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Distributed Team Working - Approaches for DiSSCo 分布式团队工作 - DiSSCo 的方法
Pub Date : 2023-11-20 DOI: 10.3897/rio.9.e115454
Helen Hardy, Lisa French, Josh Humphries, Sabine von Mering, Peter Giere, Frederik Berger, Anne Koivunen, Jonas Grieb, Martin Vipp, Vincent Smith
As a highly decentralised research infrastructure, the Distributed System of Scientific Collections (DiSSCo) will need to develop cross-institutional teams, adopting work practices where individual staff are intensively working collectively on common tasks in a distributed environment. These flexible and distributed working practices will be essential to the delivery of the research infrastructure across a wide range of delivery partners and a geographically dispersed set of scarce resources and skills, particularly in more technical roles. Since work to consider secondment and distributed working in DiSSCo was first envisaged, there has been a step change in distributed working owing to the Covid-19 pandemic and lockdowns or other restrictions to where work could take place. This report examines distributed team working practices and how they have changed, through interviews with a range of key roles across DiSSCo Prepare institutions. It briefly examines key project management and technical team delivery techniques. It documents how some of these approaches have been piloted within DiSSCo Prepare for the development, testing and delivery of DiSSCo Policy and Digital Maturity tools. Finally, bringing this together with previous work on secondment policies and practices for DiSSCo, we make recommendations about how secondment and distributed team working can be approached to enhance DiSSCo capabilities and the likelihood of successful implementation of the research infrastructure.
作为一个高度分散的研究基础设施,分布式科学收藏系统(DiSSCo)将需要发展跨机构团队,采用工作人员在分散环境中集中集体完成共同任务的工作方式。这些灵活和分布式的工作方法对于在广泛的交付合作伙伴和地理上分散的稀缺资源和技能(特别是技术性较强的角色)之间交付研究基础设施至关重要。自从 DiSSCo 开始考虑借调和分布式工作以来,由于 Covid-19 大流行病以及对工作地点的封锁或其他限制,分布式工作发生了重大变化。本报告通过对 DiSSCo 准备机构的一系列关键角色进行访谈,研究了分布式团队工作实践及其如何变化。报告简要介绍了主要的项目管理和技术团队交付技术。它记录了其中一些方法是如何在 DiSSCo Prepare 内进行试点的,以开发、测试和交付 DiSSCo 政策和数字成熟度工具。最后,结合以前为 DiSSCo 开展的借调政策和实践工作,我们就如何借调和分布式团队工作提出了建议,以提高 DiSSCo 的能力和成功实施研究基础设施的可能性。
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引用次数: 0
Leaping into the future: Current application and future direction of computer vision and artificial intelligence in marine sciences in South Africa 跃向未来:计算机视觉和人工智能在南非海洋科学中的当前应用和未来方向
Pub Date : 2023-11-16 DOI: 10.3897/rio.9.e112231
Charlene da Silva, T. Samaai, S. Kerwath, Luther Adams, Katie M Watson, Anthony Bernard, Grant van der Heever, Andrea Angel, Stefan Schoombie, Guilherme Frainer, Mari-Lisa Franken, Adam Rees, Angus Paterson
The inaugural Computer Vision for Marine Scientists workshop was held at the 17th South African Marine Science Symposium, with the primary goal of establishing a community of practice for computer vision (CV) in marine sciences in South Africa. The one-day hybrid event, attended by 97 people, covered the principles of artificial intelligence (AI) techniques required for evaluating video and photographic imagery through presentations, practical demonstrations and interactive discussions. The recordings of the workshop sessions are available online, providing an opportunity to reach marine researchers both regionally and globally. The workshop highlighted that many scientists have begun to incorporate CV and AI into their research activities; however, there is little national coordination and the extent of research is lagging behind international trends. To support image-based AI research in South Africa, it is critical to maintain and expand the network established during the workshop. This would enable a more collaborative and successful approach to incorporating CV technology in the country's marine research initiatives, ultimately leading to ground-breaking discoveries and advancements in the field.
