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An alternative view of the Bayesian probabilistic prediction of strong shocks in the Hellenic Arc
Institution:1. Department of Psychological and Brain Sciences, University of California at Santa Barbara, Santa Barbara, California;2. Molecular, Cellular and Developmental Biology, University of California at Santa Barbara, Santa Barbara, California;3. Neuroscience Research Institute, and Institute for Collaborative Biotechnology, University of California at Santa Barbara, Santa Barbara, California;4. Translational Neuroscience Facility, School of Medical Sciences, University of New South Wales, New South Wales, Australia;5. Behavioral Neuroscience and Methamphetamine Abuse Research Center, Oregon Health & Science University; VA Portland Health Care System, Portland, Oregon;1. Federal University of Health Sciences of Porto Alegre, Graduate Program in Medicine: Hepatology, Porto Alegre, Brazil;2. Irmandade Santa Casa de Misericórdia de Porto Alegre, Gastroenterology and Hepatology Unit, Porto Alegre, Brazil;1. MOE Key Laboratory of Resources and Environmental System Optimization, College of Environmental Science and Engineering, North China Electric Power University, Beijing 102206, China;2. Laboratory of Environmental Remediation and Functional Material, Suzhou Research Academy of North China Electric Power University, Suzhou, Jiangsu,215213, China;1. School of Computer Science and Engineering, Vellore Institute of Technology, Chennai 600127, India;2. Department of Information Technology, Sri Sivasubramanya Nadar College of Engineering, Kalavakkam, Tamil Nadu 603110, India;1. Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Laboratory of Genetics, Peking University Cancer Hospital & Institute, Beijing, P.R. China;3. North China University of Science and Technology Affiliated Hospital, Tangshan, Hebei Province, P.R. China
Abstract:A Bayesian discrete distribution, as developed by Ferraes (1985), is applied to predict the inter-arrival times for strong shocks in the Hellenic Arc on the basis of nine samples of shocks with seismotectonic locations very different from those used by Ferraes. The results suggest an alternative view of the Bayesian probabilistic prediction of strong earthquakes in the Hellenic Arc, and can be summed up as follows:
  • 1.(a) Maximum final Bayesian probabilities of various inter-arrival times in a given seismotectonic segment are very dependent on the data set used and particularly on its time length.
  • 2.(b) When using this method to determine the time intervals during which large shocks are to be expected in the Western and Eastern Hellenic arcs, it is very difficult to estimate intervals of less than a decade. The determination of the occurrence time, even in the long-term sense, remains the major problem in the prediction of these shocks.
  • 3.(c) Bayesian probabilities in conjunction with seismicity observations indicate that large intermediate depth earthquakes in the Hellenic Arc are long overdue. Shocks of this sort can be expected to occur in the next few years.
It is also pointed out that although Bayesian-type predictions may be useful for engineering purposes, they are not a suitable basis for making specific predictions or taking special precautions.
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