Study on the periodic fluctuations of runoff with multi-time scales based on set pair analysis

被引:0
|
作者
Ye, Yan [1 ]
Zhang, Jinping [2 ]
Yang, Jiachun [3 ]
Li, Jian [2 ]
机构
[1] Southwest Univ, Coll Resources & Environm, Chongqing 400735, Peoples R China
[2] Zhengzhou Univ, Inst Water Resources & Environm, Zhengzhou 450001, Henan, Peoples R China
[3] Dehong Branch Hydrol & Water Resources Bur Yunnan, Mangshi 678400, Peoples R China
基金
国家重点研发计划;
关键词
Empirical mode decomposition; Multiple time scales; Periodic fluctuation; Runoff; Set pair analysis; WAVELET ANALYSIS; SERIES; MODEL;
D O I
10.5004/dwt.2018.23201
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Knowledge of the complex characteristics of runoff is required to regulate water resources. To determine the complex characteristics of runoff, the natural annual runoff data from 1956 to 2005, taken from the Zhangjiashan hydrological station on the Jinghe River, China, were decomposed into multiple time scales using the empirical mode decomposition method. The results show that the natural runoff of Jinghe River has complex periodic fluctuations with multiple time scales; the short-, middle-, and long-term periodic fluctuations have periods of 2-4, 4-8, and 11-13 years, respectively. These fluctuations are consistent with the periodic variations of El Nino, air-sea interactions, and solar activity. A set pair analysis (SPA) shows that the relationships between the natural runoff of Jinghe River and its intrinsic mode function components predominantly fall into the "identity" aspect for the short-period fluctuations, the "contrary" aspect for middle-period fluctuations, and the "discrepancy" aspect for long-period fluctuations. Moreover, the SPA reveals that the short-period runoff fluctuations can adequately reflect the average state of the Jinghe River.
引用
收藏
页码:332 / 336
页数:5
相关论文
共 50 条
  • [1] Uncertainty analysis and prediction of river runoff with multi-time scales
    Zhang, Jinping
    Zhao, Yong
    Lin, Xiaomin
    [J]. WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, 2017, 17 (03): : 897 - 906
  • [2] Analysis of variation characteristics of runoff at multi-time scales under the influence of reservoir
    Yan, B.
    Zhang, X.
    Chen, Y. B.
    Yao, L. Q.
    Huang, F.
    Chen, Q. H.
    Gao, Q. S.
    Zhang, L. G.
    Guo, L. D.
    [J]. 5TH INTERNATIONAL CONFERENCE ON WATER RESOURCE AND ENVIRONMENT (WRE 2019), 2019, 344
  • [3] Impact of reservoir operation on runoff and sediment load at multi-time scales based on entropy theory
    Zhang, Jinping
    Xiao, Honglin
    Zhang, Xin
    Li, Fawen
    [J]. JOURNAL OF HYDROLOGY, 2019, 569 : 809 - 815
  • [4] The joint probability distribution of runoff and sediment and its change characteristics with multi-time scales
    Zhang, Jinping
    Ding, Zhihong
    You, Jinjun
    [J]. JOURNAL OF HYDROLOGY AND HYDROMECHANICS, 2014, 62 (03) : 218 - 225
  • [5] Multi-time formulation of pair creation
    Petrat, Soeren
    Tumulka, Roderich
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2014, 47 (11)
  • [6] Component-based Reconstruction Prediction of Runoff at Multi-time Scales in the Source Area of the Yellow River Based on the ARMA Model
    Zhang, Jinping
    Xiao, Honglin
    Fang, Hongyuan
    [J]. WATER RESOURCES MANAGEMENT, 2022, 36 (01) : 433 - 448
  • [7] Component-based Reconstruction Prediction of Runoff at Multi-time Scales in the Source Area of the Yellow River Based on the ARMA Model
    Jinping Zhang
    Honglin Xiao
    Hongyuan Fang
    [J]. Water Resources Management, 2022, 36 : 433 - 448
  • [8] Multi-Time Scale Analysis of Runoff at the Yangtze Estuary Based on the Morlet Wavelet Transform Method
    KUANG Cui-ping
    SU Ping
    GU Jie
    CHEN Wu-jun
    ZHANG Jian-le
    ZHANG Wan-lei
    ZHANG Yong-feng
    [J]. Journal of Mountain Science, 2014, 11 (06) : 1499 - 1506
  • [9] Multi-time scale analysis of runoff at the Yangtze estuary based on the Morlet Wavelet Transform method
    Cui-ping Kuang
    Ping Su
    Jie Gu
    Wu-jun Chen
    Jian-le Zhang
    Wan-lei Zhang
    Yong-feng Zhang
    [J]. Journal of Mountain Science, 2014, 11 : 1499 - 1506
  • [10] Multi-Time Scale Analysis of Runoff at the Yangtze Estuary Based on the Morlet Wavelet Transform Method
    Kuang Cui-ping
    Su Ping
    Gu Jie
    Chen Wu-jun
    Zhang Jian-le
    Zhang Wan-lei
    Zhang Yong-feng
    [J]. JOURNAL OF MOUNTAIN SCIENCE, 2014, 11 (06) : 1499 - 1506