Pacific Biological Station, Fisheries and Oceans Canada, Nanaimo, B.C., Canada.
Institute of Ocean Sciences, Fisheries and Oceans Canada, Sidney, B.C., Canada.
PLoS One. 2021 Jan 25;16(1):e0245941. doi: 10.1371/journal.pone.0245941. eCollection 2021.
The Strait of Georgia, Canada, has complex interactions among natural and human pressures that confound understanding of changes in this system. We report on the interannual variability in biomass of 12 zooplankton taxonomic groups in the deep (bottom depths greater than 50 m) central and northern Strait of Georgia from 1996 to 2018, and their relationships with 10 physical variables. Total zooplankton biomass was dominated (76%) by large-sized crustaceans (euphausiids, large and medium size calanoid copepods, amphipods). The annual anomaly of total zooplankton biomass was highest in the late 1990s, lowest in the mid-2000s, and generally above its climatological (1996-2010) average after 2011, although many individual groups had different patterns. Two latent trends (derived from dynamic factor analyses) described the variability of annual biomass anomalies underlying all zooplankton groups: a U-shaped trend with its minimum in the mid-2000s, and a declining trend from 2001 to 2011. Two latent trends also described the physical variables. The variability represented by these four latent trends clustered into two periods: 1996-2006, with generally declining zooplankton biomass and increasing salinities, and 2007-2018, with increasing zooplankton biomass and decreasing salinities. ARIMA modelling showed sea surface salinity at Entrance Island in the middle Strait of Georgia, the Pacific Decadal Oscillation, and the peak date of the spring phytoplankton bloom were significantly related to the two latent zooplankton trends. ARIMA models comparing zooplankton and physical variables with the marine survivals of four salmon populations which enter the Strait as juveniles (Chinook: Cowichan River, Puntledge River, Harrison River; Coho: Big Qualicum River) all included zooplankton groups consistent with known salmon prey; prominent among the physical variables were sea surface salinity and variables representing the flow from the Fraser River. These regressions explained (adjR2) 38 to 85% of the annual variability in marine survival rates of these salmon populations over the study time period. Although sea temperature was important in some relationships between zooplankton biomass and salmon marine survival, salinity was a more frequent and more important variable, consistent with its influence on the hydrodynamics of the Strait of Georgia system.
加拿大乔治亚海峡存在着复杂的自然和人为压力相互作用,使得人们难以理解该系统的变化。我们报告了 1996 年至 2018 年期间,在乔治亚海峡中部和北部深海(底部水深大于 50 米)中 12 种浮游动物分类群的生物量的年际变化及其与 10 种物理变量的关系。浮游动物总生物量主要由大型甲壳类动物(磷虾、大型和中型桡足类、十足目动物)组成(占 76%)。浮游动物总生物量的年际异常值在 20 世纪 90 年代末最高,在 21 世纪 00 年代中期最低,并且自 2011 年以来,尽管许多个别群体的模式不同,但总体上高于其气候平均值(1996-2010 年)。两个潜在趋势(源自动态因子分析)描述了所有浮游动物组的年度生物量异常的变化:一个 U 形趋势,其最小值在 20 世纪 00 年代中期,以及 2001 年至 2011 年的下降趋势。两个潜在趋势也描述了物理变量。这些四个潜在趋势所代表的可变性聚类为两个时期:1996-2006 年,浮游动物生物量普遍下降,盐度上升,2007-2018 年,浮游动物生物量增加,盐度下降。ARIMA 模型表明,乔治亚海峡中部入口岛的海面盐度、太平洋十年涛动和春季浮游植物繁殖高峰期与两个潜在的浮游动物趋势显著相关。与作为幼鱼进入海峡的四个鲑鱼种群(奇努克:考伊琴河、蓬特兰德里河、哈里森河;银鲑:大夸利库姆河)的海洋存活率进行比较的 ARIMA 模型均包含了已知的鲑鱼猎物的浮游动物群体;在物理变量中,突出的是海面盐度和代表弗雷泽河流量的变量。这些回归解释了(adjR2)在研究期间,这些鲑鱼种群的海洋存活率的年际变化的 38%至 85%。尽管在浮游动物生物量与鲑鱼海洋存活率之间的某些关系中,海水温度很重要,但盐度是一个更频繁和更重要的变量,这与它对乔治亚海峡系统水动力的影响一致。