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Advancing Interoperability and FAIR Practices: Preliminary results of our project are now published

OSTrails has set the ambitious goal of delivering a FAIR-enhanced, interconnected and machine actionable environment along with the pathways to navigate scientific information shared across services that enable and support planning, tracking and assessing research activities. To realise this, our efforts in the first six months of the project’s establishment have concentrated on understanding the technical capabilities and limitations towards harmonisation of information and practices shared between service providers of SKGs, DMP platforms, and FAIR assessment tools.

More specifically, the consortium has made significant progress in identifying the pathways and drafting the Interoperability Reference Architecture (IRA). Pathways, highlighted in D1.1. Plan-Track-Assess Pathways, are essential blueprints that outline the interactions between DMPs, SKGs and FAIR assessment tools, depicting the sequence of steps and processes required to achieve effective integration and functionality. These pathways help us understand and document the flow of data and operations, ensuring that all components of OSTrails can interact seamlessly to deliver optimal value to researchers, data managers, and other stakeholders.

Our preliminary results depict both the actions that users of the services perform and of the interactions of the services in exchanging information and automating their workflows. So far, three main pathways were identified:

 Generic pathways diagram including all the feedback received d1.1 fig.7

Generic pathways diagram.

 

  • Plan - Focuses on refining the creation and assessment of Data Management Plans (DMPs), enhancing integration with Scientific Knowledge Graphs (SKGs) and repositories, and improving metadata evaluation.
  • Track - Utilizes SKGs to monitor and evaluate the FAIRness of research outputs, recommending better tracking functionalities and integration with DMP platforms and FAIR assessment tools.
  • Assess - Emphasizes comprehensive evaluation tools for DMPs and research outputs, ensuring interoperability with SKGs and repositories, and offering both automated and manual assessment options.

The Interoperability Reference Architecture (IRA), discussed in M4. Interim Products Establishment for Cross-Task Collaboration, complements these pathways by providing a detailed framework that specifies the technical standards and protocols needed to achieve interoperability among these different components. This framework involves developing three key APIs for accessing machine-actionable Data Management Plans (DMPs), Scientific Knowledge Graphs (SKGs), and FAIR assessment tools. The project incorporates insights from other EOSC projects and communities like the Research Data Alliance (RDA) to ensure alignment with current standards. The first stable draft of this architecture is expected to be completed by month 12 of the project.

Current draft of the OSTrails architecture depicting three main components and showing the role of  m4 fig.3

Current draft of the OSTrails architecture depicting three main components and showing the role of Interoperability Frameworks.

The IRA serves as a comprehensive guide for developers and integrators, ensuring that all tools and services can communicate and work together without technical barriers. By establishing a robust IRA, we lay the groundwork for a cohesive and efficient system where SKGs, DMP platforms, and FAIR assessment tools can operate in harmony, facilitating enhanced data management and scientific knowledge sharing.

Lastly, we established a glossary (detailed in M3. Methodology Establishment) to achieve consensus on the definitions of terms and concepts used within the project. This tool captures existing terminology, but also serves as an index of new terminology that our project generates ensuring that all stakeholders have a common understanding and can communicate and collaborate effectively.

Learn more by reading our deliverables and milestones reports (D1.1. Plan-Track-Assess PathwaysM4. Interim Products Establishment for Cross-Task CollaborationM3. Methodology Establishment and stay tuned for more updates as we continue to make progress in our mission to enhance data management and scientific knowledge sharing.

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National Pilot Interview Czech Republic

Read the National Pilot Interview from The Czech Republic and explore all the progress of OSTrails pilot studies. Check the latest on their national activities and learn how they’re progressing with the integration of open science and research assessment. This month we had the pleasure of discussing with Robert Pergl from the Faculty of Information Technology (FIT) at Czech Technical University in Prague. Enjoy!

