Despite the extensive literature related to earthquakes, an effective method to forecast and avoid occasional seismic hazards that cause substantial damage is lacking. The Sun has recently been identified as a potential precursor to earthquakes, although no causal relationship between its activity and the Earth’s seismicity has been established. This study was aimed at investigating whether such a relationship exists and whether it can be used to improve earthquake forecasting. The edit distances between earthquake point processes were combined with delay-coordinate distances for sunspot numbers. The comparison of these two indicated the existence of unidirectional causal coupling from solar activity to seismicity on Earth, and a radial basis function regressor showed accuracy improvements in the largest magnitude prediction of next days by 2.6%–17.9% in the odds ratio when sunspot distances were included.
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June 2022
Research Article|
June 30 2022
Solar activity facilitates daily forecasts of large earthquakes Available to Purchase
Matheus Henrique Junqueira Saldanha
;
Matheus Henrique Junqueira Saldanha
a)
(Conceptualization, Data curation, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing)
1
Degree Programs in Systems and Information Engineering, Graduate School of Science and Technology, University of Tsukuba
, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
a)Author to whom correspondence should be addressed: [email protected]
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Yoshito Hirata
Yoshito Hirata
b)
(Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing)
2
Faculty of Engineering, Information and Systems, University of Tsukuba
, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
Search for other works by this author on:
Matheus Henrique Junqueira Saldanha
1,a)
Yoshito Hirata
2,b)
1
Degree Programs in Systems and Information Engineering, Graduate School of Science and Technology, University of Tsukuba
, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
2
Faculty of Engineering, Information and Systems, University of Tsukuba
, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
a)Author to whom correspondence should be addressed: [email protected]
b)
Also at: Degree Programs in Systems and Information Engineering, Graduate School of Science and Technology, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan. [email protected]
Chaos 32, 061107 (2022)
Article history
Received:
April 15 2022
Accepted:
June 06 2022
Citation
Matheus Henrique Junqueira Saldanha, Yoshito Hirata; Solar activity facilitates daily forecasts of large earthquakes. Chaos 1 June 2022; 32 (6): 061107. https://doi.org/10.1063/5.0096150
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