{"id":221,"date":"2024-08-19T15:49:43","date_gmt":"2024-08-19T13:49:43","guid":{"rendered":"https:\/\/wp.unil.ch\/dsbu\/?page_id=221"},"modified":"2026-06-12T15:05:59","modified_gmt":"2026-06-12T13:05:59","slug":"sharing","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/dsbu\/sharing\/","title":{"rendered":"Sharing"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">FAIR Data Sharing &amp; <strong>Open Research Data Support for FBM UNIL-CHUV Researchers<\/strong><\/h1>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-1024x683.png\" alt=\"image\" class=\"wp-image-2361\" srcset=\"https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-1024x683.png 1024w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-300x200.png 300w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-768x512.png 768w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-540x360.png 540w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image-1080x720.png 1080w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/image.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/www.unil.ch\/news\/fr\/1749110813484\">Link<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>1. <strong>Criteria for Repository Selection<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Prioritize Domain-Specific or Data Type-Specific Repositories<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Before considering a generalist repository like&nbsp;<strong>Zenodo<\/strong>, first check if a&nbsp;<strong>data type-specific<\/strong>&nbsp;or&nbsp;<strong>domain-specific<\/strong>&nbsp;repository is available. These specialized platforms often provide better visibility and functionality tailored to your field.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If you work with large imaging datasets, consider repositories such as <strong>BioImage Archive (BIA)<\/strong>.<\/li>\n\n\n\n<li>If your research is in\u00a0<strong>neuroscience<\/strong>, a specialized repository such as E-BRAINS in that domain may offer greater visibility and discoverability than a generalist platform.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Your repository must meet the following criteria:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free of Charge, Regardless of Dataset Size&nbsp;<\/strong>\u2192 freely accessible repository with no cost for submission or access.<\/li>\n\n\n\n<li><strong>Tailored Infrastructure for the interested data type <\/strong>\u2192 Optimized to host raw and processed data type, with tools for visualizing, downloading, or querying complex datasets.<\/li>\n\n\n\n<li><strong>Integrated with<\/strong> <strong>resources <\/strong>to enhance data accessibility and utility.<\/li>\n\n\n\n<li><strong>Reliable Long-Term Preservation<\/strong> \u2192  the repository Follows robust policies including infrastructure continuity, regular backups, and lifecycle data managementTo support this decision, we provide&nbsp;<strong>FAIRshare Explorer<\/strong>, a tool listing recommended repositories by data type and research discipline. Please consult it before choosing where to deposit your data.<\/li>\n\n\n\n<li><strong>FAIR-Compliant by Design&nbsp;<\/strong>\u2192 insures that sample metadata are <strong>Findable, Accessible, Interoperable, and Reusable<\/strong>, following community metadata standards and supporting compliance with institutional and funder Open Science mandates (e.g., <strong>SNSF, Horizon Europe<\/strong>).<\/li>\n\n\n\n<li><strong>Flexible Licensing&nbsp;<\/strong>\u2192 Ideally supports open licensing options such as&nbsp;<strong>Creative Commons CC BY 4.0<\/strong> or <strong>CC0<\/strong>, enabling broad data reuse while ensuring proper attribution.<\/li>\n\n\n\n<li><strong>European\/National Hosting<\/strong> \u2192 Ensures compliance with <strong>data protection<\/strong> and <strong>Open Science<\/strong>&nbsp;standards and policies. https:\/\/www.ebi.ac.uk\/long-term-data-preservation\/<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">To support this decision, we provide&nbsp;<strong>FAIRshare Explorer<\/strong>, a tool listing recommended repositories by data type and research discipline. Please consult it before choosing where to deposit your data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Mandatory Local Archiving<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">All data supporting a publication (<strong>raw, processed, and analytical<\/strong>) must also be archived on&nbsp;<strong>long-term storage<\/strong>&nbsp;provided by&nbsp;<strong>DCSR-UNIL<\/strong>&nbsp;or&nbsp;<strong>DSI-CHUV<\/strong> <strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/archiving\/\">(link)<\/a><\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. Use F<strong style=\"font-weight: bold\">AIRShare Explorer<\/strong>&nbsp;<strong style=\"font-weight: bold\"><em><sup>\u00a9<\/sup><\/em><sup>DSBU<\/sup><\/strong> Tool <strong style=\"font-weight: bold\">to find <\/strong>adapted repository and file formats\/metadata