Pilots OSTrails 5 - Robert Pergl

"Our team at the Faculty of Information Technology, Czech Technical University in Prague, has always been passionate about machine-actionability in data stewardship. Recognizing the skyrocketing importance of data management, combined with our expertise in conceptual modelling and software engineering concentrated in our Centre of Conceptual Modelling and Implementation at the Department of Software Engineering, we could not stand apart and felt compelled to advance solutions for FAIR data. Being part of OSTrails represents the pinnacle of our efforts, providing us with the opportunity to collaborate closely with amazing enthusiasts who share our vision. Beyond significant joint technological advancements, it also allows us to impactfully disseminate results, something we could never achieve alone."

 

-Can you briefly introduce your organisation? How does it/do they contribute to EOSC? 

We have been dedicated to FAIR-related initiatives from the outset, contributing to major projects and infrastructures like ELIXIR, GO FAIR, EOSC CZ, and RDA. Our flagship project is the Data Stewardship Wizard (DSW), developed with our ELIXIR partners, which has become one of the major solutions for data management planning. It stands apart from other solutions in that it was designed with machine actionability in mind from day one, allowing efficient knowledge management, extensive automation possibilities, machine-generated documents, and fine-grained integrations with the entire ecosystem of tools, databases, and administrative systems. Our active involvement in the RDA’s machine-actionable DMPs working group has positioned DSW as an early adopter of supporting standards.

The EOSC Secretariat in the Czech Republic has passionate and goal-oriented professionals. We are involved in two major EOSC-rooted projects: OSTrails and “Implementation of EOSC in the Czech Republic,” which includes developing the National Repository Platform (NRP). The NRP offers a highly integrated ecosystem of data management tools, while OSTrails focuses on machine-actionable DMPs, DMP evaluation, and RDM-supporting tools. Together, these projects provide excellent synergies, enhancing the NRP's robustness and integrating OSTrails' advanced components for a broader audience.

-What are you most excited about in OSTrails? What are you looking forward to? 

We have been dedicated to FAIR-related initiatives from the outset, contributing to major projects and infrastructures like ELIXIR, GO FAIR, EOSC CZ, and RDA. Our flagship project is the Data Stewardship Wizard (DSW), developed with our ELIXIR partners, which has become one of the major solutions for data management planning. It stands apart from other solutions in that it was designed with machine actionability in mind from day one, allowing efficient knowledge management, extensive automation possibilities, machine-generated documents, and fine-grained integrations with the entire ecosystem of tools, databases, and administrative systems. Our active involvement in the RDA’s machine-actionable DMPs working group has positioned DSW as an early adopter of supporting standards.

The EOSC Secretariat in the Czech Republic has passionate and goal-oriented professionals. We are involved in two major EOSC-rooted projects: OSTrails and “Implementation of EOSC in the Czech Republic,” which includes developing the National Repository Platform (NRP). These two projects offer excellent synergies: the NRP delivers a national highly integrated ecosystem of data management tools starting from data repositories, metadata catalogues, PID infrastructure, high-level user services on top of them together with cross-cutting activities such as security, user experience, user guides, trainings, data stewardship services, and a sustainability roadmap. OSTrails focuses on maDMPs, DMP evaluation, SKGs, and RDM-supporting tools, bringing cutting-edge components to further enhance the NRP along with a broader audience, as the NRP primarily targets researchers. Conversely, NRP will provide a robust, stable technological and organisational foundation, enabling effective operation and integration of OSTrails’ results in the future.

-How is planning, tracking and assessing research realised in your country/scientific domain? 

The Czech Republic has a strong, enthusiastic research community supported by infrastructures like ELIXIR CZ and e-INFRA CZ, along with the EOSC CZ secretariat and other organizations, such as the Czech National Library of Technology. Despite comprehensive coverage of hardware, software, tools, training, policies, and security, we still lack integrated, user-friendly solutions. Effective adoption and dissemination require bringing together all stakeholders – researchers, data stewards, institutions, funders, and government. Despite our progress with the DSW, tracking and assessing scientific data at all levels is still a work in progress.

