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Sigma2, Norway
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Adil Hasan
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Jupyter notebook to showcase the use of the NRDA.
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Simula Research Laboratory
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The increasing volume and complexity of research data necessitate robust data management practices to ensure data is Findable, Accessible, Interoperable, and Reusable (FAIR). The Norwegian Research Data Archive (NRDA) is at the forefront of this effort in Norway, providing a comprehensive platform for researchers to store, share, and archive their data. This paper discusses NRDA's ongoing initiatives to enhance its infrastructure in alignment with FAIR principles, emphasizing the integration of Research Objects (ROs) and RO-Crate technologies. These improvements aim to facilitate better data discoverability, accessibility, and interoperability, thereby fostering a more integrated and sustainable data ecosystem. The paper also highlights NRDA's collaborative efforts with other platforms via the use of Research Objects to support data sharing and reuse across repositories. By focusing on standardized metadata, persistent identifiers, and interoperability, NRDA is advancing Open Science practices, ultimately contributing to a more transparent, efficient, and collaborative research environment. The challenges and future directions of these initiatives are also explored, providing insights into the ongoing efforts to create a more open and interconnected scientific landscape.
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Enhancing FAIR Data Practices in the Norwegian Research Data Archive: Towards Research Objects and Improved interoperability
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https://w3id.org/ro/terms/earth-science#score
10.0
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http://schema.org/name
Ro-crate technology
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Phrase
https://w3id.org/ro-id/enrichment/3e80b0db-606b-46bc-ba58-c332c3f2fcf1
https://w3id.org/ro/terms/earth-science#normScore
19.42257217847769
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https://w3id.org/ro/terms/earth-science#score
7.4
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http://schema.org/name
data
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/3ff56862-a6e2-469b-9afa-57936c109a55
https://w3id.org/ro/terms/earth-science#normScore
12.045889101338433
https://w3id.org/ro-id/enrichment/3ff56862-a6e2-469b-9afa-57936c109a55
https://w3id.org/ro/terms/earth-science#score
6.3
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http://schema.org/name
documentation and information science
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#NASA
https://w3id.org/ro-id/enrichment/40ab9477-058e-4536-ba9b-441ea1a2ae63
https://w3id.org/ro/terms/earth-science#normScore
100.0
https://w3id.org/ro-id/enrichment/40ab9477-058e-4536-ba9b-441ea1a2ae63
https://w3id.org/ro/terms/earth-science#score
0.7921985387802124
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http://schema.org/name
interoperability
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/5a015f9c-692d-4b18-b009-9adca0a833a4
https://w3id.org/ro/terms/earth-science#normScore
13.997477931904163
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https://w3id.org/ro/terms/earth-science#score
11.1
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http://schema.org/name
The increasing volume and complexity of research data necessitate robust data management practices to ensure data is Findable, Accessible, Interoperable, and Reusable (FAIR). The Norwegian Research Data Archive (NRDA) is at the forefront of this effort in Norway, providing a comprehensive platform for researchers to store, share, and archive their data.
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https://w3id.org/ro-id/enrichment/5ada5c59-cc51-44fb-8f33-485b7f43d859
https://w3id.org/ro/terms/earth-science#normScore
34.883720930232556
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https://w3id.org/ro/terms/earth-science#score
21.0
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data management
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https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/5c1296fd-1f03-4237-9a5e-cd6266de82f3
https://w3id.org/ro/terms/earth-science#normScore
12.48423707440101
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https://w3id.org/ro/terms/earth-science#score
9.9
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http://schema.org/name
computer science
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https://w3id.org/ro/terms/earth-science#normScore
29.646017699115042
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6.7
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practice
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https://w3id.org/ro-id/enrichment/5fe5ee74-c53a-4f90-a3ad-864889460e91
https://w3id.org/ro/terms/earth-science#normScore
14.880201765447667
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11.8
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data sharing
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https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/6d71713e-4a27-4a0e-b4d0-caed61e448b3
https://w3id.org/ro/terms/earth-science#normScore
4.918032786885246
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3.9
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http://schema.org/name
By focusing on standardized metadata, persistent identifiers, and interoperability, NRDA is advancing Open Science practices, ultimately contributing to a more transparent, efficient, and collaborative research environment.
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https://w3id.org/ro/terms/earth-science#Sentence
https://w3id.org/ro-id/enrichment/7993b8b3-a0b0-4997-95f8-172529e1d2d5
https://w3id.org/ro/terms/earth-science#normScore
22.591362126245848
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13.6
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http://schema.org/name
Enhancing FAIR Data Practices in the Norwegian Research Data Archive: Towards Research Objects and Improved interoperability.