首届海洋科学家计算机视觉研讨会在第 17 届南非海洋科学研讨会上举行,其主要目标是在南非建立一个海洋科学计算机视觉(CV)实践社区。这次为期一天的混合活动有 97 人参加,通过演讲、实际演示和互动讨论,介绍了评估视频和摄影图像所需的人工智能 (AI) 技术原理。研讨会课程的录音可在网上获取,为该地区和全球的海洋研究人员提供了一个机会。研讨会强调,许多科学家已开始将履历和人工智能纳入他们的研究活动;然而,国家协调很少,研究程度落后于国际趋势。为了支持南非基于图像的人工智能研究,保持和扩大研讨会期间建立的网络至关重要。这将有助于以更加协作和成功的方式将 CV 技术纳入该国的海洋研究计划,最终促成该领域的突破性发现和进步。
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引用次数: 0
Biospeckle Laser On Clouds, a digital gateway aiming at collaborative research improvement 云上的生物斑点激光,旨在改善合作研究的数字网关
Pub Date : 2023-11-03 DOI: 10.3897/rio.9.e114736
Roberto Braga, Robson Godinho
The Dynamic Laser Speckle (DLS) is a photonic phenomenon transformed into a technique to monitor tiny changes in many materials, particularly in biological ones (Biospeckle Laser – BSL). Its high sensitivity is key to monitor tiny changes in the tissues that can characterise biological features in medical and in agricultural samples. This work aimed to develop an environment at the world-wide-web to share raw data of BSL and to offer access to an interactively online analysis with tutorials. The gateway designed was implemented using PHP and JavaScript tools solving the challenges of managing data (images) and online interactive use. The result was an easy-to-use environment boosting the BSL research. The early results presented thousands of accesses and of more than one hundred different users from all around the world.
动态激光散斑(DLS)是一种将光子现象转化为监测许多材料,特别是生物材料微小变化的技术(生物散斑激光- BSL)。它的高灵敏度是监测组织微小变化的关键,这些变化可以表征医学和农业样本中的生物特征。这项工作的目的是在万维网上开发一个环境,以共享车贴语的原始数据,并提供访问交互式在线分析教程。设计的网关使用PHP和JavaScript工具实现,解决了管理数据(图像)和在线交互使用的挑战。其结果是一个易于使用的环境,促进了车贴语的研究。早期的结果显示了来自世界各地的数千个访问和100多个不同的用户。
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引用次数: 0
Digitisation of natural history collections: criteria for prioritisation 自然历史收藏的数字化:优先顺序的标准
Pub Date : 2023-11-02 DOI: 10.3897/rio.9.e114548
Louise Ahl, Luca Bellucci, Philippa Brewer, Pierre-Yves Gagnier, Elspeth Haston, Laurence Livermore, Sofie De Smedt, Helen Hardy, Henrik Enghoff
There are approximately 1.5 billion specimens kept in European Natural History Collections. The mission for the Distributed System of Scientific Collections (DiSSCo) is to unite all these specimens into a one-stop e-science infrastructure of digital specimens. This is a monumental digitisation task and criteria for how to prioritise this effort are, therefore, crucial for the success of the project. In this report, we have reviewed the literature and designed and conducted surveys of the digitisation plans and criteria used by DiSSCo Partners to understand the prioritisation criteria used in the digitisation of natural history collections. As an attempt to provide some guidance for the digitisation of specimens, we suggest that an organisation (e.g. DiSSCo or an individual institution) that is planning to digitise natural history collections considers four categories of prioritisation criteria: Relevance, Data quality, Cost and Feasibility.