-Can you provide some details on your pilot's main actors, services and priorities? How will your pilot adopt the results of OSTrails? 

Currently, we are experiencing an exceptional synergy between the NRP and OSTrails projects. While NRP primarily focuses on researchers, our OSTrails pilots mainly target funders. Our two primary national funders are the Czech Science Foundation (GAČR), which supports basic research, and the Technology Agency of the Czech Republic (TAČR), which supports applied research and experimental development. Like in other countries, both face challenges in adapting to the global shift toward data-oriented research. This shift requires new methods for evaluating project proposals, monitoring, and assessing results, all governed by the FAIR principles. Therefore, our pilots will largely aim to assist them in this transition. We are in close communication with both agencies to set the right goals and plans, ensuring our ambitions align with their capacity to implement advancements at all necessary levels. We have agreed to collaborate on co-defining metrics for DMPs and FAIR assessment governance and compliance. We are confident that, once the OSTrails deliverables are finalized and the NRP infrastructure is fully established, we will be in a position to refine our plan and achieve even greater results together. This confidence stems from what our dear DSW collaborator Dr. Rob Hooft describes as a "stick & carrot" scenario: As pan-European demands for data-oriented research quality rise, convenient solutions will be available to facilitate adoption.

Next, the Czech National Library of Technology (NTK) is our pilot partner. NTK has excelled in implementing European standards within the Czech research landscape and has played a pivotal role in advancing Open Science through its active cooperation with key players in research and innovation. Together, we plan to develop national maDMP templates, incorporating metrics to evaluate how well these Data Management Plans (DMPs) align with the FAIR principles. Given that similar ambitions are one of the goals of the NRP project -albeit with different meansp- it will be very interesting to compare these two approaches, pilot them, and determine the optimal strategy for national requirements. This experience will not only enhance our national framework but also contribute valuable insights to the broader European community. The flexibility in applying FAIR principles is a significant driver of progress in FAIR science, and we look forward to exploring this potential. Additionally, we will be testing OSTrails deliverables at CTU and select universities to further refine and validate our approach. 

Last but not least, our pilot also encompasses CESNET, an association of universities of the Czech Republic and the Czech Academy of Sciences that operates and develops the national e-infrastructure for science, research and education. CESNET provides infrastructure, with which we have extensive experience through ELIXIR. In the pilot, it is expected that CESNET will enable the use of this infrastructure and provide technical expertise for deploying services such as the DMP evaluation tool in the national context.

Based on recent local developments, we are also considering one more OSTrails pilot beyond the scope of our original intentions, but I would rather not disclose it now, letting it be a sweet surprise if we succeed.

-Ongoing activities and Next Steps? 

In our work with OSTrails, we are heavily involved in WP2, with notable intersections in WP1 and WP3. In WP1, we are playing a key role in developing the Interoperability Framework (IF), with a particular emphasis on the DMP IF component. As leaders in WP2 and dedicated software engineers, we are truly looking forward to the implementation, which aims to enhance interoperability between various tools and produce tangible results beneficial to our users. We are currently fine-tuning our approach to ensure alignment among these tools. In WP3, we are also excited about collaborating on DMP evaluation, which we plan to integrate into DSW.

Additionally, OSTrails is crucial to achieving the NRP project’s ambition of evolving “from the pilot’s checklist to a full cockpit.” By enhancing interoperability among various RDM tools and services, OSTrails will support the robust integration with national services needed for this evolution. This integration will enable researchers to not only create comprehensive, data-intensive research plans in DSW but also to track and assess their progress with increased automation. Enhanced interoperability, as facilitated by OSTrails, is essential for realizing this goal.

The next phase involves collaborating with funders to prepare them for the pilots by developing custom DMP templates (initially non-machine-actionable) and providing training and consultations. These first steps will lay the necessary groundwork and serve as the starting point for the core of the pilots.

