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1.
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Aim

To use a long-term collection of bulk plankton samples to test the capacity of DNA metabarcoding to characterize the spatial and seasonal patterns found within a range of zooplankton communities, and investigate links with concurrent abiotic data collected as part of Australia's Integrated Marine Observing System (IMOS) programme.

Location

Samples were sourced seasonally for 3 years from nine Pan-Australian marine sites (n = 90).

Methods

Here, we apply a multi-assay metabarcoding approach to environmental DNA extracted from bulk plankton samples. Six assays (targeting 16SrRNA and COI genes) were used to target, amplify and sequence the zooplankton diversity found within each sample. The data generated from each assay were filtered and clustered into OTUs prior to analysis. Abiotic IMOS data collected contemporaneously enabled us to explore the physical and chemical drivers of community composition.

Results

From over 25 million sequences, we identified in excess of 500 distinct taxa and detected clear spatial differences. We found that site and sea surface temperature are the most consistent predictors of differences between zooplankton communities. We detected endangered and invasive species such as the bryozoan Membranipora membranacea and the mollusc Maoricolpus roseus, and seasonal occurrences of species such as humpback whales (Megaptera novaeangliae). We also estimated the number of samples required to detect any significant seasonal changes. For OTU richness, this was found to be assay dependent and for OTU assemblage, a minimum of nine samples per season would be required.

Main Conclusion

Our results demonstrate the ability of DNA to capture and map zooplankton community changes in response to seasonal and spatial stressors and provide vital evidence to environmental stakeholders. We confirm that a metabarcoding method offers a practical opportunity for an ecosystem-wide approach to long-term biomonitoring and understanding marine biomes where morphological analysis is not feasible.  相似文献   

3.
The most dramatic gradient in global biodiversity is between marine and terrestrial environments. Terrestrial environments contain approximately 75-85% of all estimated species, but occupy only 30 per cent of the Earth's surface (and only approx. 1-10% by volume), whereas marine environments occupy a larger area and volume, but have a smaller fraction of Earth's estimated diversity. Many hypotheses have been proposed to explain this disparity, but there have been few large-scale quantitative tests. Here, we analyse patterns of diversity in actinopterygian (ray-finned) fishes, the most species-rich clade of marine vertebrates, containing 96 per cent of fish species. Despite the much greater area and productivity of marine environments, actinopterygian richness is similar in freshwater and marine habitats (15 150 versus 14 740 species). Net diversification rates (speciation-extinction) are similar in predominantly freshwater and saltwater clades. Both habitats are dominated by two hyperdiverse but relatively recent clades (Ostariophysi and Percomorpha). Remarkably, trait reconstructions (for both living and fossil taxa) suggest that all extant marine actinopterygians were derived from a freshwater ancestor, indicating a role for ancient extinction in explaining low marine richness. Finally, by analysing an entirely aquatic group, we are able to better sort among potential hypotheses for explaining the paradoxically low diversity of marine environments.  相似文献   

4.
The diversity–stability hypothesis in ecology asserts that biodiversity begets stability of ecological systems. This hypothesis has been supported by field studies on primary producers in grasslands, in which the interaction between species is mostly competition. As to ecosystems with multitrophic predatory interaction, however, no definite consensus has been arrived at for the relation between trophic diversity and ecosystem stability. The stability index suitable to ecosystems with predatory interaction is given by MacArthurs idea of stability and its formulation by Rutledge et al. More suitable indices of stability (relative conditional entropy) are proposed in this study for the comparison of different ecosystems, and the validity of the diversity–stability hypothesis for food webs (networks of predation) with many trophic compartments in natural aquatic ecosystems is examined. Results reveal that an increase in the biomass diversity of trophic compartments causes an increase in the whole systemic stability of food webs in aquatic ecosystems. Hence, evidence of the whole systemic validity of the diversity–stability hypothesis for natural aquatic ecosystems with ubiquitous multitrophic predatory interaction was obtained for the first time.  相似文献   

5.
    
