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Deep learning in terrestrial conservation biology. 陆地保护生物学中的深度学习。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2024-01-16 DOI: 10.1007/s42977-023-00200-4
Zoltán Barta

Biodiversity is being lost at an unprecedented rate on Earth. As a first step to more effectively combat this process we need efficient methods to monitor biodiversity changes. Recent technological advance can provide powerful tools (e.g. camera traps, digital acoustic recorders, satellite imagery, social media records) that can speed up the collection of biological data. Nevertheless, the processing steps of the raw data served by these tools are still painstakingly slow. A new computer technology, deep learning based artificial intelligence, might, however, help. In this short and subjective review I oversee recent technological advances used in conservation biology, highlight problems of processing their data, shortly describe deep learning technology and show case studies of its use in conservation biology. Some of the limitations of the technology are also highlighted.

地球上的生物多样性正在以前所未有的速度丧失。作为更有效地应对这一进程的第一步,我们需要高效的方法来监测生物多样性的变化。最近的技术进步提供了强大的工具(如相机陷阱、数字声音记录器、卫星图像、社交媒体记录),可以加快生物数据的收集。然而,这些工具提供的原始数据的处理步骤仍然非常缓慢。不过,一种新的计算机技术,即基于深度学习的人工智能,可能会有所帮助。在这篇简短而主观的综述中,我将概述最近用于保护生物学的技术进步,强调处理其数据的问题,简要介绍深度学习技术,并展示其在保护生物学中的应用案例研究。此外,还强调了该技术的一些局限性。
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引用次数: 0
Physicochemical and sequence determinants of antiviral peptides. 抗病毒肽的物理化学和序列决定因素。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-10-27 DOI: 10.1007/s42977-023-00188-x
Abhigyan Nath

Antiviral peptides (AVPs) open new possibilities as an effective antiviral therapeutic in the current scenario of evolving drug-resistant viruses. Knowledge about the sequence and structure activity relationship in AVPs is still largely unknown. AVPs and antimicrobial peptides (AMPs) share several common features but as they target different life forms (living organisms and viruses), exploring the differential sequence features may facilitate in designing specific AVPs. The current work developed accurate prediction models for discriminating (a) AVPs from AMPs, (b) Coronaviridae AVPs from other virus family specific AVPs and (c) highly active AVPs (HAA) from lowly active AVPs (LAA). Further explainable machine learning methods (using model agnostic global interpretable methods) are utilized for exploring and interpreting the physicochemical spaces of AVPs, Coronaviridae AVPs and highly active AVPs. To further understand the association of physicochemical space distribution with pIC50 values, regression models were developed and analyzed using accumulated local effects and interaction strength analysis. An independent sample t-test is used to filter out the significant compositional differences between the smaller length HAA and longer length HAA groups. AVPs prefer lower charge/length ratio and basic residues in comparison with AMPs. Coronaviridae family-specific AVPs have lower propensities for basic amino acids, charge and preference for aspartic acid. Further there is prevalence for basic residues in lowly active AVPs as compared to highly active AVPs. Sequence order effects captured in terms of average amino acid pair distances proved to be more constructive in deciphering the sequences of AVPs.

抗病毒肽(AVPs)作为一种有效的抗病毒治疗方法,在当前耐药病毒不断发展的情况下开辟了新的可能性。关于AVP的序列和结构-活性关系的知识在很大程度上仍然未知。AVP和抗菌肽(AMP)有几个共同的特征,但由于它们针对不同的生命形式(活生物体和病毒),探索差异序列特征可能有助于设计特定的AVP。目前的工作开发了准确的预测模型,用于区分(a)AVP和AMP,(b)冠状病毒科AVP和其他病毒家族特异性AVP,以及(c)高活性AVP(HAA)和低活性AVP。进一步的可解释机器学习方法(使用模型不可知的全局可解释方法)被用于探索和解释AVP、冠状病毒科AVP和高活性AVP的物理化学空间。为了进一步了解物理化学空间分布与pIC50值的关联,使用累积局部效应和相互作用强度分析来开发和分析回归模型。使用独立样本t检验来过滤较小长度HAA和较长长度HAA组之间的显著成分差异。与AMP相比,AVP更喜欢较低的电荷/长度比和碱性残基。冠状病毒家族特异性AVP对碱性氨基酸、电荷和天冬氨酸的偏好性较低。此外,与高活性AVP相比,低活性AVP中存在碱性残基的普遍性。根据平均氨基酸对距离捕获的序列顺序效应被证明在破译AVP序列方面更具建设性。
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引用次数: 0
Changes of the composition of the Noctuoidea fauna along a geographical gradient in the northeastern part of the Carpathian Lowland. 喀尔巴阡山脉低地东北部夜蛾科动物群组成沿地理梯度的变化。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2024-02-28 DOI: 10.1007/s42977-024-00210-w
Szabolcs Szanyi, Kálmán Szanyi, Antal Nagy