Additionally, we plan to establish a “Centre for Advanced Data Stewardship Tools and Methods” at our faculty, highlighting our work and commitment to data management. Needless to say, OSTrails will be one of our gems.

Thank you for the interesting discussion! 


Pilot Interview

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Introducing OSTrails' Training Corner for Advanced Learning and Development

We are thrilled to introduce our new "Training Corner", a comprehensive hub designed to support the learning and development of professionals in research institutions, funding bodies, and research infrastructures (RIs).

Our Training Corner will provide a wealth of resources, including the following:

  • Training Library
  • Online Courses
  • A Mentorship Program
  • Bootcamps

These initiatives aim to boost knowledge, facilitate the reuse of support materials, and inspire specialists and researchers through expert-led content. While the full suite of materials is still under development, you can look forward to the Training Library being available by October 2024 and Online Courses launching in the first quarter of 2025.

Additionally, our Mentorship Program will open its first call in the first quarter of 2025, offering IT managers, support staff, and funders officers the chance to receive guidance from senior experts within the OSTrails consortium. Furthermore, we are planning to host our first Bootcamp on Data Management Plans (DMPs), Scientific Knowledge Graphs (SKGs), and FAIR Assessment in the second half of 2025, with a second Bootcamp scheduled for 2026.

Stay tuned for more details on these exciting opportunities and other initiatives like Hackathons, as we continue to develop and expand our training offerings! In the meantime, we welcome you to visit our Training Corner page to stay updated on these developments and prepare for the comprehensive resources that will soon be available.

Check our Training Corner: https://ostrails.eu/training

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National Pilot Interview Netherlands

Read the National Pilot Interview from the Netherlands and explore all the progress of OSTrails pilot studies. Check the latest on their national activities and learn how they’re progressing with the integration of open science and research assessment. This month we had the pleasure of discussing with Eileen Waegemaekers from SURF and Andrew Hoffman from CWTS/CADS at Leiden University. Enjoy!

Pilots OSTrails 4 - Eileen Waegemaekers

Pilots OSTrails 3 - Andrew Hoffman

"To successfully innovate in research data management, open science, and open research information requires the ongoing alignment between the ecosystem of tooling and infrastructure on the one hand, and the values and practices of heterogeneous stakeholder groups and end-users on the other. Through a thriving collaboration between data stewards, open research information and research IT experts, and researchers themselves, the Dutch national pilot on OSTrails aims to confront this challenge head-on. Our project is well-positioned to inform pathways for the wider uptake and interoperability of machine actionable data management plans – both here in the Netherlands, and across the European landscape – and we’re pleased to also be able to learn from the many other colleagues who are contributing to this important initiative."

 

-Can you briefly introduce your organisation? How does it/do they contribute to EOSC?

Formally, the Dutch national pilot (N-3) is a collaboration between SURF, the collaborative organization for research and education IT in the Netherlands, and the Centre for Science and Technology Studies (CWTS), an academic research center in the Faculty of Social Sciences at Leiden University – with support from the Dutch Research Council (NWO), one of the main research sponsors in the Netherlands. Since receiving the initial news last year that the OSTrails project as a whole had been funded, the project consortium has already expanded significantly and now includes several Dutch universities and universities of applied sciences: Leiden University, TU Delft, Utrecht University, VU Amsterdam, and Saxion University of Applied Sciences (with the latter also acting as an interface with the many other universities of applied sciences in the Netherlands.) Our pilot critically depends upon –and deeply benefits from the participation and insights of– an engaged and committed group of stakeholders from these organizations, who bring a wealth of expertise in the areas of research data and software management, open science, open research information, research infrastructure and ICT, and research policy and evaluation. SURF, CWTS, and the NWO all actively participate in EOSC initiatives, which further fosters continuous dialogue and collaboration within the EOSC community, and with constituencies across the Dutch research landscape.