Standards<strong> <\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-1024x576.png\" alt=\"fairshare\" class=\"wp-image-2362\" srcset=\"https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-1024x576.png 1024w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-300x169.png 300w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-768x432.png 768w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-1536x864.png 1536w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-540x304.png 540w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare-1080x608.png 1080w, https:\/\/wp.unil.ch\/dsbu\/files\/2026\/06\/fairshare.png 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">fairshare<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Y<strong><strong>our Guide to find FAIR, Secure, and Sustainable Data Repositories<\/strong> <\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>What you\u2019ll find in the Explorer:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Complete<\/strong>&nbsp;<strong>list of repositories&nbsp;<\/strong>with key informative details for efficient submission: <strong>data types and formats<\/strong>, submission process, <strong>metadata standards<\/strong>, sharing licenses, and more&nbsp;<\/li>\n\n\n\n<li><strong>Repository Usage Recommendations<\/strong>&nbsp;from the FBM Dean\u2019s Office and DSBU<\/li>\n\n\n\n<li><strong>Indication on the type of support provided by the DSBU<\/strong><\/li>\n\n\n\n<li><strong>Filters Tailored for UNIL\u2013CHUV Researcher<\/strong><\/li>\n\n\n\n<li>A&nbsp;<strong>\u201cBest Fit Repository Finder\u201d<\/strong>&nbsp;to quickly identify:\n<ul class=\"wp-block-list\">\n<li>Recommended repositories (green)<\/li>\n\n\n\n<li>Repositories to avoid (red), based on the criteria above<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\">Link to&nbsp;<strong>FAIRShare Explorer&nbsp;<em><sup>\u00a9<\/sup><\/em><sup>DSBU<\/sup><\/strong>&nbsp; <a href=\"https:\/\/dsbu.unil.ch\/datasquid-fbm\/repositories\">https:\/\/dsbu.unil.ch\/datasquid-fbm\/repositories<\/a><\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\">\u2192&nbsp;<strong>Detailed explanations about the tool&nbsp;:&nbsp;<a href=\"https:\/\/wp.unil.ch\/dsbu\/fairshare-explorer-dsbu\/\">link<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. Publishing Your Dataset<\/strong> to <strong>Data Type-Specific<\/strong>&nbsp;or&nbsp;<strong>Discipline-Specific<\/strong>&nbsp;<strong>Repositories<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Scope<\/strong>: <strong>Designed for specific or disciplinary data types<\/strong>, such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Genomic data (<a href=\"https:\/\/www.ebi.ac.uk\/ena\/browser\/submit\">ENA<\/a>:&nbsp;nucleotide sequence data,&nbsp;<a href=\"https:\/\/ega-archive.org\/submission\">EGA<\/a>:&nbsp;human data that requires controlled access).<\/li>\n\n\n\n<li>RNA sequencing.<\/li>\n\n\n\n<li>Electron microscopy (<a href=\"https:\/\/www.ebi.ac.uk\/pdbe\/emdb\/empiar\/deposition\/\">EMPIAR<\/a>:&nbsp;raw image data).<\/li>\n\n\n\n<li>FACS data (<a href=\"https:\/\/flowrepository.org\/\">FlowRepository<\/a>: database of flow cytometry experiments)<\/li>\n\n\n\n<li>Light microscopy (<a href=\"https:\/\/www.ebi.ac.uk\/bioimage-archive\/submit\/\">BioImage Archive<\/a>:&nbsp;bioimaging data).<\/li>\n\n\n\n<li>Open research infrastructure that gathers data, tools and computing facilities for brain-related research (<a href=\"https:\/\/www.ebrains.eu\/\">EBRAINS<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Use Recommended Standards for File Formats and Metadata Schemas<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">To ensure interoperability, discoverability, and long-term reuse, always follow the file formats and metadata schemas endorsed by your chosen repository. These community-driven standards are tailored to each data type and archive\u2014and you can discover them quickly with the <strong><strong>FAIRShare Explorer <sup>@DSBU<\/sup><\/strong><\/strong> tool:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Accepted File Formats<\/strong> \u2192 e.g., OME-TIFF, NIfTI, FASTQ, etc.<\/li>\n\n\n\n<li><strong>Metadata Standards<\/strong> \u2192 e.g., REMBI, MIAME, MIAPE, CDISC, etc.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Use FAIRShare Explorer to:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Identify the exact formats and schemas<\/strong> required by each repository.<\/li>\n\n\n\n<li><strong>Read the repository descriptions<\/strong>\u2014including data types supported, submission workflows, licensing rules, and access conditions.<\/li>\n\n\n\n<li><strong>Access step-by-step deposit instructions<\/strong> and examples for every repository.