The northeastern part of the Carpathian Lowland is one of the most species-rich parts of the region, despite the long-term and sometimes extreme changes in land use. The fragmented remains of formerly contiguous forests maintain a significant part of the wildlife living in different oak, mixed oak, and gallery forest, and even faunas of connected grassland habitats. To reveal how the parallel Carpathian and Pannonian effects form the local insect fauna, the Noctuoidea assemblages of eight forest patches were assessed and compared, based on the distribution data of 479 species. Three types of assemblages were designated, with similar diversity but different compositions. The most unique and valuable ones can be found in the colline area of Transcarpathia, where the high habitat diversity supported by the topography promotes the coexistence of the species of humid forest fauna and many steppic and southern elements. The protection and planned management of these remained forest patches and their network in international cooperation can maintain a significant part of the fauna of the affected regions.

喀尔巴阡山脉低地的东北部是该地区物种最丰富的地区之一,尽管土地利用发生了长期、有时甚至是极端的变化。昔日连片森林的破碎遗迹保留了生活在不同橡树林、橡树混交林和长廊林中的大部分野生动物,甚至是相连草原栖息地的动物群落。为了揭示喀尔巴阡山脉和潘诺尼亚山脉的平行影响是如何形成当地昆虫动物群的,我们根据 479 个物种的分布数据,对八个森林斑块的夜蛾类群落进行了评估和比较。结果发现有三种类型的集合体,它们具有相似的多样性,但组成却各不相同。外喀尔巴阡丘陵地带是最独特和最有价值的地区,那里的地形支持了高度的栖息地多样性,促进了湿润森林动物区系物种与许多草原和南方元素的共存。通过国际合作保护和有计划地管理这些残存的森林斑块及其网络,可以维持受影响地区的大部分动物群落。
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引用次数: 0
Moderate mobility and high density in a small area: the population ecology of the marsh fritillary Euphydryas aurinia in Transylvania (Romania). 小区域内的适度流动性和高密度:特兰西瓦尼亚(罗马尼亚)沼泽毛蕊花 Euphydryas aurinia 的种群生态学。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-07-22 DOI: 10.1007/s42977-023-00172-5
Marius Junker, László Rákosy, Thomas Schmitt

The Natura 2000 network is one of the most important tools for nature conservation in the EU. Therefore, knowledge of the ecology of the species listed on the Habitats Directive annexes is of particular relevance. One of these species is the butterfly Euphydryas aurinia. Much is already known about the ecology of this species at the European level, but information on Romania is scarce. Therefore, in a study area northwest of Cluj, the species was intensively studied in a mark-release-recapture study over its entire flight period. The investigated population harboured many individuals and had a high density. The dispersal behaviour of the individuals was somewhat more pronounced than in Mediterranean and partly also high alpine populations, but roughly comparable to other populations of the nominotypic subspecies. Overall, the ecological differences to Central and Western European populations were not very pronounced, and many of the conservation-relevant statements on this species in Central Europe should also be largely valid in Romania.

