Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China.
School of Environment and Planning, Liaocheng University, Liaocheng 252000, China.
Environ Sci Technol. 2021 Mar 2;55(5):2929-2938. doi: 10.1021/acs.est.0c06480. Epub 2021 Feb 17.
The proliferation of algal blooms (ABs) in lakes and reservoirs (L&Rs) poses a threat to water quality and the ecological health of aquatic communities. With global climate change, there is a concern that the frequency and geographical expansion of ABs in L&Rs could increase. China has experienced rapid economic growth and major land-use changes over the last several decades and therefore provides an excellent context for such an analysis. About 289,600 Landsat images were used to examine the spatiotemporal distribution of ABs in L&Rs (>1 km) across China (1983-2017). Results showed significant changes in the temporal slope of the sum of normalized area (0.26), frequency (2.28), duration (6.14), and early outbreak (-3.48) of AB events in L&Rs across China. Specifically, AB-impacted water bodies expanded longitudinally, and the time range of AB observation has expanded starting in the 2000s. Spearman correlation and random forest regression analyses further indicated that, among climatic factors, wind speed and temperature contributed the most to AB expansion. Overall, anthropogenic forces have overridden the imprints of climatic factors on the temporal evolution of ABs in China's L&Rs and therefore could inform policy decisions for the management of these resources.
藻类大量繁殖(ABs)在湖泊和水库(L&Rs)中对水质和水生生物群落的生态健康构成威胁。随着全球气候变化,人们担心 L&Rs 中 AB 的频率和地理扩张可能会增加。中国在过去几十年经历了快速的经济增长和重大土地利用变化,因此为这种分析提供了极好的背景。使用约 289,600 张 Landsat 图像来检查中国(1983-2017 年)L&Rs 中 AB 的时空分布。结果表明,L&Rs 中 AB 事件的总和的时间斜率发生了显著变化(归一化面积为 0.26,频率为 2.28,持续时间为 6.14,早期爆发为-3.48)。具体来说,受 AB 影响的水体在纵向扩展,并且 AB 观测的时间范围从 21 世纪初开始扩大。Spearman 相关和随机森林回归分析进一步表明,在气候因素中,风速和温度对 AB 扩展的贡献最大。总体而言,人为力量已经超越了气候因素对中国 L&Rs 中 AB 时间演变的影响,因此可以为这些资源的管理提供决策依据。