<\/li>\n<\/ol>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\">Launch <strong>FAIRShare Explorer&nbsp;<em><sup>\u00a9<\/sup><\/em><sup>DSBU<\/sup><\/strong> <a href=\"https:\/\/dsbu.unil.ch\/datasquid-fbm\/repositories\">https:\/\/dsbu.unil.ch\/datasquid-fbm\/repositories<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. <strong>FBM UNIL\u2013CHUV Zenodo Community if no suitable specialized repository exists<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If no suitable specialized repository exists, the&nbsp;<strong>FBM Dean\u2019s Office strongly recommends<\/strong>&nbsp;depositing your dataset in the following generalist repository:<\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\"><strong>Zenodo \u2013 FBM UNIL\u2013CHUV Community&nbsp;<\/strong>: <a href=\"https:\/\/zenodo.org\/communities\/fbm-unil-chuv\">https:\/\/zenodo.org\/communities\/fbm-unil-chuv<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Depositing in this community allows you to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Receive&nbsp;<strong>metadata curation and guidance<\/strong>&nbsp;from the&nbsp;<strong>Data Stewardship Biomed Unit (DSBU)<\/strong><\/li>\n\n\n\n<li>Increase your dataset\u2019s&nbsp;<strong>visibility<\/strong>&nbsp;within and beyond FBM<\/li>\n\n\n\n<li>Ensure&nbsp;<strong>traceability<\/strong>&nbsp;of data produced by the faculty<\/li>\n\n\n\n<li><strong>Link your dataset to your publication<\/strong>, making it easier to cite and access<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">We recommend submitting your dataset&nbsp;<strong>early<\/strong>, ideally during the&nbsp;<strong>manuscript review process<\/strong>, so that it can be referenced and properly cited in your article.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Zenodo FBM\/CHUV Community Submission Process \u2013 Key Information<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>You can&nbsp;<strong>only submit drafts<\/strong>&nbsp;(unpublished records) to a Zenodo community.<\/li>\n\n\n\n<li><strong>Both you and the community curators (DSBU)<\/strong>&nbsp;can edit metadata and files during the review phase.<\/li>\n\n\n\n<li>Your record can be&nbsp;<strong>automatically published<\/strong>&nbsp;once approved by the community curators.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Submit your record for review in 3 simple steps:<\/strong><\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\"><strong>See the Zenodo guide <\/strong><a href=\"https:\/\/help.zenodo.org\/docs\/share\/submit-for-review\/\">https:\/\/help.zenodo.org\/docs\/share\/submit-for-review\/<\/a><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Find the community<\/strong>: Search for \u201cFBM UNIL\u2013CHUV\u201d on Zenodo and go to the community page.<\/li>\n\n\n\n<li><strong>Submit for review<\/strong>: Upload your dataset and request inclusion.<\/li>\n\n\n\n<li><strong>Manage your submission<\/strong>: Monitor review status and edit if needed.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>File Formats and Metadata <\/strong>Recommended Standards for Zenodo&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">To ensure&nbsp;<strong>interoperability<\/strong>,&nbsp;<strong>discoverability<\/strong>, and&nbsp;<strong>long-term reuse<\/strong>, it is essential to follow the&nbsp;<strong>file formats and metadata schemas<\/strong>&nbsp;recommended by the repository itself. These standards are typically developed in collaboration with the scientific community and tailored to the type of data being archived.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Accepted File Formats<\/strong>&nbsp;\u2192&nbsp;&nbsp;<strong>Recommended Standards Files format for unstructred data&nbsp;<\/strong>from our service<strong>&nbsp;<\/strong>for data sharing or archiving<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Recommended Standards Files format&nbsp;<\/strong><\/summary>\n<p class=\"wp-block-paragraph\">Ranked in descending order of preference<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Text:<\/strong><br>\u2022 PDF\/A<br>\u2013 PDF\/X<br>\u2022 Plain text (.txt)<br>\u2022 Open Office (.odt)<br>\u2022 XML \/ HTML (with schema)<br>\u2022 Word XML (.docx)<br>\u2022 RTF<br>\u2022 LaTeX<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Images:<\/strong><br>\u2022&nbsp;<strong>Bitmap<\/strong><br>\u2013 TIFF (uncompressed)<br>\u2013 PNG<br>\u2013 JPEG2000<br>\u2013 (GIF)<br>\u2022&nbsp;<strong>Vector<\/strong><br>\u2013 SVG<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tabular data:<\/strong><br>\u2022 CSV (comma, tab, semi-colon)<br>\u2022 Open Office (.ods)<br>\u2022 XML \/ HTML (with schema)<br>\u2022 Excel (.xlsx)<br>\u2022 .SQL<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Video:<\/strong><br>\u2022 MPEG-4 (H.264) (~ MP4)<br>\u2022 Motion JPEG 2000<br>\u2022 MPEG-1\/2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Audio:<\/strong><br>\u2022 WAV (preferably Broadcast Wave Format, LPCM)<br>\u2022 AIFF (LPCM)<br>\u2022 OGG Vorbis<br>\u2022 MP3 MPEG Layer III<br>\u2022 AAC MPEG-4<\/p>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Metadata Standards<\/strong>&nbsp;\u2192 <strong>DataCite Metadata schema<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Useful standard for describing general research datasets when there is no data category or discipline specific standard.