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Pioneers of plankton research: Priscilla Susan Bury (1799–1872) 浮游生物研究的先驱普莉希拉-苏珊-布里(1799-1872)
IF 2.1 3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-12-12 DOI: 10.1093/plankt/fbad051
John R. Dolan
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引用次数: 0
Spatial variability in size and lipid content of the marine copepod Calanus finmarchicus across the Northwest Atlantic continental shelves: implications for North Atlantic right whale prey quality 西北大西洋大陆架上海洋桡足类(Calanus finmarchicus)大小和脂质含量的空间变化:对北大西洋露脊鲸猎物质量的影响
IF 2.1 3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-12-10 DOI: 10.1093/plankt/fbad047
Laura K Helenius, Erica J H Head, Phoebe Jekielek, Christopher D Orphanides, Pierre Pepin, Geneviève Perrin, Stéphane Plourde, Marc Ringuette, Jeffrey A Runge, Harvey J Walsh, Catherine L Johnson
Copepod size and energy content are influenced by regional and seasonal variation in temperature and food conditions, with implications for planktivorous consumers such as the endangered North Atlantic right whale (Eubalaena glacialis). Historical data (1990–2020) on Calanus finmarchicus stage CV copepodite prosome length and oil sac metrics were analyzed to determine the extent of variation in individual body size and estimated lipid and energy content in five regions of the Northwest Atlantic continental shelves [Gulf of Maine (GoM), Scotian Shelf (SS), Gulf of St. Lawrence (GSL), St. Lawrence Estuary (SLE) and Newfoundland Shelf]. Large-scale spatial patterns in size and lipid content were related to latitude, indicating that C. finmarchicus CV in the GSL and SLE were historically larger in body size, and had significantly higher lipid content compared with those in the GoM and the SS. The observed patterns of C. finmarchicus CV size and lipid storage capacity suggest that regional variation in whale prey energy content can play a role in the suitability of current and future whale foraging habitats in the Northwest Atlantic, with the larger lipid-rich individuals in the GSL providing a high-quality diet compared with those in southern areas.
桡足类的大小和能量含量受温度和食物条件的区域性和季节性变化的影响,这对濒危的北大西洋露脊鲸(Eubalaena glacialis)等浮游动物具有影响。分析了 Calanus finmarchicus 阶段 CV 桡足类前体长度和油囊指标的历史数据(1990-2020 年),以确定西北大西洋大陆架五个区域[缅因湾 (GoM)、斯科舍大陆架 (SS)、圣劳伦斯湾 (GSL)、圣劳伦斯河口 (SLE) 和纽芬兰大陆架]的个体大小变化程度以及估计的脂质和能量含量。体型和脂质含量的大尺度空间模式与纬度有关,表明与圣劳伦斯湾和斯科舍大 陆架相比,圣劳伦斯湾和斯科舍大陆架的长须鲸 CV 体型历来较大,脂质含量也明显较高。观察到的长须鲸CV体型和脂质储存能力的模式表明,鲸鱼猎物能量含量的区域差异可能会对西北大西洋当前和未来鲸鱼觅食栖息地的适宜性产生影响,与南部地区的鲸鱼相比,大洋洲南部地区体型较大、脂质含量丰富的个体可提供高质量的食物。
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引用次数: 0
Automatic estimation of lipid content from in situ images of Arctic copepods using machine learning 利用机器学习从北极桡足动物的原位图像中自动估计脂质含量
IF 2.1 3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-12-01 DOI: 10.1093/plankt/fbad048
Frédéric Maps, Piotr Pasza Storożenko, Jędrzej Świeżewski, Sakina-Dorothée Ayata
In Arctic marine ecosystems, large planktonic copepods form a crucial hub of matter and energy. Their energy-rich lipid stores play a central role in marine trophic networks and the biological carbon pump. Since the past ~15 years, in situ imaging devices provide images whose resolution allows us to estimate an individual copepod’s lipid sac volume, and this reveals many ecological information inaccessible otherwise. One such device is the Lightframe On-sight Keyspecies Investigation. However, when done manually, weeks of work are needed by trained personnel to obtain such information for only a handful of sampled images. We removed this hurdle by training a machine learning algorithm (a convolutional neural network) to estimate the lipid content of individual Arctic copepods from the in situ images. This algorithm obtains such information at a speed (a few minutes) and a resolution (individuals, over half a meter on the vertical), allowing us to revisit historical datasets of in situ images to better understand the dynamics of lipid production and distribution and to develop efficient monitoring protocols at a moment when marine ecosystems are facing rapid upheavals and increasing threats.
