Analysis of Long-Term Chlorophyll Trends in Utah Lake using Landsat Data and Lake Regions

K. Tanner, Anna Catherine Cardall, G. Williams
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引用次数: 1

Abstract

Understanding long-term trends in water quality is essential for effective and sustainable management of waterbodies. Using remotely-sensed data, we generated and analyzed a 40-year history of estimated chlorophyll-a (chl-a) concentrations on Utah Lake, which experiences intense algal blooms and is currently the subject of significant controversy over potential remediation strategies. To investigate the potential impacts of shoreline development and WWTP effluent streams on chl-a concentration, which is an indicator of algal biomass, we compared trends and average concentration estimates for different regions of the lake. For the majority of the lake, there is a very small, statistically significant decreasing trend in chl-a concentrations over the last 40 years, and regions receiving WWTP effluent show little difference from regions with undeveloped shoreline. One region (a shallow bay isolated from the rest of the lake) has both higher average concentrations and a significant positive trend over the 40 years, and appears to be influencing the areas of the lake connected to it. These results indicate that other factors besides nutrient inflows are likely driving algal blooms on Utah Lake, and further research is necessary to understand the lake processes and characteristics that influence these blooms.
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基于Landsat数据和湖区的犹他湖叶绿素长期变化趋势分析
了解水质的长期趋势对水体的有效和可持续管理至关重要。利用遥感数据,我们生成并分析了犹他湖40年的叶绿素-a (chl-a)浓度估算历史,该湖经历了强烈的藻华,目前在潜在的修复策略方面存在重大争议。为了研究岸线开发和污水处理厂污水流对chl-a浓度(藻类生物量指标)的潜在影响,我们比较了湖泊不同区域的趋势和平均浓度估计值。在过去的40年里,大部分湖泊的chl-a浓度有一个非常小的、统计上显著的下降趋势,并且接收污水处理厂排放的区域与未开发海岸线的区域差异不大。其中一个区域(与湖泊其他部分隔离的一个浅水湾)的平均浓度较高,40年来呈显著的正趋势,似乎正在影响与其相连的湖泊区域。这些结果表明,除了营养物流入外,其他因素可能是犹他湖藻华的驱动因素,需要进一步的研究来了解影响这些藻华的湖泊过程和特征。
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