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>DataCite Metadata schema<\/strong><\/summary>\n<p class=\"wp-block-paragraph\"><strong>The&nbsp;<a href=\"https:\/\/schema.datacite.org\/meta\/kernel-3\/doc\/DataCite-MetadataKernel_v3.1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">DataCite Metadata Schema<\/a>&nbsp;<\/strong>for Publication and Citation of Research Data&nbsp;distinguishes between 3 different levels of obligation for the metadata properties:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Mandatory (M)<\/strong>&nbsp;properties must be provided,<\/li>\n\n\n\n<li><strong>Recommended (R)<\/strong>&nbsp;properties are optional, but strongly recommended and<\/li>\n\n\n\n<li><strong>Optional (O)<\/strong>&nbsp;properties are optional and provide richer description.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Table 1 and table 2 list the different items you should document about your dataset based on the 3 different levels of obligation.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.bium.ch\/wp-content\/uploads\/2016\/02\/Pr%C3%A9sentation1.jpg\"><\/a><strong>Table 1: DataCite Mandatory Properties<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img alt=\"\" decoding=\"async\" width=\"1024\" height=\"437\" fetchpriority=\"low\" src=\"https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-1024x437.jpg\" alt=\"\" class=\"wp-image-1562\" srcset=\"https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-1024x437.jpg 1024w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-300x128.jpg 300w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-768x328.jpg 768w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-1536x656.jpg 1536w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-540x231.jpg 540w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1-1080x461.jpg 1080w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite1.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.bium.ch\/wp-content\/uploads\/2016\/02\/Pr%C3%A9sentation2.jpg\"><\/a><strong>Table 2: DataCite Recommended and Optional Properties<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img alt=\"\" decoding=\"async\" width=\"1024\" height=\"768\" fetchpriority=\"low\" src=\"https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-1024x768.jpg\" alt=\"\" class=\"wp-image-1563\" srcset=\"https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-1024x768.jpg 1024w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-300x225.jpg 300w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-768x576.jpg 768w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-1536x1152.jpg 1536w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-540x405.jpg 540w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22-1080x810.jpg 1080w, https:\/\/wp.unil.ch\/dsbu\/files\/2025\/02\/DataCite22.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/details>\n\n\n\n<h2 class=\"wp-block-heading\">5. Use Horus Dataset Catalog for Sensitive Non Anonymized Data at CHUV<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Managing sensitive biomedical data requires strict adherence to privacy and confidentiality standards. Open access to such data is contingent upon&nbsp;<strong>explicit consent<\/strong>&nbsp;and the&nbsp;<strong>anonymization of personal information<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For sensitive datasets that cannot be anonymized, researchers should utilize the&nbsp;<a href=\"https:\/\/wp.unil.ch\/dsbu\/1725-2\/\"><strong>HORUS Dataset Catalog<\/strong>&nbsp;<strong>at CHUV<\/strong><\/a>, developed and managed by the&nbsp;<a href=\"https:\/\/www.chuv.ch\/fr\/rc\/qui-sommes-nous\/data-science\">Data Science Group \u2013 DSI<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key features of this catalog include:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Metadata Highlighting<\/strong>: Provides detailed metadata descriptions of sensitive clinical datasets generated at CHUV.<\/li>\n\n\n\n<li><strong>Controlled Access<\/strong>: Ensures secure access to sensitive datasets in compliance with legal restrictions.<\/li>\n\n\n\n<li><strong>High visibility and compliance to FAIR international standard<\/strong>: Enables interoperability between the CHUV catalog and external repository Zenodo, automatically transmitting FAIR metadata for public visibility in the FBM UNIL-CHUV Zenodo community.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Submit your Dataset <\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU offers end-to-end assistance with depositing sensitive data via the HORUS CHUV catalog:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Process Overview<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Dataset Submission &amp; Metadata Entry<\/strong>: Researchers are supported by the DSBU to upload their dataset into the HORUS Dataset Catalog and fill in all necessary metadata fields describing the dataset.<\/li>\n\n\n\n<li><strong>Metadata Review &amp; Curation<\/strong>: A data steward (curator) from the DSBU carefully reviews the submission to ensure the metadata is complete, accurate, and compliant with FAIR principles.