TY - JOUR
T1 - Spectrophotometric modeling and mapping of Ceres
AU - Li, Jian Yang
AU - Schröder, Stefan E.
AU - Mottola, Stefano
AU - Nathues, Andreas
AU - Castillo-Rogez, Julie C.
AU - Schorghofer, Norbert
AU - Williams, David
AU - Ciarniello, Mauro
AU - Longobardo, Andrea
AU - Raymond, Carol A.
AU - Russell, Christopher T.
N1 - Funding Information:
We thank the Dawn Operations Team for the development, cruise, orbital insertion, and operations of the Dawn spacecraft at Ceres. The Framing Camera project is financially supported by the Max Planck Society and the German Space Agency, DLR. J.-Y. Li is supported by a subcontract from University of California at Los Angeles under the NASA Contract # NNM05AA86 Dawn Discovery Mission, as well as the Solar System Exploration Research Virtual Institute 2016 ( SSERVI16 ) Cooperative Agreement (# NNH16ZDA001N ), SSERVI-TREX. Part of this work was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under contract to NASA. J.-Y. Li is grateful to Bethany L. Ehlmann for her insightful suggestions in the interpretation of the results. We thank Paul Helfenstein and an anonymous reviewer for their constructive suggestions that helped improve this manuscript. This research made use of a number of open source Python packages (in arbitrary order): Astropy ( Astropy Collaboration et al., 2013 ), Matplotlib ( Hunter, 2007 ), SciPy ( Jones et al., 2001 ), IPython ( Pérez and Granger, 2007 ), Jupyter notebooks ( Kluyver et al., 2016 ).
Publisher Copyright:
© 2019 Elsevier Inc.
PY - 2019/4
Y1 - 2019/4
N2 - We report a comprehensive analysis of the global spectrophotometric properties of Ceres using the images collected by the Dawn Framing Camera through seven color filters from April to June 2015 during the RC3 (rotational characterization 3) and Survey mission phases. We derived the Hapke model parameters for all color filters. The single-scattering albedo of Ceres at 555 nm wavelength is 0.14 ± 0.04, the geometric albedo is 0.096 ± 0.006, and the bolometric Bond albedo is 0.037 ± 0.002. The asymmetry factors calculated from the best-fit two-term Henyey-Greenstein (HG) single-particle phase functions (SPPFs) show a weak wavelength dependence from −0.04 at 438 nm increasing to 0.002 at >900 nm, suggesting that the phase reddening of Ceres is dominated by single-particle scattering rather than multiple scattering or small-scale surface roughness. The Hapke roughness parameter of Ceres is derived to be 20° ± 6° with no wavelength dependence. The phase function of Ceres presents appreciably strong scattering around 90° phase angle that cannot be fitted with a single-term HG SPPF, suggesting possible stronger forward scattering component than other asteroids previously analyzed with spacecraft data. We speculate that such a scattering characteristic of Ceres might be related to its ubiquitous distribution of phyllosilicates and high abundance of carbonates on the surface. We further grouped the reflectance data into a 1° latitude-longitude grid over the surface of Ceres, and fitted each grid independently with both empirical models and the Hapke model to study the spatial variations of photometric properties. Our derived albedo maps and color maps are consistent with previous studies [Nathues, A., et al., 2016, Planet. Space Sci. 134, 122–127; Schröder, S.E., et al., 2017, Icarus 288, 201–225]. The SPPF over the surface of Ceres shows an overall correlation with albedo distribution, where lower albedo is mostly associated with stronger backscattering and vice versa, consistent with the general trend among asteroids. On the other hand, the Hapke roughness parameter does not vary much across the surface of Ceres, except for the ancient Vendimia Planitia region that is associated with a slightly higher roughness. Furthermore, the spatial distributions of the SPPF and the Hapke roughness do not depend on wavelength. Based on the wavelength dependence of the SPPF of Ceres, we hypothesize that the regolith grains on Ceres either contain a considerable fraction of μm-sized or smaller particles, or are strongly affected by internal scatterers of this size.
AB - We report a comprehensive analysis of the global spectrophotometric properties of Ceres using the images collected by the Dawn Framing Camera through seven color filters from April to June 2015 during the RC3 (rotational characterization 3) and Survey mission phases. We derived the Hapke model parameters for all color filters. The single-scattering albedo of Ceres at 555 nm wavelength is 0.14 ± 0.04, the geometric albedo is 0.096 ± 0.006, and the bolometric Bond albedo is 0.037 ± 0.002. The asymmetry factors calculated from the best-fit two-term Henyey-Greenstein (HG) single-particle phase functions (SPPFs) show a weak wavelength dependence from −0.04 at 438 nm increasing to 0.002 at >900 nm, suggesting that the phase reddening of Ceres is dominated by single-particle scattering rather than multiple scattering or small-scale surface roughness. The Hapke roughness parameter of Ceres is derived to be 20° ± 6° with no wavelength dependence. The phase function of Ceres presents appreciably strong scattering around 90° phase angle that cannot be fitted with a single-term HG SPPF, suggesting possible stronger forward scattering component than other asteroids previously analyzed with spacecraft data. We speculate that such a scattering characteristic of Ceres might be related to its ubiquitous distribution of phyllosilicates and high abundance of carbonates on the surface. We further grouped the reflectance data into a 1° latitude-longitude grid over the surface of Ceres, and fitted each grid independently with both empirical models and the Hapke model to study the spatial variations of photometric properties. Our derived albedo maps and color maps are consistent with previous studies [Nathues, A., et al., 2016, Planet. Space Sci. 134, 122–127; Schröder, S.E., et al., 2017, Icarus 288, 201–225]. The SPPF over the surface of Ceres shows an overall correlation with albedo distribution, where lower albedo is mostly associated with stronger backscattering and vice versa, consistent with the general trend among asteroids. On the other hand, the Hapke roughness parameter does not vary much across the surface of Ceres, except for the ancient Vendimia Planitia region that is associated with a slightly higher roughness. Furthermore, the spatial distributions of the SPPF and the Hapke roughness do not depend on wavelength. Based on the wavelength dependence of the SPPF of Ceres, we hypothesize that the regolith grains on Ceres either contain a considerable fraction of μm-sized or smaller particles, or are strongly affected by internal scatterers of this size.
KW - Asteroid Ceres
KW - Asteroids, surfaces
KW - Photometry
KW - Spectrophotometry
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U2 - 10.1016/j.icarus.2018.12.038
DO - 10.1016/j.icarus.2018.12.038
M3 - Article
AN - SCOPUS:85060329342
SN - 0019-1035
VL - 322
SP - 144
EP - 167
JO - Icarus
JF - Icarus
ER -