Changes for page data-curation-copy

Last modified by eapapp on 2023/07/04 16:46

From version 202.1
edited by ingrreit
on 2023/06/26 13:38
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To version 195.1
edited by adavison
on 2023/06/14 15:35
Change comment: There is no comment for this version

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1 -XWiki.ingrreit
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17 17  {{/html}}
18 18  
19 19  
20 -(% class="wikigeneratedid" id="HPublishingneurosciencedata2CmodelsandsoftwareviaEBRAINS" %)
21 -(% style="font-size:2em" %)**Publishing neuroscience data, models and software via EBRAINS**
20 +== Publishing neuroscience data, models and software via EBRAINS ==
22 22  
22 +
23 23  (% class="wikigeneratedid" %)
24 24  The aim of this collab is to provide you with detailed information about publishing data, simulations, computational models, and software via EBRAINS. If you want a quick overview of the sharing process, see [[https:~~/~~/ebrains.eu/service/share-data>>https://ebrains.eu/service/share-data]].
25 25  
... ... @@ -83,6 +83,8 @@
83 83  //to share data on EBRAINS: //
84 84  // //
85 85  [[[[image:image-20230324171114-2.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
86 +
87 +
86 86  )))
87 87  
88 88  
... ... @@ -104,20 +104,10 @@
104 104  
105 105  ==== **2. Upload data ** ====
106 106  
107 -(% class="box floatinginfobox" id="share-data-infographic" %)
108 -(((
109 -(% style="text-align:center" %)
110 -//Download our infographic//
111 -//with guidelines
112 -on data organization: //
113 113  
114 -(% style="text-align:center" %)
115 -[[[[image:image-20230621121014-1.png||height="150" width="106"]]>>https://drive.ebrains.eu/lib/f5cf4964-f095-49bd-8c34-e4ffda05a497/file/ebrains-infographic-data-organisation.pdf/]]
116 -)))
117 -
118 118  (% style="margin-right:10px" %)[[image:https://lh5.googleusercontent.com/sieKO-kW8O18iPaUyonwyo4UfHBmtc2E9BDnjbx52j6J_uGmm-OzGAo7sloMk3sYwKa6QW3hYQsOA9N4H7uGQpca088Wrk0Nurpt_J3B0-NSbcaPNdZIh21otQcG6jnAxLGiKoEvkTyaDGTMk3fu7me8mQ=s2048||height="94px;" width="94px;"]](%%)**Ensure data is structured consistently prior to upload. **
119 119  
120 -We look for organized data, not organized according to our standard. This is to support the broadest degree of sharing possible. We do however require that the data is organized in a consistent and precise manner. Please see our// //[[guidelines on data organization>>https://drive.ebrains.eu/smart-link/25299f04-c4e5-4028-8f5f-3b8208f9a532/]] for further guidance.
112 +We look for organized data, not organized according to our standard. This is to support the broadest degree of sharing possible. We do however require that the data is organized in a consistent and precise manner. Please see our// //[[collection of guidelines on data organization>>https://drive.ebrains.eu/smart-link/25299f04-c4e5-4028-8f5f-3b8208f9a532/]] for further guidance.
121 121  
122 122  (% style="margin-right:10px" %)[[image:https://lh5.googleusercontent.com/EWtYwfVlbeC-jqPasgmzidqc50GrkKIEgwXeUeql8aaMHIukmFdWEy0nufVWWATbxDDK3XwwZEDmASrbpCsBk1u0HpAd8x4ZgAMsMPRcWyrb9etlV6FgKE_QN2e6SqKxHE0rzkR8uI1rRW_5z21TFGYVnw=s2048||height="91px;" width="91px;"]](%%)**Upload data to EBRAINS Storage, either using a drag-and-drop solution (opt. 1) or an interactive python script (opt. 2).**
123 123  
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165 165  (% class="box floatinginfobox" id="data-descriptor-infographic" %)
166 166  (((
167 167  (% style="text-align:center" %)
168 -//Download our infographic
169 -about the EBRAINS Data//
170 -//Descriptor//
160 +//Download our infographic: //
161 +//The EBRAINS Data//
162 +//Descriptor at a glance//
171 171  // //
172 172  [[[[image:image-20230324171109-1.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]
165 +
173 173  )))
174 174  
175 175  ==== **5. Preview and publish** ====
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180 180  Once a Curator has assembled the dataset in the EBRAINS Knowledge Graph, combining the data, metadata and data descriptor, the data provider will receive a private URL for previewing the dataset prior to release. We need an official approval from the data custodian{{footnote}}The Data Custodian is responsible for the content and quality of the Data and metadata, and is the person to be contacted by EBRAINS CS in case of any misconduct related to the Data. It is the obligation of a Data Custodian to keep EBRAINS informed about changes in the contact information of the authors of the Datasets provided by them ([[EBRAINS Data Provision Protocol - version 1.1>>https://strapi-prod.sos-ch-dk-2.exo.io/EBRAINS_Data_Provision_Protocol_dfe0dcb104.pdf]]).{{/footnote}} to release the dataset. Once released, a [[DataCite DOI>>https://datacite.org/]] will be generated for the dataset. If the identical data collection has received a DOI elsewhere, we recommend re-using the already issued DOI.
