Investigating the Drivers of Total Suspended Sediment Regime in the Senegal River Basin Using Landsat 8 Satellite Images

C. Faye, M. Grippa, L. Kergoat, Elodie Robert
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引用次数: 4

Abstract

Abstract Because total suspended sediments (TSS) influence the penetration of light into the water column and are likely to carry pollutants and nutrients, their study is essential for understanding the functioning of African river ecosystems. If the estimation of solid transport is important in the context of hydro-agricultural developments, its quantification often poses a problem. In addition, in situ data for these areas are rare and, as a result, the environmental factors responsible for the variability of TSS can hardly be understood. This work aims to evaluate the spatiotemporal variability of TSS in the surface waters of the Senegal River using satellite data over the 2014-2018 period. The spatio-temporal dynamics of TSS is reconstructed using a relationship established on several West African sites between in situ data from TSS and satellite reflectances from Landsat 8. These data allow analyzing the relationship between TSS and factors such as rainfall and discharge. We found that the TSS peaks in Bakel coincide with the arrival of the first rains and are followed by peaks in discharge with a lag of 2 months. A time lag between TSS and discharge peaks is also observed on its tributaries like the River Falémé. Concerning the spatial variability, TSS generally increase from the river upstream to the downstream and decrease in the Senegal delta after the Diama dam. The analysis of the TSS upstream and downstream of the Manantali dam, in the upstream area, confirms the relatively low sediment deposits in the dam lake.
利用Landsat 8卫星图像研究塞内加尔河流域总悬沙状态的驱动因素
由于总悬浮沉积物(TSS)影响光对水柱的渗透,并且可能携带污染物和营养物质,因此它们的研究对于理解非洲河流生态系统的功能至关重要。在水工农业发展的背景下,虽然固体输运的估计很重要,但其量化往往会带来问题。此外,这些地区的实地数据很少,因此很难理解造成TSS变异性的环境因素。本研究旨在利用2014-2018年期间的卫星数据评估塞内加尔河地表水TSS的时空变化。利用在几个西非站点建立的TSS原位数据与Landsat 8卫星反射率之间的关系,重建了TSS的时空动态。这些数据可以用来分析TSS与降雨和流量等因素之间的关系。我们发现Bakel的TSS峰值与初雨的到来一致,其次是流量峰值,滞后2个月。在其支流,如法尔萨梅斯河,也观察到TSS和排放峰值之间的时间滞后。从空间变异性上看,dama坝后,塞内加尔三角洲TSS总体上由上游向下游增加,呈下降趋势。对马南塔里大坝上下游的TSS分析,在上游地区,证实了坝湖沉积物相对较少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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