在北极海洋生态系统中,大型浮游桡足类动物是物质和能量的重要枢纽。它们富含能量的脂质储存在海洋营养网络和生物碳泵中起着核心作用。在过去的15年里,原位成像设备提供的图像的分辨率使我们能够估计单个桡足动物的脂囊体积,这揭示了许多否则无法获得的生态信息。其中一个装置是Lightframe On-sight关键物种调查。然而,当手工完成时,训练有素的人员需要数周的工作才能获得少量采样图像的信息。我们通过训练机器学习算法(卷积神经网络)来从原位图像中估计北极桡足类个体的脂质含量,从而消除了这一障碍。该算法以速度(几分钟)和分辨率(个体,垂直超过半米)获得这些信息,使我们能够重新访问原位图像的历史数据集,以更好地了解脂质产生和分布的动态,并在海洋生态系统面临快速动荡和日益增加的威胁时制定有效的监测方案。
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引用次数: 0
Long-term dynamics, population structure and connectivity of the helmet jellyfish Periphylla periphylla in a Norwegian fjord and adjacent waters. 挪威峡湾和邻近水域头盔水母 Periphylla periphylla 的长期动态、种群结构和连通性。
IF 1.9 3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-11-29 eCollection Date: 2024-01-01 DOI: 10.1093/plankt/fbad050
Nicole Aberle, Charlotte Volpe, Mari-Ann Østensen, Sanna Majaneva

Mass occurrences of Periphylla periphylla in Norwegian fjords cause major concerns related to potential regime shifts that could affect ecosystem stability. 15 years of trawl data (2006-2015), complemented with comprehensive sampling in different areas and seasons (2018-2021) allowed new insights on the dynamics, structure and connectivity of P. periphylla populations within and beyond Trondheimsfjorden. Despite assumed population bursts, no clear trend on P. periphylla population size in Trondheimsfjorden were identified. Sampling frequency and population size suggest a local reproduction of P. periphylla, especially in the inner part of the fjord where young-of-the-year (YOY) individuals occur. Size variations occurred in relation to sampling month, thus pointing at seasonal patterns in growth and reproduction. No distinct population structure of P. periphylla populations within Trondheimsfjorden and over larger spatial scales (> 100 km) along the Norwegian coast was observed. Such poor geographic population structure provides evidence for a strong dispersal of P. periphylla, potentially triggered by frequent deep-water renewals of the fjords' basins that enable a high gene flow. Data on P. periphylla long-term dynamics, population structure and connectivity provide valuable information for ecosystem state assessments and enable the advancement of ecosystem management approaches, thus accounting for both stakeholder and ecosystem demands.