181 181  
182 182  
176 +----
183 183  
178 +==== ====
184 184  
180 +==== **Sharing human subject data** ====
181 +
182 +(% class="box floatinginfobox" %)
183 +(((
184 +**Human subject data that can be shared on EBRAINS:**
185 +// //
186 +// - Post-mortem data//
187 +// - Aggregated data//
188 +// - Strongly pseudonymized or de-identified subject data//
189 +// with a legal basis for sharing (e.g. Informed Consent)//
190 +// //
191 +
192 +(% class="small" %)
193 +//If you have human data that does not qualify as any of the above,//
194 +//please [[get in touch>>https://www.ebrains.eu/contact/]] and we will clarify the available options.//
195 +)))
196 +
197 +
198 +Human subject data shared on EBRAINS must comply with [[GDPR >>https://gdpr-info.eu/]]and [[EU directives>>https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32010L0063]]. The information we need to assess this is collected via our [[Ethics and Regulatory Compliance Survey>>https://nettskjema.no/a/224765]].
199 +
200 +Post-mortem and aggregated human data can be shared openly, given direct identifiers in the metadata are removed. Strongly pseudonymized and de-identified data can be shared via the Human Data Gateway (HDG).
201 +
202 +The Human Data Gateway (HDG) was introduced in February 2021 as a response to the needs of multiple data providers who are bringing human subject data to EBRAINS. HDG covers the sharing of strongly pseudonymized or de-identified data, a limited range human subject data without direct identifiers and with very few indirect identifiers.
203 +
204 +The HDG adds an an authentication layer on top of the data. This means that **data users **must request access to the data (via their EBRAINS account) and will receive access provided they actively accept the [[EBRAINS Access Policy>>https://ebrains.eu/terms#access-policy]], the [[EBRAINS General Terms of Use>>https://ebrains.eu/terms#general-terms-of-use]], and the [[EBRAINS Data Use Agreement>>https://ebrains.eu/terms#data-use-agreement]]. The account holder also have to accept that information about their request and access to specific data under HDG is being tracked and stored. **Data owners** must be aware that sharing under the HDG affects the legal responsibilities for the data. They must agree to joint control of the data (see the [[Data Provision Protocol v1>>url:https://strapi-prod.sos-ch-dk-2.exo.io/EBRAINS_Data_Provision_Protocol_dfe0dcb104.pdf]], section 1.4 - 1.5) and the Data Protection Officers of the responsible institutions must have accepted that the data can be shared under HDG.
205 +
206 +The HDG is an extension of the existing services and does not replace the future EBRAINS Service for sensitive data (planned for 2024) which is outside the domain of the current EBRAINS Data and Knowledge services.
207 +
208 +
185 185  ----
186 186  
187 187  === Step by Step - Models ===
188 188  
189 189  
214 +
215 +
190 190  ==== 1. Start early ====
191 191  
192 192  It is not necessary to wait until you are ready to publish to register your model with EBRAINS.
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228 228  To add your model, click "+", fill in the form, then click "Add model".
229 229  
230 230  As development of your model proceeds, you can easily register new versions of the code,
231 -and new parameterizations, by clicking "Add new version".
257 +and new parameterizations by clicking "Add new version".
232 232  
233 233  If you prefer not to use the app, you can instead fill in the [[Curation request form>>https://nettskjema.no/a/277393#/]].,
234 234  and you will be contacted by e-mail with further instructions.
235 235  
236 -==== 5. Provide a reference dataset ====
262 +====
263 +5. Provide a reference dataset ====
237 237  
238 238  Once you're ready to publish your model entry in the EBRAINS Knowledge Graph,
239 239  we encourage you to provide a dataset containing the simulation results produced by your model,
... ... @@ -251,9 +251,9 @@
251 251  only members of the collab will be able to view the model entry, in the Model Catalog app
252 252  or using the Model Validation Python client.
253 253  
254 -After publication, the model will appear in the [[EBRAINS public search results>>https://search.kg.ebrains.eu/?category=Model||rel="noopener noreferrer" target="_blank"]], and will receive a DOI.
281 +After publication, the model will appear in the [[EBRAINS public search results>>https://search.kg.ebrains.eu/?category=Model||rel=" noopener noreferrer" target="_blank"]], and will receive a DOI.
255 255  
256 -To request publication, [[contact EBRAINS support>>https://ebrains.eu/support||rel="noopener noreferrer" target="_blank"]], providing the collab name and the model name or ID.
