评估基于 SENTINEL-2 产品的巴马科尼日尔河水污染物估算算法

IF 2.5 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Nana Coulibaly, Souleymane Sanogo, Abdramane Ba
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引用次数: 0

摘要

在时空尺度上监测地表水质量至关重要。利用卫星观测数据对一些算法进行了校准和验证,以评估全球许多地方地表水中的污染物。本研究评估了哨兵-2 数据估算巴马科尼日尔河水体中叶绿素-a、有机物和总悬浮物时空分布的潜力。在包含所考虑污染物光谱特征的哨兵-2 波段中,从文献中选择了三个光谱指数(基于特征波段反射率的比率)。然后利用多元分析建立了这些指数与现场测量浓度之间的算法。由此确定了最佳指数,并将其用于评估巴马科及其周边地区尼日尔河水污染物的时空分布。研究结果表明,尼日尔河中的水污染物存在季节性变化。这凸显了哨兵-2 产品在水质分析方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of SENTINEL-2 products-based algorithms in estimating water pollutants of the River Niger in Bamako
Monitoring surface water quality on a spatio-temporal scale is of paramount importance. Several algorithms have been calibrated and validated using satellite observations to assess pollutants in surface waters in many localities worldwide. This study assessed the potential of sentinel-2 data to estimate the spatiotemporal distribution of chlorophyll-a, organic matter, and total suspended matter in the water of the Niger River in Bamako. Among the Sentinel-2 bands containing the spectral signatures of the considered pollutants, three spectral indices (based on the ratio of the characteristic band reflectance) were selected from the literature. Multivariate analysis was then used to set_up Algorithms between these indices and the in-situ measured concentrations. The most optimal index was thus identified and applied to assess the spatio-temporal distribution of water pollutants in the Niger River in Bamako and its surroundings. The results of this study showed seasonal variability in the water pollutants in the Niger River. This highlights the potential of Sentinel-2 products for water quality analysis.
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来源期刊
Environmental Research Communications
Environmental Research Communications ENVIRONMENTAL SCIENCES-
CiteScore
3.50
自引率
0.00%
发文量
136
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