Open Science Practices in Integrated Assessment Models.

Open research Europe Pub Date : 2025-06-16 eCollection Date: 2025-01-01 DOI:10.12688/openreseurope.18824.2
Clàudia Rodés-Bachs, Jon Sampedro, Natasha Frilingou, Francesco Gardumi, Camilla Lo Giudice
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引用次数: 0

Abstract

Background: Open science emphasizes the free and accessible dissemination of scholarly outputs to a wide audience, including scientists, stakeholders, and the general public. Its core principle is the open sharing of knowledge to enable reuse, replication, and uphold research integrity.

Methods: Using insights from a survey designed to explore the open science practices within integrated assessment modeling (IAM) teams, as well as the challenges and barriers they face, we propose an open science protocol tailored specifically to the needs of IAMs.

Results: The proposed protocol improves the transparency, accessibility, reliability, reusability, and interoperability of IAM models and results. Grounded in the findability, accessibility, interoperability, and reusability (FAIR) and transparency, responsibility, user focus, sustainability, and technology (TRUST) principles, it supports the transformation of models' outputs into real-world applications.

Conclusions: By fostering enhanced trust and engagement from policymakers, this protocol supports the broader adoption of open science in IAMs. It is complemented by a checklist and includes recommendations for open-source platforms and tools, simplifying workflows and minimizing the need for specialized expertise.

综合评估模型中的开放科学实践。
背景:开放科学强调向包括科学家、利益相关者和公众在内的广泛受众免费和可获取地传播学术成果。其核心原则是知识的开放共享,以实现重用、复制和维护研究的完整性。方法:利用一项旨在探索综合评估建模(IAM)团队中开放科学实践的调查的见解,以及他们面临的挑战和障碍,我们提出了一个专门针对IAM需求的开放科学协议。结果:提出的协议提高了IAM模型和结果的透明度、可访问性、可靠性、可重用性和互操作性。基于可查找性、可访问性、互操作性和可重用性(FAIR)以及透明度、责任、用户关注、可持续性和技术(TRUST)原则,它支持将模型的输出转换为现实世界的应用程序。结论:通过加强政策制定者的信任和参与,该协议支持在iam中更广泛地采用开放科学。它由一个清单补充,包括对开源平台和工具的建议,简化了工作流程并最大限度地减少了对专业知识的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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