自然 2000 网络是欧盟自然保护最重要的工具之一。因此,了解《生境指令》附件中所列物种的生态学知识尤为重要。蝴蝶 Euphydryas aurinia 就是其中之一。在欧洲,人们对该物种的生态已经有了很多了解,但有关罗马尼亚的信息却很少。因此,在克卢日西北部的一个研究区域,对该物种的整个飞行期进行了标记-释放-再捕获的深入研究。被调查的种群有很多个体,密度很高。个体的扩散行为比地中海种群和部分高山种群更为明显,但与提名亚种的其他种群大致相当。总体而言,中欧和西欧种群的生态差异并不明显,中欧关于该物种的许多保护声明在罗马尼亚也基本适用。
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引用次数: 0
Patent landscaping and citation network analysis to reveal the global research trends in biopriming using microbial inoculants: an insight toward sustainable agriculture. 专利景观和引文网络分析揭示了使用微生物接种剂生物雾化的全球研究趋势:对可持续农业的洞察。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-11-23 DOI: 10.1007/s42977-023-00194-z
Rahul Thakur, Saurabh Yadav

As an alternative to harmful chemical fertilizers and toward fulfilling Sustainable Development Goals (SDGs) of the United Nations, growth promoting rhizobacterial bioinoculants, emerged as potential players. These act in multifunctional ways, including seed colonization, seed germination, stress tolerance and many more, leading to proper growth and development of plants. Biopriming seeds with these beneficial multi-trait microbes is an effective way to introduce them in the soil, and this is an example of bottom-up approach of rhizosphere engineering. Using such sustainable approach is promising and, to investigate and analyze, their research trends are of prime importance. Thus, data were retrieved using Lens and Scopus databases and used for patent landscaping and citation network analysis, respectively. For patent landscaping, documents obtained using customized keyword search were broadly from the past 35 years (1987-2022) and yielded 114 patents which were manually curated in title, abstract and claims (TAC). From the year 2000, interest in this area was observed which further gained momentum from the year 2008, and a maximum peak was observed in the year 2021. Patent profile (filed, granted and published) showed an upward trend during this tenure (1987-2022). In this research article, we aim to provide an overview of current research in this field, identify research hotspots, project future development prospects and make recommendations for further research. Patent landscaping and citation network analysis were used to analyze the recent trends in biopriming approaches using microbial bioinoculants for the first time to identify progress and hotspots in the field of seed priming with PGPRs.

作为有害化学肥料的替代品和实现联合国可持续发展目标(SDGs),促进生长的根瘤菌生物接种剂成为潜在的参与者。这些基因以多种方式发挥作用,包括种子定植、种子萌发、抗逆性等,从而导致植物的正常生长和发育。利用这些有益的多性状微生物对种子进行生物雾化是一种有效的将其引入土壤的方法,这是根际工程自下而上方法的一个例子。使用这种可持续的方法是有希望的,并且,为了调查和分析,他们的研究趋势是至关重要的。因此,使用Lens和Scopus数据库检索数据,并分别用于专利景观和引文网络分析。对于专利景观,使用自定义关键字搜索获得的文件大致来自过去35年(1987-2022),并获得114项专利,这些专利以标题,摘要和权利要求(TAC)的方式进行手动整理。从2000年开始,人们对这一领域的兴趣从2008年开始进一步增强,并在2021年达到了最高峰。在他任职期间(1987-2022年),专利概况(申请、授权和发布)呈上升趋势。在本研究文章中,我们旨在概述该领域的研究现状,确定研究热点,预测未来的发展前景,并提出进一步研究的建议。通过专利景观分析和引文网络分析,首次分析了利用微生物接种剂进行生物引物研究的最新趋势,确定了PGPRs种子引物研究的进展和热点。
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引用次数: 0
Review on flower-visiting behaviour of orthopterans and setting priorities for further studies. 回顾直翅目昆虫的访花行为并确定进一步研究的重点。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2024-02-13 DOI: 10.1007/s42977-024-00203-9
I A Rácz, Sz Szanyi, A Nagy

The importance of pollination and pollinators is easy to underestimate and impossible to overstate, since its importance goes far beyond the crop production and even the maintenance of plant populations. Most terrestrial ecosystems ultimately depend on the plant-pollinator interactions formed by million years coevolution. This is essential for both the daily functioning of the ecosystems and the long-term development of biodiversity. At the same time, the loss of biodiversity caused by climate change and human activities will soon lead to an ecological crisis, a catastrophe, which could endanger our life: For example, through the decline and loss of various ecosystem services. Such may be the pollination crisis, resulted from a significant loss of pollinating insects' diversity and abundance. The discovery of a pollinator Orthoptera species has encouraged researchers in the densely populated region of Indo-Malaysia to explore the potential role of orthopterans as pollinators. Although the flower visitation of some species has been already known, the role of orthopterans in pollination is scarcely revealed. Here, we collected and reviewed the available data in order to point out some factors of their importance and set priorities that may serve as a basis for further investigations regarding ecological, evolutionary and practical points of view.

