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Global divergent trends of algal blooms detected by satellite during 1982–2018

环境科学 气候变化 水华 自然地理学 趋势分析 人口 气候学 地理 海洋学 生态学 营养物 生物 地质学 浮游植物 人口学 机器学习 计算机科学 社会学
作者
Chong Fang,Kaishan Song,Hans W. Paerl,Pierre-André Jacinthe,Zhidan Wen,Ge Liu,Hui Tao,Xiaofeng Xu,Tiit Kutser,Zongming Wang,Hongtao Duan,Kun Shi,Yingxin Shang,Lili Lyu,Sijia Li,Qian Yang,Dongmei Lyu,Dehua Mao,Baohua Zhang,Shuai Cheng,Yunfeng Lyu
出处
期刊:Global Change Biology [Wiley]
卷期号:28 (7): 2327-2340 被引量:52
标识
DOI:10.1111/gcb.16077
摘要

Algal blooms (ABs) in inland lakes have caused adverse ecological effects, and health impairment of animals and humans. We used archived Landsat images to examine ABs in lakes (>1 km2 ) around the globe over a 37-year time span (1982-2018). Out of the 176032 lakes with area >1 km2 detected globally, 863 were impacted by ABs, 708 had sufficiently long records to define a trend, and 66% exhibited increasing trends in frequency ratio (FRQR, ratio of the number of ABs events observed in a year in a given lake to the number of available Landsat images for that lake) or area ratio (AR, ratio of annual maximum area covered by ABs observed in a lake to the surface area of that lake), while 34% showed a decreasing trend. Across North America, an intensification of ABs severity was observed for FRQR (p < .01) and AR (p < .01) before 1999, followed by a decrease in ABs FRQR (p < .01) and AR (p < .05) after the 2000s. The strongest intensification of ABs was observed in Asia, followed by South America, Africa, and Europe. No clear trend was detected for the Oceania. Across climatic zones, the contributions of anthropogenic factors to ABs intensification (16.5% for fertilizer, 19.4% for gross domestic product, and 18.7% for population) were slightly stronger than climatic drivers (10.1% for temperature, 11.7% for wind speed, 16.8% for pressure, and for 11.6% for rainfall). Collectively, these divergent trends indicate that consideration of anthropogenic factors as well as climate change should be at the forefront of management policies aimed at reducing the severity and frequency of ABs in inland waters.
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