气候变化领域集成服务门户(CCPortal): Statistical Reconstruction of Seasonal Tropical Cyclone Variability in the North Atlantic Basin

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DOI	10.1029/2020JD032669
	Statistical Reconstruction of Seasonal Tropical Cyclone Variability in the North Atlantic Basin
	Titus M.L.; Thompson K.R.; Oliver E.C.J.; Klotzbach P.J.
发表日期	2021
ISSN	2169897X
卷号	126 期号:4
英文摘要	Seasonal forecasting of tropical cyclones is a topic of considerable interest to the public, government and private sectors. To improve understanding of the dynamics controlling the predictability of tropical cyclone (TC) activity, and improve the accuracy of forecasts, multiple studies have related TC activity to empirically-defined indices including the El Niño-Southern Oscillation, the Atlantic Multidecadal Oscillation, and the North Atlantic Oscillation. These indices were not developed to forecast TC activity but rather summarize other aspects of atmosphere-ocean variability. In this study we use a statistical approach, based on redundancy analysis, to define two indices related to overall activity and steering of TCs. We focus on North Atlantic TCs that reached tropical storm strength (≥34 kt) between August and October 1948–2016. TC occurrences are binned using an equal area grid that covers the North Atlantic. The redundancy indices are linear combinations of mean sea level pressure for the same season. Cross validation is used to guard against over fitting in the definition of the indices. This approach provides two physically interpretable redundancy indices related to North Atlantic TC activity. The leading redundancy index is used to successfully reconstruct the total number of TCs and the accumulated cyclone energy, over the extended period 1878–2014 using seasonal mean sea level pressures from the National Centers for Environmental Prediction 20th-Century Reanalysis version 2c. Extensions of the approach for seasonal forecasting are discussed. © 2020. American Geophysical Union. All Rights Reserved.
英文关键词	North Atlantic; redundancy analysis; seasonal prediction; tropical cyclones
语种	英语
来源期刊	Journal of Geophysical Research: Atmospheres
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/185452
作者单位	Environment and Climate Change Canada, Dartmouth, NS, Canada; Department of Physics and Atmospheric Science, Dalhousie University, Halifax, NS, Canada; Department of Oceanography, Dalhousie University, Halifax, NS, Canada; Colorado State University, Fort Collins, CO, United States
推荐引用方式 GB/T 7714	Titus M.L.,Thompson K.R.,Oliver E.C.J.,et al. Statistical Reconstruction of Seasonal Tropical Cyclone Variability in the North Atlantic Basin[J],2021,126(4).
APA	Titus M.L.,Thompson K.R.,Oliver E.C.J.,&Klotzbach P.J..(2021).Statistical Reconstruction of Seasonal Tropical Cyclone Variability in the North Atlantic Basin.Journal of Geophysical Research: Atmospheres,126(4).
MLA	Titus M.L.,et al."Statistical Reconstruction of Seasonal Tropical Cyclone Variability in the North Atlantic Basin".Journal of Geophysical Research: Atmospheres 126.4(2021).