大约有15亿个标本保存在欧洲自然历史收藏中。分布式科学收藏系统(DiSSCo)的任务是将所有这些标本联合成一个一站式的数字标本电子科学基础设施。这是一项巨大的数字化任务,因此,如何优先考虑这项工作的标准对项目的成功至关重要。在本报告中,我们回顾了文献,设计并进行了DiSSCo合作伙伴使用的数字化计划和标准的调查,以了解自然历史藏品数字化中使用的优先级标准。为了尝试为标本数字化提供一些指导,我们建议计划将自然历史藏品数字化的组织(例如disco或个人机构)考虑四类优先标准:相关性、数据质量、成本和可行性。
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引用次数: 0
The Nekton Maldives taxonomic workshop: Exploring the biodiversity of shallow, mesophotic and deep-sea communities in Maldives Nekton马尔代夫分类学研讨会:探索马尔代夫浅海、中深水和深海群落的生物多样性
Pub Date : 2023-11-01 DOI: 10.3897/rio.9.e114370
Mohamed Ahusan, Nuria Rico-Seijo, Farah Amjad, Erika Gress, Shafiya Naeem, Toufiek Samaai, Kaveh Samimi-Namin, Lucy Woodall, Paris Stefanoudis
The Nekton Maldives Taxonomic Workshop took place at the Maniyafushi Research Station in the Maldives between 12 and 23 February 2023. This workshop had two primary objectives. Firstly, it aimed to identify species from biological samples and underwater imagery collected during the Nekton Maldives Mission in 2022. Secondly, it sought to facilitate training and knowledge exchange sessions between early career researchers from the Maldives and international taxonomists. These sessions were designed to share knowledge and introduce fundamental taxonomy concepts and enhance practical identification skills for common reef benthic groups and major zooplankton taxonomic groups. A total of 24 people from 10 different countries were directly or indirectly involved with the workshop comprising nine taxonomic experts, eleven trainees and four organisers. Collectively, we identified 278 biological specimens including potentially undescribed species of hydroids, black corals, sponges and octocorals, 318 morphotypes for underwater footage and zooplankton composition congruent with previous reports from the Indian Ocean Region. Next steps will involve depositing the specimens into a more a permanent facility to facilitate the process of specimen description and knowledge transfer.
Nekton马尔代夫分类学研讨会于2023年2月12日至23日在马尔代夫的Maniyafushi研究站举行。这次研讨会有两个主要目标。首先,它旨在从2022年Nekton马尔代夫任务期间收集的生物样本和水下图像中识别物种。第二,它设法促进来自马尔代夫的早期职业研究人员和国际分类学家之间的培训和知识交流会议。这些课程旨在分享知识和介绍基本的分类概念,并提高对常见的珊瑚礁底栖生物群和主要浮游动物分类群的实际识别技能。共有来自10个不同国家的24人直接或间接参与了研讨会,其中包括9名分类学专家、11名学员和4名组织者。总的来说,我们确定了278个生物标本,包括可能未被描述的水螅类、黑珊瑚、海绵和八栖珊瑚,水下镜头的318种形态和浮游动物组成与印度洋地区的先前报告一致。接下来的步骤将包括将标本存放到更永久的设施中,以促进标本描述和知识转移的过程。
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引用次数: 0
How FDO attributes can support machine- and human-readability? - a description along three examples FDO属性如何支持机器和人类的可读性?-三个例子的描述
Pub Date : 2023-10-30 DOI: 10.3897/rio.9.e108737
Ulrich Schwardmann, Tibor Kálmán
Based on the notion of a FAIR Digital Object (FDO) record, which consists of key-value pairs as attributes that are precisely defined in a Data Type Registry and selected in a profile, we show three examples of FDOs from different viewpoints how FDO records can be implemented as Handle PID records. As references to the attribute definitions, the keys determine the value space of the attribute. In the first two examples, the profiles enable human-readable keys and legacy digital objects to be integrated into FDO records. How legacy metadata from IANA media types that can be transformed into structured metadata of appropriate attribute definitions that then can be applied in profiles and FDO records, is described in the third example.