Periphylla periphylla在挪威峡湾的大规模出现引起了人们对可能影响生态系统稳定性的潜在制度转变的极大关注。15年的拖网数据(2006-2015年)以及不同地区和季节的综合采样(2018-2021年)使人们对特隆赫姆斯峡湾内外的P. periphylla种群的动态、结构和连通性有了新的认识。尽管存在假定的种群爆发,但特隆赫姆斯峡湾的 P. periphylla 种群数量并未出现明显趋势。采样频率和种群数量表明,P. periphylla 在当地繁殖,尤其是在峡湾内部,那里有当年幼体(YOY)出现。个体大小的变化与采样月份有关,因此表明了生长和繁殖的季节性规律。在特隆赫姆峡湾内和挪威沿岸更大的空间范围内(> 100 公里),没有观察到明显的P. periphylla种群结构。这种较差的地理种群结构证明,P. periphylla 的扩散能力很强,这可能是由于峡湾盆地的深水更新频繁,导致基因流动频繁所致。有关 P. periphylla 的长期动态、种群结构和连通性的数据为生态系统状态评估提供了宝贵的信息,有助于推进生态系统管理方法,从而兼顾利益相关者和生态系统的需求。
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引用次数: 0
Phytoplankton metabolism in a stratified nearshore ecosystem with recurrent harmful algal blooms (HABs) 有害藻华反复发生的分层近岸生态系统中的浮游植物代谢
IF 2.1 3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-11-20 DOI: 10.1093/plankt/fbad039
A Regaudie-de-Gioux, L Latorre, G Basterretxea
The coastal ocean is experiencing changes in its physical and chemical properties that strongly affect planktonic metabolism assemblages and, in some cases, favor the occurrence of harmful algal blooms (HABs). Here we analyze the variations in phytoplankton biomass, gross and net primary production (NCP) as well as community respiration (CR) at two nearshore sampling sites (P1 and P2) located at a Mediterranean beach where high biomass HABs are recurrent. At P1, the most exposed site, phytoplankton chlorophyll was generally low, whereas dinoflagellates outbreaks of the genus Gymnodinium and Alexandrium were recurrent during summer at P2 spanning for 10–20 days. During bloom episodes, NCP increased up to 10-fold (&gt;80 mmol O2 m−3 day−1). Contrastingly, variation in CR only reached an average of 1.8-fold the rates of non-bloom conditions. Remarkably, although the enhanced NCP:CR ratio suggests net autotrophic population growth, production per unit biomass at P1 and P2 was not significantly different. Our results indicate that although summer conditions favor the necessary primary production enhancement leading to HAB occurrences, the short-term dynamics driving high biomass episodes are not driven by metabolic variations but instead are governed by subtle accumulative processes of some flagellate species in the nutrient-rich nearshore environment.
沿海海洋正在经历其物理和化学性质的变化,这些变化强烈影响浮游生物代谢组合,在某些情况下,有利于有害藻华(HABs)的发生。本文分析了位于地中海海滩的两个近岸采样点(P1和P2)的浮游植物生物量、总初级生产量和净初级生产量(NCP)以及群落呼吸(CR)的变化。在暴露最严重的P1,浮游植物叶绿素普遍较低,而在P2夏季,裸子藻属和亚历山大藻属的甲藻反复爆发,持续10-20天。在开花期间,NCP增加了10倍(>80 mmol O2 m−3 day−1)。相比之下,CR的变化平均仅达到非开花条件下的1.8倍。值得注意的是,尽管NCP:CR比值的提高表明净自养种群增长,但P1和P2的单位生物量产量差异不显著。我们的研究结果表明,尽管夏季条件有利于导致赤潮发生的必要初级生产增强,但驱动高生物量事件的短期动态不是由代谢变化驱动的,而是由一些鞭毛虫物种在营养丰富的近岸环境中微妙的积累过程控制的。
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引用次数: 0
Experimental analysis of development, lipid accumulation and gene expression in a high-latitude marine copepod 高纬度海洋桡足动物发育、脂质积累和基因表达的实验分析
3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-11-11 DOI: 10.1093/plankt/fbad045
Vittoria Roncalli, Lauren N Block, Jeanette L Niestroy, Matthew C Cieslak, Ann M Castelfranco, Daniel K Hartline, Petra H Lenz
Abstract The high-latitude copepod Neocalanus flemingeri exploits the spring phytoplankton bloom to accumulate lipids for survival during food-limited periods and to fuel reproduction. At some point during development, lipid-accumulation ends and pre-adults molt into adults, descend to depth and enter a state of dormancy termed "diapause." How and when they determine to make this transition is still unresolved. According to one hypothesis, the trigger is their attaining a threshold amount of "lipid fullness." Alternatively, they might follow a genetic program, entering diapause within a narrow developmental window. To better understand the decision, a 5-week laboratory experiment was conducted to assess the effect of food quantity and type on lipid accumulation, biomass and gene expression in N. flemingeri copepodite stage CV. In fed individuals, the initial rate of lipid accumulation slowed by week 5, as a portion of CVs began to molt into adults. While changes in gene expression common to all fed individuals between weeks 1 and 3 were consistent with a developmental program, the duration of the CV stage was variable. Unfed individuals maintained lipid stores initially, suggesting physiological acclimatization to conserve energy. A comparison with gene expression profiles of field-collected individuals suggests similar responses to resources in the environment.
