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Retrieval of chlorophyll a and suspended solid concentrations by hyperspectral remote sensing in Taihu Lake,China

机译:太湖高光谱遥感反演叶绿素a和悬浮物

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摘要

Chlorophyll a (chl-a) and suspended solid concentrations are two frequently used water quality parameters for monitoring a lake. Traditional measurement of chl-a and suspended solids, requiring laborious laboratory work, which is often expensive and time consuming. Hyperspectral remote-sensing measurement provides a fast and easy tool for estimating water trophic status. In situ hyperspectral data on March 7-8, July 6-7, September 20 and December 7-8, 2004 and the corresponding water chemical data were used to regress the algorithm of water quality parameters. Results showed that the peak of water leaving radiance around 700 nm (R700) varied proportionally with chl-a concentration,and moved to infrared when algal bloom occurred. The reflectance ratio of R702/R685 was well correlated with chl-a when water surface in no algal bloom case and the correlation coefficient was better if absorption of phycocyanin was considered. The reflectance ratio R620/R531 was highly correlated to the concentration of suspended solids. The relationship between suspended solids and other band groups were also compared. Secchi disk depth could be calculated by non-linear correlation with suspended solids concentration.
机译:叶绿素a(chl-a)和悬浮固体浓度是监测湖泊的两个常用水质参数。传统的chl-a和悬浮固体测量需要费力的实验室工作,这通常很昂贵且耗时。高光谱遥感测量提供了一种快速简便的工具来估算水的营养状况。利用2004年3月7-8日,7月6-7日,9月20日和12月7-8日的原位高光谱数据和相应的水化学数据对水质参数算法进行回归。结果表明,在700 nm(R700)附近离开辐射的水的峰值与chl-a浓度成比例变化,并在发生藻华时移向红外。在没有藻华的情况下,水面时R702 / R685的反射率与chl-a很好相关,如果考虑吸收藻蓝蛋白,则相关系数更好。反射率R620 / R531与悬浮固体的浓度高度相关。还比较了悬浮固体和其他谱带组之间的关系。通过与悬浮物浓度的非线性相关性可以计算出Secchi盘深度。

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