Phylogeography is an integrative field of science linking micro- and macro-evolutionary processes, contributing to the inference of vicariance, dispersal, speciation, and other population-level processes. Phylogeographic surveys usually require considerable effort and time to obtain numerous samples from many geographical sites covering the distribution range of target species; this associated high cost limits their application. Recently, environmental DNA (eDNA) analysis has been useful not only for detecting species but also for assessing genetic diversity; hence, there has been growing interest in its application to phylogeography. As the first step of eDNA-based phylogeography, we examined (1) data screening procedures suitable for phylogeography and (2) whether the results obtained from eDNA analysis accurately reflect known phylogeographic patterns. For these purposes, we performed quantitative eDNA metabarcoding using group-specific primer sets in five freshwater fish species belonging to two taxonomic groups from a total of 94 water samples collected from western Japan. As a result, three-step data screening based on the DNA copy number of each haplotype detected successfully eliminated suspected false positive haplotypes. Furthermore, eDNA analysis could almost perfectly reconstruct the phylogenetic and phylogeographic patterns obtained for all target species with the conventional method. Despite existing limitations and future challenges, eDNA-based phylogeography can significantly reduce survey time and effort and is applicable for simultaneous analysis of multiple species in single water samples. eDNA-based phylogeography has the potential to revolutionize phylogeography.  相似文献   

6.
    
Coastal areas host a major part of marine biodiversity but are seriously threatened by ever-increasing human pressures. Transforming natural coastlines into urban seascapes through habitat artificialization may result in loss of biodiversity and key ecosystem functions. Yet, the extent to which seaports differ from nearby natural habitats and marine reserves across the whole Tree of Life is still unknown. This study aimed to assess the level of α and β-diversity between seaports and reserves, and whether these biodiversity patterns are conserved across taxa and evolutionary lineages. For that, we used environmental DNA (eDNA) metabarcoding to survey six seaports on the French Mediterranean coast and four strictly no-take marine reserves nearby. By targeting four different groups—prokaryotes, eukaryotes, metazoans and fish—with appropriate markers, we provide a holistic view of biodiversity on contrasted habitats. In the absence of comprehensive reference databases, we used bioinformatic pipelines to gather similar sequences into molecular operational taxonomic units (MOTUs). In contrast to our expectations, we obtained no difference in MOTU richness (α-diversity) between habitats except for prokaryotes and threatened fishes with higher diversity in reserves than in seaports. However, we observed a marked dissimilarity (β-diversity) between seaports and reserves for all taxa. Surprisingly, this biodiversity signature of seaports was preserved across the Tree of Life, up to the order. This result reveals that seaports and nearby marine reserves share few taxa and evolutionary lineages along urbanized coasts and suggests major differences in terms of ecosystem functioning between both habitats.  相似文献   

7.
    
Sharks embody several major aspects of modern marine management: they are traditionally antagonized, exploited or by-caught by humans, typically vulnerable to extirpation, pursued as luxury food, yet valued as wildlife and essential as top-down regulators in marine food webs. Due to their generally large size, elusiveness, high mobility, and potentially dangerous nature, elasmobranchs pose substantial technical challenges to biodiversity monitoring, which prompted recent efforts to harness the power of environmental DNA (eDNA) as a noninvasive survey method for these taxa. Here we deployed an elasmobranch-specific metabarcoding assay to characterize shark and ray diversity around Reunion Island, during the austral summer, detecting at least 14 species and a strong overall correlation between frequency of species detection and read abundance. Over 90% of sequence reads belonged to three large predators: scalloped hammerhead (Sphyrna lewini), tiger shark (Galeocerdo cuvier) and bull shark (Carcharhinus leucas). While the importance of tiger and bull sharks is well established in Reunion Island, and a major focus of the local shark control program, the prevalence and abundance of scalloped hammerhead has so far been grossly neglected. We also confirm the absence of typical “tropical reef sharks” around the island and reveal an important temporal fluctuation in tiger shark during the study period. Collectively, results show how eDNA can help circumvent barriers, bias and drawbacks associated with monitoring shark populations using visual and capture-based techniques, and generate spatial and temporal biodiversity data on these species for rapid consideration by marine environmental managers.  相似文献   

8.
    
