Driving forces of hydrological health and multifractal response of fish habitat in regulated rivers

被引:8
作者
Guo, Wenxian [1 ]
Yang, Huan [1 ]
Hu, Jianwen [1 ]
Hong, Fengtian [1 ]
Ma, Yinchu [1 ]
Wang, Hongxiang [1 ]
机构
[1] North China Univ Water Resources & Elect Power, Zhengzhou 450046, Peoples R China
关键词
Joint multifractal model; River hydrological health; Fish habitat; Anthropogenic activities; Deep learning model; YANGTZE-RIVER; ATTRIBUTION ANALYSIS; RUNOFF; PRECIPITATION; CLIMATE; MODEL; VARIABILITY; CHINA;
D O I
10.1016/j.jenvman.2023.118844
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Climate change and anthropogenic activities are major influences on the hydrological cycle, further altering river hydrological health. However, the characteristics of the forces in driving the variations of hydrological health at long-short time scales (annual, seasonal, monthly), as well as the potential impacts of these variations on aquatic habitats, remain unclear. In this study, the flow threshold method was introduced to identify the inherent characteristics of river hydrological health degree (RHD) evolution in the upper reaches of the Yangtze River (URYR) through the extreme-point symmetric modal decomposition (ESMD) method and range of variation approach (RVA). The RHD under unregulated conditions was reconstructed to quantify the impacts of anthropogenic activities and climate change. Subsequently, a multifractal model was proposed to establish the relationship between RHD and habitat-weighted usage area (WUA) during the spawning period of the Four Famous Major Carps, aiming to analyze the response mechanisms of habitat conditions to RHD fluctuations. The results showed that the RHD in the URYR exhibited degradation characteristics, experiencing a moderate change with a value of 0.44. Climate change was identified as the dominant factor causing the annual-scale decline in RHD, with an average impact weight of 62.9%. At the annual scale, Anthropogenic activities exacerbate (-3.4), counteract (20.1), and counteract (20.5) the adverse climatic impacts at Yichang, Cuntan, and Zhutuo stations, respectively. Additionally, the effect of human activities during the flood season is slight, with the most favorable and unfavorable impacts occurring in December (50.7) at the Zhutuo station and in October (-27.2) at the Yichang station. Under the influence of driving forces, the multifractal correlation of the RHD-WUA system tended to homogenized as the time window increased, indicating the presence of potential nonlinear dependence, asymmetric fractal characteristics, and positive-to-negative persistence transitions. Therefore, modeling river health considering fish habitat cannot be limited to linear paradigms. The findings provide valuable insights for the management and restoration of aquatic ecosystems.
引用
收藏
页数:14
相关论文
共 56 条
[1]   Analysis of hydroclimatic variability and trends using a novel empiricalmode decomposition: Application to the Parana River Basin [J].
Antico, A. ;
Schlotthauer, G. ;
Torres, M. E. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2014, 119 (03) :1218-1233
[2]   Joint multifractal spectrum analysis for characterizing the nonlinear relationship among hydrological variables [J].
Bai, Zhixu ;
Xu, Yue-Ping ;
Gu, Haiting ;
Pan, Suli .
JOURNAL OF HYDROLOGY, 2019, 576 :12-27
[3]   Quantifying the impact of the Three Gorges Dam on the thermal dynamics of the Yangtze River [J].
Cai, Huayang ;
Piccolroaz, Sebastiano ;
Huang, Jingzheng ;
Liu, Zhiyong ;
Liu, Feng ;
Toffolon, Marco .
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (05)
[4]   Changes in monthly flows in the Yangtze River, China - With special reference to the Three Gorges Dam [J].
Chen, Jing ;
Finlayson, Brian L. ;
Wei, Taoyuan ;
Sun, Qianli ;
Webber, Michael ;
Li, Maotian ;
Chen, Zhongyuan .
JOURNAL OF HYDROLOGY, 2016, 536 :293-301
[5]   Variability and trend in the hydrology of the Yangtze River, China: Annual precipitation and runoff [J].
Chen, Jing ;
Wu, Xiaodan ;
Finlayson, Brian L. ;
Webber, Michael ;
Wei, Taoyuan ;
Li, Maotian ;
Chen, Zhongyuan .
JOURNAL OF HYDROLOGY, 2014, 513 :403-412
[6]   Study on streamflow response to land use change over the upper reaches of Zhanghe Reservoir in the Yangtze River basin [J].
Chen, Yuqi ;
Niu, Jun ;
Sun, Yuqing ;
Liu, Qi ;
Li, Sien ;
Li, Peng ;
Sun, Liqun ;
Li, Qinglan .
GEOSCIENCE LETTERS, 2020, 7 (01)
[7]   Land use changes and socio-economic development strongly deteriorate river ecosystem health in one of the largest basins in China [J].
Cheng, Xian ;
Chen, Liding ;
Sun, Ranhao ;
Kong, Peiru .
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 616 :376-385
[8]   Assessing the influence of human activities on river health: a case for two South African rivers with differing pollutant sources [J].
Chetty, Shaeen ;
Pillay, Letitia .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (03)
[9]   Intensification of extreme European summer precipitation in a warmer climate [J].
Christensen, OB ;
Christensen, JH .
GLOBAL AND PLANETARY CHANGE, 2004, 44 (1-4) :107-117
[10]   Identification of the impact of climate change and human activities on rainfall-runoff relationship variation in the Three-River Headwaters region [J].
Chu, Haibo ;
Wei, Jiahua ;
Qiu, Jun ;
Li, Qiong ;
Wang, Guangqian .
ECOLOGICAL INDICATORS, 2019, 106