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https://w3id.org/ro-id/enrichment/7f6a2ca3-b376-4485-94eb-337a1658a042
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42.524916943521596
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25.6
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http://schema.org/name
database
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https://w3id.org/ro/terms/earth-science#normScore
70.35398230088495
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15.9
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datum
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https://w3id.org/ro/terms/earth-science#Lemma
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https://w3id.org/ro/terms/earth-science#normScore
9.36902485659656
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https://w3id.org/ro/terms/earth-science#score
4.9
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http://schema.org/name
environmental science and management
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https://w3id.org/ro/terms/earth-science#FieldOfResearch
https://w3id.org/ro-id/enrichment/914df824-7dec-4944-a8ce-708d5b3e4439
https://w3id.org/ro/terms/earth-science#normScore
100.0
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https://w3id.org/ro/terms/earth-science#score
0.9605517387390137
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Customs and tradition
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#IPTC
https://w3id.org/ro-id/enrichment/94206319-e0f0-4a8b-ba4b-c34f315a8e5f
https://w3id.org/ro/terms/earth-science#path
Arts, culture and entertainment/Culture/Customs and tradition
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http://schema.org/name
research datum
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https://w3id.org/ro/terms/earth-science#Phrase
https://w3id.org/ro-id/enrichment/9a56d0c2-216f-4a17-b49c-4c1d8558ccb4
https://w3id.org/ro/terms/earth-science#normScore
17.060367454068242
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https://w3id.org/ro/terms/earth-science#score
6.5
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http://schema.org/name
environmental sciences
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#FieldOfResearch
https://w3id.org/ro-id/enrichment/9d962ad3-5dc4-4135-84ad-4fe48d61bc9c
https://w3id.org/ro/terms/earth-science#normScore
100.0
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https://w3id.org/ro/terms/earth-science#score
0.9605517387390137
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http://schema.org/name
data
https://w3id.org/ro-id/enrichment/9f088de2-08bd-488a-af1e-8fd62344e53c
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https://w3id.org/ro/terms/earth-science#Concept
https://w3id.org/ro-id/enrichment/9f088de2-08bd-488a-af1e-8fd62344e53c
https://w3id.org/ro/terms/earth-science#normScore
16.64564943253468
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https://w3id.org/ro/terms/earth-science#score
13.2
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http://schema.org/name
data ecosystem
https://w3id.org/ro-id/enrichment/bed766d5-23de-4207-9698-43c256bafbb8
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/ro/terms/earth-science#Phrase
https://w3id.org/ro-id/enrichment/bed766d5-23de-4207-9698-43c256bafbb8
https://w3id.org/ro/terms/earth-science#normScore
15.74803149606299
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https://w3id.org/ro/terms/earth-science#score
6.0
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http://schema.org/name
practice
https://w3id.org/ro-id/enrichment/c42b886a-ccfd-407f-a5aa-3c6ab1137375
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https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/c42b886a-ccfd-407f-a5aa-3c6ab1137375
https://w3id.org/ro/terms/earth-science#normScore
12.237093690248567
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https://w3id.org/ro/terms/earth-science#score
6.4
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http://schema.org/name
information
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https://w3id.org/ro-id/enrichment/c48e45c6-f1ac-4d87-a0d4-5995921b13eb
https://w3id.org/ro/terms/earth-science#normScore
5.926860025220681
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https://w3id.org/ro/terms/earth-science#score
4.7
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http://schema.org/name
interoperability
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https://w3id.org/ro/terms/earth-science#Lemma
https://w3id.org/ro-id/enrichment/ce3f3939-dc23-4ea0-b48c-b0a9e56a7851
https://w3id.org/ro/terms/earth-science#normScore
19.88527724665392
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10.4
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http://schema.org/name
data management
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https://w3id.org/ro/terms/earth-science#normScore
18.164435946462717
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9.5
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datum
https://w3id.org/ro-id/enrichment/ded64470-0534-4db2-8167-451409e41584
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https://w3id.org/ro-id/enrichment/ded64470-0534-4db2-8167-451409e41584
https://w3id.org/ro/terms/earth-science#normScore
6.557377049180328
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5.2
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initiative
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5.296343001261034
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4.2
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Research Object
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9.177820267686425
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4.8
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research
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7.313997477931904
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5.8
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http://purl.org/dc/terms/created
2025-11-10T15:54:11.236+01:00
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Enhancing FAIR Data Practices in the Norwegian Research Data Archive: Towards Research Objects and Improved interoperability
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RSA
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