53 lines
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2.3 KiB
Markdown
53 lines
No EOL
2.3 KiB
Markdown
---
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title: How to establish and maintain a multimodal animal research dataset using DataLad
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persons:
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- michal-szczepanik
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- stephan-heunis
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- michael-hanke
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- christian-moench
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topics:
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- neuroimaging
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- research-data-management
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- education
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params:
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graphRootNodePID: xyzrins:publications/9103ab93-a2ae-45c2-b2b0-e922bbb4e94a
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pid: xyzrins:publications/9103ab93-a2ae-45c2-b2b0-e922bbb4e94a
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doi: 10.1038/s41597-023-02242-8
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date: '2023-06-05'
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title: How to establish and maintain a multimodal animal research dataset using DataLad
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description: Sharing of data, processing tools, and workflows require open data hosting
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services and management tools. Despite FAIR guidelines and the increasing demand
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from funding agencies and publishers, only a few animal studies share all experimental
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data and processing tools. We present a step-by-step protocol to perform version
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control and remote collaboration for large multimodal datasets. A data management
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plan was introduced to ensure data security in addition to a homogeneous file and
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folder structure. Changes to the data were automatically tracked using DataLad and
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all data was shared on the research data platform GIN. This simple and cost-effective
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workflow facilitates the adoption of FAIR data logistics and processing workflows
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by making the raw and processed data available and providing the technical infrastructure
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to independently reproduce the data processing steps. It enables the community to
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collect heterogeneously acquired and stored datasets not limited to a specific category
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of data and serves as a technical infrastructure blueprint with rich potential to
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improve data handling at other sites and extend to other research areas.
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kind: bibo:AcademicArticle
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author:
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- pid: xyzrins:persons/michal-szczepanik
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given_name: "Micha\u0142"
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family_name: Szczepanik
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- pid: xyzrins:persons/stephan-heunis
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given_name: Stephan
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family_name: Heunis
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- pid: xyzrins:persons/michael-hanke
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given_name: Michael
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family_name: Hanke
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- pid: xyzrins:persons/christian-moench
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given_name: Christian
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family_name: "M\xF6nch"
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topic:
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- pid: xyzrins:topics/neuroimaging
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display_label: Neuroimaging
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- pid: xyzrins:topics/research-data-management
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display_label: Research data management (RDM)
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- pid: xyzrins:topics/education
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display_label: Education
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--- |