授粉和授粉者的重要性很容易被低估,但也不可能被夸大,因为它的重要性远远超出了作物生产,甚至超出了植物种群的维持。大多数陆地生态系统最终都依赖于数百万年共同进化所形成的植物与授粉者之间的相互作用。这对于生态系统的日常运作和生物多样性的长期发展都至关重要。与此同时,气候变化和人类活动造成的生物多样性丧失将很快导致一场生态危机,一场可能危及我们生命的灾难:例如,各种生态系统服务的减少和丧失。授粉昆虫多样性和数量的大量减少可能会导致授粉危机。一种传粉昆虫直翅目昆虫的发现鼓励了印度-马来西亚人口稠密地区的研究人员探索直翅目昆虫作为传粉昆虫的潜在作用。尽管人们已经知道一些物种的访花行为,但对直翅目昆虫在授粉中的作用却知之甚少。在此,我们收集并审查了现有数据,以指出其重要性的一些因素,并确定优先事项,作为从生态学、进化论和实用角度进行进一步研究的基础。
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引用次数: 0
Saccharomyces cerevisiae survival against heat stress entails a communication between CCT and cell wall integrity pathway. 酿酒酵母在高温胁迫下的存活需要CCT和细胞壁完整性通路之间的通信。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-11-15 DOI: 10.1007/s42977-023-00192-1
Ankita Dube, Dileep Pullepu, M Anaul Kabir

The chaperonin TRiC/CCT is cytosolic cylindrical complex of 16 subunits encoded by eight essential genes CCT1-8. It contributes to folding 10% of cellular polypeptides in yeast. The strain carrying substitution point mutation G412E in the equatorial domain of Cct7p resulted in the improper folding of substrates. In this study, the Cct7p mutant exhibited sensitivity to non-optimal growth temperatures and cell wall stressors. Heat shock is known to disrupt cell wall and protein stability in budding yeast. Mitogen-activated protein kinase-mediated cell wall integrity pathway gets activated to compensate the perturbed cell wall. Overexpression of the PKC1 and SLT2 genes of MAPK signaling pathway in mutant rescued the growth and cell division defects. Additionally, the genes of the CWI pathway such as SED1, GFA1, PIR1, and RIM21 are down-regulated. The Cct7p mutant strain (G412E) is unable to withstand the heat stress due to the underlying defects in protein folding and cell wall maintenance. Taken together, our results strongly indicate the interaction between CCT and cell wall integrity pathway.

伴侣蛋白TRiC/CCT是由8个必需基因CCT1-8编码的16个亚基的细胞质圆柱形复合体。它有助于折叠酵母中10%的细胞多肽。在Cct7p的赤道结构域携带G412E取代点突变的菌株导致底物折叠不当。在这项研究中,Cct7p突变体对非最佳生长温度和细胞壁应激源表现出敏感性。众所周知,热休克会破坏出芽酵母的细胞壁和蛋白质稳定性。丝裂原活化蛋白激酶介导的细胞壁完整性通路被激活以补偿受到干扰的细胞壁。突变体中MAPK信号通路PKC1和SLT2基因的过表达挽救了生长和细胞分裂缺陷。此外,CWI通路的SED1、GFA1、PIR1、RIM21等基因下调。Cct7p突变株(G412E)由于蛋白质折叠和细胞壁维持的潜在缺陷而无法承受热应激。综上所述,我们的结果强烈表明CCT与细胞壁完整性途径之间的相互作用。
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引用次数: 0
On the taxonomy of the Thalpophila Hübner, 1820-Olivenebula Kishida and Yoshimoto 1977 generic complex (Lepidoptera, Noctuidae, Xyleninae). 关于胡布纳蟾蜍的分类学,1820 Olivenebula Kishida和Yoshimoto 1977属复合体(鳞翅目、夜蛾科、木犀亚科)。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-11-07 DOI: 10.1007/s42977-023-00186-z
László Ronkay, Gábor Ronkay

