Species abundance

物种丰度
  • 文章类型: Journal Article
    人类肠道微生物群是指共生存在于人类肠道系统中的多种微生物群落。改变的微生物群落与许多人类病理有关。然而,在实践中缺乏快速有效的方法来评估肠道微生物群特征.为了解决这个问题,我们建立了一个包含45个定量实时聚合酶链反应(qPCR)检测方法的评估系统,这些方法针对人群中患病率和/或丰度较高的肠道核心微生物。通过比较基因组分析,我们为45种核心微生物中的31种选择了新的物种特异性遗传标记和引物,这些核心微生物没有先前报道的特异性引物或其引物的特异性需要改进.我们全面评估了qPCR检测的性能,并证明它们显示出良好的灵敏度,选择性,和每个目标的定量线性。这些靶标的基因组DNA的检测限范围为0.1至1.0pg/µL。我们还证明了qPCR方法和宏基因组学下一代测序(mNGS)方法在分析22个人类粪便样品中选定细菌的丰度方面的高度一致性(Pearson'sr=0.8688,P<0.0001)。此外,我们使用qPCR定量了14个个体中这些核心微生物的动态变化(超过8周),大多数参与者都表现出相当大的稳定性,尽管存在显著的个体差异。总的来说,这项研究能够简单快速地定量人体肠道中的45种核心微生物,提供了一个有前途的工具来了解肠道核心微生物群在人类健康和疾病中的作用。关键点:•开发了一组原始qPCR测定以量化人类肠道核心微生物。•使用真实粪便样品评价qPCR测定并与mNGS比较。•该方法用于动态地描绘个体中的肠道核心微生物群。
    The human gut microbiota refers to a diverse community of microorganisms that symbiotically exist in the human intestinal system. Altered microbial communities have been linked to many human pathologies. However, there is a lack of rapid and efficient methods to assess gut microbiota signatures in practice. To address this, we established an appraisal system containing 45 quantitative real-time polymerase chain reaction (qPCR) assays targeting gut core microbes with high prevalence and/or abundance in the population. Through comparative genomic analysis, we selected novel species-specific genetic markers and primers for 31 of the 45 core microbes with no previously reported specific primers or whose primers needed improvement in specificity. We comprehensively evaluated the performance of the qPCR assays and demonstrated that they showed good sensitivity, selectivity, and quantitative linearity for each target. The limit of detection ranged from 0.1 to 1.0 pg/µL for the genomic DNA of these targets. We also demonstrated the high consistency (Pearson\'s r = 0.8688, P < 0.0001) between the qPCR method and metagenomics next-generation sequencing (mNGS) method in analyzing the abundance of selected bacteria in 22 human fecal samples. Moreover, we quantified the dynamic changes (over 8 weeks) of these core microbes in 14 individuals using qPCR, and considerable stability was demonstrated in most participants, albeit with significant individual differences. Overall, this study enables the simple and rapid quantification of 45 core microbes in the human gut, providing a promising tool to understand the role of gut core microbiota in human health and disease. KEY POINTS: • A panel of original qPCR assays was developed to quantify human gut core microbes. • The qPCR assays were evaluated and compared with mNGS using real fecal samples. • This method was used to dynamically profile the gut core microbiota in individuals.