<\/li>\n\n\n\n<li><strong>Metadata Publication to Zenodo:&nbsp;<\/strong>Once validated, the metadata is automatically published to the&nbsp;<a href=\"https:\/\/zenodo.org\/communities\/fbm_chuv\/records?q=&amp;l=list&amp;p=1&amp;s=10&amp;sort=newest\">Zenodo FBM UNIL-CHUV Community<\/a>, making the dataset discoverable on an international level, even though the data itself remains protected on CHUV internal servers.<\/li>\n\n\n\n<li><strong>Data Access Request by contacting the PI:<\/strong>&nbsp;When other researchers read a publication referring to a dataset hosted in HORUS, or when they browse Zenodo and find the associated metadata, they gain a detailed understanding of the dataset\u2019s content. If they are interested in using the data, they can contact the Principal Investigator (PI) through its e-mail address listed in the metadata.<\/li>\n\n\n\n<li><strong>Access Evaluation &amp; Agreement:<\/strong>&nbsp;The PI, possibly with a designated review committee, evaluates whether the data access request is legitimate. Criteria include:\n<ul class=\"wp-block-list\">\n<li>The resquester comply to the Data Sharing Requests and Procedures<\/li>\n\n\n\n<li>The requester works in a relevant field,<\/li>\n\n\n\n<li>Their study is clearly aligned with the dataset\u2019s subject and goals,<\/li>\n\n\n\n<li>A clear scientific justification for the data reuse is provided.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Collaboration &amp; Data Transfer and Use Agreement (DTUA)<\/strong>:\n<ul class=\"wp-block-list\">\n<li>If the PI and committee approve the request, a collaboration agreement can be established.<\/li>\n\n\n\n<li>Data can then be shared with the external team under the terms of a CHUV DTUA (The template used for this agreement is based on the one published by SPHN).<\/li>\n\n\n\n<li>SPHN DTUA&nbsp;<a href=\"https:\/\/sphn.ch\/document\/dtua-without-processor-template\/\"><strong>link<\/strong><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\">Check out our&nbsp;<strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/1725-2\/\">information page<\/a><\/strong>&nbsp;to get started<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Please&nbsp;<strong>note that&nbsp;anonymization services<\/strong>&nbsp;are not provided by our unit; researchers should consult the&nbsp;Data Science Center (<a href=\"https:\/\/www.chuv.ch\/fr\/bdsc\/\">BDSC<\/a>)&nbsp;for assistance with anonymization.nked in descending order of preference):<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. <strong>FAIR Data Management Support Services Requested for SNSF and EU Applications<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Effective 1 April 2026<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Starting\u00a0<strong>1 April 2026<\/strong>, the\u00a0<strong>Data Stewardship Biomed Unit (DSBU)<\/strong>\u00a0will provide\u00a0<strong>FAIR data management services <\/strong>for research projects conducted within the\u00a0Faculty of Biology and Medicine UNIL\u2013CHUV.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These services ensure compliance with\u00a0<strong>FAIR principles<\/strong>\u00a0(Findable, Accessible, Interoperable, Reusable) and\u00a0<strong>Open Research Data (ORD)<\/strong>\u00a0requirements from funders such as the\u00a0<strong>Swiss National Science Foundation (SNSF)<\/strong>\u00a0and European programmes.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In brief, research groups contribute to tailored FAIR data support\u2014including consulting hours, metadata curation, dataset structuring and deposition, and repository guidance\u2014with costs eligible for reimbursement by the SNSF.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Fees<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>One hour&nbsp;<\/strong>of DSBU services<strong>&nbsp;is billed at&nbsp;CHF 75 per hour<\/strong>, subject to prior&nbsp;<strong>validation by the&nbsp;Principal Investigator (PI)<\/strong>&nbsp;responsible for the project.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Subscription to paid data stewardship services is expected for any project submitted to SNSF&nbsp;or to&nbsp;European funding schemes.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This&nbsp;<strong>expectation&nbsp;may be waived if a member of the research group fulfills the role of data scientist<\/strong>, provided that their data stewardship qualifications are assessed and validated by the DSBU at the time of the budget reque<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These services are provided as part of the DSBU\u2019s paid FAIR Data Services\u00a9DSBU; for full details, please refer to the\u00a0<a href=\"https:\/\/wp.unil.ch\/dsbu\/pricing-funding-eligibility\/\"><strong>Costs<\/strong>\u00a0<strong>section<\/strong><\/a> of the website. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>DSBU support includes<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU supports FBM UNIL\u2013CHUV researchers across the full research data lifecycle, from dataset preparation and documentation to FAIR data sharing, metadata curation, repository submission, visibility and long-term preservation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Personalized Assistance for Datasets<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU provides personalized support to help researchers prepare their datasets for FAIR data sharing. This includes guidance on dataset structure, naming conventions, documentation, metadata standards, open file formats, repository selection and long-term preservation requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We also provide <strong>tutorials and short, hands-on training sessions<\/strong> to help researchers apply good data management practices directly to their own datasets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Dataset Structuration and Documentation for FAIR Data Sharing<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DSBU support includes guidance on preparing datasets for FAIR data sharing, including assistance with <strong>metadata standards<\/strong> and <strong>open file formats<\/strong> for data sharing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>DataSquid<sup>@DSBU<\/sup>\u00a0for Automated Data Documentation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We help researchers produce complete <strong>README files<\/strong> describing the dataset context, data types, acquisition methods, instrumentation, software, protocols, file organization and any other information needed to understand and reuse the data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This support can be facilitated through <strong>DataSquid@DSBU<\/strong>:<br><a href=\"https:\/\/wp.unil.ch\/dsbu\/tools_readme\/\">https:\/\/wp.unil.ch\/dsbu\/tools_readme\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>DataSquid@DSBU<\/strong> is an advanced tool that automates experimental data documentation by integrating information from equipment databases, laboratory protocols and acquisition workflows, ensuring comprehensive, consistent and reproducible research documentation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Structured Dataset and Metadata Standardization with BioMetaXtract@DSBU<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU also supports the production of structured metadata using <strong>BioMetaXtract@DSBU<\/strong>, with modality-specific metadata mapping for FAIR data sharing:<br><a href=\"https:\/\/wp.unil.ch\/dsbu\/biometaxtractdsbu-multimodal-instrument-metadata-extraction-for-fair-data-sharing\/\">https:\/\/wp.unil.ch\/dsbu\/biometaxtractdsbu-multimodal-instrument-metadata-extraction-for-fair-data-sharing\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>BioMetaXtract@DSBU<\/strong> ingests heterogeneous imaging and FACS datasets and harmonizes metadata using modality-specific standards such as <strong>REMBI, BIDS and MIFlowCyt<\/strong>. It combines raw file parsing, sidecar enrichment and metadata inference to produce standardized, validated and deposit-ready outputs, including quality flags and provenance tracking.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Metadata Curation and Repository Support<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU supports research teams and assists with metadata curation for the sharing of datasets in recognized repositories, including:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Generalist FAIR Repositories<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zenodo \u2013 FBM UNIL\u2013CHUV Community (<a href=\"https:\/\/zenodo.org\/communities\/fbm_chuv\/records?q=&amp;l=list&amp;p=1&amp;s=10&amp;sort=newest\">link<\/a>)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Institutional CHUV Repository<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">HORUS Dataset Catalog for sensitive, non-de-identifiable data (<a href=\"https:\/\/wp.unil.ch\/dsbu\/1725-2\/\">link<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Disciplinary FAIR Repositories<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ENA \u2013 European Nucleotide Archive<\/strong><br><a href=\"https:\/\/www.ebi.ac.uk\/ena\">https:\/\/www.ebi.ac.uk\/ena<\/a><\/li>\n\n\n\n<li><strong>EGA \u2013 European Genome-phenome Archive<\/strong><br><a href=\"https:\/\/ega-archive.org\/\">https:\/\/ega-archive.org<\/a><\/li>\n\n\n\n<li><strong>BioImage Archive \u2013 EMBL-EBI BioImage Archive<\/strong><br><a href=\"https:\/\/www.ebi.ac.uk\/bioimage-archive\">https:\/\/www.ebi.ac.uk\/bioimage-archive<\/a><\/li>\n\n\n\n<li><strong>EMPIAR \u2013 Electron Microscopy Public Image Archive<\/strong><br><a href=\"https:\/\/www.ebi.ac.uk\/empiar\">https:\/\/www.ebi.ac.uk\/empiar<\/a><\/li>\n\n\n\n<li><strong>EMDB \u2013 Electron Microscopy Data Bank<\/strong><br><a href=\"https:\/\/www.ebi.ac.uk\/emdb\">https:\/\/www.ebi.ac.uk\/emdb<\/a><\/li>\n\n\n\n<li><strong>MetaboLights \u2013 MetaboLights Metabolomics Repository<\/strong><br><a href=\"https:\/\/www.ebi.ac.uk\/metabolights\">https:\/\/www.ebi.ac.uk\/metabolights<\/a><\/li>\n\n\n\n<li><strong>EBRAINS \u2013 EBRAINS Research Infrastructure<\/strong><br><a href=\"https:\/\/www.ebrains.eu\/\">https:\/\/www.ebrains.eu<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This includes support for improving the quality, completeness and discoverability of dataset metadata, as well as guidance on repository requirements and submission workflows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data Reuse, Copyright and Licensing<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU provides advice on <strong>data reuse, copyright and licensing<\/strong>, including the selection of appropriate licenses, access conditions and reuse statements for shared datasets.