Classification of climate in the northern hemisphere by the envelope of temperature signals

被引:0
|
作者
Volkov, Yury V. [1 ,2 ]
Tartakovsky, Valery A. [1 ]
Cheredko, Natalia N. [1 ]
Kabanov, Mikhail M. [1 ]
Kapustin, Sergey N. [1 ]
机构
[1] RAS, SB, Inst Monitoring Climat & Ecol Syst, Akad Sky Ave 10-3, Tomsk 634055, Russia
[2] Tomsk Polytech Univ, Lenina Ave 30, Tomsk 634050, Russia
关键词
Temperature; analytic signal; envelope of amplitude modulated signals; the climatic structures; classification; Northern hemisphere; SHIFTS;
D O I
10.1117/12.2505454
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
The authors developed the algorithm based on analytic signal theory, allowing grouping geophysical signals over various spatial and temporal scales. Surface temperature was selected as an integrated indicator of climate change. Algorithm can distinguish the climatic structures where multi-year temperature oscillations are congruent. To accomplish that, the information on temperature series amplitude temporal changes was used. Computing technology developed was applied to the data from 818 northern hemisphere meteorological stations over the period of 1955-2010. The classification for three correlation thresholds was obtained. Distinguished structures have strict geographical differentiation and defined by the highest synchronism level of temperature oscillations. Stations closest to each other spatially demonstrate the highest strength of relationship to typical class envelope.
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页数:4
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