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水力发电学报 ›› 2019, Vol. 38 ›› Issue (2): 57-67.doi: 10.11660/slfdxb.20190206

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基于Bai&Perron结构断点检验的水文分期方法

柯玮, 谢平, 桑燕芳, 吴子怡   

  • 出版日期:2019-02-25 发布日期:2019-02-25

Staged hydrological method based on Bai and Perron’s multiple structural breaks test

KE Wei, XIE Ping, SANG Yanfang, WU Ziyi   

  • Online:2019-02-25 Published:2019-02-25

摘要: 在气候和人类活动等变化环境下,洪水灾害频发。为了给洪水灾害防治等提供依据,文章提出了基于Bai&Perron(简称BP)结构断点检验的水文分期方法。该方法是在传统单位根检验方法的基础上,引入结构突变成分的多结构断点的单位根检验方法。水文序列经处理后,采用BP检验方法检验结构断点,即汛期起止点,结果即可用于划分汛期。同时采用基于BP检验的水文分期方法和模糊统计法对澜沧江中下游的径流序列进行检验,划分汛期为6—10月,非汛期为当年11月—次年5月。BP检验方法和模糊统计法的检验结果比较一致,说明基于BP结构断点检验的水文分期方法可以满足水文分期的需要,并且相较于模糊统计法,BP检验方法对于不同时间尺度的序列均有较好的适用性。

关键词: Bai&Perron结构断点检验, 水文分期, 澜沧江, 模糊统计

Abstract: Under the changing environment of climate change and intensive human activities, flooding disasters occur at times. This paper presents a staged hydrological method based on Bai and Perron’s (BP) multiple structural breaks test to provide a tool for analyzing hydrological data series amid such environment. This method is a unit root test of these breaks that combines structural mutation components with the traditional unit root test. For a data series, it does ordinary processing first, and then uses Bai and Perron’s breaks test to check out the structural breaks, i.e. the start and end of flood season. Finally, these breaks are used to construct a corresponding staged data series. To demonstrate and verify the method, a BP test and traditional fuzzy statistical method are used to test the runoff series of the middle and lower Lancang River with the flood season from June through October. The results of these two methods agree well, showing that the staged hydrological method based on BP test is satisfactory but relatively more applicable to series of variable time scales.

Key words: Bai and Perron’s multiple structural breaks test, staged hydrological method, Lancang River, fuzzy statistical method

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