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We also support researchers in addressing ethical, legal and contractual aspects related to data sharing, including consent, restricted access, de-identification and data transfer or data use agreements when relevant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Improving Dataset Visibility<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU helps improve the visibility and impact of research datasets by supporting DOI\/publication linkage, data citation, metadata quality, repository indexing and visibility through institutional platforms such as IRIS where applicable.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Long-Term Preservation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The DSBU supports secondary data deposition on institutional infrastructure, ensuring secure long-term preservation through <strong>tape-based archiving<\/strong> and alignment with institutional data retention requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This support helps ensure that data related to publications, research outputs and institutional obligations remain preserved, traceable and accessible over the long term.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tailored Workshops and Team-Based Data Support<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To foster good data practices across the faculty, the DSBU also offers tailored workshops and team-based support, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>workshops on FAIR data, repository use, metadata standards and data documentation;<\/li>\n\n\n\n<li>live tutorials and demos on using <strong>DataSquid@DSBU<\/strong> and <strong>FAIRShare Explorer@DSBU<\/strong>;<\/li>\n\n\n\n<li>group support sessions by appointment for research teams, laboratories, platforms or departments.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Custom training sessions can be scheduled on demand and adapted to each team\u2019s specific data types, workflows, tools and FAIR data sharing needs.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Personalized Assistance for Daatsets<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tutorials and short, hands-on training sessions<\/li>\n\n\n\n<li>Guidance on preparing your dataset for FAIR data sharing.<\/li>\n\n\n\n<li>Assistance with&nbsp;<strong>metadata standards<\/strong>&nbsp;and&nbsp;<strong>Open file formats<\/strong>&nbsp;(<a href=\"https:\/\/wp.unil.ch\/dsbu\/recommended-standards-files-format\/\">link<\/a>) for data sharing.<\/li>\n\n\n\n<li>Support to help produce a complete\u00a0<strong>README file <\/strong>describing data types, acquisition methods, instrumentation, software, etc. using\u00a0\u00a0<strong>DataSquid\u00a0<\/strong>\u2192\u00a0<a href=\"https:\/\/wp.unil.ch\/dsbu\/tools_readme\/\">https:\/\/wp.unil.ch\/dsbu\/tools_readme\/<\/a>.\n<ul class=\"wp-block-list\">\n<li>DataSquid<strong><sup>@DSBU<\/sup><\/strong>\u00a0is an advanced tool that automates data documentation for experiments by integrating with equipment databases and laboratory protocols, ensuring comprehensive, consistent, and reproducible research documentation.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Support to help produce a structured Metadata using <strong>BioMetaXtract<sup>@DSBU<\/sup><\/strong>\u00a0for Metadata Mapping per Modality \u2192 <a href=\"https:\/\/wp.unil.ch\/dsbu\/biometaxtractdsbu-multimodal-instrument-metadata-extraction-for-fair-data-sharing\/\">https:\/\/wp.unil.ch\/dsbu\/biometaxtractdsbu-multimodal-instrument-metadata-extraction-for-fair-data-sharing\/<\/a>\n<ul class=\"wp-block-list\">\n<li>BioMetaXtract<strong><sup>@DSBU<\/sup><\/strong>\u00a0ingests heterogeneous imaging and FACS datasets and harmonizes metadata using modality-specific standards like REMBI, BIDS and MIFlowCyt. It combines raw file parsing, sidecar enrichment, and inference to produce standardized, validated, and deposit-ready outputs, including quality flags and provenance tracking.\u00a0<strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/biometaxtractdsbu-multimodal-instrument-metadata-extraction-for-fair-data-sharing\/?_thumbnail_id=2352\">link<\/a><\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Metadata curation<\/strong>&nbsp;on the FBM\/CHUV Zenodo Community and Horus Dataset Catalog<\/li>\n\n\n\n<li>Advice on data reuse, copyright, and licensing.