Statistical Analysis of Natural Disasters and Related Losses

  • V.F. Pisarenko
  • M.V. Rodkin

Part of the SpringerBriefs in Earth Sciences book series (BRIEFSEARTH)

Table of contents

  1. Front Matter
    Pages i-xi
  2. V. F. Pisarenko, M. V. Rodkin
    Pages 1-7
  3. V. F. Pisarenko, M. V. Rodkin
    Pages 25-76
  4. V. F. Pisarenko, M. V. Rodkin
    Pages 77-81

About this book


The study of disaster statistics and disaster occurrence is a complicated interdisciplinary field involving the interplay of new theoretical findings from several scientific fields like mathematics, physics, and computer science. Statistical studies on the mode of occurrence of natural disasters largely rely on fundamental findings in the statistics of rare events, which were derived in the 20th century. With regard to natural disasters, it is not so much the fact that the importance of this problem for mankind was recognized during the last third of the 20th century, - the myths one encounters in ancient civilizations show that the problem of disasters has always been recognized, - rather, it is the fact that mankind now possesses the necessary theoretical and practical tools to effectively study natural disasters, which in turn supports effective, major practical measures to minimize their impact. All the above factors have resulted in considerable progress in natural disaster research. Substantial accrued material on natural disasters and the use of advanced recording techniques have opened new doors for empirical analysis.
However, despite the considerable progress made, the situation is still far from ideal. Sufficiently complete catalogs of events are still not available for many types of disasters, and the methodological and even terminological bases of research need to be further developed and standardized.
The present monograph summarizes recent advances in the field of disaster statistics, primarily focusing on the occurrence of disasters that can be described by distributions with heavy tails. These disasters typically occur on a very broad range of scales, the rare greatest events being capable of causing losses comparable to the total losses of all smaller disasters of the same type.

This SpringerBrief will be a valuable resource for those working in the fields of  natural disaster research, risk assessment and loss mitigation at regional and federal governing bodies and in the insurance business, as well as for a broad range of readers interested in problems concerning natural disasters and their effects on human life.


Economic Losses Extreme Value Theory Generalized Extreme Value Distribution (GEV) Generalized Pareto Distribution (GPD) Long-tail Distributions Natural Disasters Risk Assessment

Authors and affiliations

  • V.F. Pisarenko
    • 1
  • M.V. Rodkin
    • 2
  1. 1.Institute of Earthquake Prediction Theory and and Mathematical GeophysicsRussian Academy of SciencesMoscowRussia
  2. 2.Institute of Earthquake Prediction Theory and Mathematical GeophysicsRussian Academy of SciencesMoscowRussia

Bibliographic information

  • DOI
  • Copyright Information The Author(s) 2014
  • Publisher Name Springer, Cham
  • eBook Packages Earth and Environmental Science
  • Print ISBN 978-3-319-01453-1
  • Online ISBN 978-3-319-01454-8
  • Series Print ISSN 2191-5369
  • Series Online ISSN 2191-5377
  • About this book