283 +To request publication, [[contact EBRAINS support>>https://ebrains.eu/support||rel=" noopener noreferrer" target="_blank"]], providing the collab name and the model name or ID.
257 257  
258 258  
259 259  Curators will then perform a number of checks:
... ... @@ -260,11 +260,11 @@
260 260  
261 261  1. Does the model description provide sufficient context to understand the purpose and use of the model?
262 262  1. Does the code repository contain a licence file, explaining the conditions for reusing the code?
263 -1. Does the model have a clearly defined version identifier (e.g. v1.0)? For models in a Git repository, the version identifier should match the name of a tag or release.
290 +1. Does the model have a clearly defined version identifier (e.g. v1.0). For models in a Git repository, the version identifier should match the name of a tag or release.
264 264  
265 265  The curators will also take a snapshot of your model code.
266 266  
267 -* For models in public Git repositories, we archive a copy of the repository in [[Software Heritage>>https://www.softwareheritage.org/||rel="noopener noreferrer" target="_blank"]].
294 +* For models in public Git repositories, we archive a copy of the repository in Software Heritage.
268 268  * For models in a collab Bucket or Drive, we make a read-only copy of the code in a public container in the EBRAINS repository.
269 269  
270 270  Once this is done, you will be invited to review a preview of how the model entry will appear in the KG Search,
... ... @@ -296,36 +296,6 @@
296 296  
297 297  ----
298 298  
299 -=== Sharing human subject data ===
300 -
301 -(% class="box floatinginfobox" %)
302 -(((
303 -**Human subject data that can be shared on EBRAINS:**
304 -// //
305 -// - Post-mortem data//
306 -// - Aggregated data//
307 -// - Strongly pseudonymized or de-identified subject data//
308 -// with a legal basis for sharing (e.g. Informed Consent)//
309 -// //
310 -
311 -(% class="small" %)
312 -//If you have human data that does not qualify as any of the above,//
313 -//please [[get in touch>>https://www.ebrains.eu/contact/]] and we will clarify the available options.//
314 -)))
315 -
316 -
317 -Human subject data shared on EBRAINS must comply with [[GDPR >>https://gdpr-info.eu/]]and [[EU directives>>https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32010L0063]]. The information we need to assess this is collected via our [[Ethics and Regulatory Compliance Survey>>https://nettskjema.no/a/224765]].
318 -
319 -Post-mortem and aggregated human data can be shared openly, given direct identifiers in the metadata are removed. Strongly pseudonymized and de-identified data can be shared via the Human Data Gateway (HDG).
320 -
321 -The Human Data Gateway (HDG) was introduced in February 2021 as a response to the needs of multiple data providers who are bringing human subject data to EBRAINS. HDG covers the sharing of strongly pseudonymized or de-identified data, a limited range human subject data without direct identifiers and with very few indirect identifiers.
322 -
323 -The HDG adds an an authentication layer on top of the data. This means that **data users **must request access to the data (via their EBRAINS account) and will receive access provided they actively accept the [[EBRAINS Access Policy>>https://ebrains.eu/terms#access-policy]], the [[EBRAINS General Terms of Use>>https://ebrains.eu/terms#general-terms-of-use]], and the [[EBRAINS Data Use Agreement>>https://ebrains.eu/terms#data-use-agreement]]. The account holder also have to accept that information about their request and access to specific data under HDG is being tracked and stored. **Data owners** must be aware that sharing under the HDG affects the legal responsibilities for the data. They must agree to joint control of the data (see the [[Data Provision Protocol v1>>url:https://strapi-prod.sos-ch-dk-2.exo.io/EBRAINS_Data_Provision_Protocol_dfe0dcb104.pdf]], section 1.4 - 1.5) and the Data Protection Officers of the responsible institutions must have accepted that the data can be shared under HDG.
324 -
325 -The HDG is an extension of the existing services and does not replace the future EBRAINS Service for sensitive data (planned for 2024) which is outside the domain of the current EBRAINS Data and Knowledge services.
326 -
327 -----
328 -
329 329  == **The openMINDS metadata framework** ==
330 330  
331 331  (% class="box floatinginfobox" %)
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411 411  Phd Student
412 412  Sensors and Cognitive Psychology (M. Sc.)(%%)
413 413  (% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Human-Computer Interaction**
414 -)))|(% style="width:303px" %)(((
415 -[[image:Lyuba.jpg||height="209" width="167"]]
411 +)))|(% style="width:328px" %)(((
412 +
416 416  
414 +
415 +
416 +
417 +
418 +
419 +
420 +
417 417  **Lyuba Zehl**
418 418  
419 419  (% class="small" %)Knowledge Systems Engineer
420 420  Dr. rer. nat. (Systems Neuroscience)(%%)
421 421  (% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
422 -)))|(% style="width:303px" %) |(% style="width:303px" %)
426 +)))|(% style="width:321px" %) |(% style="width:324px" %)
423 423  
424 424  ----
425 425  
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