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Responses of phytoplankton community structure and association to variability in environmental drivers in a tropical coastal lagoon

机译:浮游植物群落结构与热带沿海泻湖环境司机变异性的回应

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摘要

Spatial and seasonal heterogeneity in phytoplankton communities are governed by many biotic and abiotic drivers. However, the identification of long-term spatial and temporal trends in abiotic drivers, and their interde-pendencies with the phytoplankton communities' structure is understudied in tropical brackish coastal lagoons. We examined phytoplankton communities' spatiotemporal dynamics from a 5-year dataset (n = 780) collected from 13 sampling stations in Chilika Lagoon, India, where the salinity gradient defined the spatial patterns in environmental variables. Generalized additive models showed a declining trend in phytoplankton biomass, pH, and dissolved PO_4 in the lagoon. Hierarchical modelling of species communities revealed that salinity (44.48 ± 28.19%), water temperature (4.37 ± 5.65%), and season (4.27 ± 0.96%) accounted for maximum variation in the phytoplankton composition. Bacillariophyta (Indicator Value (Ⅳ): 0.74) and Dinophyta (Ⅳ: 0.72) emerged as top indicators for polyhaline regime whereas, Cyanophyta (Ⅳ: 0.81), Euglenophyta (Ⅳ: 0.79), and Chloro-phyta (Ⅳ: 0.75) were strong indicators for oligohaline regime. The responses of Dinophyta and Chrysophyta to environmental drivers were much more complex as random effects accounted for -70-75% variation in their abundances. Prorocentrum minimum (Ⅳ: 0.52), Gonyaulox sp. (Ⅳ: 0.52), and Alexandrium sp. (Ⅳ: 0.51) were potential indicators of P-limitation. Diploneis weissflogii (Ⅳ: 0.43), a marine diatom, emerged as a potential indicator of N-limitation. Hierarchical modelling revealed the positive association between Cyanophyta, Chlorophyta, and Euglenophyta whereas, Dinophyta and Chrysophyta showed a negative association with Cyanophyta, Chlorophyta, and Euglenophyta. Landsat 8-Operational Land Imager satellite models predicted the highest and lowest Cyanophyta abundances in northern and southern sectors, respectively, which were in accordance with the near-coincident field-based measurements from the lagoon. This study highlighted the dynamics of phytoplank-ton communities and their relationships with environmental drivers by separating the signals of habitat filtering and biotic interactions in a monsoon-regulated tropical coastal lagoon.
机译:浮游植物社区的空间和季节性异质性受到许多生物和非生物司机的管辖。然而,在热带咸水沿海泻湖中,将识别非生物司机的长期空间和时间趋势,以及与浮游植物群落结构的植物跨境的结构。从印度奇利卡泻湖的13个采样站收集的5年数据集(N = 780)检查了从5年的数据集(n = 780)的浮游植物的时空动态,其中盐度梯度定义了环境变量中的空间模式。广义添加剂模型在泻湖中展示了浮游植物生物量,pH和溶解的PO_4趋势下降。物种社区的等级建模显示盐度(44.48±28.19%),水温(4.37±5.65%),季节(4.27±0.96%)占Phytoplankton组成的最大变化。 Bacillariophyta(指示值(ⅳ):0.74)和Dinophyta(ⅳ:0.72)作为多麦葡萄酒政权的顶部指标,而睾丸(ⅳ:0.81),Euglenophyta(ⅳ:0.79)和氯植物(ⅳ:0.75)寡核苷酸制度的强指标。 Dinophyta和Chrysophyta对环境司机的反应更复杂,随机效应占其丰富的差异为-70-75%。 prorocentrum最小(ⅳ:0.52),Gonyaulox sp。 (ⅳ:0.52)和亚历山大学SP。 (ⅳ:0.51)是p限制的潜在指标。 Diploneis Weissflogii(ⅳ:0.43),海洋硅藻,作为n限制的潜在指标。等级模型揭示了睾丸细胞,叶绿素和euglenophyta之间的阳性关联,而Dinophyta和Chrysophyta呈阴性关联与Cyanophyta,叶绿素和Euglenophyta。 Landsat 8-Operational Image Imager卫星模型分别预测了北部和南部部门的最高和最低的Cyanophyta丰富,这是根据泻湖的近巧级场的测量。本研究突出了浮游车 - 吨社区的动态及其与环境司机的关系,通过分离季风调节的热带沿海泻湖中的栖息地过滤和生物互动的信号。

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