GSTDTAP  > 气候变化
DOI10.1002/joc.6068
Joint probability risk modelling of storm surge and cyclone wind along the coast of Bay of Bengal using a statistical copula
Bushra, Nazla1; Trepanier, Jill C.2; Rohli, Robert V.1
2019-09-01
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2019
卷号39期号:11页码:4206-4217
文章类型Article
语种英语
国家USA
英文摘要

High winds and storm surges associated with torrential rain from tropical cyclones (TCs) cause massive destruction to property and cost the lives of many people. The coastline of the Bay of Bengal (BoB) ranks as one of the most susceptible to storm surges in the world due to low-lying elevation and a high frequency of TC occurrence. This study uses data from 1885 to 2011 and a bivariate statistical copula to describe the relationship and dependency between empirical TC storm surge and reported wind speed before landfall at the BoB. Among the copulas and their families, an Archimedean, Gumbel copula with margins defined by the empirical distributions is specified as the most appropriate choice for the BoB. The model provides return periods for pairs of TC storm surge and 12-hr pre-landfall wind along the BoB coastline. On the shortest timescale, the BoB can expect a TC with 12-hr pre-landfall winds of at least 24 m/s and surge heights of at least 4.0 m, on average, once every 3.9 years. On the other hand, the long-term, worst case scenario suggests the BoB can expect 12-hr pre-landfall winds of 62 m/s and surge heights of at least 8.0 m, on average, once every 311.8 years. Using a copula to model the combined frequency of cyclone wind speeds along with storm surges along the BoB coastline increases the understanding of the dangerous TC characteristics in this region, which can reduce fatalities and monetary losses.


英文关键词Bay of Bengal copula risk storm surge tropical cyclones wind
领域气候变化
收录类别SCI-E ; SSCI
WOS记录号WOS:000483703900002
WOS关键词FLOOD FREQUENCY-ANALYSIS ; SEA-SURFACE TEMPERATURE ; METEOROLOGICAL SUBDIVISIONS ; ORISSA COAST ; DROUGHT ; RIVER ; FIELD ; DISTRIBUTIONS ; SIMULATION ; BANGLADESH
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
被引频次:18[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/186705
专题气候变化
作者单位1.Louisiana State Univ, Coll Coast & Environm, Dept Oceanog & Coastal Sci, Baton Rouge, LA 70803 USA;
2.Louisiana State Univ, Dept Geog & Anthropol, Baton Rouge, LA 70803 USA
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Bushra, Nazla,Trepanier, Jill C.,Rohli, Robert V.. Joint probability risk modelling of storm surge and cyclone wind along the coast of Bay of Bengal using a statistical copula[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2019,39(11):4206-4217.
APA Bushra, Nazla,Trepanier, Jill C.,&Rohli, Robert V..(2019).Joint probability risk modelling of storm surge and cyclone wind along the coast of Bay of Bengal using a statistical copula.INTERNATIONAL JOURNAL OF CLIMATOLOGY,39(11),4206-4217.
MLA Bushra, Nazla,et al."Joint probability risk modelling of storm surge and cyclone wind along the coast of Bay of Bengal using a statistical copula".INTERNATIONAL JOURNAL OF CLIMATOLOGY 39.11(2019):4206-4217.
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