Shifts in river-floodplain relationship reveal the impacts of river regulation: A case study of Dongting Lake in China

被引:44
作者
Lu, Cai [1 ]
Jia, Yifei [1 ]
Jing, Lei [2 ]
Zeng, Qing [1 ]
Lei, Jialin [1 ]
Zhang, Shuanghu [3 ]
Lei, Guangchun [1 ]
Wen, Li [4 ]
机构
[1] Beijing Forestry Univ, Sch Nat Conservat, Beijing, Peoples R China
[2] Cent South Univ Forestry & Technol, Coll Forestry, Changsha, Hunan, Peoples R China
[3] Inst Water Resources & Hydropower Res, Beijing, Peoples R China
[4] Off Environm & Heritage, Sci Div, Sydney, NSW, Australia
关键词
Regime-switching model; Dynamic multiple linear regression; Three Gorges Dam; Dongting Lake; Regime shift; 3 GORGES DAM; YANGTZE-RIVER; POYANG LAKE; STRUCTURAL-CHANGES; WINTERING GEESE; CLIMATE-CHANGE; FLOW REGIMES; WATER-LEVEL; CONSERVATION; DOWNSTREAM;
D O I
10.1016/j.jhydrol.2018.03.004
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Better understanding of the dynamics of hydrological connectivity between river and floodplain is essential for the ecological integrity of river systems. In this study, we proposed a regime-switch modelling (RSM) framework, which integrates change point analysis with dynamic linear regression, to detect and date change points in linear regression, and to quantify the relative importance of natural variations and anthropogenic disturbances. The approach was applied to the long-term hydrological time series to investigate the evolution of river-floodplain relation in Dongting Lake in the last five decades, during which the Yangtze River system experienced unprecedented anthropogenic manipulations. Our results suggested that 1) there were five distinct regimes during which the influence of inflows and local climate on lake water level changed significantly. The detected change points were well corresponding to the major events occurred upon the Yangtze; 2) although the importance of inflows from the Yangtze was greater than that of the tributaries flows over the five regimes, the relative contribution gradually decreased from regime 1 to regime 5. The weakening of hydrological forcing from the Yangtze was mainly attributed to the reduction in channel capacity resulting from sedimentation in the outfalls and water level dropping caused by river bed scour in the mainstream; 3) the effects of local climate was much smaller than these of inflows; and 4) since the operation of The Three Gorges Dam in 2006, the river-floodplain relationship entered a new equilibrium in that all investigated variables changed synchronously in terms of direction and magnitude. The results from this study reveal the mechanisms underlying the alternated inundation regime in Dongting Lake. The identified change points, some of which have not been previously reported, will allow a reappraisal of the current dam and reservoir operation strategies not only for flood/drought risk management but also for the maintenance and restoration of the regional ecological integrity. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:932 / 941
页数:10
相关论文
共 86 条
  • [1] Defining environmental river flow requirements - a review
    Acreman, M
    Dunbar, MJ
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2004, 8 (05) : 861 - 876
  • [2] Environmental flows and the European Water Framework Directive
    Acreman, M. C.
    Ferguson, A. J. D.
    [J]. FRESHWATER BIOLOGY, 2010, 55 (01) : 32 - 48
  • [3] Comparison of Akaike information criterion and consistent Akaike information criterion for model selection and statistical inference from capture-recapture studies
    Anderson, DR
    Burnham, KP
    White, GC
    [J]. JOURNAL OF APPLIED STATISTICS, 1998, 25 (02) : 263 - 282
  • [4] [Anonymous], 2011, Parametric statistical change point analysis: with applications to genetics, medicine, and finance
  • [5] Bai J., 1994, Journal of Time Series Analysis, V15, P453, DOI 10.1111/j.1467-9892.1994.tb00204.x
  • [6] Estimating and testing linear models with multiple structural changes
    Bai, JS
    Perron, P
    [J]. ECONOMETRICA, 1998, 66 (01) : 47 - 78
  • [7] Estimating multiple breaks one at a time
    Bai, JS
    [J]. ECONOMETRIC THEORY, 1997, 13 (03) : 315 - 352
  • [8] Change-point analysis as a tool to detect abrupt climate variations
    Beaulieu, Claudie
    Chen, Jie
    Sarmiento, Jorge L.
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2012, 370 (1962): : 1228 - 1249
  • [9] Chen Y., 2016, VARIATIONS RESPONSE, P95
  • [10] Historical impact of water infrastructure on water levels of the Mekong River and the Tonle Sap system
    Cochrane, T. A.
    Arias, M. E.
    Piman, T.
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2014, 18 (11) : 4529 - 4541