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  • 文章类型: Journal Article
    PartheniumhysterophorusL.由于其快速扩张和入侵特性,已成为全球关注的杂草。为了研究Dhauladhar山麓这种有害杂草的现状及其对植物区系多样性的影响,这项研究是在2021-2022年期间在喜马al尔邦康格拉地区的Dhauladhar山脉的可培养荒地进行的,印度。观察了PartheniumhysterophorusL.对不同海拔和方面的伴生物种的影响。我们的观察表明,PartheniumhysterophorusL.在北部的生长比南部的生长更为活跃,密度分别为37.78m-2和21.62m-2。这种有害杂草的最高密度记录在600-1200m(34.32m-2)的海拔范围内,而在海拔1805m以上未观察到。PartheniumhysterophorusL.的入侵显着影响其他物种的植物密度。根据优势,该物种的降序被观察为Cynodondactylon,白三叶,草叶草,PartheniumhysterophorusL.,和Ageratumhoustonianum。在非入侵站点(9.35和27.67m-2)中观察到的物种平均数量和物种密度高于入侵站点(7.10和20.60m-2)。在非入侵地点(28.73和657.90m2ha-1)比在入侵地点(22.70和322.30m2ha-1)观察到更多的物种丰度和植物覆盖率。物种多样性,丰富,据报道,相对于非入侵站点(分别为1.94、1.16和0.88),入侵站点的均匀度(分别为1.56、0.95和0.81)下降。该研究强调了与植物群落内入侵杂草相关的重大问题。了解其侵入性状况对当地植树造林计划具有重要意义,森林经营战略,和保护政策。此外,这项调查为实施有效措施清除这种外来杂草奠定了基础。
    Parthenium hysterophorus L. has become a weed of global concern owing to its fast expansion and invasive character. In order to study the status of this noxious weed and its impact on floristic diversity in Dhauladhar foothills, the study was conducted during the year 2021-2022 in culturable wastelands of Dhauladhar ranges in Kangra district of Himachal Pradesh, India. The impact of Parthenium hysterophorus L. on associated species at different altitudes and aspects was observed. Our observations depicted that Parthenium hysterophorus L. has been growing more vigorously in the northern aspect than the southern aspect with the density of 37.78 m-2 and 21.62 m-2, respectively. The highest density of this noxious weed was recorded in the altitudinal range of 600-1200 m (34.32 m-2) while it was not observed beyond 1805 m above sea level. The invasion of Parthenium hysterophorus L. significantly affected the plant density of other species. The descending order of the species as per dominance was observed as Cynodon dactylon, Trifolium repens, Oxalis latifolia, Parthenium hysterophorus L., and Ageratum houstonianum. The average number of species and species density were observed more in non-invaded sites (9.35 and 27.67 m-2) than in invaded sites (7.10 and 20.60 m-2). Species abundance and plant cover were observed more in non-invaded sites (28.73 and 657.90 m2 ha-1) than in invaded sites (22.70 and 322.30 m2 ha-1). Species diversity, richness, and evenness were reported to decline in invaded sites (1.56, 0.95, and 0.81, respectively) with respect to the non-invaded sites (1.94, 1.16, and 0.88, respectively). The study highlights the significant concerns associated with the invasive weed within the plant communities. Understanding its invasive status holds considerable implications for local afforestation initiatives, forest management strategies, and conservation policies. Furthermore, this investigation lays a foundational groundwork for implementing effective measures to get rid of this alien weed.
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  • 文章类型: Journal Article
    当前的研究提供了Gua(=洞穴)Rumbang石灰岩山附近的土地蜗牛物种的注释清单,位于Padawan区的露头,沙捞越,马来西亚婆罗洲。取样是在周围地区和洞穴入口附近进行的。共有62种,涉及19个家庭和38属,被记录下来。与以前在Bau石灰岩山丘上进行的调查进行比较,发现在物种丰富的科Diplommatinidae和Cyclophoridae方面有相似之处,以及Kaliella和Diplommatina属,强调Bau-Padawan-Serian集群的陆地蜗牛多样性的区域一致性。可能是因为它的尺寸较小,GuaRumbang是两种特有物种的家园,Bau石灰岩岩溶地区有8种特有物种。这表明在仍有待探索的石灰岩范围内存在大量物种多样性的潜力。尽管如此,GuaRumbang特有物种的出现突显了保护Padawan石灰岩范围内某些地区的必要性,因为迄今为止该地区尚未提出保护区。在这份检查表中,还描述了一个新的科学物种,即,文凭。11月。
    The current study presents an annotated checklist of the land snail species in the vicinity of the limestone hill of Gua (= cave) Rumbang, an outcrop located at the district of Padawan, Sarawak, Malaysian Borneo. The sampling was conducted at the surrounding areas and near the cave\'s entrance. A total of 62 species, involving 19 families and 38 genera, were recorded. Comparison with previous surveys made in the Bau limestone hills revealed similarities with respect to the species-rich families Diplommatinidae and Cyclophoridae, and the genera Kaliella and Diplommatina, highlighting the regional consistency of the land snail diversity of the Bau-Padawan-Serian cluster. Possibly because of its smaller size, Gua Rumbang is home to two endemic species, while there are eight endemic species in the Bau limestone karsts. This suggests a potential for a significant species diversity within the areas of the limestone ranges that remain to be explored. Nonetheless, the occurrence of endemic species in Gua Rumbang highlights the need to conserve certain areas within the Padawan limestone range since hitherto no protected areas have been proposed in this region. In this checklist, a new species for science is also described, namely, Diplommatinarumbangensissp. nov.