The supraspecific taxa of the Thalpophila generic complex are revised, a new genus Dandirania gen. n. and two new subgenera, Confectania subgen. n. and Wallaceania subgen n. are described. The genus Chlorothalpa Beck,1996) and its subgenus Subthalpa Beck, 1996 are reinstated from synonymy with Olivenebula Kishida and Yoshimoto, 1977. The western Palaearctic (European) species associated with Olivenebula are transferred to Chlorothalpa (comb. rev.). A new Chlorothalpa (Subthalpa) species, C. vargazoli sp. n.; a new Olivenebula species, O. (O.) stanegomboci sp. n. and a new subspecies O. (O.) oberthueri thomasbaroni ssp. n.; and two species and a new subspecies of Dandirania, D. (W.) sramkogabori sp. n., D. (W.) alfredrussellwallacei sp. n. and D. (D.) opulenta schreieri ssp. n. are described. Chlorothalpa (C.) graslini (Culot, 1913), Dandirania (D.) opulenta (Butler, 1889) and D. (W.) largeteaui (Oberthür, 1881) are upgraded to species level (stat. rev.).

对水杨属植物群的超特异性分类群、一个新属Dandirania gen.n和两个新亚属Confectania亚属进行了修订。n.和Wallaceania亚属n。百菌Beck属,1996)及其亚属Subthalpa Beck,1996与Olivenebula Kishida和Yoshimoto,1977的同义词恢复。与橄榄属相关的西古北界(欧洲)物种被转移到百菌属(comb.rev.)。一个新的百菌属物种,C.vargazoli sp.n。;一个新的Olivenebula种,O.(O.)stanegomboci sp.n和一个新亚种O.(O.oberthueri thomasbaroni ssp。n丹迪兰属两个种和一个新亚种,D.(W.)sramkogabori sp.n,D.(W.)alfredrussellwallacei sp.n和D.(D.)opulenta schreieri ssp。n.被描述。百菌(C.)graslini(Culot,1913)、丹迪拉尼亚(D.)opulenta(Butler,1889)和D.(W.)largeteaui(Oberthür,1881)被提升到物种水平(stat.rev.)。
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引用次数: 0
Agent-based simulations improve abundance estimation. 基于Agent的模拟改进了丰度估计。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2023-10-15 DOI: 10.1007/s42977-023-00183-2
Péter Sólymos

Abundance is a fundamental characteristic of every biological population and is the focus of many research programs in ecology and conservation. In this paper I give an overview of the challenges of estimating abundance. I argue that truly understanding, validating, and refining the field techniques and quantitative methods used to estimate abundance can largely benefit from agent-based simulations. I illustrate this through the example of bird point counts and introduce the software bSims to test statistical and biological assumptions for estimating abundance and to aid survey design.

丰度是每个生物种群的基本特征,也是生态学和保护学许多研究项目的重点。在这篇论文中,我概述了估算丰度的挑战。我认为,真正理解、验证和完善用于估计丰度的现场技术和定量方法,可以在很大程度上受益于基于代理的模拟。我通过鸟类点计数的例子说明了这一点,并介绍了bSims软件来测试统计和生物学假设,以估计丰度,并帮助调查设计。
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引用次数: 0
Synergy between systematics, biogeography and biodiversity: an honorary volume celebrating the achievements of professor Zoltán S. Varga. 系统学、生物地理学和生物多样性之间的协同作用:庆祝 Zoltán S. Varga 教授成就的荣誉卷。
IF 1.8 4区 生物学 Q3 BIOLOGY Pub Date : 2023-12-01 Epub Date: 2024-02-18 DOI: 10.1007/s42977-024-00207-5
Gábor Sramkó, Zoltán Barta, Tamás Székely
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引用次数: 0
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