Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation by Mitsuhiro Toriumi

Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation by Mitsuhiro Toriumi

Author:Mitsuhiro Toriumi
Language: eng
Format: epub
ISBN: 9789819793761
Publisher: Springer Nature Singapore


Fig. 4.3Global correlated seismicity rate from 1990/1/1 to 2023/3/29 of z2 (top) and z4 (bottom) against time step (× 10 days). Signal of giant volcanic eruption at Tonga-Hunga-Tonga appears the sudden high intensity in the z2 timeseries

Fig. 4.4Global correlated seismicity rate from 1990/1/1 to 2023/3/29 of z5 (top left), z6 (bottom left), z7 (top right), and z8 (bottom right) against time step (× 10 days)

On the other hand, it has been pointed out that the relation between the z1 timeseries and the secular trend of earth rotation (length of day) displays the pitchfork type bifurcation with spin-down of the earth rotation (Toriumi 2022). For LOD rate decreases continuously from 2018 to 2023, that means spin-up of earth rotation, it seems that the z1 of the recent timeseries after 2020 decreases with the time advancement. However, the z1 component keeps the high level as shown in Fig. 4.5, thereby suggesting that the mode of bifurcation above has more complicated features involving other controlling parameters.

Fig. 4.5Phase diagram of global correlated seismicity z1 and rotation rate of the earth, showing the pitchfork type bifurcation pattern from 1990 to 2023



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