首页|基于Morlet小波的径流突变检测

基于Morlet小波的径流突变检测

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将小波理论引入径流序列的变异检测,从理论上证明了Morlet小波系数的过零点有可能是时间序列的突变点,对过零点进行统计检验,确定真实的突变点.分析渭河华县站1961-2006年径流尺度变化特征,形成各种尺度正负相间的震荡中心,其3个明显的周期变化规律分别为:1972年以前华县站的年均径流量基本以10年为周期产生振荡;1982-2001年基本以7~8年为周期振荡;在14~16年周期非常显著,且具有全域性.找到15年尺度下可能的突变点,应用Yamamoto检验法进行进一步的诊断,识别出1972年、1982年、1994年为径流突变点.
Detection of the Abrupt Changes in Runoff Based on the Morlet Wavelet
Wavelet theory is introduced into the runoff sequence abrupt change detection in this paper. It has been proved theoretically that the Morlet wavelet coefficients of zero can be abrupt change point, and that a statistical test is carried out to determine the true point. This paper analyzes the runoff-scale varia-tion behaviors from 1961 to 2006 in the Wei River of Huaxian station, forming the center of various scales alternated with positive and negative shocks. There are three obvious changing patterns, before 1972, the average annual runoff in the Huaxian station produced the oscillation based on a 10-year cycle; from 1982 to 2001, the oscillation occurred on the basis of 7~8 year cycle. The runoff series in the 14 to 16 years cycle is very significant, with a domain-wide in Huaxian station. To identify possible mutations in the 15-year scale, Yamamoto inspection method is used to carry out the further diagnosis, and to identify the ab-rupt changes in 1972、1982 and 1994.

Morlet waveletYamamoto inspectionabrupt changeWei River

李艳玲、畅建霞

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西安理工大学 西北水资源与环境生态教育部重点实验室,陕西 西安 710048

华北水利水电学院,河南 郑州 450011

Morlet小波 Yamamoto检验 突变 渭河

国家重点基础研究发展规划(973计划)国家公益性行业科研专项基金国家公益性行业科研专项基金国家科技重大专项基金

2011CB403306201001012201101049-012009ZX07212-002-003-004

2012

西安理工大学学报
西安理工大学

西安理工大学学报

CSTPCD北大核心
影响因子:0.382
ISSN:1006-4710
年,卷(期):2012.28(3)
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