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基于 MODIS 的太湖蓝藻水华长期动态监测:营养盐增加与气象因子的响应。

Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors.

机构信息

Taihu Laboratory for Lake Ecosystem Research, State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China.

State key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration (SOA), People's Republic of China, Hangzhou 310012, China.

出版信息

Sci Rep. 2017 Jan 11;7:40326. doi: 10.1038/srep40326.

Abstract

We developed and validated an empirical model for estimating chlorophyll a concentrations (Chla) in Lake Taihu to generate a long-term Chla and algal bloom area time series from MODIS-Aqua observations for 2003 to 2013. Then, based on the long-term time series data, we quantified the responses of cyanobacterial dynamics to nutrient enrichment and climatic conditions. Chla showed substantial spatial and temporal variability. In addition, the annual mean cyanobacterial surface bloom area exhibited an increasing trend across the entire lake from 2003 to 2013, with the exception of 2006 and 2007. High air temperature and phosphorus levels in the spring can prompt cyanobacterial growth, and low wind speeds and low atmospheric pressure levels favor cyanobacterial surface bloom formation. The sensitivity of cyanobacterial dynamics to climatic conditions was found to vary by region. Our results indicate that temperature is the most important factor controlling Chla inter-annual variability followed by phosphorus and that air pressure is the most important factor controlling cyanobacterial surface bloom formation followed by wind speeds in Lake Taihu.

摘要

我们开发并验证了一个用于估算太湖叶绿素 a 浓度 (Chla) 的经验模型,以便从 2003 年到 2013 年的 MODIS-Aqua 观测中生成长期的 Chla 和藻类水华面积时间序列。然后,基于长期时间序列数据,我们量化了蓝藻动态对富营养化和气候条件的响应。Chla 表现出显著的时空变异性。此外,2003 年至 2013 年期间,整个湖泊的年度平均蓝藻水面水华面积呈上升趋势,除 2006 年和 2007 年外。春季高气温和高磷水平会促使蓝藻生长,而低风速和低气压水平有利于蓝藻水面水华的形成。发现蓝藻动态对气候条件的敏感性因地区而异。我们的结果表明,温度是控制 Chla 年际变化的最重要因素,其次是磷,气压是控制太湖蓝藻水面水华形成的最重要因素,其次是风速。

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