中国空间科学技术 ›› 2025, Vol. 45 ›› Issue (4): 23-36.doi: 10.16708/j.cnki.1000-758X.2025.0055

• 冰巨星探测专题 • 上一篇    下一篇

基于多频率磁感应响应的冰卫星冰下海洋性质反演研究

王玉洁1,2,李希之1,孔大力1,*   

  1. 1.中国科学院 上海天文台,上海200030
    2.中国科学院大学 天文与空间科学学院,北京100049
  • 收稿日期:2024-12-30 修回日期:2025-03-18 录用日期:2025-03-19 发布日期:2025-07-22 出版日期:2025-08-01

A study on subsurface ocean property inversion of icy moons using multi-frequency magnetic induction response

WANG Yujie1,2,LI Xizhi1,KONG Dali1,*   

  1. 1.Shanghai Astronomical Observatory,Chinese Academy of Sciences,Shanghai 200030,China
    2.School of Astronomy and Space Science,University of Chinese Academy of Sciences,Beijing 100049,China
  • Received:2024-12-30 Revision received:2025-03-18 Accepted:2025-03-19 Online:2025-07-22 Published:2025-08-01

摘要: 太阳系的冰卫星因可能存在冰下海洋而成为深空探测的热点目标。单一频率磁感应响应因对导电层深度的敏感性有限,同时反演时存在参数简并问题,使得冰下海洋的电导率和厚度难以被唯一确定。为此,对多频率磁感应响应在反演冰卫星冰下海洋性质方面的可行性进行了研究与探讨。以木卫二为具体研究目标,通过木星磁层模型提取木卫二位置处时变磁场的周期分量,进而对特定内部结构模型下的磁感应强度进行了仿真。基于多组仿真数据,采用多起点信赖域反射方法对海洋电导率和厚度进行了反演,并讨论了不同噪声水平、参数组合以及探测条件(如探测时机和轨道配置)对反演结果的影响。结果表明,在高信噪比条件下,多频率磁感应响应在一定的参数空间内能够有效打破参数间的简并,提供比单一频率磁感应响应更为准确的参数估计,但仍需结合其他手段进一步确定唯一的合理解。当探测条件不佳或噪声较大时,某些频率对参数的约束能力会被削弱,导致多频率磁感应响应反演结果精度的降低,因此需要根据具体任务进行针对性分析。

关键词: 冰卫星, 木卫二, 感应磁场, 内部结构, 深空探测

Abstract: The icy moons in the Solar System are of great scientific interest due to their potential subsurface oceans. Single-frequency magnetic induction response is limited in its sensitivity to the depths of conductive layers and often suffers from parameter degeneracy during inversion, making it challenging to uniquely determine the conductivity and thickness of subsurface oceans. The feasibility of the multi-frequency magnetic induction response method in inferring the properties of subsurface oceans in icy moons is investigated, and Jupiter's moon, Europa, is selected as a case study. The induced magnetic field of Europa is first simulated utilizing a specific internal structure model and a time-varying field extracted from Jovian magnetospheric models. Based on multiple sets of simulated data, a multi-start trust-region-reflective optimization method is applied to invert the ocean conductivity and thickness. The effects of noise levels, parameter combinations, and detection conditions (e.g., detection timing and orbital configurations) on the inversion results are also analyzed and discussed. The results indicate that, under high signal-to-noise ratio (SNR), multi-frequency magnetic induction response can effectively reduce the degeneracy between ocean conductivity and thickness. It provides more accurate parameter estimates compared with single-frequency magnetic induction response in a certain parameter space, but further information is still required to determine the unique and reasonable solution. When SNR decreases due to poor detection conditions or large noise, the ability of certain frequencies to constrain parameters is weakened, leading to the reduction of multi-frequency magnetic induction response inversion accuracy.


Key words: icy moons, Europa, induced magnetic field, internal structure, deep space exploration