高纬度桡足动物新海螺(Neocalanus flemingeri)利用春季浮游植物繁殖来积累脂质,以便在食物有限的时期生存并为繁殖提供燃料。在发育过程中的某个时刻,脂质积累结束,前成虫蜕皮为成虫,下降到深处,进入一种称为“滞育”的休眠状态。他们如何以及何时决定进行这种转变仍未得到解决。根据一种假设,触发因素是他们达到了“脂质丰满”的阈值。或者,它们可能遵循遗传程序,在一个狭窄的发育窗口内进入滞育。为了更好地理解这一决定,我们进行了为期5周的室内实验,研究了食物数量和种类对蹼足桡足螨CV期脂肪积累、生物量和基因表达的影响。在喂食的个体中,脂质积累的初始速率在第5周减慢,因为一部分CVs开始蜕皮成虫。虽然在第1周至第3周期间,所有喂食个体的基因表达变化与发育计划一致,但CV阶段的持续时间是可变的。未喂食的个体最初保持了脂质储存,这表明生理适应是为了保存能量。与野外采集的个体基因表达谱的比较表明,对环境中的资源有类似的反应。
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引用次数: 0
Bottom-up effects of variable winter weather conditions on phytoplankton dynamics in an enclosed bay: implications for ecological responses to climate change 冬季气候条件变化对封闭海湾浮游植物动态自下而上的影响:对气候变化生态响应的启示
3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-11-10 DOI: 10.1093/plankt/fbad046
Keita W Suzuki, Hanh T Dinh
Abstract To investigate phytoplankton dynamics in response to variable winter weather conditions along the Sea of Japan, we conducted daily sampling in enclosed Maizuru Bay in five winters and found distinctive differences between 2016/2017 and 2018/2019. A clear diatom bloom occurred through the water column in moderately cold/snowy 2016/2017, whereas in exceptionally warm/snow-free 2018/2019 a small peak of dinoflagellates occurred only in the subsurface. Nutrient concentrations changed drastically depending on freshwater discharge and diatom growth in 2016/2017, showing a contrast with constant nutrient concentrations in 2018/2019. Copepod densities were ~10 times higher in 2016/2017 than in 2018/2019, indicating bottom-up effects in 2016/2017. As the absence of a diatom bloom from 2018/2019 can be attributed neither to nutrient limitation nor to grazing pressure, we hypothesize that wind mixing is a key factor triggering a diatom bloom. Within the five winters, clear diatom blooms were found only after strong winds and heavy precipitation including snowfall. Wind mixing would possibly promote the germination/rejuvenation of viable resting stage cells as inocula for a diatom bloom, while the growth and maintenance are supported by nutrient supply through freshwater discharge. In Maizuru Bay, winter production is likely activated by harsh weather conditions characteristic of this region.
为了研究浮游植物对日本海变化的冬季气候条件的响应动态,我们在封闭的舞津湾进行了五个冬季的每日采样,发现2016/2017年和2018/2019年之间存在显著差异。在2016/2017年中冷/下雪的季节,水柱中出现了明显的硅藻华,而在2018/2019年异常温暖/无雪的季节,鞭毛藻只在地下出现了一个小高峰。2016/2017年,根据淡水排放和硅藻生长情况,营养物浓度发生了巨大变化,与2018/2019年营养物浓度不变形成对比。2016/2017年桡足类密度比2018/2019年高出约10倍,表明2016/2017年存在自下而上效应。由于2018/2019年没有硅藻华既不能归因于营养限制,也不能归因于放牧压力,我们假设风混合是引发硅藻华的关键因素。在这五个冬天里,只有在强风和包括降雪在内的强降水之后,才会出现清晰的硅藻华。风混合可能作为硅藻华的接种剂,促进休养期有活力细胞的萌发/返青,同时通过淡水排放提供养分支持其生长和维持。在舞足湾,冬季生产很可能是由该地区的恶劣天气条件所激活的。
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引用次数: 0
RNA/DNA ratios as estimate of metabolic and functional traits in diatom species from the northwestern Adriatic Sea 亚得里亚海西北部硅藻物种代谢和功能特征的RNA/DNA比值评估
3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-10-12 DOI: 10.1093/plankt/fbad042
Silvia Casabianca, Samuela Capellacci, Fabio Ricci, Giorgia Ravera, Geraldina Signa, Michele Scardi, Antonella Penna
