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Understanding interannual decadal level variability in paralytic shellfish poisoning toxicity in the Gulf of Maine: the HAB Index

机译:了解缅因湾麻痹性贝类中毒毒性的年际年代际变化:HAB指数

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摘要

A major goal in harmful algal bloom (HAB) research has been to identify mechanisms underlying interannual variability in bloom magnitude and impact. Here the focus is on variability in Alexandrium fundyense blooms and paralytic shellfish poisoning (PSP) toxicity in Maine, USA, over 34 years (1978 – 2011). The Maine coastline was divided into two regions -eastern and western Maine, and within those two regions, three measures of PSP toxicity (the percent of stations showing detectable toxicity over the year, the cumulative amount of toxicity per station measured in all shellfish (mussel) samples during that year, and the duration of measurable toxicity) were examined for each year in the time series. These metrics were combined into a simple HAB Index that provides a single measure of annual toxin severity across each region. The three toxin metrics, as well as the HAB Index that integrates them, reveal significant variability in overall toxicity between individual years as well as long-term, decadal patterns or regimes. Based on different conceptual models of the system, we considered three trend formulations to characterize the long-term patterns in the Index – a three-phase (mean-shift) model, a linear two-phase model, and a pulse-decline model. The first represents a “regime shift” or multiple equilibria formulation as might occur with alternating periods of sustained high and low cyst abundance or favorable and unfavorable growth conditions, the second depicts a scenario of more gradual transitions in cyst abundance or growth conditions of vegetative cells, and the third characterizes a ”sawtooth” pattern in which upward shifts in toxicity are associated with major cyst recruitment events, followed by a gradual but continuous decline until the next pulse. The fitted models were compared using both residual sum of squares and Akaike's Information Criterion. There were some differences between model fits, but none consistently gave a better fit than the others. This statistical underpinning can guide efforts to identify physical and/or biological mechanisms underlying the patterns revealed by the HAB Index. Although A. fundyense cyst survey data (limited to 9 years) do not span the entire interval of the shellfish toxicity records, this analysis leads us to hypothesize that major changes in the abundance of A. fundyense cysts may be a primary factor contributing to the decadal trends in shellfish toxicity in this region. The HAB Index approach taken here is simple but represents a novel and potentially useful tool for resource managers in many areas of the world subject to toxic HABs.
机译:有害藻华(HAB)研究的一个主要目标是确定藻华数量和影响的年际变化的潜在机制。在这里,重点是历时34年(1978年– 2011年)的美国缅因州亚历山大港花蕾水华变化和麻痹性贝类中毒(PSP)毒性。缅因州的海岸线分为缅因州东部和西部两个区域,在这两个区域内,对PSP毒性进行了三种测量(显示一年中可检测到毒性的站点百分比,所有贝类(贻贝)中每个站点的累积毒性量)在该时间序列中每年检查该年的样品以及可测量的毒性持续时间。这些指标被合并为一个简单的HAB指数,该指数提供了每个地区每年毒素严重程度的单一度量。这三个毒素指标以及将它们综合在一起的HAB指数揭示了各个年份之间以及长期,十年的模式或制度之间总体毒性的显着差异。基于系统的不同概念模型,我们考虑了三种趋势公式来表征指数中的长期模式-三相(均值漂移)模型,线性两相模型和脉冲下降模型。第一个代表“政权转移”或多重均衡的表述,可能随着持续的高和低囊肿丰度或有利和不利的生长条件的交替时期而发生,第二个描述了囊肿丰度或营养细胞的生长条件逐渐过渡的情况,第三个特征是“锯齿状”模式,其中毒性的上移与主要的囊肿募集事件有关,随后逐渐但持续下降直至下一个脉搏。使用残差平方和和Akaike的Information Criterion比较了拟合的模型。模型拟合之间存在一些差异,但没有一个总是比其他拟合更好。这种统计基础可以指导努力确定HAB指数揭示的模式背后的物理和/或生物学机制。尽管沙门氏菌囊肿调查数据(限于9年)并未涵盖贝类毒性记录的整个时间间隔,但该分析使我们推测,沙门氏菌囊肿丰度的重大变化可能是导致沙门氏菌囊肿发生的主要因素。该地区贝类毒性的年代际变化趋势。这里采用的HAB指数方法很简单,但对于世界上许多有毒HAB的地区的资源管理者而言,它代表了一种新颖且可能有用的工具。

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