Pattern of Turbidity Change in the Middle Reaches of the Yarlung Zangbo River, Southern Tibetan Plateau, from 2007 to 2017

被引:8
|
作者
Shen, Ming [1 ]
Wang, Siyuan [2 ]
Li, Yingkui [1 ]
Tang, Maofeng [3 ]
Ma, Yuanxu [4 ]
机构
[1] Univ Tennessee, Dept Geog, Knoxville, TN 37996 USA
[2] Chinese Acad Sci, State Key Lab Urban & Reg Ecol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
[3] Univ Tennessee, Dept Elect Engn & Comp Sci, Knoxville, TN 37996 USA
[4] Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
关键词
multispectral remote sensing; turbidity; Yarlung Zangbo River; S-curve model; spatial and temporal variations; WATER-QUALITY PARAMETERS; VEGETATION COVERAGE; LINEAR-REGRESSION; SEDIMENT YIELD; LAKE; PRECIPITATION; REFLECTANCE; BAY; VARIABILITY; IMAGERY;
D O I
10.3390/rs13020182
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Turbidity is an important indicator of riverine conditions, especially in a fragile environment such as the Tibetan Plateau. Remote sensing, with the advantages of large-scale observations, has been widely applied to monitor turbidity change in lakes and rivers; however, few studies have focused on turbidity change of rivers on the Tibetan Plateau. We investigated the pattern of turbidity change in the middle reaches of the Yarlung Zangbo River, southern Tibetan Plateau, based on multispectral satellite imagery and in situ measurements. We developed empirical models from in situ measured water leaving reflectance and turbidity, and applied the best performed s-curve models on satellite imagery from Sentinel-2, Landsat 8, and Landsat 5 to derive turbidity change in 2007-2017. Our results revealed an overall decreasing spatial trend from the upper to lower streams. Seasonal variations were observed with high turbidity from July to September and low turbidity from October to May. Annual turbidity showed a temporally slightly declining trend from 2007 to 2017. The pattern of turbidity change is affected by the confluence of tributaries and the changes in precipitation and vegetation along the river. These findings provide important insights into the responses of riverine turbidity to climate and environmental changes on the Tibetan Plateau.
引用
收藏
页码:1 / 25
页数:25
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