Different phytoplankton biomass estimations can provide information about abundance variation, but they are not able to describe the metabolic activity of species or groups within assemblages. Conversely, molecular traits are key for the metabolic dynamics in pelagic ecosystems. To investigate if the RNA/DNA and taxon-specific 18S ribosomal RNA (rRNA)/ribosomal DNA (rDNA) ratios could be used to assess and be indicators of metabolic activity in marine phytoplankton species, two Adriatic diatom species, Chaetoceros socialis and Skeletonema marinoi, were studied. Significant correlations between abundance, chlorophyll a, carbon content and proteins were found in individual and co-cultured growth experiments (from rs = 0.570 to rs = 0.986, P < 0.001). The biomass trend followed a logistic curve without providing additional information regarding diatom metabolic activity. In both experiments, the RNA/DNA and taxon-specific 18S rRNA/rDNA ratios of C. socialis and S. marinoi showed maximum values at the beginning of the growth phase, i.e as 23.2 ± 1.5 and 15.3 ± 0.8, and 16.2 ± 1.6 and 30.1 ± 5.4 after 2 and 6 days, respectively, in individual cultures, with a subsequent significant decrease in these values for both species in individual and co-culture experiments. Our results showed that these molecular rRNA/rDNA ratios expressed an activation of metabolism before the abundance increases, even in the presence of interspecific interaction between C. socialis and S. marinoi.
不同的浮游植物生物量估算可以提供丰度变化的信息,但它们不能描述组合内物种或类群的代谢活性。相反,分子特征是上层生态系统代谢动力学的关键。为了探讨RNA/DNA和分类群特异性18S核糖体RNA (rRNA)/核糖体DNA (rDNA)比值是否可以作为海洋浮游植物代谢活性的评价指标,本文以亚得里亚海的两种硅藻——社会毛藻(Chaetoceros socialis)和马里骨藻(Skeletonema marinoi)为研究对象。在个体和共培养生长实验中,丰度、叶绿素a、碳含量和蛋白质之间存在显著相关(rs = 0.570 ~ rs = 0.986, P <0.001)。生物量趋势遵循logistic曲线,没有提供有关硅藻代谢活性的额外信息。在两个实验中,社会金雀花和marinoi的RNA/DNA和分类群特异性18S rRNA/rDNA比值在生长初期达到最大值,分别为23.2±1.5和15.3±0.8,分别为16.2±1.6和30.1±5.4,在单独培养和共培养实验中,这两个物种的数值均显著下降。我们的研究结果表明,在丰度增加之前,这些分子rRNA/rDNA比值表达了代谢的激活,即使在社会金蝇和马里诺鱼之间存在种间相互作用。
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引用次数: 0
Abundance and biomass of copepods and cladocerans in Atlantic and Arctic domains of the Barents Sea ecosystem 巴伦支海大西洋和北极地区生态系统中桡足类和支海类的丰度和生物量
3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-10-12 DOI: 10.1093/plankt/fbad043
Hein Rune Skjoldal, Johanna Myrseth Aarflot
Abstract Zooplankton in the Barents Sea have been monitored annually with a standard procedure with determination of size-fractioned biomass since the mid-1980s. Biomass of copepods and cladocerans was estimated based on measured abundance and individual weights taken from literature. Calanus species were dominant, making up ~85% of the estimated biomass of copepods. The second most important taxon was Oithona spp. (~0.5 g dry weight (dw) m−2, ~10%), followed by Metridia spp. (~0.15 g dw m−2, 2–3%) and Pseudocalanus spp. (0.10–0.15 g dw m−2, 1–5%). Estimated biomass of cladoceran taxa (Evadne and Podon) was low (0.01 g dw m−2). Calanus spp. contributed most of the biomass of the medium size fraction (1–2 mm), whereas small copepod species (Oithona, Pseudocalanus and others) contributed to the small size fraction (&lt;1 mm). Estimated biomass of Calanus spp. and of the sum of small copepod species were both positively correlated with measured total zooplankton biomass (R2 = 0.72 and 0.34, respectively). The biomass ratio of small copepod species to Calanus was similar in Atlantic and Arctic water masses (~0.15–0.2) but tended to increase with decreasing total biomass. This suggests a shift to relatively larger roles of small copepods as Calanus and total biomass decrease.
