利用哨兵-2 号卫星图像评估达罗伊水库的水生生态系统质量

Saurabh Kumar Gupta, S. Kanga, S. Singh
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摘要

背景:Dharoi 水库位于印度古吉拉特邦,是支持农业、工业和当地社区的重要淡水资源。Chl-a 是水质的一个关键指标,它反映了水生系统的营养状态和生态平衡。研究目的本研究旨在全面了解 Dharoi 水库的水质动态,为环境管理和可持续水资源规划提供有价值的信息。研究方法本研究利用高分辨率 Sentinel-2 卫星图像分析了 2020 年 10 月期间水库中的 Chl-a 浓度。通过将 Sentinel-2 B5 波段和 B4 波段相除计算出的 Chl-a 指数揭示了 Chl-a 浓度的空间分布。结果显示Chl-a 指数范围为 73.78 至 100。平均 Chl-a 指数为 91.6,标准偏差为 3.27,表明 Chl-a 浓度升高且变化不定。结论研究结果有助于了解水库的生态健康状况,并有助于做出明智的水质管理决策。这项研究体现了遥感技术与环境管理的结合,促进了该地区的可持续水资源管理实践。政策建议:摘要中没有明确提出政策建议,但可以从结论中推断出政策建议。例如,一个可能的政策建议是监测和调节水库的营养输入源,如农业径流、污水和工业废水,以降低富营养化和藻类大量繁殖的风险。另一项可能的政策建议是实施适应性管理策略,考虑 Chl-a 浓度的季节和空间变化及其对水质和可用性的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of aquatic ecosystem quality in Dharoi Reservoir using Sentinel-2 satellite imagery
Background: Dharoi Reservoir, located in Gujarat, India, is a vital freshwater resource supporting agriculture, industry, and local communities. Chl-a, a key indicator of water quality, reflects the trophic state and ecological balance of aquatic systems. Objective(s): This study aims to provide comprehensive insights into the water quality dynamics of Dharoi Reservoir, offering valuable information for environmental management and sustainable water resource planning. Methods: This study employs high-resolution Sentinel-2 satellite imagery to analyze Chl-a concentrations in the reservoir during October 2020. The Chl-a index, calculated by dividing Sentinel-2 bands B5 and B4, reveals a spatial distribution of Chl-a concentrations. Results: The Chl-a index ranges from 73.78 to 100. The mean Chl-a index is 91.6 with a standard deviation of 3.27, indicating elevated and variable Chl-a concentrations. Conclusions: The findings contribute to the understanding of the reservoir’s ecological health and assist in making informed decisions for water quality management. This research exemplifies the integration of remote sensing technology and environmental stewardship, promoting sustainable water management practices in the region. Policy recommendations: No policy recommendations are explicitly stated in the abstract, but they could be inferred from the conclusions. For example, one possible policy recommendation is to monitor and regulate the sources of nutrient inputs into the reservoir, such as agricultural runoff, sewage, and industrial effluents, to reduce the risk of eutrophication and algal blooms. Another possible policy recommendation is to implement adaptive management strategies that consider the seasonal and spatial variability of Chl-a concentrations and their impacts on water quality and availability.
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