Freshwater ecosystems face multiple threats to their stability globally. Poyang Lake is the largest lake in China, but its habitat has been seriously degraded because of human activities and natural factors (e.g. climate change), resulting in a decline in freshwater biodiversity. Zooplankton are useful indicators of environmental stressors because they are sensitive to external perturbations. DNA metabarcoding is an approach that has gained significant traction by aiding ecosystem conservation and management. Here, the seasonal and spatial variability in the zooplankton diversity were analyzed in the Poyang Lake Basin using DNA metabarcoding. The results showed that the community structure of zooplankton exhibited significant seasonal and spatial variability using DNA metabarcoding, where the community structure was correlated with turbidity, water temperature, pH, total phosphorus, and chlorophyll‐a. These results indicated habitat variations affected by human activities and seasonal change could be the main driving factors for the variations of zooplankton community. This study also provides an important reference for the management of aquatic ecosystem health and conservation of aquatic biodiversity.  相似文献   

9.
为探讨湖北省黄石市典型水域中超微型真核浮游生物多样性, 采用18S rDNA 扩增片段限制性酶切技术, 结合优势类群测序及相关统计学分析, 对2015年夏季湖北黄石境内营养程度不同的典型水域(长江, 磁湖, 青山湖, 青港湖)中超微型真核浮游生物的群落组成及遗传多样性进行了研究。结果表明, 4个水域的超微型真核浮游生物多样性有明显差异, 多样性随水域营养化程度的增高而降低。优势克隆的测序结果显示, 优势类群藻类包括隐藻、绿藻、甲藻, 真菌包括隐真菌和壶菌, 此外还有纤毛虫及未分类的浮游生物, 隐藻在4个水域中都占优势。不同水域的优势类群差别较大。优势类群的种类随水域营养化程度的增加而减少。群落的多样性与总磷呈极显著的负相关。  相似文献   

10.
    
The chromosomes of two freshwater stingrays, Potamotrygon motoro and Potamotrygon sp., from the Amazon River basin in Brazil were investigated using integrated molecular (cytochrome c oxidase subunit 1) and cytogenetic analyses. Potamotrygon motoro presented intraspecific variation in the diploid number, with 2n=66 in the females and 2n=65 in the males, while Potamotrygon sp. had a karyotype with 66 chromosomes, in both sexes. The C-banding revealed the presence of heterochromatic blocks accumulated in the centromeric region of all the chromosomes in both species. The FISH assays with 18S DNA probes highlighted the terminal region of three or four chromosome pairs in P. motoro and seven chromosomes in Potamotrygon sp. The rDNA 5S sequences were found in only one chromosomal pair in both species. The interspecific genetic distance based on the COI sequences, between P. motoro and Potamotrygon sp. from Amazon River was 10.8%, while that between the Amazonian P. motoro and Potamotrygon amandae from the Paraná River was 2.2%, and the genetic distance between Potamotrygon sp. and P. amandae was 11.8%. In addition to the new insights on the cytogenetics of the study species, the results of the present study confirmed the existence of heteromorphic sex-linked chromosomes in P. motoro.  相似文献   