-What are you most excited about in OSTrails? What are you looking forward to?

One thing we’re really excited about is simply deepening the collaborative relationships within this stellar national consortium, particularly as we explore the affordances of maDMPs for planning and assessing scientific knowledge production, and for tracking the circulation, sharing, and reuse of research data and outputs, be they text-based, tabular, or otherwise. Additionally, beyond our commitment to hosting the more ‘generalist’ funder- and RPO-specific DMP templates on maDMP tooling platforms, we’re also stoked to start experimenting with developing domain-specific templates and guidance for (machine-actionable) data management plans. We created this deliverable based on the needs of the different research communities –including those that trade in more non-traditional research outputs (NTROs)– with whom many of our consortium members actively engage on a daily basis in their work as Data Stewards. More broadly, one of the coolest things about our involvement in the OSTrails consortium is that it enables us to better understand, test, and even contribute to shaping the state of the science in machine actionable data management planning –both in terms of tooling as well as the standards that underlie it.

-How is planning, tracking and assessing research being realised in your country/scientific domain?

In the Netherlands, most RPOs now have clear policies that require researchers to create DMPs, and many organizations employ one or many research data management experts who are available to provide guidance and feedback on drafting DMPs. In this sense, research planning is generally left to individual researchers, and typically happens in consultation with Data Steward or similarly qualified personnel. 

As far as tracking and assessing research outputs is concerned, this is not currently standardized across institutions. Most Dutch RPOs do not have clear follow-up policies or corresponding infrastructure to track whether materials that were identified in the planning phase have ultimately been deposited in the designated (or in any) repository, for example, nor do RPOs systematically assess whether the outputs in question adhere to the FAIR principles. With our involvement in OSTrails, we aim to elucidate and potentially address these gaps in future Dutch research policy developments, and SURF in particular has the ambition to develop an SKG that can be used for monitoring at the national level –although this initiative is still at an early stage. 

-What is your pilot about? Can you provide some details on the main actors, services and priorities? How will the results of OSTrails be adopted by your pilot?

The main goal of our pilot is to learn from and contribute to innovations in research data management, open science, and open research information beyond the status. We do this through experimenting with –and sensibly implementing– novel approaches to research data management planning. 

Our first three deliverables are more research- and data stewardship-facing and include encoding existing funder- and RPO-specific DMP templates in maDMP platforms; developing novel domain-specific templates and guidance and testing these against existing evaluative criteria and rubrics; and, wherever possible, embedding FAIR Implementation Profiles into maDMP templates. The latter three deliverables are slightly more technical in scope, and include ‘PID’-ifying maDMP templates, which means mapping relevant fields of maDMP templates (e.g., where grant information about a project is documented) to existing persistent identifiers (e.g. Grant-ID); using these PIDs as a means of interoperating maDMPs with local CRIS systems, and eventually to interoperate maDMPs with the OpenAIRE graph such that we can extend the graph with (PIDs of) data management plans drafted by researchers in the Netherlands.

Our key stakeholders include data stewards, librarians, IT support personnel, service providers, and of course researchers themselves! Above all, we are driven by a commitment to ensuring that maDMPs are usable by and meaningful for researchers, Data Stewards, and other stakeholders; that they contribute to recognizing and rewarding the efforts that researchers invest in open science practices; and that they simultaneously enable the efficient exchange of research information with other components of the open research information ecosystem.

-Ongoing activities and Next Steps?  

In the context of the national pilot, we’ve just hosted a successful workshop at SURF Research Day called ‘What’s behind the Data Management Plan of the future?’ where we gathered over 50 research data management and research IT stakeholders from Dutch RPOs to collectively brainstorm answers to this question. It was super inspiring to see so many colleagues show up and share their ideas, which will feed directly into our national pilot. From here, we’re now in the process of setting up two working groups – one focused on the initial launch/trialing of one (or multiple) maDMP platforms, and a second on exploring common questions across RPO-specific DMP templates. We’re also planning pilot interviews to explore researcher needs for domain-specific templates and associated guidance, which we’ll be starting in Fall 2024. Finally, concerning the wider OSTrails project, we’re keen on engaging in discussions about establishing core/common (meta)data from/about DMPs that can be publicly exposed in science knowledge graphs, even in situations where the full text of the DMP cannot be published (e.g., for privacy or security reasons).