基于FAIR数字对象(FDO)记录的概念,它由键值对组成,作为在数据类型注册表中精确定义并在配置文件中选择的属性,我们从不同的角度展示了FDO记录如何作为Handle PID记录实现的三个FDO示例。作为对属性定义的引用,键决定属性的值空间。在前两个示例中,配置文件允许将人类可读的键和遗留数字对象集成到FDO记录中。第三个示例描述了如何将来自IANA媒体类型的遗留元数据转换为具有适当属性定义的结构化元数据,然后将其应用于概要文件和FDO记录。
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引用次数: 0
Developing responsible AI practices at the Smithsonian Institution 在史密森学会发展负责任的人工智能实践
Pub Date : 2023-10-25 DOI: 10.3897/rio.9.e113334
Rebecca Dikow, Corey DiPietro, Michael Trizna, Hanna BredenbeckCorp, Madeline Bursell, Jenna Ekwealor, Richard Hodel, Nilda Lopez, William Mattingly, Jeremy Munro, Richard Naples, Candace Oubre, Drew Robarge, Sara Snyder, Jennifer Spillane, Melinda Jane Tomerlin, Luis Villanueva, Alexander White
Applications of artificial intelligence (AI) and machine learning (ML) have become pervasive in our everyday lives. These applications range from the mundane (asking ChatGPT to write a thank you note) to high-end science (predicting future weather patterns in the face of climate change), but, because they rely on human-generated or mediated data, they also have the potential to perpetuate systemic oppression and racism. For museums and other cultural heritage institutions, there is great interest in automating the kinds of applications at which AI and ML can excel, for example, tasks in computer vision including image segmentation, object recognition (labelling or identifying objects in an image) and natural language processing (e.g. named-entity recognition, topic modelling, generation of word and sentence embeddings) in order to make digital collections and archives discoverable, searchable and appropriately tagged. A coalition of staff, Fellows and interns working in digital spaces at the Smithsonian Institution, who are either engaged with research using AI or ML tools or working closely with digital data in other ways, came together to discuss the promise and potential perils of applying AI and ML at scale and this work results from those conversations. Here, we present the process that has led to the development of an AI Values Statement and an implementation plan, including the release of datasets with accompanying documentation to enable these data to be used with improved context and reproducibility (dataset cards). We plan to continue releasing dataset cards and for AI and ML applications, model cards, in order to enable informed usage of Smithsonian data and research products.
人工智能(AI)和机器学习(ML)的应用已经在我们的日常生活中无处不在。这些应用程序的范围从普通的(让ChatGPT写一封感谢信)到高端科学(在气候变化的情况下预测未来的天气模式),但是,由于它们依赖于人类生成或中介的数据,它们也有可能使系统性压迫和种族主义永续下去。对于博物馆和其他文化遗产机构来说,人们对人工智能和机器学习擅长的各种应用程序的自动化非常感兴趣,例如,计算机视觉中的任务,包括图像分割、对象识别(标记或识别图像中的对象)和自然语言处理(例如命名实体识别、主题建模、生成单词和句子嵌入),以使数字收藏品和档案可被发现。可搜索和适当标记。在史密森学会(Smithsonian Institution)的数字空间工作的工作人员、研究员和实习生组成了一个联盟,他们要么使用人工智能或机器学习工具进行研究,要么以其他方式与数字数据密切合作,他们聚集在一起讨论大规模应用人工智能和机器学习的前景和潜在风险,以及这些对话的结果。在这里,我们介绍了导致人工智能价值观声明和实施计划发展的过程,包括发布数据集和随附文档,以使这些数据能够在改进的背景和可重复性(数据集卡)下使用。我们计划继续发布数据集卡,以及用于AI和ML应用程序的模型卡,以便能够明智地使用史密森尼的数据和研究产品。
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引用次数: 0
Methodology to evaluate the effectiveness of hydromorphological restoration of rivers in Romania 评价罗马尼亚河流水文形态恢复效果的方法学
Pub Date : 2023-10-24 DOI: 10.3897/rio.9.e113991
Gabriela Ioana-Toroimac, Gabriela Moroșanu, Dana Constantin, Cătălina Stoica, Ionuț Șandor
In the context of the requirements of the Water Framework Directive to reinstate a river’s good ecological status after being severely altered by human pressures, river restoration became a major topic in the last decade in the EU and the number of projects implemented especially on hydromorphology increased. However, it is still uncertain whether these restoration measures have positive cumulative effects, i.e. hydromorphological effectiveness, when compared to reference conditions and expectations of stakeholders, because of inconsistent methodologies. Therefore, the goal of our project is to develop a methodology to evaluate the hydromorphological effectiveness of river restoration, based on standardised indicators, at various spatial scales, appropriate for implemented measures and for restored river types, weighting the expectations of actors and adapted to case studies in Romania. This methodological protocol could become also a useful tool to create a strategy and make decisions in the practice of river restoration. Moreover, this kind of analysis could contribute to clarifying the issue of standards in environmental projects.