11.
全球气候变化和人类活动影响对沿海生态系统造成了巨大压力, 而建立海洋保护区网络被认为是应对这双重压力的重要手段。为了保护东海丰富的生物资源, 我国自20世纪末已建立了多个保护区, 但目前生物多样性以及连通性的研究不足以有效支撑东海生物多样性保护与可持续发展。为此, 本研究选取了东海城洲岛国家级海洋公园(城洲岛)、深沪湾海底古森林遗迹国家级自然保护区(深沪湾)、湄洲岛国家级海洋公园(湄洲岛)、平潭综合实验区海坛湾国家级海洋公园(平潭岛)、洞头国家级海洋公园(洞头岛)和玉环国家级海洋公园(玉环) 6个国家级海洋保护区, 在保护区内近岸海域采集不同季节的eDNA样品并测量水环境参数, 通过对鱼类群落组成分析预测保护区间的生物多样性及其潜在连通性。在采集到的71个样品中, 共获得了5,069,193条序列, 包括46,309个分子操作分类单元(molecular operational taxonomic units, MOTUs), 其中保护区内共享MOTUs的丰度占比基本都超过40%。虽然不同保护区间环境参数存在显著差异, 但是生物多样性指数和群落组成差异性检验显示不同保护区间鱼类组成不存在显著差异(P > 0.05), 仅存在季节差异。高占比的共享MOTUs以及无显著空间分化的群落组成可能意味着这些保护区间存在较强的连通性, 具备建立海洋保护区网络的潜力。对保护区生态网络结构的进一步分析表明, 不同保护区的生态网络存在差异, 洞头岛、玉环、深沪湾保护区的网络结构较为稳健, 而湄洲岛和平潭岛保护区则相反, 这表明不同保护区的保护效果存在一定差异, 这可能与保护区的面积和管理有关。本研究不仅为东海近岸群落连通性研究提供了参考, 同时也为东海保护区的管理和建设提供直接支撑。  相似文献   

12.
    
Environmental DNA (eDNA) analyses are powerful for describing marine biodiversity but must be optimized for their effective use in routine monitoring. To maximize eDNA detection probabilities of sparsely distributed populations, water samples are usually concentrated from larger volumes and filtered using fine-pore membranes, often a significant cost–time bottleneck in the workflow. This study aimed to streamline eDNA sampling by investigating plankton net versus bucket sampling, direct versus sequential filtration including self-preserving filters. Biodiversity was assessed using metabarcoding of the small ribosomal subunit (18S rRNA) and mitochondrial cytochrome c oxidase I (COI) genes. Multispecies detection probabilities were estimated for each workflow using a probabilistic occupancy modelling approach. Significant workflow-related differences in biodiversity metrics were reported. Highest amplicon sequence variant (ASV) richness was attained by the bucket sampling combined with self-preserving filters, comprising a large portion of microplankton. Less diversity but more metazoan taxa were captured in the net samples combined with 5 μm pore size filters. Prefiltered 1.2 μm samples yielded few or no unique ASVs. The highest average (~32%) metazoan detection probabilities in the 5 μm pore size net samples confirmed the effectiveness of preconcentration plankton for biodiversity screening. These results contribute to streamlining eDNA sampling protocols for uptake and implementation in marine biodiversity research and surveillance.  相似文献   

13.
李苗  陈小勇 《生态学报》2023,43(17):6951-6967
全球渔业衰退是21世纪人类面临的重要挑战之一。为了有效地遏制鱼类资源的衰退,精确的鱼类生态调查是其首要任务。传统的鱼类监测以渔获物采集与形态学鉴定为主,往往耗时耗力且效果不佳,已无法满足现阶段大尺度上的精确调查。环境DNA (eDNA)技术作为一种近年来新兴的鱼类生态调查方法,其与传统方法相比具有灵敏度高、经济高效、采样受限小且对生态系统无干扰的优势,目前其已被广泛地应用于鱼类物种监测、多样性调查、生物量评估以及繁殖活动监测等方面的研究。然而,eDNA技术在鱼类生态学研究的具体应用中暴露出的一些问题将会影响其监测结果的精确性,诸如操作流程的不规范、基因数据库的不完善以及eDNA在环境中生态学过程的不明确等。鉴于上述原因,首先对eDNA技术的发展历程、分析流程以及eDNA技术在鱼类生态学研究领域中的研究进展进行了综述,而后着重分析了eDNA技术的发展当前所面临的困难与挑战,并提出了相应的解决方案,最后对eDNA技术未来在鱼类生态学研究领域中的发展趋势做出了展望。通过本研究,以期能够为eDNA技术在鱼类生态学领域中的准确应用提供理论基础。  相似文献   

