论文标题
使用近IIR VLT/Sphere和Galileo/Nims观测值的MCMC建模对欧罗巴的组成映射
Compositional Mapping of Europa using MCMC Modelling of Near-IR VLT/SPHERE and Galileo/NIMS Observations
论文作者
论文摘要
我们介绍了使用高空间分辨率从非常大的望远镜(0.95至1.65 $ $ m)和Galileo Orbiter上的Nims仪器(0.7至5.2 $ $ m)上的高空间分辨率数据(0.7至5.2 $ $ m)上获得的高空间分辨率IFU多光谱数据(0.7至5.2 $ m)。使用马尔可夫链蒙特卡洛方法进行光谱建模,以估计末端的丰度并量化其相关的不确定性。建模结果支持由外源性等离子体轰击引起的水合硫酸丰度的领先半球差异。水冰谷物被发现在100 $ $ m至1mm范围内,在尾随半球上存在较大的谷物,这与辐射驱动的溅射破坏了较小的谷物一致。建模最佳估计值表明硫酸盐和氯化盐的混合物,尽管从MCMC建模中得出的不确定性表明,很难自信地检测出来自球体和NIMS的低光谱分辨率光谱的单个盐丰度。球体提供的高空间分辨率允许映射潜在物种的小规模空间分布(<150公里),包括对线系的基于地面的检测和撞击特征。这可以与其他较高的光谱分辨率观测值结合使用,以确认这些物种的存在。
We present maps of surface composition of Europa's anti-jovian hemisphere acquired using high spatial resolution IFU multi-spectral data from the SPHERE instrument on the Very Large Telescope (0.95 to 1.65$μ$m) and the NIMS instrument on the Galileo orbiter (0.7 to 5.2$μ$m). Spectral modelling was performed using a Markov Chain Monte Carlo method to estimate endmember abundances and to quantify their associated uncertainties. Modelling results support the leading-trailing hemisphere difference in hydrated sulphuric acid abundances caused by exogenic plasma bombardment. Water ice grains are found to be in the 100$μ$m to 1mm range, with larger grains present on the trailing hemisphere, consistent with radiation driven sputtering destroying smaller grains. Modelling best estimates suggest a mixture of sulphate and chlorinated salts, although uncertainties derived from the MCMC modelling suggest that it is difficult to confidently detect individual salt abundances with low spectral resolution spectra from SPHERE and NIMS. The high spatial resolution offered by SPHERE allows the small scale spatial distribution (<150km) of potential species to be mapped, including ground-based detection of lineae and impact features. This could be used in combination with other higher spectral resolution observations to confirm the presence of these species.