Climate and solar signals in property damage losses from hurricanes affecting the United States

作者: Thomas H. Jagger , James B. Elsner , R. King Burch

DOI: 10.1007/S11069-010-9685-4

关键词:

摘要: The authors show that historical property damage losses from US hurricanes contain climate signals. methodology is based on a statistical model combines specification for the number of loss events with amount per event. Separate models are developed annual and extreme losses. A Markov chain Monte Carlo procedure used to generate posterior samples models. Results indicate chance at least one event increases when springtime north–south surface pressure gradient over North Atlantic weaker than normal, ocean warmer El Nino absent, sunspots few. However, given event, magnitude annum related only temperature. 50-year return level largest under scenario featuring warm Ocean, weak gradient, Nino, few sunspots. work provides framework anticipating hurricane seasonal multi-year time scales.

参考文章(31)
Thomas H. Jagger, James B. Elsner, R. King Burch, Environmental Signals in Property Damage Losses from Hurricanes 29th Conference on Hurricanes and Tropical Meteorology (10-14 May 2010). pp. 101- 119 ,(2010) , 10.1007/978-90-481-9510-7_6
Stuart G. Coles, Jonathan A. Tawn, A Bayesian Analysis of Extreme Rainfall Data Applied statistics. ,vol. 45, pp. 463- 478 ,(1996) , 10.2307/2986068
J. B. Elsner, T. H. Jagger, R. E. Hodges, Daily tropical cyclone intensity response to solar ultraviolet radiation Geophysical Research Letters. ,vol. 37, ,(2010) , 10.1029/2010GL043091
Thomas H. Jagger, James B. Elsner, Mark A. Saunders, Forecasting US insured hurricane losses In: UNSPECIFIED Cambridge University Press (2006). ,(2008) , 10.1017/CBO9780511535840.013
James B. Elsner, James P. Kossin, Thomas H. Jagger, The increasing intensity of the strongest tropical cyclones Nature. ,vol. 455, pp. 92- 95 ,(2008) , 10.1038/NATURE07234
D. Walshaw, Modelling extreme wind speeds in regions prone to hurricanes Journal of The Royal Statistical Society Series C-applied Statistics. ,vol. 49, pp. 51- 62 ,(2000) , 10.1111/1467-9876.00178
Stuart Coles, Luis Raúl Pericchi, Scott Sisson, A fully probabilistic approach to extreme rainfall modeling Journal of Hydrology. ,vol. 273, pp. 35- 50 ,(2003) , 10.1016/S0022-1694(02)00353-0
Richard J. Mumane, Chris Barton, Eric Collins, Jeffrey Donnelly, James Eisner, Kerry Emanuel, Isaac Ginis, Susan Howard, Chris Landsea, Kam-biu Liu, David Malmquist, Megan McKay, Anthony Michaels, Norm Nelson, James O Brien, David Scott, Thompson Webb, Model estimates hurricane wind speed probabilities Eos, Transactions American Geophysical Union. ,vol. 81, pp. 433- 438 ,(2000) , 10.1029/00EO00319
Jill Malmstadt, Kelsey Scheitlin, James Elsner, None, Florida Hurricanes and Damage Costs Southeastern Geographer. ,vol. 49, pp. 108- 131 ,(2009) , 10.1353/SGO.0.0045