14.
基于环境DNA宏条形码技术的秦淮河生物多样性研究   总被引:1,自引:0,他引:1       下载免费PDF全文
秦淮河是南京的母亲河,其生物多样性受城市化进程影响面临严重威胁,而物种资源调研是生物多样性保护的基础。环境DNA宏条形码技术较形态学监测是一种简单高效、灵敏度高的新型监测技术。为探究秦淮河浮游生物、底栖动物及鱼类的生物多样性,于2019年7月,采用环境DNA宏条形码技术对其进行了探究,并分析了秦淮河上下游间的差异及环境因子对其群落结构的影响。结果表明:秦淮河共监测到浮游动物13属22种407个操作分类单元(Operational Taxonomic Units, OTUs),浮游植物85属60种4445个OTUs,底栖动物16属17种212个OTUs,鱼类53属44种1663个OTUs。其中浮游动物以游泳轮虫目(Ploima)和双甲目(Diplostraca)为主,共占浮游动物63.37%,浮游植物以隐藻门(Cryptomonas)和褐藻门(Ochrophyta)为主,共占浮游植物88.11%,底栖动物中节肢动物门(Arthropoda)占比最高,达91.67%,鱼类中鲤形目(Cypriniformes)占比最高,达69.99%。与秦淮河历史形态学监测数据相比,环境DNA宏条形码技术在...  相似文献   

15.
1. We explored differential population responses to climate in 18 populations of threatened spring-summer Chinook salmon Onchorynchus tshawytscha in the Salmon River basin, Idaho. 2. Using data from a long-term mark-release-recapture study of juvenile survival, we found that fall stream flow is the best predictor of average survival across all populations. 3. To determine whether all populations responded similarly to climate, we used a cluster analysis to group populations that had similar annual fluctuations in survival. The populations grouped into four clusters, and different environmental factors were important for different clusters. 4. Survival in two of the clusters was negatively correlated with summer temperature, and survival in the other two clusters was positively correlated with minimum fall stream flow, which in turn depends on snow pack from the previous winter. 5. Using classification and regression tree analysis, we identified stream width and stream temperature as key habitat factors that shape the responses of individual populations to climate. 6. Climate change will likely have different impacts on different populations within this metapopulation, and recognizing this diversity is important for accurately assessing risks.  相似文献   

16.
    
Summary. As part of the study of the Chironomidae fauna in lotic waters of North-Eastern Algeria, nine sampling stations in the Oued Charef basin were visited monthly during a study cycle. This work collected 7615 specimens forming a list of 75 species divided into four subfamilies. For North Africa, 23 species are reported for the first time, including six species of Tanypodinae (Paramerina vaillanti, P. berkana, Procladius lugens, Thienemannimyia zousfana, Trissopelopia longimana, Trissopelopia sp. and Zavrelimyia berberi), eight species of Chironominae (Cladotanytarsus vanderwulpi, Cryptochironomus obreptans, C. supplicans, Cryptotendipes usmaensis, Polypedilum sordens, Micropsectra fallax, M. contracta and Tanytarsus sylvaticus), and nine species of Orthocladinae (Cricotopus tibialis, Chaetocladius insolitus, C. piger, Tokunagaia rectangularis, Heterotrissocladius subpilosus, Limnophyes gurgicola, Nanocladius bicolor, Rheotanytarsus distinctissimus and Smittia sp.). In Algeria, 34 species are reported for the first time: seven Tanypodinae, 15 Chironominae and 12 Orthocladinae. In addition to the species reported as new for North Africa, the following ones can be added: Macropelopia nebulosa, Harnischia curtilamellatus, Microtendipes chloris, M. confinis, Polypedilum convictum, Stictochironomus sp., Paratanytarsus dissimilis, Cricotopus fuscus, C. trifascia and Pseudosmittia sp. This study has highlighted factors that control the distribution of the Chironomidae depending on characteristics of each site and the study season. The results have shown that the occurrence and diversity of chironomid species in these streams are significantly influenced by conductivity, temperature, current velocity and the type of substratum, while altitude had no significant effect on chironomid occurrence and distribution. The Motomura analysis and the ecological indices comparison have shown that the sampled stations are widely different. Despite the extreme environmental conditions undergone by streams of this area (eutrophication, high temperatures, drought in summer and water abstraction), Oued Chaniour was the richest and most balanced community, comprising 40 mostly stenotopic species, which require undisturbed conditions.  相似文献   

