As we approach the final stages and months of the project, our partners are now preparing their final reports and recommendations.
February saw the publication of six new reports from Chemistry, Nanomaterials, Social Surveys and Agricultural Biodiversity.

WorldFAIR Training Package: FAIR Chemistry Cookbook (D3.2)
The purpose of this deliverable is to develop a digital web resource that will support various user groups in the chemical sciences and allied fields with training in the FAIR principles and machine-readable chemical data. This “Cookbook” serves as a toolbox of interactive recipes for implementing FAIR at various levels and for various user experience levels, ranging from educators who need demonstration resources for instruction, to students who learn by doing, to practitioners who need a quick orientation on a tool or resource. Read more.

WorldFAIR FAIRification of nanoinformatics tools and models recommendations (D4.2)
This deliverable is targeted towards nanoinformatics model developers and presents a set of recommendations and prototypes for FAIRification of nanoinformatics tools and models. It is also addressing FAIRIfication of the underpinning (and resulting) datasets, and it provides an analysis of the direction FAIRification of nanoinformatics software could/should take. Read more.

WorldFAIR Geochemistry Methodology and Outreach (D5.2)
This report is the result of interactions with the geochemistry community through the OneGeochemistry Initiative, its board members, research infrastructure experts, analytical facilities and international leaders in geochemistry data management systems (EarthChem, DIGIS-GEOROC, AGN–AusGeochem, GFZ Data Services, NFDI4Earth, and EPOS MSL Laboratories). Read more.

WorlWorldFAIR Guidelines for implementing Geochemistry FIPs (D5.3)
Together with the second deliverable (D5.2) which outlined the usefulness and importance of FIPs, this report and the associated reference FIP can be used by the geochemistry community – particularly by data creators and providers – to improve their FAIRness. Read more.

WorldFAIR Pilot Testing Harmonisation Workflows (D6.3)
This report tests out proof-of-concept implementations of the workflows outlined in the second WP report, to trial the use of standardised workflows based on registry services available at the Australian Data Archive (ADA) and Sikt through their respective Colectica registries. The workflow steps are piloted with the International Social Survey Program (ISSP), to evaluate the Cross-Cultural Survey Harmonisation workflow as a suitable process for machine-to-machine based survey harmonisation. Read more.

WorldFAIR Agricultural Biodiversity Standards, Best Practices and Guidelines Recommendations (D10.2)
This report presents the results from the pilot phase of the Case Study. Our effort demonstrates there are several possible paths for FAIRification, tailored to institutional needs, and we have shown that different approaches can contribute to promoting data interoperability and data availability for reuse. We have established concrete guidelines on FAIR data best practices customised for pollination data, metadata, and other digital objects, promoting the scalable adoption of these standards and FAIR data best practices by multiple initiatives. Read more.

WorldFAIR Agricultural Biodiversity Standards, Best Practices and Guidelines Recommendations (D10.2): Tutorial
The aim of this tutorial is to facilitate the standardisation of any spreadsheet containing plant-pollinator interaction data, and sharing the final product in the REBIPP platform. Read more.

WorldFAIR Agricultural biodiversity FAIR data assessment rubrics (D10.3)
We introduce a set of FAIR assessment tools tailored to the plant-pollinator interactions domain. We present a ‘Rubric for the assessment of Plant-Pollinator Interactions Data’ and conduct ‘dataset assessments’ of available data from research projects surveyed in the discovery phase. Read more.


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