摘要自20世纪80年代中期以来,每年都对巴伦支海的浮游动物进行监测,并采用标准程序确定大小分馏生物量。根据文献中测量的丰度和个体重量估算了桡足类和枝海类的生物量。桡足类中以虾足类占优势,约占总生物量的85%。其次是Oithona spp. (~0.5 g dw m−2,~10%),其次是Metridia spp. (~0.15 g dw m−2,2 - 3%)和pseudoalanus spp. (0.10 ~0.15 g dw m−2,1-5%)。枝海类群(Evadne和Podon)的估算生物量较低(0.01 g dw m−2)。中等大小部分(1 ~ 2 mm)的生物量主要由Calanus sp .贡献,而小桡足类(Oithona、pseudoalanus等)的生物量则为1 mm。小桡足类和小桡足类总生物量与浮游动物总生物量呈显著正相关(R2分别为0.72和0.34)。大西洋和北极水体中,小桡足类与大桡足类的生物量之比相似(~0.15 ~ 0.2),但随总生物量的减少而增加。这表明随着小桡足类动物数量和总生物量的减少,小桡足类动物的作用逐渐增大。
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引用次数: 0
Global gradients in species richness of marine plankton functional groups 海洋浮游生物功能群物种丰富度的全球梯度
3区 环境科学与生态学 Q2 MARINE & FRESHWATER BIOLOGY Pub Date : 2023-10-12 DOI: 10.1093/plankt/fbad044
Fabio Benedetti, Nicolas Gruber, Meike Vogt
Abstract The patterns of species diversity of plankton functional groups (PFGs) remain poorly understood although they matter greatly for marine ecosystem functioning. Here, we use an ensemble of empirical species distribution models for 845 plankton species to estimate the global species richness of three phytoplankton and 11 zooplankton functional groups as a function of objectively selected environmental predictors. The annual mean species richness of all PFGs decreases from the low to the high latitudes, but the steepness and the shape of this decrease vary significantly across PFGs. Pteropods, small copepods (Oithonids and Poecilostomatoids) and Salps have the steepest latitudinal gradients, whereas Amphipods and the three phytoplankton groups have the weakest ones. Temperature, irradiance and nutrient concentration are the first-order control on the latitudinal richness patterns, whilst the environmental conditions associated to upwelling systems, boundary currents and oxygen minimum zones modulate the position of the peaks and troughs in richness. The species richness of all PFGs increases with net primary production but decreases with particles size and the efficiency of the biological carbon pump. Our study puts forward emergent biodiversity–ecosystem functioning relationships and hypotheses about their underlying drivers for future field-based and modelling research.
浮游生物功能群(PFGs)的物种多样性模式对海洋生态系统的功能有着重要的影响,但对它们的认识却很少。本文利用845种浮游生物的经验物种分布模型,估计了3种浮游植物和11种浮游动物功能群的全球物种丰富度作为客观选择的环境预测因子的函数。各保护区年平均物种丰富度从低纬度到高纬度呈下降趋势,但下降的幅度和形状在不同保护区之间存在显著差异。翼足类、小桡足类(Oithonids和Poecilostomatoids)和海带类的纬度梯度最大,而片足类和三个浮游植物类群的纬度梯度最弱。温度、辐照度和养分浓度是纬度丰富度格局的一级控制因素,而与上升流系统、边界流和最低氧带相关的环境条件调节了丰富度波谷的位置。所有PFGs的物种丰富度随净初级生产量的增加而增加,但随粒径和生物碳泵效率的提高而降低。我们的研究提出了新兴生物多样性与生态系统功能之间的关系,并对其潜在驱动因素进行了假设,为未来的实地研究和建模研究提供了基础。
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引用次数: 0
期刊
Journal of Plankton Research
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