<\/li>\n\n\n\n<li>Improve visibility of your Datasets<\/li>\n\n\n\n<li>Support with secondary data deposition on institutional infrastructure,&nbsp;<strong>ensuring secure&nbsp;<\/strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/consulting-research-data-storage\/#Long-Term-Storage\"><strong>long-term preservation<\/strong><\/a> through tape-based archiving<strong>.<\/strong><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Tailored Workshops and Team-Based Data Support<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">To foster good data practices across the faculty, the DSBU also offers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Workshops<\/strong> on FAIR data, repository use, metadata standards, and data documentation<\/li>\n\n\n\n<li><strong>Live tutorials<\/strong> and demos on using DataSquid and FairShare Explorer<\/li>\n\n\n\n<li><strong>Group support sessions<\/strong> (by appointment) for research teams, labs, or departments<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Custom training sessions can be scheduled on demand and adapted to your team\u2019s specific data types and needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Inclusion in Grant Applications<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For projects generating experimental or clinical datasets supporting publications,&nbsp;<strong>DSBU data stewardship services are&nbsp;normally included included&nbsp;in SNSF and European grant applications<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>An exception<\/strong>&nbsp;may be considered<strong>&nbsp;if a member of the research group fulfills the role of data scientist<\/strong>, provided that their data stewardship qualifications are assessed and validated by the DSBU at the time of the budget request.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These services are delivered through\u00a0<strong>FAIR Data Services<sup>\u00a9DSBU<\/sup><\/strong>\u00a0which\u00a0<strong>require a financial contribution from research groups and must therefore be included in the project budget at submission<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>SNSF Funding Available (up to CHF 10,000)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The\u00a0<strong>FAIR Data Services<sup>\u00a9DSBU<\/sup><\/strong>\u00a0corresponds to\u00a0<strong>eligible costs under the SNSF Open Research Data funding scheme<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Researchers&nbsp;<strong>are&nbsp;expected to include a request of&nbsp;CHF 8,000\u201310,000 per project<\/strong>&nbsp;, depending on the Data Stewardship service package selected, under the budget category:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Material costs \u2013 Costs for granting access to research data (Open Research Data).<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Budget Request at Submission<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">As SNSF regulations do not allow additional funding requests after submission or grant award,&nbsp;<strong>researchers planning SNSF or EU proposals are encouraged to contact the DSBU early during proposal preparation.<\/strong><\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\">Further information on <strong>Service Costs<\/strong> is available on the&nbsp;<strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/pricing-funding-eligibility\/\">dedicated webpage<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\"><strong>For any questions or to schedule support contact us :<\/strong><a href=\"https:\/\/wp.unil.ch\/dsbu\/contact\/\"> <\/a><a href=\"https:\/\/wp.unil.ch\/dsbu\/contact\/\">https:\/\/wp.unil.ch\/dsbu\/contact\/<\/a><\/p>\n\n\n\n<p class=\"has-buttons-text-background-color has-background has-large-font-size wp-block-paragraph\"><strong>Additional Services<\/strong>: Regular training sessions on data management and sharing. Check the DSBU calendar for upcoming events&nbsp;<a href=\"https:\/\/wp.unil.ch\/dsbu\/workshops\/\" target=\"_blank\" rel=\"noreferrer noopener\">link<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FAIR Data Sharing &amp; Open Research Data Support for FBM UNIL-CHUV Researchers 1. Criteria for Repository Selection Prioritize Domain-Specific or Data Type-Specific Repositories Before considering a generalist repository&hellip;<\/p>\n","protected":false},"author":1002838,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-full-width.php","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"footnotes":""},"class_list":["post-221","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/pages\/221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/users\/1002838"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/comments?post=221"}],"version-history":[{"count":5,"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/pages\/221\/revisions"}],"predecessor-version":[{"id":2365,"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/pages\/221\/revisions\/2365"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/dsbu\/wp-json\/wp\/v2\/media?parent=221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}