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Coexistence mechanisms and the paradox of the plankton: Quantifying selection from noisy data

机译:浮游生物的共存机制和悖论:量化嘈杂数据中的选择

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Many species of phytoplankton typically co-occur within a single lake, as do many zooplankton species (the "paradox of the plankton"). Long-term co-occurrence suggests stable coexistence. Coexistence requires that species be equally "fit" on average. Coexistence mechanisms can equalize species' long-term average fitnesses by reducing fitness differences to low levels at all times, and by causing species' relative fitness to fluctuate over time, thereby reducing differences in time-averaged fitness. We use recently developed time series analysis techniques drawn from, population genetics to estimate the strength of net selection (timeaveraged selection over a year) and fluctuating selection (an index of the variation in selection throughout the year) in natural plankton communities. Analysis of 99 annual time series of zooplankton species dynamics and 49 algal time series reveals that within-year net selection generally is statistically significant but ecologically weak, Rates of net selection are ~1.0 times faster in laboratory competition experiments than in nature, indicating that natural coexistence mechanisms are strong. Most species experience significant fluctuating selection, indicating that fluctuation-dependent mechanisms may contribute to coexistence. Within-year net selection increases with enrichment, implying that among-year coexistence mechanisms such as trade-offs between competitive ability and resting egg production are especially important at high enrichment. Fluctuating selection also increases with enrichment but is independent of the temporal variance of key abiotic factors, suggesting that fluctuating selection does not emerge solely from variation in abiotic conditions, as hypothesized, by Hutchinson. Nor does fluctuating selection vary among lake-years because more variable abiotic conditions comprise stronger perturbations to which species exhibit frequencydependent responses, since models of this mechanism fail to reproduce observed patterns of fluctuating selection. Instead, fluctuating selection may arise from internally generated fluctuations in relative fitness, as predicted by models of fluctuation-dependent coexistence mechanisms. Our results place novel constraints on hypotheses proposed to explain the paradox of the plankton.
机译:浮游植物的许多物种通常与单个浮游动物物种(“浮游生物悖论”)一样在一个湖泊中共生。长期共存表明存在稳定的共存。共存要求物种平均具有同等的“适应度”。共存机制可以通过始终将适应度差异降低到较低水平,并通过使物种的相对适应度随时间波动,从而减少时间平均适应度的差异来平衡物种的长期平均适应度。我们使用从人口遗传学中获得的最新开发的时间序列分析技术来估计自然浮游生物群落中净选择(一年中的平均选择)和波动选择(一年中选择变化的指数)的强度。对99个年度浮游动物物种动态时序和49个藻类时间序列的分析表明,年内网选择总体上具有统计意义,但在生态上较弱。实验室竞争实验中网选择的速率比自然快约1.0倍,表明自然共存机制很强。大多数物种会经历明显的波动选择,这表明依赖波动的机制可能有助于共存。年内净选择随着富集而增加,这意味着年间共存机制,例如竞争能力与静止蛋产量之间的权衡,对于高富集尤为重要。波动选择也随着富集而增加,但与关键非生物因素的时间变化无关​​,这表明波动选择并非如哈钦森所假设的那样,仅来自非生物条件的变化。波动选择在湖年之间也没有变化,因为更多的非生物条件包括对物种表现出频率依赖性响应的更强的扰动,因为这种机制的模型无法再现观察到的波动选择的模式。取而代之的是,波动选择可能是由内部产生的相对适应性波动引起的,如波动依赖性共存机制模型所预测的那样。我们的结果对提出的解释浮游生物悖论的假设提出了新的约束。

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