Thank you both!

 

Netherlands, Pilot Interview

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National Pilot Interview Poland

Read the National Pilot Interview from Poland and explore all the progress of OSTrails pilot studies. Check the latest on their national activities and learn how they’re progressing with the integration of open science and research assessment. This month we had the pleasure of discussing with Jakub Szprot (ICM), Raimundas Tuminauskas (PSNC) and Raul Palma (PSNC). Enjoy!

Pilots OSTrails 1 - Raimundas Tuminauskas 

 Pilots OSTrails  - Jakub Szprot

 Pilots OSTrails 2 - Raul Palma

 

"OSTrails national pilot for Poland constitutes the natural development of the Open Science landscape in the country, including research communities as well as policy makers and funding bodies. DMPs are currently part of the national policy for research projects. Integrating with the services like ROHub as well as national repositories, OSTrails national pilot, and especially machine-actionable data management plans is seen as important next step of the evolution of the research data lifecycle."

 

-Can you briefly introduce your organization(s)? How does it/do they contribute to EOSC? 

PSNC is an internationally renowned node of the European Research Area,  operating advanced e-Infrastructure and continuously expanding its activity as an R&D center in ICT. It has been contributing to different projects and initiatives aiming to support researchers in the adoption of FAIR and Open Science principles. PSNC has a strong involvement in EOSC and has participated in several recent and ongoing related projects and activities such as EOSC Future, cs3mesh4eosc, AI4EOSC, EOSC DIH, Skills4EOSC, OSTrails, and coordinated the RELIANCE project (InfraEOSC07). Moreover, PSNC is responsible for 2 out of the 3 lots implementing the EOSC EU node. PSNC is an EOSC service provider and member of the EOSC association, and its representatives have contributed to various task forces and working groups including the AAI and semantic interoperability task forces, the Research Product Publishing Framework WG, and contributed to the EOSC horizontal services report, VA assessment, and supported various EOSC tripartite events. Related to FAIR and Open Science, PSNC members have contributed to the conception and implementation of the research object concept, and the latest RO-Crate specification, which provides a straightforward and lightweight implementation of FDOs that are part of the long-term vision of EOSC. PSNC onboarded the reference research object management platform ROHub in EOSC, which integrates several other EOSC services including ARGOS, OpenAIRE SKG, and FAIROs assessment services, and supported various EOSC DIH pilots and bi-lateral collaborations with other service providers leveraging PSNC related services.

ICM, the HPC and data center at the University of Warsaw, has been developing comprehensive open science solutions for Poland and Europe for many years. It builds infrastructure and software for open science, operates nationwide services for open access to scientific publications and research data, and offers education and training in open science and research data management. Additionally, ICM actively participates in expert groups at the national, European, and international levels. It coordinates the University of Warsaw’s activities regarding participation in the EOSC Association and it has participated in many EOSC-related projects - recently in OpenAIRE Nexus, FAIRCORE4EOSC, EOSC Future, SciLake, CRAFT-OA, and EOSC Beyond. As a member of the Open Science Agora Consortium, ICM will be involved in providing professionally managed services for the core components of the EOSC EU Node, including functions such as the Web Portal Front Office, the Resource Catalogues and Registry Services, the Application Workflow Management engine, the Federated Identity Management and Single-Sign-On solution, the Monitoring and Accounting function, and the overall Service Management System and service integration. 

-What excites you the most about OSTrails? What are you looking forward to the most?

