The response of chlorophyll a to nutrient and hydro-meteorological factors in Lake Taihu

IF 3 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Environmental Monitoring and Assessment Pub Date : 2025-03-01 DOI:10.1007/s10661-025-13775-3
Zhongtian Zhang, Hao Qin, Xinyi Wu, Qiang Xu, Xiaojing Wu, Lin Zhu, Jinge Zhu
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Abstract

Chlorophyll a (Chla) concentration is a key indicator of the biomass of phytoplankton such as algae in freshwater ecosystems. Understanding its response to nutrient and hydro-meteorological factors is vital for managing eutrophication in Lake Taihu, one of China’s largest freshwater lakes. This study investigates Chla dynamics in relation to nutrient levels (nitrogen, phosphorus, etc.), hydro-meteorological parameters (temperature, wind, precipitation, etc.), and previous season factors (the values of the factors mentioned above in the previous season) in Lake Taihu. By using various statistical analyzing methods (such as partial least squares regression) and introducing two new indices (similarity and influence), this research witnessed an upward trend in Chla concentration over the past three decades. And the similarity index between predicted and observed results is 0.8425, if all factors are considered, while the similarity index decreases by 6.94% and 33.27% when considering only current or previous factors, respectively. This demonstrates that antecedent seasonal parameters exert some influence on the developmental trend of Chla concentrations in Lake Taihu. When temporal seasonality is abstracted from consideration, air temperature emerges as the predominant forcing factor governing Chla dynamics. Seasonal correlations indicate that, in spring and summer, to control eutrophication and algae bloom in Lake Taihu, a comprehensive approach considering multiple factors is necessary, but the most important action should be controlling biomass of phytoplankton, while in autumn, reducing phosphorus input is crucial. This study provides not only quantitative analyses of the seasonal trends in Chla concentration but also detailed and actionable insights for sustainable freshwater ecosystem management in Lake Taihu.

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太湖叶绿素a对养分和水文气象因子的响应
叶绿素a (Chla)浓度是反映淡水生态系统中藻类等浮游植物生物量的重要指标。了解其对营养和水文气象因子的响应对于管理中国最大的淡水湖之一太湖的富营养化至关重要。本研究考察了太湖Chla与养分水平(氮、磷等)、水文气象参数(温度、风、降水等)和前季因子(上述因子在前季中的值)之间的动态关系。本研究采用偏最小二乘回归等多种统计分析方法,并引入相似性和影响力两个新指标,发现近30年来Chla浓度呈上升趋势。考虑所有因素时,预测结果与观测结果的相似度指数为0.8425,而仅考虑当前因素和过去因素时,相似度指数分别下降6.94%和33.27%。说明前期季节参数对太湖Chla浓度的变化趋势有一定的影响。当时间季节性从考虑中抽象出来时,气温成为控制Chla动力学的主要强迫因子。季节相关性表明,春季和夏季控制太湖富营养化和藻华需要综合考虑多种因素,但最重要的是控制浮游植物生物量,秋季减少磷输入至关重要。本研究不仅为太湖Chla浓度的季节变化趋势提供了定量分析,而且为太湖淡水生态系统的可持续管理提供了详细和可操作的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environmental Monitoring and Assessment
Environmental Monitoring and Assessment 环境科学-环境科学
CiteScore
4.70
自引率
6.70%
发文量
1000
审稿时长
7.3 months
期刊介绍: Environmental Monitoring and Assessment emphasizes technical developments and data arising from environmental monitoring and assessment, the use of scientific principles in the design of monitoring systems at the local, regional and global scales, and the use of monitoring data in assessing the consequences of natural resource management actions and pollution risks to man and the environment.
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