GSTDTAP  > 气候变化
DOI10.1007/s00382-019-04866-2
Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East
Ouarda, Taha B. M. J.1,4; Charron, Christian1; Kumar, Kondapalli Niranjan2; Phanikumar, Devulapalli Venkata3; Molini, Annalisa4; Basha, Ghouse5
2019-11-01
发表期刊CLIMATE DYNAMICS
ISSN0930-7575
EISSN1432-0894
出版年2019
卷号53页码:5329-5347
文章类型Article
语种英语
国家Canada; India; U Arab Emirates
英文摘要

The Middle East can experience extended wintertime spells of exceptionally hot weather, which can result in prolonged droughts and have major impacts on the already scarce water resources of the region. Recent observational studies point at increasing trends in mean and extreme temperatures in the Middle East, while climate projections seem to indicate that, in a warming weather scenario, the frequency, intensity and duration of warm spells will increase. The nonstationary warm spell frequency analysis approach proposed herein allows considering both climate variability through global climatic oscillations and climate change signals. In this study, statistical distributions with parameters conditional on covariates representing time, to account for temporal trend, and climate indices are used to predict the frequency, duration and intensity of wintertime warm spells in the Middle East. Such models could find a large applicability in various fields of climate research, and in particular in the seasonal prediction of warm spell severity. Based on previous studies linking atmospheric circulation patterns in the Atlantic to extreme temperatures in the Middle East, we use as covariates two classic modes of 'fast' and 'slow' climatic variability in the Atlantic Ocean (i.e., the Northern Atlantic Oscillation and the Atlantic Multidecadal Oscillation respectively). Results indicate that the use of covariates improves the goodness-of-fit of models for all warm spell characteristics.


英文关键词Winter warm spell Nonstationary model Frequency analysis Climate index Climate change Natural climate variability Statistical distribution Middle East
领域气候变化
收录类别SCI-E
WOS记录号WOS:000493469900012
WOS关键词NORTH-ATLANTIC OSCILLATION ; UNITED-STATES ; HEAT-WAVE ; SURFACE-TEMPERATURE ; SUMMER HEAT ; HOT SPELLS ; WIND-SPEED ; PRECIPITATION ; TRENDS ; INFORMATION
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/187900
专题气候变化
作者单位1.Natl Inst Sci Res, INRS ETE, Canada Res Chair Stat Hydroclimatol, Quebec City, PQ G1K 9A9, Canada;
2.Phys Res Lab, Ahmadabad, Gujarat, India;
3.Minist Sci & Technol, Dept Sci & Technol, Technol Bhawan, New Delhi, India;
4.Masdar Inst Sci & Technol, Inst Ctr Water & Environm iWATER, POB 54224, Abu Dhabi, U Arab Emirates;
5.Dept Space, Natl Atmospher Res Lab, Gadanki 517112, India
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GB/T 7714
Ouarda, Taha B. M. J.,Charron, Christian,Kumar, Kondapalli Niranjan,et al. Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East[J]. CLIMATE DYNAMICS,2019,53:5329-5347.
APA Ouarda, Taha B. M. J.,Charron, Christian,Kumar, Kondapalli Niranjan,Phanikumar, Devulapalli Venkata,Molini, Annalisa,&Basha, Ghouse.(2019).Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East.CLIMATE DYNAMICS,53,5329-5347.
MLA Ouarda, Taha B. M. J.,et al."Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East".CLIMATE DYNAMICS 53(2019):5329-5347.
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