促进土壤研究数据的有效再利用:BonaRes资源库

IF 4 2区 农林科学 Q2 SOIL SCIENCE
Susanne Lachmuth, Cenk Dönmez, Carsten Hoffmann, Xenia Specka, Nikolai Svoboda, Katharina Helming
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引用次数: 0

摘要

土壤在应对气候变化、农业粮食系统和生态系统服务等复杂挑战方面发挥着至关重要的作用。这种重要性使得土壤研究数据与元分析、研究综合、建模和评估高度相关。随着数据密集型技术在研究全球变化对农业系统影响方面的普及,有效的数据管理和再利用至关重要。遵循FAIR(可查找性、可访问性、互操作性和可重用性)原则的存储库对于最大化研究数据的价值和效率至关重要。虽然在开放存取存储库中发布对于数据可重用性是必要的,但仅靠它是不够的。专门的存储库通过有针对性的元数据和技术框架解决特定学科的需求,从而增强了数据重用的潜力。BonaRes存储库是为农业土壤研究数据开发的,以FAIR原则为指导,重点是数据的可重用性。在这里,我们介绍了存储库的基础设施和服务,包括用于数据质量保证和土壤剖面管理以及长期田间试验数据的专用工具。我们强调这些基础设施和服务促进数据出版和再利用的能力,特别是在土壤和农业科学方面。我们回顾了数据重用的例子,强调了它们对理解土壤和农业系统的科学贡献。最后,我们讨论了实现公平和开放土壤数据发布和可重用性的剩余挑战。从2018年至今,BonaRes存储库已促进了815次数据发布;62篇论文重复使用了已发表的数据。重用的应用范围很广——从提取研究地点元数据或环境协变量,到根据新的研究问题重新分析(元)数据,再到开发场景并进行模型校准和评估。从我们对数据重用的回顾中得出的一个关键见解是,研究人员经常应用重用的数据来推进方法开发。诸如互惠元数据收集和整合到更大的国家和国际研究数据基础设施中的举措将进一步扩大存储库数据的范围和重用,包括在更广泛的农业系统科学中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Facilitating Effective Reuse of Soil Research Data: The BonaRes Repository

Facilitating Effective Reuse of Soil Research Data: The BonaRes Repository

Soil plays a paramount role in addressing complex challenges related to climate change, the agri-food system, and ecosystem services. This importance makes soil research data highly relevant for meta-analysis, research synthesis, modelling, and assessment. As data-intensive techniques proliferate in studying global change impacts on agricultural systems, effective data management and reuse are essential. Repositories that adhere to the FAIR (Findability, Accessibility, Interoperability, and Reusability) principles are crucial for maximizing the value and efficiency of research data. While publishing in an Open Access repository is necessary for data reusability, it alone is not sufficient. Specialized repositories enhance data reuse potential by addressing discipline-specific needs through targeted metadata and technical frameworks. The BonaRes Repository was developed for agricultural soil research data and is guided by the FAIR principles, with a focus on data reusability. Here, we introduce the repository's infrastructures and services, including specialized tools for data quality assurance and the management of soil profile as well as long-term field experiment data. We emphasize the ability of these infrastructures and services to promote data publication and reuse specifically in soil and agricultural sciences. We review examples of data reuse, highlighting their scientific contributions to the understanding of soil and agricultural systems. Finally, we discuss the remaining challenges in achieving FAIR and open soil data publication and reusability. From 2018 to date, the BonaRes Repository has facilitated 815 data publications; 62 papers have reused the published data. Reuse applications range widely—from extracting study site metadata or environmental covariates to reanalysing (meta)data in light of new research questions, to developing scenarios and conducting model calibration and evaluation. A key insight from our review of data reuse is that researchers frequently apply reused data to advance method development. Initiatives such as reciprocal metadata harvesting and integration into larger national and international research data infrastructure will further expand the scope and reuse of the repository's data, including in broader agrosystems science.

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来源期刊
European Journal of Soil Science
European Journal of Soil Science 农林科学-土壤科学
CiteScore
8.20
自引率
4.80%
发文量
117
审稿时长
5 months
期刊介绍: The EJSS is an international journal that publishes outstanding papers in soil science that advance the theoretical and mechanistic understanding of physical, chemical and biological processes and their interactions in soils acting from molecular to continental scales in natural and managed environments.
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