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  • 文章类型: Journal Article
    本研究提供了从BatuKudik收集的陆地蜗牛清单,Simunjan的一个小而孤立的石灰石露头,砂拉越.陆地蜗牛共有24种,代表18属和14个家庭被记录,包括一个新描述的亚种。BatuKudik家族中物种最丰富的是Diplommatinidae(17%)和Chronidae(17%),每个家族都有四个记录物种。根据我们的分析,Plectostomawallaceikudikense亚种。11月。,在这个孤立的露头中,Opisthostomaajavanica和Georissapyrhyrhoderma被确定为最丰富的陆地蜗牛,而Diplommatinaonyx和Everettiaminuta被记录为最不丰富的。巴图库迪克的所有陆地蜗牛都被发现躲在石灰石巨石之间,强调了这种露头作为他们生存避难所的关键作用。因此,保护这个生物多样性丰富的石灰岩地区对于防止这些陆地蜗牛物种以及其他依赖石灰岩独特属性生存的生物在当地灭绝至关重要。我们还提供了Plectostomawallaceikudikense的详细描述,Plectostoma属的一个新亚种,是BatuKudik特有的。
    对新亚种Plectostomawallaceikudikense亚种的描述。11月。
    UNASSIGNED: The present study provides a checklist of land snails collected from Batu Kudik, a small and isolated limestone outcrop in Simunjan, Sarawak. A total of 24 species of land snails, representing 18 genera and 14 families were recorded, including one newly-described subspecies. The most species-rich of the families in Batu Kudik are Diplommatinidae (17%) and Chronidae (17%) with four recorded species from each of the families. Based on our analysis, Plectostomawallaceikudikense subsp. nov., Opisthostomajavanica and Georissapyrrhoderma were identified as the most abundant land snails at this isolated outcrop, whereas Diplommatinaonyx and Everettiaminuta were recorded as the least abundant. All of the land snails at Batu Kudik were exclusively found sheltered between limestone boulders, underscoring the critical role of this outcrop as their refuge for survival. Consequently, conserving this biodiversity-rich limestone area becomes paramount to prevent the local extinction of these land snail species and possibly other organisms that depend on the unique attributes of the limestone for their survival. We also provide detailed descriptions of Plectostomawallaceikudikense, a new subspecies of the genus Plectostoma which is endemic to Batu Kudik.
    UNASSIGNED: A description of a new subspecies Plectostomawallaceikudikense subsp. nov.
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  • 文章类型: Journal Article
    我们讨论哪种植物可能成为赢家,那就是实现全球最高的丰度,在不断变化的景观中,以及与植物相关的微生物是否起决定性作用。历史景观中自然栖息地的减少和破碎化导致了斑驳的出现,混合景观,和人为生态系统盛行的新颖景观。在零散的风景中,具有广泛生态位的物种受到青睐。与共生微生物关联程度的可塑性可能有助于更广泛的植物生态位和共生成本和收益的优化,通过在不必要时下调共生关系,在有益时上调共生关系。可塑性也可以表示为从一种类型的共生到另一种类型的转换,例如,随着土壤肥力的增加和寄生虫负荷的相关增加,从营养性到防御性互惠。在分散时,广泛的互惠伙伴接受性是共生可塑性的另一个方面,它变得有益,因为工厂在到达新地点时不会受到专业合作伙伴的限制。因此,在全球变化的条件下,共生体可塑性允许植物优化互惠关系的活动,通过最大限度地提高地理占有率和当地丰富度,有可能让他们成为赢家。
    We discuss which plant species are likely to become winners, that is achieve the highest global abundance, in changing landscapes, and whether plant-associated microbes play a determining role. Reduction and fragmentation of natural habitats in historic landscapes have led to the emergence of patchy, hybrid landscapes, and novel landscapes where anthropogenic ecosystems prevail. In patchy landscapes, species with broad niches are favoured. Plasticity in the degree of association with symbiotic microbes may contribute to broader plant niches and optimization of symbiosis costs and benefits, by downregulating symbiosis when it is unnecessary and upregulating it when it is beneficial. Plasticity can also be expressed as the switch from one type of mutualism to another, for example from nutritive to defensive mutualism with increasing soil fertility and the associated increase in parasite load. Upon dispersal, wide mutualistic partner receptivity is another facet of symbiont plasticity that becomes beneficial, because plants are not limited by the availability of specialist partners when arriving at new locations. Thus, under conditions of global change, symbiont plasticity allows plants to optimize the activity of mutualistic relationships, potentially allowing them to become winners by maximizing geographic occupancy and local abundance.