We look forward to supporting the creation and maintenance of machine-actionable Data Management Plans (maDMPs) by integrating ROHub with DMP platforms, SKGs, FAIR assessment tools, and national data repositories. This integration aims to assist researchers in Poland in managing their DMPs and related resources in accordance with FAIR principles.

ROHub has already integrated with the ARGOS DMP platform, enabling the creation of research objects from DMPs. It is also connected to the OpenAIRE SKG, providing metadata about RO-Crate research objects and other resources such as data cubes and Jupyter notebooks. Additionally, ROHub incorporates FAIROs, a FAIR assessment service for evaluating research objects and their aggregated resources. Building on this, in OSTrails, we plan to extend these integrations to automate the creation of maDMPs based on RO-Crates. We aim to use standard interfaces to connect with other DMP platforms and FAIR assessment tools, and to expose richer metadata about resources to SKGs. Moreover, in OSTrails, ROHub will connect with national data repositories managed by ICM to leverage existing resources. Additionally, the integration with the national funding agency's system for DMP reporting will be enhanced to simplify researchers' tasks. We’re also looking forward to using FAIR assessment tools and platforms to improve the quality of research data in national data repositories. 

-How is planning, tracking and assessing research being realised in your country and scientific domain? 

Aiming at improving research quality and making science more impactful, the National Science Centre (NCN), the national funding agency in Poland, has implemented an Open Access Policy as of May 2020. Effective for agreements signed from January 2021, this policy applies to projects from calls initiated on or after June 2020 and aligns with Plan S principles endorsed by the NCN in 2018.

Based on the guidelines of Science Europe, NCN included a Data Management Plan (DMP) in its application forms and published a set of instructions on how to fill out the DMP. The plan is assessed by experts at the proposal review stage. The DMP can change during the implementation of the project. The NCN does not need to be notified of all the changes as they happen. The relevant information, however, should be included, along with a justification, at the end of the project report, which will undergo expert assessment.

-What is your pilot about? Can you provide some details on the main actors, services and priorities? How will the results of OSTrails be adopted by your pilot? 

The goal of the pilot is to support the creation and maintenance of executable DMPs in Poland. The main actors involved in its implementation include PSNC, ICM and the national funding agency NCN. Potentially other national research repository providers may be involvedPSNC brings RO-Crates and the supporting platform ROHub for the management of maDMPs. ICM brings various research data repositories including RepOD, RDS, and MX-RDR. NCN is the entity defining the requirements of DMPs at the national level. The tasks for OSTrails encompass several key objectives. First, to define DMP requirements specific to Poland's research ecosystem. Next, to establish and manage connections in machine-readable formats using RO-Crates. This includes integrating associated datasets, resources (such as code and publications), and contextual entities (like individuals, organizations, and funding sources) using Persistent Identifiers (PIDs), as well as enhancing the integration between ARGOS and ROHub. Another significant task is enabling the FAIR assessment of DMP resources through RO-Crates. This will involve enhancing the FAIROs-ROHub integration to evaluate the fairness of RO-Crates and their aggregated resources effectively. OSTrails also focuses on improving integration and interoperability with national DMP platforms via RO-Crates. This includes refining the process for generating DMP reports to ensure accuracy and relevance. Lastly, integrating these functionalities into the broader framework of OSTrails will ensure comprehensive support for researchers in managing their data effectively and in compliance with FAIR principles. The results of OSTrails will be used to extend and standardise the integration of DMP tools, SKGs and FAIR assessment tools with RO-Crates and national and international data repositories. 

-How does the next day of OSTrails project look like in your country/scientific domain?  

In the future, the researchers will be able to create their DMPs, and then manage and evolve them along with all the related resources via RO-Crates, including not only the possibility to assess their FAIRness, leveraging and contributing to SKGs, but also enabling the possibility to reuse and reproduce results associated. Additionally, the reporting of DMPs to national funding agencies will be simplified, if not automized, based on the management of the research lifecycle via RO-Crates.

Thank you!

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