The FAIR principles as a key enabler to operationalize safe and sustainable by design approaches

Achilleas Karakoltzidis, Chiara Laura Battistelli, Cecilia Bossa, Evert A. Bouman, Irantzu Garmendia Aguirre, Ivo Iavicoli, Maryam Zare Jeddi, Spyros Karakitsios, Veruscka Leso, Magnus Løfstedt, Barbara Magagna, Denis Sarigiannis, Erik Schultes, Lya G. Soeteman-Hernández, Vrishali Subramanian and Penny Nymark
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Abstract

Safe and sustainable development of chemicals, (advanced) materials, and products is at the heart of achieving a healthy future environment in line with the European Green Deal and the Chemicals Strategy for Sustainability. Recently, the Joint Research Center (JRC) of the European Commission (EC) developed the safe and sustainable by design (SSbD) framework for definition of criteria and evaluation procedure proposed to be established in Research and Innovation (R&I) activities. The framework aims to support the design of chemicals, materials and products that provide desirable functions (or services), while simultaneously minimizing the risk for harmful impacts to human health and the environment. While many industrial sectors already consider such aspects during R&I, the framework aims to harmonize safety and sustainability assessment across diverse sectors and innovation strategies to meet the mentioned overarching policy goals. A cornerstone to successfully implement and operationalize the SSbD framework lies in the availability of high-quality data and tools, and their interoperability, aspects which also play a key role in ensuring transparency and thereby trust in the assessment outcomes. Availability of data and tools depend on their machine-actionability in terms of findability, accessibility, interoperability, and reusability, in line with the FAIR principles. The principles were developed in order to harmonize digitalization across all data domains, supporting unanticipated data-driven “seamless” integration of information and generation of new knowledge. Here we discuss the essentiality of FAIR data and tools to operationalize SSbD providing views and examples of activities within the European Partnership for the Assessment of Risks from Chemicals (PARC). The discussion covers five areas previously brought up in relation to the SSbD framework, and which are highly dependent on implementation of the FAIR principles; (i) digitalization to leverage innovation towards a green transition; (ii) existing data sources and their interoperability; (iii) navigating SSbD with data from new scientific developments (iv) transparency and trust through automated assessment of data quality and uncertainty; and (v) “seamless” integration of SSbD tools.

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FAIR 原则是落实安全和可持续设计方法的关键因素
化学品、(先进)材料和产品的安全和可持续发展是实现符合欧洲绿色交易和化学品可持续发展战略的健康未来环境的核心。最近,欧盟委员会(EC)联合研究中心(JRC)制定了安全与可持续设计(SSbD)框架,用于定义研究与创新(R&I)活动中建议建立的标准和评估程序。该框架旨在支持化学品、材料和产品的设计,以提供理想的功能(或服务),同时最大限度地降低对人类健康和环境造成有害影响的风险。虽然许多工业部门已经在研发和创新过程中考虑了这些方面,但该框架旨在协调不同部门和创新战略的安全和可持续性评估,以实现上述总体政策目标。成功实施和操作 SSbD 框架的基石在于高质量数据和工具的可用性及其互操作性,这些方面在确保透明度,从而确保对评估结果的信任方面也发挥着关键作用。数据和工具的可用性取决于它们在可查找性、可获取性、互操作性和可重用性方面的机器可操作性,这与 FAIR 原则是一致的。制定这些原则是为了协调所有数据领域的数字化工作,支持由数据驱动的意想不到的 "无缝 "信息整合和新知识生成。在此,我们将讨论 FAIR 数据和工具在 SSbD 操作中的重要性,并提供欧洲化学品风险评估伙伴关系(PARC)内部活动的观点和实例。讨论涉及以前提出的与 SSbD 框架有关的五个领域,这些领域在很大程度上取决于 FAIR 原则的实施;(i) 数字化,利用创新实现绿色转型;(ii) 现有数据源及其互操作性;(iii) 利用新科学发展的数据导航 SSbD;(iv) 通过自动评估数据质量和不确定性实现透明度和信任;以及 (v) SSbD 工具的 "无缝 "集成。
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