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  • 文章类型: Journal Article
    树种组成的变化是森林演替的关键方面之一。近几十年来,我国亚热带森林树种组成发生了显著变化,针叶树减少,阔叶树增加。本研究以浙江省为研究对象,位于中国亚热带地区,并利用国家连续森林调查(NCFI)系统的七个清单进行建模和分析。我们将树种分为三组:松树,冷杉,和阔叶。我们使用样地中生物量的比例来衡量每个树种组的相对丰度。提出了一种新的非线性差分方程组(NDES)模型。基于两个连续的调查数据集建立了NDES模型。本研究共建立了六个模型。结果表明,在前两个重新审查期间(1989-1994年、1994-1999年),树种丰度趋势有显著波动,没有一致的变化模式。在后四个重新审查期间(1999-2004年、2004-2009年、2009-2014年、2014-2019年),观察到一致的趋势,松树组和冷杉组的丰度降低,而阔叶组的丰度增加。此外,随着时间的推移,这种模式变得越来越稳定。尽管松树群和冷杉群的丰度一直在稳步下降,这两个群体都不会灭绝。NDES模型不仅有利于短期,中期,甚至是长期预测,但也采用极限分析来揭示目前模糊的树种组成变化趋势。
    Changes in tree species composition are one of the key aspects of forest succession. In recent decades, significant changes have occurred in the tree species composition of subtropical forests in China, with a decrease in coniferous trees and an increase in broad-leaved trees. This study focuses on Zhejiang Province, located in the subtropical region of China, and utilizes seven inventories from the National Continuous Forest Inventory (NCFI) System spanning 30 years (1989-2019) for modeling and analysis. We categorized tree species into three groups: pine, fir, and broadleaf. We used the proportion of biomass in a sample plot as a measure of the relative abundance of each tree species group. A novel nonlinear difference equation system (NDES) model was proposed. A NDES model was established based on two consecutive survey datasets. A total of six models were established in this study. The results indicated that during the first two re-examination periods (1989-1994, 1994-1999), there was significant fluctuation in the trend of tree species abundance, with no consistent pattern of change. During the latter four re-examination periods (1999-2004, 2004-2009, 2009-2014, 2014-2019), a consistent trend was observed, whereby the abundance of the pine group and the fir group decreased while the abundance of the broad-leaved group increased. Moreover, over time, this pattern became increasingly stable. Although the abundances of the pine group and the fir group have been steadily declining, neither group is expected to become extinct. The NDES model not only facilitates short-term, medium-term, and even long-term predictions but also employs limit analysis to reveal currently obscure changing trends in tree species composition.
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  • 文章类型: Journal Article
    时空替代的实践假设,物种或社区对土地利用变化的反应在空间上代表了它们将如何应对相同的变化。时空替代在生态和保护中都常用,但是该假设是否产生可靠的见解仍然没有定论。这里,我们使用北美繁殖鸟类调查(BBS)和全球森林变化(GFC)的数据测试了时空替代,以比较景观尺度森林覆盖对鸟类丰富度和丰度随时间和空间的影响,进行25次时空比较。每个比较包括一个景观,经历了至少20%的森林损失超过19年(临时地点),以及一组15-19种景观(空间站点),它们代表了2019年空间上的森林覆盖梯度,与相应的时间站点随时间的变化相同。在25个比较中,随着时间的推移,观察到的森林和开放栖息地鸟类对森林覆盖的反应通常与它们对空间森林覆盖的反应一致,但是在25个时间斜坡上的影响幅度和方向的变异性要高于25个空间斜坡。平均而言,在25个时空比较中,时空斜率之间的平均差经常与零重叠,这表明空间斜率通常是时间斜率的信息。然而,我们观察到围绕这些平均差异的高度变异性,表明单个空间斜率不能强烈预测其相应的时间斜率。我们建议,我们的结果可以通过其他相关环境因素的年度变化来解释,这些因素会随着时间的推移对人口丰度产生复杂的影响,而这些影响不易被空间快照捕获。虽然不是1:1代理,测量鸟类对空间栖息地数量变化的反应提供了一个想法,说明随着时间的推移,鸟类如何最终平衡到类似的栖息地数量变化。Further,这样的分析有可能用于筛选区域时空错配的情况,在这些情况下,栖息地以外的人口限制因素可能在那里观察到的人口趋势中发挥更重要的作用。本文受版权保护。保留所有权利。
    The practice of space-for-time substitution assumes that the responses of species or communities to land-use change over space represents how they will respond to that same change over time. Space-for-time substitution is commonly used in both ecology and conservation, but whether the assumption produces reliable insights remains inconclusive. Here, we tested space-for-time substitution using data from the North American Breeding Bird Survey (BBS) and Global Forest Change (GFC) to compare the effects of landscape-scale forest cover on bird richness and abundance over