17.
环境DNA metabarcoding及其在生态学研究中的应用   总被引:10,自引:0,他引:10       下载免费PDF全文
陈炼  吴琳  刘燕  徐海根 《生态学报》2016,36(15):4573-4582
环境DNA metabarcoding(eDNA metabarcoding)是指利用环境样本(如土壤、水、粪便等)中分离的DNA进行高通量的多个物种(或高级分类单元)鉴定的方法。近年来,该方法引起了学者的广泛关注,逐渐应用于生物多样性研究、水生生物监测、珍稀濒危物种和外来入侵物种检测等生态学领域。介绍环境DNA metabarcoding的含义和研究方法;重点介绍环境DNA metabarcoding在物种监测、生物多样性研究和食性分析等生态学领域中的应用;总结环境DNA metabarcoding应用于生态学研究领域面临的挑战并对该方法的发展进行展望。  相似文献   

18.
Taxonomic distinctness and environmental assessment   总被引:20,自引:0,他引:20  
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19.
    
Well-informed biodiversity conservation practice can often be precluded by poor species detectability. For example, populations being missed during surveys can lead to them being omitted from species lists or area management plans. iDNA (invertebrate-derived DNA) is a recently developed set of techniques for improving the detectability of elusive vertebrates by exploiting their associated invertebrates. Parasitic and scavenging invertebrates can be readily collected, and their gut contents DNA barcoded to detect local vertebrate diversity. However, most iDNA surveys have targeted mammals and have been carried out in tropical areas and/or rainforests. We carried out iDNA surveys targeting frogs in temperate dry sclerophyll forests in south-eastern Australia. We set mosquito traps broadcasting recorded frog calls with the aim of collecting frog-biting flies, which are attracted to frog calls. We collected 156 fly specimens, although none were of frog-biting species, and no frogs were detected via iDNA, despite many being observed in the field. However, two mammal and one reptile species were detected via iDNA: the feral cat (Felis catus: Felidae), domestic dog or dingo (Canis lupus: Canidae) and the threatened Rosenberg's monitor (Varanus rosenbergi: Varanidae). Vertebrate-sampling flies are likely highly abundant in the area since they were collected apparently incidentally in traps lacking appropriate attractants; a promising result for further surveys is different attractants are employed. This study is one of the few in which an invasive species has been detected through iDNA, and highlights its potential for improved detectability of threatened species outside of the tropics and early detection of invasive species.  相似文献   

20.
    
The world is covered in DNA. In any ecosystem, extracellular DNA fragments can be found that once formed the genomes of a variety of micro‐ and macroorganisms. A few years ago, it was proposed to use this environmental DNA (eDNA) as a source of information on local vertebrate biodiversity (Ficetola et al. 2008 ; Taberlet et al. 2012 ). This idea offered an elegant solution to take up the gauntlet of rapidly increasing monitoring needs. Coupled with barcoding efforts, it promised to be cost‐efficient in many respects, for example man‐hours and taxonomic expertise. Ecologists and conservation biologists with an interest in aquatic ecosystems have enthusiastically adopted and pioneered this new method, producing dozens of eDNA studies. Most of these studies have, however, focused on a single or a few aquatic species. In this issue of Molecular Ecology, Valentini et al. ( 2016 ) move the field a step further by demonstrating that metabarcoding approaches – which simultaneously target large groups of organisms such as amphibians or fish – can match and sometimes even outperform other inventory methods.  相似文献   

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