在《水框架指令》要求恢复受人类压力严重改变的河流的良好生态状态的背景下,河流恢复成为欧盟过去十年的一个主要话题,特别是在水文形态方面实施的项目数量有所增加。然而,由于方法不一致,这些恢复措施是否具有积极的累积效应,即水文形态有效性,与参考条件和利益相关者的期望相比,仍然不确定。因此,我们项目的目标是开发一种方法,以各种空间尺度的标准化指标为基础,评估河流恢复的水文形态有效性,适用于实施的措施和恢复的河流类型,权衡参与者的期望,并适应罗马尼亚的案例研究。这种方法学协议也可以成为在河流恢复实践中制定战略和决策的有用工具。此外,这种分析有助于澄清环境项目的标准问题。
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引用次数: 0
Targeting Proteus mirabilis BAM Complex Proteins for Development of Novel Antibiotics 靶向奇异变形杆菌BAM复合蛋白开发新型抗生素
Pub Date : 2023-10-19 DOI: 10.3897/rio.9.e106849
Raphael Abban, Sarpong Kwabena, Samuel Duodu, Lydia Mosi, Isawumi Abiola
Urinary tract infections (UTIs) are frequent hospital-acquired infection, with Escherichia coli and Proteus mirabilis accounting for 90% of complicated UTIs. Emergence of multidrug-resistant (MDR) bacteria have complicated the treatment UTIs. P. mirabilis related UTIs has been associated with the production of urinary stones and long-term infections in patients with catheters. P. mirabilis and other uropathogens constitute a largely unexplored pathogen group. The pathogen is resistant to most antibiotics as a result of its impermeable outer membrane (OM). The β-barrel assemble machinery folds and inserts outer membrane proteins; however, there are no antibiotics targeting the OM assemble in clinical use currently. Therefore, this study seeks to identify drugs that will inhibit the activity of P. mirabilis B complex proteins and also determine their effects on P. mirabilis OM biogenesis. This would be achieved by screening approved drugs against the P. mirabilis Bam complex using computer-based in silico screening and cellular-based assays. First, the binding effects of drugs on P. mirabilis B complex proteins will be determined using docking algorithms. The antimicrobial and antivirulence activity of selected drugs from in silico analysis will be screened against MDR P. mirabilis . Finally, the effect of active drug(s) on the OM biogenesis of wild-type P. mirabilis and mutant P. mirabilis will be determined using peptide nucleic acids (PNA). Western lot analysis will be used to determine the abundance of proteins involved in OM biogenesis. Successful completion of this study will lead to the identification of novel antibiotics against MDR P. mirabilis and associated mechanisms while providing the foundation for future research endeavours on other uropathogens.