time and space, for 25 space-time comparisons. Each comparison consisted of a landscape that experienced at least 20% forest loss over 19 years (temporal site) and a set of 15-19 landscapes (spatial sites) that represented the same forest cover gradient over space in 2019 as experienced over time in their corresponding temporal site. Across the 25 comparisons, the observed responses of forest and open-habitat birds to forest cover over time generally aligned with their responses to forest cover over space, but with comparatively higher variability in the magnitude and direction of effect across the 25 temporal slopes than across the 25 spatial slopes. On average, the mean differences between the spatial and temporal slopes across the 25 space-time comparisons frequently overlapped with zero, suggesting that the spatial slopes are generally informative of the temporal slopes. However, we observed high variability around these mean differences, indicating that a single spatial slope is not strongly predictive of its corresponding temporal slope. We suggest that our results may be explained by annual variability in other relevant environmental factors that combine to produce complex effects on population abundances over time that are not easily captured by snapshots in space. While not being a 1:1 proxy, measuring bird responses to changes in habitat amount in space provides an idea on how birds might be expected to eventually equilibrate to similar changes in habitat amount over time. Further, analyses such as this could be potentially used to screen for cases of regional space-time mismatches where population-limiting factors other than habitat could be playing a more important role in the population trends observed there.
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  • 文章类型: Journal Article
    由于过度开发,马来西亚的鱼类生物多样性面临压力,污染,和气候压力。然而,该地区关于鱼类生物多样性和物种脆弱性状况的信息没有得到很好的记录。因此,为了监测生物多样性,对马来西亚马六甲海峡的鱼类物种组成和丰度进行了一项研究,确定物种灭绝的风险,并确定影响生物多样性分布的因素。抽样是根据随机分层抽样方法从三个抽样地点区进行的,即,河口,红树林,以及马六甲海峡丹容卡朗和巴生港的开放海域。与巴生港沿海和红树林地区(H\'=1.50,H\'=0.29)相比,TanjungKarang沿海和红树林地区(H\'=2.71;H\'=1.64)记录到更高的物种多样性,这表明巴生港地区相对更脆弱。该研究还探讨了采样位置,栖息地,和IUCN红色名录作为鱼类生物多样性的影响因素。应用IUCN红色名单,这项研究确定了一个濒危物种和一个脆弱物种,预计这两个物种的着陆量都会增加。我们的发现表明,迫切需要实施保护措施以及持续监测该地区的鱼类生物多样性。
    Fish biodiversity in Malaysia is under pressure due to overexploitation, pollution, and climatic stressors. Nevertheless, the information on fish biodiversity and species vulnerability status is not well documented in the region. Therefore, a study on fish species composition and abundance in the Malacca Strait of Malaysia has been conducted for the purpose of monitoring biodiversity, determining the risk of species extinction, and identifying factors influencing biodiversity distribution. The sampling was conducted based on a random stratified sampling method from the three zones of sampling locations, i.e., estuary, mangrove, and open sea area of Tanjung Karang and Port Klang of Malacca Strait. Higher species diversity was recorded at Tanjung Karang coastal and mangrove areas (H\' = 2.71; H\' = 1.64) than Port Klang coastal and mangrove areas (H\' = 1.50, H\' = 0.29), an indication that the Port Klang area is comparatively more vulnerable. The study also explored sampling location, habitat, and IUCN red list as the influencing factors for fish biodiversity. Applying IUCN red list, this study identified one Endangered and one Vulnerable species with the forecasted increasing landing for both species. Our findings suggest the urgent need for the implementation of conservation measures as well as the continuous monitoring of fish biodiversity in the area.
