Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; Guangdong Open Laboratory of Geospatial Information Technology and Application, Guangdong Engineering Technology Center for Remote Sensing Big Data Application, Guangdong Key Laboratory of Remote Sensing and GIS Technology Application, Guangzhou Institute of Geography, Guangzhou 510070, China; University of Chinese Academy of Sciences, Beijing 100049, China.
Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100049, China.
Sci Total Environ. 2018 Mar 15;618:1125-1138. doi: 10.1016/j.scitotenv.2017.09.196. Epub 2017 Nov 6.
The movement and migration of total suspended solid (TSS) are the essential component of global material cycling and change. Based on the TSS concentrations retrieved from 112 scenes of Landsat remote sensing imageries during 1987-2015, the spatial and temporal variations of TSS concentration in high flow season and low flow seasons of six sub-regions (west shoal, west channel, middle shoal, east channel, east shoal and Pearl River Estuary Chinese White Dolphin National Nature Reserve and its adjacent waters (NNR)) of Pearl River Estuary (PRE) were analyzed and compared by statistical simulation. It was found that TSS concentrations in east and west shoals were about 23mg/L and 64mg/L higher than that of the middle shoal, respectively. There was a significant decreasing trend of TSS concentration from the northwest (223.7mg/L) to southeast (51.4mg/L) of study area, with an average reduction of 5.86mg/Lperkm, which mainly attributes to unique interaction of runoff and tide in PRE. In high flow season, there existed a significant and definite annual cycle period (5-8years) of TSS concentration change primarily responding to the periodic variation of precipitation. There were five full-fledged period changes of TSS detected in west shoal and west channel (the years of changes in 1988, 1994, 1998, 2003, 2010, 2015), while there were the last four cycle periods found in middle shoal, east channel, east shoal and NNR only. TSS concentrations in shoals and channels of PRE showed a significant decreased trend mainly due to the dam construction at the same time, with an average annual TSS concentration decrease of 5.7-10.1mg/L in high flow season from 1988 to 2015. There was no significant change trend of TSS concentration in NNR before 2003, but the TSS concentration decreased significantly after the establishment of the NNR since June 2003, with an average annual decrease of 9.7mg/L from 2004 to 2015. It was deduced that man-made protection measures had a great influence on the variation trend and intensity of TSS concentration in PRE, but had little effect on the cycle of TSS changes, indicating that the cyclical change is a very strong natural law. In low flow season, there was no significant change trend of TSS concentrations in PRE except that TSS concentrations in west channel and middle shoal showed a weak increasing trend (2.1mg/L and 2.9mg/L, respectively), which is probably because of controlled discharge for avoiding the intrusion of saltwater in PRE. Evidently, the change trend and cycle periods of TSS concentration in high- and low-flow seasons in six sub-regions of PRE had significant difference. The decreasing trend and cycle periods of TSS concentration mainly occurred in high flow season. The change trend and cycle periods of TSS concentration in low flow season was relatively small in PRE. The study shows that long series mapping of Landsat remote sensing images is an effective way to help understanding the spatial and temporal variation of TSS concentrations of estuaries and coasts, and to increase awareness of environmental change and human activity effects.
总悬浮固体(TSS)的运移和迁移是全球物质循环和变化的重要组成部分。基于 1987 年至 2015 年期间 112 景陆地卫星遥感图像中提取的 TSS 浓度,通过统计模拟分析比较了珠江口(PRE)6 个分区域(西滩、西航道、中滩、东航道、东滩和珠江口中华白海豚国家级自然保护区及其毗邻水域(NNR))高流量季节和低流量季节 TSS 浓度的时空变化。结果表明,东滩和西滩的 TSS 浓度分别比中滩高约 23mg/L 和 64mg/L。研究区西北(223.7mg/L)到东南(51.4mg/L)TSS 浓度呈显著下降趋势,平均每公里减少 5.86mg/L,主要归因于 PRE 独特的径流与潮流相互作用。在高流量季节,TSS 浓度存在一个显著而明确的年周期变化(5-8 年),主要响应降水的周期性变化。在西滩和西航道发现了 5 次完整的 TSS 周期变化(变化年份分别为 1988 年、1994 年、1998 年、2003 年、2010 年、2015 年),而在中滩、东航道、东滩和 NNR 只发现了后四个周期。PRE 滩涂和航道的 TSS 浓度呈显著下降趋势,主要是由于同期大坝建设所致,1988 年至 2015 年高流量季节 TSS 浓度平均每年减少 5.7-10.1mg/L。2003 年之前,NNR 的 TSS 浓度没有明显的变化趋势,但自 2003 年 6 月 NNR 成立以来,TSS 浓度显著下降,2004 年至 2015 年期间,TSS 浓度平均每年下降 9.7mg/L。由此推断,人为保护措施对 PRE 中 TSS 浓度的变化趋势和强度有很大影响,但对 TSS 变化的周期影响不大,表明周期性变化是一种非常强烈的自然规律。在低流量季节,除西航道和中滩的 TSS 浓度表现出微弱的上升趋势(分别为 2.1mg/L 和 2.9mg/L)外,PRE 中 TSS 浓度没有明显的变化趋势,这可能是由于为避免盐水入侵 PRE 而进行了受控排放。显然,PRE 六个分区域高、低流量季节 TSS 浓度的变化趋势和周期存在显著差异。TSS 浓度的下降趋势和周期主要发生在高流量季节。低流量季节 PRE 中 TSS 浓度的变化趋势和周期相对较小。研究表明,陆地卫星遥感图像的长序列制图是帮助了解河口和海岸 TSS 浓度时空变化的有效方法,并提高对环境变化和人类活动影响的认识。