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Detection, Analysis, and Removal of Glitches From InSight's Seismic Data From Mars

机译:从洞察力从火星的地震数据中检测,分析和移除毛刺

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The instrument package SEIS (Seismic Experiment for Internal Structure) with the three very broadband and three short‐period seismic sensors is installed on the surface on Mars as part of NASA's InSight Discovery mission. When compared to terrestrial installations, SEIS is deployed in a very harsh wind and temperature environment that leads to inevitable degradation of the quality of the recorded data. One ubiquitous artifact in the raw data is an abundance of transient one‐sided pulses often accompanied by high‐frequency spikes. These pulses, which we term “glitches”, can be modeled as the response of the instrument to a step in acceleration, while the spikes can be modeled as the response to a simultaneous step in displacement. We attribute the glitches primarily to SEIS‐internal stress relaxations caused by the large temperature variations to which the instrument is exposed during a Martian day. Only a small fraction of glitches correspond to a motion of the SEIS package as a whole caused by minuscule tilts of either the instrument or the ground. In this study, we focus on the analysis of the glitch+spike phenomenon and present how these signals can be automatically detected and removed from SEIS's raw data. As glitches affect many standard seismological analysis methods such as receiver functions, spectral decomposition and source inversions, we anticipate that studies of the Martian seismicity as well as studies of Mars' internal structure should benefit from deglitched seismic?data. Plain Language Summary The instrument package SEIS (Seismic Experiment for Internal Structure) with two fully equipped seismometers is installed on the surface of Mars as part of NASA's InSight Discovery mission. When compared to terrestrial installations, SEIS is more exposed to wind and daily temperature changes that leads to inevitable degradation of the quality of the recorded data. One consequence is the occurrence of a specific type of transient noise that we term “glitch”. Glitches show up in the recorded data as one‐sided pulses and have strong implications for the typical seismic data analysis. Glitches can be understood as step‐like changes in the acceleration sensed by the seismometers. We attribute them primarily to SEIS‐internal stress relaxations caused by the large temperature variations to which the instrument is exposed during a Martian day. Only a small fraction of glitches correspond to a motion of the whole SEIS instrument. In this study, we focus on the detection and removal of glitches and anticipate that studies of the Martian seismicity as well as studies of Mars's internal structure should benefit from deglitched seismic?data.
机译:仪器包SEI(内部结构的地震实验)与三个非常宽带和三个短周期地震传感器安装在火星的表面上,作为美国国家航空航天局的Insight发现任务的一部分。与地面安装相比,SEIS部署在一个非常苛刻的风和温度环境中,导致记录数据质量的不可避免的劣化。原始数据中的一个无处异性的伪像是瞬态单面脉冲,通常伴随着高频尖峰。我们术语“故障”的这些脉冲可以被建模为仪器对加速步骤的响应,而尖峰可以被建模为对位移同时步骤的响应。我们将毛刺归因于由仪器在火灾日期间曝光的大温度变化引起的SEI-内应力松弛。只有小部分的毛刺对应于SEIS包的运动作为由仪器或地面的小纤维引起的整体。在这项研究中,我们专注于对毛刺+尖峰现象的分析,并提出了如何从SEIS的原始数据自动检测和删除这些信号。由于毛刺影响了许多标准地震学分析方法,例如接收器功能,光谱分解和源反转,我们预期对火星地震性的研究以及火星内部结构的研究应该受益于戏剧性的地震?数据。平原语言总结仪器包SEIS(内部结构抗震实验)与两间设备齐全的地震仪被安装在火星表面上为美国航空航天局的数据分析的发现任务的一部分。与地面安装相比,SEIS更暴露于风和日常温度变化,这导致记录数据质量的不可避免地降低。后果是我们术语“毛刺”的特定类型的瞬态噪声的发生。毛刺在记录的数据中显示为单面脉冲,对典型地震数据分析具有强烈影响。毛刺可以理解为震动计的加速度的阶跃变化。我们主要将它们归因于由仪器在火星日期间暴露的大温度变化引起的SEI-Internal Larugations。只有一小部分的毛刺对应于整个SEIS仪器的运动。在这项研究中,我们专注于故障的检测和清除,并预测了火星地震活动以及火星的内部结构的研究,研究应从去抖处理地震?数据中获益。
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