GSTDTAP  > 气候变化
DOI10.1029/2020GL090411
Complex Networks Reveal Heatwave Patterns and Propagations over the USA
Somnath Mondal; Ashok Kumar Mishra
2020-12-22
发表期刊Geophysical Research Letters
出版年2020
英文摘要

Quantifying the dynamical linkage, co‐evolution, and propagation of regional heatwaves is essential to minimize socio‐economic losses. Here, we investigate such network structure and propagation characteristics for warm period (May‐September) heatwaves over Conterminous United States (CONUS) using a Complex Network (CN) approach based on daily maximum temperature. The concept of Event Synchronization (ES) is applied to identify the source and sink regions primarily responsible for heatwave propagations and the strength of association between these regions. The network coefficients are derived to evaluate the extremal dependence, co‐evolution, and spatial propagation of large scale HW events. The topology and propagation of heatwaves are influenced by the spatial distribution of the zonal and meridional air mass transport. Furthermore, we demonstrated the application of ES metrics and the network coefficients for heatwave days prediction between source and sink regions with true positive rate of 63% at a lead time of 2 days.

领域气候变化
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/309031
专题气候变化
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GB/T 7714
Somnath Mondal,Ashok Kumar Mishra. Complex Networks Reveal Heatwave Patterns and Propagations over the USA[J]. Geophysical Research Letters,2020.
APA Somnath Mondal,&Ashok Kumar Mishra.(2020).Complex Networks Reveal Heatwave Patterns and Propagations over the USA.Geophysical Research Letters.
MLA Somnath Mondal,et al."Complex Networks Reveal Heatwave Patterns and Propagations over the USA".Geophysical Research Letters (2020).
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