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DOI10.1126/science.aba8972
Sequencing seismograms: A panoptic view of scattering in the core-mantle boundary region
Kim D.; Lekić V.; Ménard B.; Baron D.; Taghizadeh-Popp M.
发表日期2020
ISSN0036-8075
起始页码1223
结束页码1228
卷号368期号:6496
英文摘要Scattering of seismic waves can reveal subsurface structures but usually in a piecemeal way focused on specific target areas. We used a manifold learning algorithm called “the Sequencer” to simultaneously analyze thousands of seismograms of waves diffracting along the core-mantle boundary and obtain a panoptic view of scattering across the Pacific region. In nearly half of the diffracting waveforms, we detected seismic waves scattered by three-dimensional structures near the core-mantle boundary. The prevalence of these scattered arrivals shows that the region hosts pervasive lateral heterogeneity. Our analysis revealed loud signals due to a plume root beneath Hawaii and a previously unrecognized ultralow-velocity zone beneath the Marquesas Islands. These observations illustrate how approaches flexible enough to detect robust patterns with little to no user supervision can reveal distinctive insights into the deep Earth. © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works
关键词algorithmarrival timecore-mantle boundaryheterogeneitylearningseismic waveseismographthree-dimensional modelingwave scatteringwave velocitywaveform analysisHawaii [United States]Marquesas IslandsPacific OceanUnited StatesalgorithmarticleHawaiimanifold learningplumeprevalencewaveform
语种英语
来源机构Science
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/133434
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GB/T 7714
Kim D.,Lekić V.,Ménard B.,et al. Sequencing seismograms: A panoptic view of scattering in the core-mantle boundary region[J]. Science,2020,368(6496).
APA Kim D.,Lekić V.,Ménard B.,Baron D.,&Taghizadeh-Popp M..(2020).Sequencing seismograms: A panoptic view of scattering in the core-mantle boundary region.,368(6496).
MLA Kim D.,et al."Sequencing seismograms: A panoptic view of scattering in the core-mantle boundary region".368.6496(2020).
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