a width (W) of up to 36μm and a length (L) of up to 48μm of hexagonal ice crystals with aspect ratios (AR=L/W) of 0.1, 0.25, 0.5, 1.0, 2.0, and 4.0 were used. Further, a halo ratio and power spillover index (Ψ) were used to quantify the intensity of 22° and 46° atmospheric halos as functions of sizes and ARs of hexagonal ice crystals. The phase matrixes, g, and Qext, calculated using ADDA and conventional GOM became closer as the crystal size increased for all six ARs. There was better agreement between ADDA and GOM simulations at smaller sizes for hexagonal crystals with compact shapes (e.g., AR=1.0) compared to that for crystals with either oblate (e.g., AR=0.1) or prolate (e.g., AR=4.0) shapes. The errors in the conventional GOM were ~1.2% (7.0%) for g (Qext) of hexagonal crystals with volume-equivalent-sphere size parameter (χveq) of 90 for all ARs, whereas they were ~0.8% (3.3%) for hexagonal crystals with χveq=100. It was shown that the lower size limit of the applicability of conventional GOM depends on particle shape.The 22° and 46° halos were produced at smaller crystal sizes and the intensity of a halo was more pronounced at a given size for crystals with a compact shape compared to those with more prolate or oblate shapes. The calculated 22° halo forming sizes of hexagonal crystals with AR=0.1 (0.25; 0.5; 1.0; 2.0; 4.0) were ~52 (60; 58; 49; 61; 77) for χveq: these halo forming sizes vary for different definitions of size parameter and were ~74 (72; 64; 53; 69; 93) for surface-equivalent-sphere size parameter (χseq) and ~103 (90; 68; 45; 91; 182) for conventional size parameter (χD). The calculated 46° halo forming χveq of hexagonal crystals with AR=0.5 (1.0; 2.0) were ~58 (49; 92), ~64 (53; 112) for χseq, and ~68 (45; 223) for χD. The intensities of the 22° and 46° halos increased with crystal size for all six ARs. The calculations of Ψ of 22° and 46° halos showed that hexagonal ice crystals with much larger sizes were required to produce well-defined 46° halos compared with 22° halos. However, large crystals tend to have preferred orientations that prevent formation of halos, which might be why 46° halos are much less frequent than 22° halos in the atmosphere.
KW - Aspect ratios
KW - Atmospheric Halos
KW - Atmospheric ice crystals
KW - Discrete dipole approximation
KW - Geometric optics method
KW - Single-scattering properties
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U2 - 10.1016/j.jqsrt.2015.07.001
DO - 10.1016/j.jqsrt.2015.07.001
M3 - Article
AN - SCOPUS:84937899161
SN - 0022-4073
VL - 165
SP - 134
EP - 152
JO - Journal of Quantitative Spectroscopy and Radiative Transfer
JF - Journal of Quantitative Spectroscopy and Radiative Transfer
ER -