尿路感染是常见的医院获得性感染,大肠杆菌和奇异变形杆菌占并发症尿路感染的90%。耐多药细菌(MDR)的出现使尿路感染的治疗复杂化。与奇异杆菌相关的尿路感染与尿路结石的产生和导尿管患者的长期感染有关。奇异单胞杆菌和其他泌尿系统病原体构成了一个很大程度上未被探索的病原体群。由于其不渗透的外膜(OM),病原体对大多数抗生素具有耐药性。β-桶式组装机折叠插入外膜蛋白;然而,目前临床上还没有针对OM集合体的抗生素。因此,本研究旨在寻找能够抑制P. mirabilis B复合物蛋白活性的药物,并确定其对P. mirabilis OM生物发生的影响。这将通过使用基于计算机的硅筛选和基于细胞的测定来筛选针对P. mirabilis Bam复合物的批准药物来实现。首先,将使用对接算法确定药物对P. mirabilis B复合体蛋白的结合作用。从计算机分析中选择的药物的抗菌和抗毒活性将对耐多药奇异杆菌进行筛选。最后,利用肽核酸(PNA)测定活性药物对野生型和突变型奇异假单胞菌OM生物发生的影响。Western lot分析将用于确定参与OM生物发生的蛋白质的丰度。本研究的成功完成将有助于鉴定抗耐多药奇异单胞杆菌的新型抗生素及其相关机制,同时为未来对其他泌尿系统病原体的研究奠定基础。
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引用次数: 0
Electromagnetic radiation as antiviral treatment with a focus on Rabies post-exposure prophylaxis 电磁辐射作为抗病毒治疗,重点是狂犬病暴露后预防
Pub Date : 2023-10-16 DOI: 10.3897/rio.9.e107227
Georgios Dougas
Shortwave and microwave diathermy devices are commonly used in physical therapy as heating treatment. The rise in temperature occurs due to the flow of electric current in the treated area. Ions are evenly distributed in a predicted pattern from skin to deeper tissues. We hypothesise that the diathermy physiotherapy devices (DPDs) can be repurposed as a means of neutralisation of the Rabies virus (RABV) by exploiting the generated electric charges. In order to minimise the ohmic heating of the tissue, the pulsed output of the diathermy devices is preferred where the ‘on’ time of active energy emission is considerably shorter than the ‘off’ time. RABV proteins mediating cell invasion, cytoplasmic replication and budding, contain polar components that can be adversely affected by non-thermal electric phenomena. Repurposed DPDs can replace the Rabies immunoglobulin (RIG) by targeting the site of inoculation i.e. the area of the animal bite, provided that the delivered electric charges can reduce pathogenicity by altering key viral proteins. The modality is advantageous compared to conventional RIG since it can theoretically neutralise all Lyssavirus species, is not limited by the compartment syndrome, can intercept RABV even after it gains access to the peripheral neural network where conventional post-exposure prophylaxis is ineffective and is cost-effective in the long term. The principle of physical alteration of vulnerable proteins by electricity delivered by electromagnetic radiation is not limited to RABV, but may be applied to a spectrum of viral pathogens.
短波和微波透热装置通常用于物理治疗作为加热治疗。温度的升高是由于在处理区域的电流流动引起的。离子以可预测的模式从皮肤均匀分布到深层组织。我们假设,透热物理治疗装置(DPDs)可以重新利用产生的电荷作为中和狂犬病病毒(RABV)的手段。为了最大限度地减少组织的欧姆加热,在主动能量发射的“开启”时间比“关闭”时间短得多的情况下,透热装置的脉冲输出是优选的。RABV蛋白介导细胞侵袭、细胞质复制和出芽,含有极性成分,可受到非热电现象的不利影响。重新利用的DPDs可以通过靶向接种部位(即动物咬伤区域)来替代狂犬病免疫球蛋白(RIG),前提是所传递的电荷可以通过改变关键的病毒蛋白来降低致病性。与传统的RIG相比,这种方式是有利的,因为它理论上可以中和所有溶菌病毒,不受室综合征的限制,即使在RABV进入外周神经网络之后也可以拦截RABV,而传统的暴露后预防是无效的,从长远来看是具有成本效益的。电磁辐射传递的电对易感蛋白质的物理改变的原理不仅限于RABV,而且可以应用于病毒病原体的光谱。
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引用次数: 0
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