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利用 MODIS 卫星观测太湖浮游植物生物量和生理特性的长期变化。

Long-term variation of phytoplankton biomass and physiology in Taihu lake as observed via MODIS satellite.

机构信息

Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing Normal University, Nanjing, 210023, China; Key Laboratory of Virtual Geographic Environment (Nanjing Normal University), Ministry of Education, Nanjing, 210023, China; School of Geography Science, Nanjing Normal University, Nanjing, 210023, China.

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

出版信息

Water Res. 2019 Apr 15;153:187-199. doi: 10.1016/j.watres.2019.01.017. Epub 2019 Jan 25.

Abstract

Estimation of phytoplankton biomass (noted as phytoplankton carbon, C) and evaluation of phytoplankton physiology is central to the estimation of primary productivity and the carbon cycle. This issue has been widely considered in oceans but not in inland water. Here, we develop experiential and semi-analytical models, which validated by independent in situ measurement data, respectively, to derive C and phytoplankton absorption coefficient at 675 nm (a(675)) from MODIS. The effects of nutrients and temperature on the seasonal variation of phytoplankton physiology were assessed through a novel proxy of C to a(675) ratio (C/a(675)) over the Lake Taihu, the third largest lake in China. Significant seasonal climatological cycles of C, a(675) and C/a(675) were observed in Lake Taihu, especially in Meiliang Bay and Zhushan Bay, where algal blooms occur frequently. The highest C and a(675) values were observed in summer due to the growth of phytoplankton biomass and chlorophyll-a concentration. Lower values were observed in winter and spring, which are characterized by relatively high total nitrogen levels and low irradiance, owing to the low temperature astricts the algae growth. However, the C/a(675) shows an opposite trend compared to C and a(675), which have high values in winter and low values in summer. The analysis of C, a(675) and C/a(675) with total phosphorus (TP) levels and temperature indicates that TP are the main positive driver of the increase in C and a(675) and negatively regulate C/a(675). Warming promotes an increase in C and a(675) and restricts C/a(675) in summer. Biomass and nutrient levels are the primary drivers of the decrease of C/a(675) in such a typical eutrophic lake. The results present some new findings compared to previous oceanic studies and expand our knowledge in the study of phytoplankton biomass and physiology in eutrophic lakes.

摘要

浮游植物生物量(记为浮游植物碳,C)的估算和浮游植物生理学的评估是估算初级生产力和碳循环的核心。这个问题在海洋中得到了广泛的关注,但在内陆水中却没有得到关注。在这里,我们分别开发了经验和半分析模型,并通过独立的现场测量数据进行了验证,以便从 MODIS 中得出 C 和 675nm 处浮游植物吸收系数(a(675))。通过一种新的 C 与 a(675) 的比值(C/a(675))的代理来评估营养物质和温度对浮游植物生理学季节性变化的影响,该比值在中国第三大湖太湖上进行了评估。在太湖中观察到了 C、a(675) 和 C/a(675) 的显著季节性气候循环,特别是在梅梁湾和竺山湾,那里经常发生藻类大量繁殖。由于浮游植物生物量和叶绿素-a 浓度的增长,夏季的 C 和 a(675) 值最高。冬季和春季的数值较低,这是由于温度较低限制了藻类生长,导致总氮水平相对较高和光照较低。然而,C/a(675) 的趋势与 C 和 a(675) 相反,冬季的 C/a(675) 值较高,夏季的 C/a(675) 值较低。对 C、a(675) 和 C/a(675) 与总磷(TP)水平和温度的分析表明,TP 是 C 和 a(675) 增加的主要正驱动因素,并且负调节 C/a(675)。夏季的变暖促进了 C 和 a(675) 的增加,并限制了 C/a(675)。在这样一个典型的富营养化湖中,生物量和营养水平是 C/a(675) 降低的主要驱动因素。与以前的海洋研究相比,这些结果提供了一些新的发现,并扩展了我们对富营养化湖泊中浮游植物生物量和生理学的研究知识。

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