GRACE/GRACE-FO反演全球海洋质量变化的后处理因子分析

Post-processing Factors Analysis of Global Ocean Mass Inversion by GRACE/GRACE-FO

  • 摘要: 时变重力场是反演海洋质量变化的重要手段,全面评估时变重力场后处理策略对于准确获取海洋质量变化十分必要。本文使用重力恢复与气候实验卫星(Gravity Recovery and Climate Experiment, GRACE)及其后续卫星(GRACE Follow-On, GRACE-FO)重力场数据反演全球平均海洋质量变化,主要评估数据后处理中C20替换、冰川均衡调整、信号泄漏误差改正产生的影响,同时量化球谐系数不同截断阶数对反演海洋质量变化的贡献。结果表明:原始C20的稳定性较差,其估计的海洋质量变化速率虚高,可采用戈达德航天中心提供的C20替换;5种GIA模型改正值差异明显,其中Caron18模型改正值较大;对于信号泄漏误差改正,海洋质量变化速率随缓冲区增大而增大,在距海岸线300 km范围内的海域信号泄漏严重,建议选择与海岸线距离至少为300 km的缓冲区;从截断阶数来看,截断阶数小于30时,估计的海洋质量变化速率和周年振幅相差较大,验证了低阶系数的重要性。而40阶的球谐系数累积趋势和周年振幅贡献率高达98.56%和98.79%,可见高于40阶截断阶数的贡献率非常小。

     

    Abstract: Time-varying gravity field is an important means to invert ocean mass change. A thorough evaluation of post-processing strategies of time-varying gravity field is essential to accurately obtain ocean mass change. This study adopted the gravity recovery and climate experiment (GRACE) and GRACE Follow-On (GRACE-FO) gravity field data to inverse the global ocean mass, evaluated the low degree coefficients replacement (C20) and model corrections (including GIA, leakage) are evaluated, and quantified the contribution of different truncation degrees in ocean mass. The results showed that the stability of the original C20 is poor, with the ocean mass change rate derived from it slightly higher than that obtained from independent C20 coefficients based on SLR data. Therefore, it’s suggested to replace the original C20 by using the C20 provided by Goddard Space Flight Center (GSFC). The differences in correction values of the five GIA models are obvious, of which the correction derived from the Caron18 model is the largest. For the leakage correction, as the Buffer Zone extends, the ocean mass change rate increases. We find that the leakage is serious for the sea area less than 300 km from the coastline. Thus, a Buffer Zone extending at least 300 km beyond the coastline is preferred. From the perspective of contribution of different truncation degrees, it is found that when the truncation order is below 30, the estimated rate of change in ocean mass and the annual amplitude show significant differences, indicating that the coefficients below the 30 degrees have a non-negligible contribution to the inversion of ocean mass. When the truncation degree is 40, the cumulative trend and annual amplitude contribution reach to 98.56% and 98.79%, respectively. Thus, the contribution of the truncation degree mroe than 40 is quite small.

     

/

返回文章
返回