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红海沿海水域中总叶绿素与粒径分级叶绿素之间关系的调控因素

Factors Regulating the Relationship Between Total and Size-Fractionated Chlorophyll- in Coastal Waters of the Red Sea.

作者信息

Brewin Robert J W, Morán Xosé Anxelu G, Raitsos Dionysios E, Gittings John A, Calleja Maria Ll, Viegas Miguel, Ansari Mohd I, Al-Otaibi Najwa, Huete-Stauffer Tamara M, Hoteit Ibrahim

机构信息

College of Life and Environmental Sciences, University of Exeter, Cornwall, United Kingdom.

National Centre for Earth Observation, Plymouth Marine Laboratory, Plymouth, United Kingdom.

出版信息

Front Microbiol. 2019 Sep 9;10:1964. doi: 10.3389/fmicb.2019.01964. eCollection 2019.

Abstract

Phytoplankton biomass and size structure are recognized as key ecological indicators. With the aim to quantify the relationship between these two ecological indicators in tropical waters and understand controlling factors, we analyzed the total chlorophyll- concentration, a measure of phytoplankton biomass, and its partitioning into three size classes of phytoplankton, using a series of observations collected at coastal sites in the central Red Sea. Over a period of 4 years, measurements of flow cytometry, size-fractionated chlorophyll- concentration, and physical-chemical variables were collected near Thuwal in Saudi Arabia. We fitted a three-component model to the size-fractionated chlorophyll- data to quantify the relationship between total chlorophyll and that in three size classes of phytoplankton [pico- (<2 μm), nano- (2-20 μm) and micro-phytoplankton (>20 μm)]. The model has an advantage over other more empirical methods in that its parameters are interpretable, expressed as the maximum chlorophyll- concentration of small phytoplankton (pico- and combined pico-nanophytoplankton, and , respectively) and the fractional contribution of these two size classes to total chlorophyll- as it tends to zero ( and ). Residuals between the model and the data (model minus data) were compared with a range of other environmental variables available in the dataset. Residuals in pico- and combined pico-nanophytoplankton fractions of total chlorophyll- were significantly correlated with water temperature (positively) and picoeukaryote cell number (negatively). We conducted a running fit of the model with increasing temperature and found a negative relationship between temperature and parameters and and a positive relationship between temperature and parameters and . By harnessing the relative red fluorescence of the flow cytometric data, we show that picoeukaryotes, which are higher in cell number in winter (cold) than summer (warm), contain higher chlorophyll per cell than other picophytoplankton and are slightly larger in size, possibly explaining the temperature shift in model parameters, though further evidence is needed to substantiate this finding. Our results emphasize the importance of knowing the water temperature and taxonomic composition of phytoplankton within each size class when understanding their relative contribution to total chlorophyll. Furthermore, our results have implications for the development of algorithms for inferring size-fractionated chlorophyll from satellite data, and for how the partitioning of total chlorophyll into the three size classes may change in a future ocean.

摘要

浮游植物生物量和大小结构被认为是关键的生态指标。为了量化热带水域中这两个生态指标之间的关系并了解控制因素,我们利用在红海中部沿海站点收集的一系列观测数据,分析了作为浮游植物生物量度量的总叶绿素浓度,以及其在浮游植物三个大小类别的分配情况。在4年的时间里,在沙特阿拉伯图瓦尔附近收集了流式细胞术、大小分级叶绿素浓度和物理化学变量的测量数据。我们对大小分级叶绿素数据拟合了一个三组分模型,以量化总叶绿素与浮游植物三个大小类别(微微型(<2μm)、微型(2 - 20μm)和小型浮游植物(>20μm))中的叶绿素之间的关系。该模型比其他更经验性的方法具有优势,因为其参数是可解释的,分别表示为小型浮游植物(微微型和联合微微型 - 微型浮游植物)的最大叶绿素浓度(分别为 和 )以及这两个大小类别对总叶绿素的分数贡献(当它趋于零时,分别为 和 )。将模型与数据之间的残差(模型减去数据)与数据集中可用的一系列其他环境变量进行了比较。总叶绿素中微微型和联合微微型 - 微型浮游植物部分的残差与水温(正相关)和微微真核生物细胞数量(负相关)显著相关。我们对模型进行了随温度升高的连续拟合,发现温度与参数 和 之间呈负相关,与参数 和 之间呈正相关。通过利用流式细胞术数据的相对红色荧光,我们表明微微真核生物在冬季(寒冷)的细胞数量高于夏季(温暖),其每个细胞所含叶绿素比其他微微型浮游植物更高,且尺寸略大,这可能解释了模型参数的温度变化,不过还需要进一步的证据来证实这一发现。我们的结果强调了在理解浮游植物各大小类别对总叶绿素的相对贡献时,了解水温及分类组成的重要性。此外,我们的结果对于从卫星数据推断大小分级叶绿素的算法开发,以及未来海洋中总叶绿素在三个大小类别中的分配可能如何变化具有启示意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a843/6746215/e7f42655d179/fmicb-10-01964-g0001.jpg

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