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  • 文章类型: Journal Article
    大规模的海上风能开发是能源转型的主要参与者,但可能对海洋生物多样性产生(负面或正面)影响。风力涡轮机基础和酸性保护通常用硬基底代替软沉积物,为固着居民创造人工鱼礁。海上风电场(OWF)还导致底拖网捕捞减少(甚至停止),因为这项活动在许多OWF中被禁止。这些变化对海洋生物多样性的长期累积影响在很大程度上仍然未知。本研究将这些影响整合到基于北海的生命周期评估的表征因素中,并说明了其应用。我们的结果表明,在OWF运行期间,对居住在OWF内原始沙底的底栖群落没有净不利影响。人工珊瑚礁可能导致物种丰富度增加一倍,物种丰富度增加两个数量级。海底占用还将导致软沉积物中生物多样性的轻微损失。我们的结果对拖网捕捞的避免益处尚无定论。已开发的表征因子量化了OWF运营中与生物多样性相关的影响,为在生命周期评估中更好地表示生物多样性提供了垫脚石。
    Large-scale offshore wind energy developments represent a major player in the energy transition but are likely to have (negative or positive) impacts on marine biodiversity. Wind turbine foundations and sour protection often replace soft sediment with hard substrates, creating artificial reefs for sessile dwellers. Offshore wind farm (OWF) furthermore leads to a decrease in (and even a cessation of) bottom trawling, as this activity is prohibited in many OWFs. The long-term cumulative impacts of these changes on marine biodiversity remain largely unknown. This study integrates such impacts into characterization factors for life cycle assessment based on the North Sea and illustrates its application. Our results suggest that there are no net adverse impacts during OWF operation on benthic communities inhabiting the original sand bottom within OWFs. Artificial reefs could lead to a doubling of species richness and a two-order-of-magnitude increase of species abundance. Seabed occupation will also incur in minor biodiversity losses in the soft sediment. Our results were not conclusive concerning the trawling avoidance benefits. The developed characterization factors quantifying biodiversity-related impacts from OWF operation provide a stepping stone toward a better representation of biodiversity in life cycle assessment.
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  • 文章类型: Journal Article
    为了建立蒙古caddisfly动物区系的生物地理亲和力,分析了我们的动物性研究的发表记录和结果。这项研究捕获了来自湖边386个地点的47,000多名成年人。池塘,溪流/河流,和蒙古十个子盆地的泉水使用Malaise陷阱,空中清扫,和紫外线灯。总的来说,已经记录了201种,据我们估计,蒙古可能有大约269种。在家庭水平的物种丰富度比较中,limnephilidae和钩端科是物种最丰富的。短形神经科,舌科,而Psychomyiidae的物种丰富度较低,但是就丰度和/或来自多个子盆地的样品中的出现百分比而言,它们包括了最主要的物种。比较子盆地,Selenge具有最高的Shannon多样性(H\'=3.3),戈壁子流域具有最低的多样性(H\'=1.5)。根据Jaccard相似度指数,蒙古十个子盆地的caddisfly物种组合分为两个主要组:一组包括Selenge,Shishkhed,Bulgan,Tes,和大湖区次盆地的萧条;另一组包括Kherlen,Onon,KhalkhGol,湖泊之谷,和戈壁子盆地。大多数蒙古物种由东古北类群组成,西古和近北地区的代表比例很小,而东方地区的代表比例甚至更低,这表明蒙古戈壁滩是,一直以来,对中国和蒙古之间的caddisfly物种分布构成重大障碍。
    To establish the biogeographic affinities of the caddisfly fauna of Mongolia, published records and results of our faunistic studies were analyzed. This study captured more than 47,000 adults collected from 386 locations beside lakes, ponds, streams/rivers, and springs in ten sub-basins of Mongolia using Malaise traps, aerial sweeping, and ultraviolet lights. In total, 201 species have been recorded, and approximately 269 species may occur in Mongolia according to our estimation. In a comparison of species richness for the family level, the Limnephilidae and Leptoceridae were the richest in species. The families Brachycentridae, Glossosomatidae, and Psychomyiidae had low species richness, but they included the most dominant species in terms of abundance and/or the percentage of occurrence in the samples from multiple sub-basins. Comparing the sub-basins, the Selenge had the highest Shannon diversity (H\' = 3.3) and the Gobi sub-basin had the lowest (H\' = 1.5). According to the Jaccard index of similarity, caddisfly species assemblages of Mongolia\'s ten sub-basins were divided into two main groups: One group includes the Selenge, Shishkhed, Bulgan, Tes, and Depression of Great Lakes sub-basins; the other group includes the Kherlen, Onon, Khalkh Gol, Valley of Lakes, and Gobi sub-basins. The majority of Mongolian species were composed of East Palearctic taxa, with a small percentage of West Palearctic and Nearctic representatives and an even smaller percentage from the Oriental region, suggesting that the Mongolian Gobi Desert is, and has been, a significant barrier to the distribution of caddisfly species between China and Mongolia.
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