Sediment yield is closely related to lithology and landscape properties in heterogeneous karst watersheds

被引:45
|
作者
Li, Zhenwei [1 ]
Xu, Xianli [1 ]
Zhu, Jingxuan [2 ]
Xu, Chaohao [1 ,3 ]
Wang, Kelin [1 ]
机构
[1] Chinese Acad Sci, Inst Subtrop Agr, Key Lab Agroecol Proc Subtrop Reg, Huanjiang Observat & Res Stn Karst Ecosyst, Changsha 410125, Hunan, Peoples R China
[2] Hunan Normal Univ, Coll Resources & Environm Sci, Changsha 410125, Hunan, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
Soil erosion; Earth critical zone; Partial least squares regression; Landscape ecology; Ecohydrology; LEAST-SQUARES REGRESSION; SOIL-EROSION; LOESS PLATEAU; DISTRIBUTED MODEL; RAINFALL REGIMES; SPRING DISCHARGE; LAND-COVER; CATCHMENT; PATTERNS; RUNOFF;
D O I
10.1016/j.jhydrol.2018.10.076
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
As one of the largest contiguous karst regions in the world, Southwest China is vulnerable to soil erosion because of its unique geology and inappropriate land use. Understanding the linkages between geological conditions, land cover patterns and sediment yield is thus of paramount importance to effectively control sediment delivery in heterogeneous karst watersheds. The objective of this study was to examine how the specific sediment yield was related to lithology and landscape variables for 40 karst watersheds in southwest China. Due to these watershed variables were highly codependent, partial least squares regression (PLSR) was applied to elucidate the relationship between the sediment yield and 30 lithology and landscape variables. The first-order controls were determined by calculating the variable importance for the projection (VIP). Predictors with VIP scores larger than 1 were considered to be the most influential predictors of the PLSR model. Results indicated that the lithology and landscape indeed exerted substantial influence on sediment yield (explained variance: 66.8%) for the investigated 40 watersheds. Specifically, the first dominant factor for sediment yield was karst coverage (VIP = 2.19), followed by dolomite coverage (VIP = 1.42), landscape shape index (VIP = 1.33), patch richness (VIP = 1.23), relative patch richness (VIP = 1.23), number of patches (VIP = 1.22), and Simpson's diversity index (VIP = 1.03). The PLSR technique enabled the elimination of codependency among the variables and facilitated a more unbiased view of the control factors for sediment yield. Therefore, this approach is recommended as a useful tool for identifying the dominant factors controlling sediment yield in heterogeneous karst watersheds.
引用
收藏
页码:437 / 446
页数:10
相关论文
共 8 条
  • [1] Effects of distribution patterns of karst landscapes on runoff and sediment yield in karst watersheds
    Li, Zhenwei
    Xu, Xianli
    Wang, Kelin
    CATENA, 2023, 223
  • [2] Temporal variations in rainfall, runoff and sediment yield in small karst watersheds
    Sun, Mingwei
    Wang, Zhongcheng
    Li, Zhenwei
    Xu, Xianli
    Qin, Li
    Song, Tao
    CATENA, 2023, 231
  • [3] Can precipitation extremes explain variability in runoff and sediment yield across heterogeneous karst watersheds?
    Li, Zhenwei
    Xu, Xianli
    Zhu, Jingxuan
    Zhong, Feixia
    Xu, Chaohao
    Wang, Kelin
    JOURNAL OF HYDROLOGY, 2021, 596 (596)
  • [4] Effects of lithology and geomorphology on sediment yield in karst mountainous catchments
    Li, Zhenwei
    Xu, Xianli
    Zhu, Jingxuan
    Xu, Chaohao
    Wang, Kelin
    GEOMORPHOLOGY, 2019, 343 : 119 - 128
  • [5] Scale-specific controls of sediment yield in karst watersheds
    Li, Zhenwei
    Xu, Xianli
    Zhu, Jingxuan
    Xu, Chaohao
    Wang, Kelin
    JOURNAL OF HYDROLOGY, 2020, 583 (583)
  • [6] Quantitatively Distinguishing the Factors Driving Runoff and Sediment Yield Variations in Karst Watersheds
    Cheng, Si
    Yu, Xingxiu
    Li, Zhenwei
    Xu, Xianli
    Wang, Kelin
    WATER RESOURCES RESEARCH, 2024, 60 (08)
  • [7] Rainstorm sediment events in heterogeneous karst small watersheds: Process characteristics, prediction modeling and management enlightenment
    Jing, Jun
    Yuan, Jiang
    Li, Rui
    Gu, Zaike
    Qin, Li
    Gao, Jiayong
    Xiao, Linlv
    Tang, Zhenyi
    Xiong, Ling
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 875
  • [8] A millennium-long perspective of flood-related seasonal sediment yield in Mediterranean watersheds
    Corella, J. P.
    Benito, G.
    Wilhelm, B.
    Montoya, E.
    Rull, V.
    Vegas-Vilarrubia, T.
    Valero-Garces, B. L.
    GLOBAL AND PLANETARY CHANGE, 2019, 177 : 127 - 140