Faculty of Science, University of Potsdam, Potsdam, Brandenburg, 14476, Germany.
SB Science Management UG (Haftungsbeschränkt), Berlin, Berlin, 12163, Germany.
F1000Res. 2020 Dec 4;9:1398. doi: 10.12688/f1000research.27500.2. eCollection 2020.
Today, academic researchers benefit from the changes driven by digital technologies and the enormous growth of knowledge and data, on globalisation, enlargement of the scientific community, and the linkage between different scientific communities and the society. To fully benefit from this development, however, information needs to be shared openly and transparently. Digitalisation plays a major role here because it permeates all areas of business, science and society and is one of the key drivers for innovation and international cooperation. To address the resulting opportunities, the EU promotes the development and use of collaborative ways to produce and share knowledge and data as early as possible in the research process, but also to appropriately secure results with the European strategy for Open Science (OS). It is now widely recognised that making research results more accessible to all societal actors contributes to more effective and efficient science; it also serves as a boost for innovation in the public and private sectors. However for research data to be findable, accessible, interoperable and reusable the use of standards is essential. At the metadata level, considerable efforts in standardisation have already been made (e.g. Data Management Plan and FAIR Principle etc.), whereas in context with the raw data these fundamental efforts are still fragmented and in some cases completely missing. The CHARME consortium, funded by the European Cooperation in Science and Technology (COST) Agency, has identified needs and gaps in the field of standardisation in the life sciences and also discussed potential hurdles for implementation of standards in current practice. Here, the authors suggest four measures in response to current challenges to ensure a high quality of life science research data and their re-usability for research and innovation.
如今,学术研究人员受益于数字技术带来的变革以及知识和数据的飞速增长,包括全球化、科研群体的扩大,以及不同科研群体与社会之间的联系。然而,要想充分利用这一发展,信息需要公开透明地共享。数字化在这方面发挥着重要作用,因为它渗透到商业、科学和社会的各个领域,是创新和国际合作的关键驱动力之一。为了利用由此产生的机遇,欧盟推动尽早在研究过程中开发和使用协作方式来生成和共享知识与数据,并通过欧洲开放科学战略(OS)适当保护成果。现在人们普遍认识到,使研究成果更容易为所有社会行为者所获取,有助于提高科学的有效性和效率;这也为公共和私营部门的创新提供了助力。然而,要使研究数据具有可发现性、可访问性、互操作性和可重用性,就必须使用标准。在元数据层面,标准化工作已经取得了相当大的进展(例如,数据管理计划和 FAIR 原则等),而在原始数据方面,这些基本工作仍然支离破碎,在某些情况下甚至完全缺失。CHARME 联盟由欧洲科学技术合作组织(COST)资助,该联盟已经确定了生命科学领域标准化方面的需求和差距,并讨论了在当前实践中实施标准的潜在障碍。在这里,作者提出了四项措施来应对当前的挑战,以确保生命科学研究数据的高质量及其可用于研究和创新的可重用性。