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To version 168.1
edited by eapapp
on 2023/06/06 13:58
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1 1  == Publishing neuroscience data, models and software via EBRAINS ==
2 2  
3 3  
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8 8  {{toc depth="3" start="2"/}}
9 9  {{/box}}
10 10  
11 -
12 12  == **Information to get started** ==
13 13  
14 14  **[[REQUEST CURATION>>https://nettskjema.no/a/277393#/]] to share data, simulations, computational models, and software, - or to add a new version of an existing one. **
... ... @@ -30,7 +30,7 @@
30 30  
31 31  (% class="box successmessage" %)
32 32  (((
33 -**Particular needs? Contact us! **The workflows for sharing can be modified for researchers or research groups aiming to frequently publish larger numbers of their research products through EBRAINS. Please contact the curation service team in such cases
51 +**Particular needs? Contact us! **The workflows for sharing can be modified for researchers or research groups aiming to frequently publish larger numbers of their research products through EBRAINS. Please contact the curation service team in such cases. Reach us at [[curation-support@ebrains.eu>>mailto:curation-support@ebrains.eu]]
34 34  )))
35 35  
36 36  ----
... ... @@ -55,27 +55,41 @@
55 55  
56 56  [[image:image-20230326054341-1.png]]
57 57  
58 -==== ====
76 +(% class="box floatinginfobox" id="share-data-infographic" %)
77 +(((
78 +(% style="text-align:center" %)
79 +//Download our infographic//
80 +//with all you need to know//
81 +//to share data on EBRAINS: //
82 +// //
83 +[[[[image:image-20230324171114-2.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
59 59  
60 -(% style="width:1841.22px" %)
61 -|(% style="width:344px" %)(((
62 -[[[[image:image-20230324171114-2.png||height="354" width="250"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
63 -)))|(% style="width:1493px" %)//Collection of useful information for researchers looking to share experimental data on EBRAINS.//
85 +
86 +)))
64 64  
88 +
65 65  ==== **1. Provide some general information about your dataset** ====
66 66  
67 67  
68 -[[image:https://lh3.googleusercontent.com/zh7TvO6w04YGW9jIhfhmdT6CexdGs-AWOLfJXKRq7-tdHOu6ar1rOQx8o4rZevrjXqgPZ7-Ejv4b6X9XpgXuHpdUXi-mBTHIUnv5Vz-DktHt0sP-PZ3gE8XgZid3TV3swV1uTCBhHx11ge0pjP7RVxswGQ=s2048||height="85px;" width="91px;"]]** Fill in the [[Curation request form>>https://nettskjema.no/a/277393#/]]. **This form collects preliminary information about your data, allowing us to assess whether the dataset fits within the scope of EBRAINS. The submission generates a curation ID allowing us to track the case.
92 +[[image:https://lh3.googleusercontent.com/zh7TvO6w04YGW9jIhfhmdT6CexdGs-AWOLfJXKRq7-tdHOu6ar1rOQx8o4rZevrjXqgPZ7-Ejv4b6X9XpgXuHpdUXi-mBTHIUnv5Vz-DktHt0sP-PZ3gE8XgZid3TV3swV1uTCBhHx11ge0pjP7RVxswGQ=s2048||height="85px;" width="91px;"]]** Fill in the [[Curation request form>>https://nettskjema.no/a/277393#/]]. **
69 69  
94 +This form collects preliminary information about your data, allowing us to assess whether the dataset fits within the scope of EBRAINS. The submission generates a curation ID allowing us to track the case.
70 70  
71 -[[image:https://lh6.googleusercontent.com/yw442oS6BwZOlY-_0BoVxyCW3DrdcJ5ogCes92iOD16_rgNEVk56aNMDaVWXFfBLYv24bHzmGgBF9wg0szjH70xzuRTqxoQAeuy3knNO7axCHoyZDXwtyTcMgFnYwbOYxOT29LK-zchrUKLW6Mle93kOkQ=s2048||height="94px;" width="94px;"]]**Fill in the [[Ethics and Regulatory compliance form>>https://nettskjema.no/a/224765]]**. This form collects the necessary information needed for us to evaluate whether we can ethically and legally share the data via EBRAINS.
72 72  
97 +[[image:https://lh6.googleusercontent.com/yw442oS6BwZOlY-_0BoVxyCW3DrdcJ5ogCes92iOD16_rgNEVk56aNMDaVWXFfBLYv24bHzmGgBF9wg0szjH70xzuRTqxoQAeuy3knNO7axCHoyZDXwtyTcMgFnYwbOYxOT29LK-zchrUKLW6Mle93kOkQ=s2048||height="94px;" width="94px;"]]**Fill in the [[Ethics and Regulatory compliance form>>https://nettskjema.no/a/224765]]**.
73 73  
99 +This form collects the necessary information needed for us to evaluate whether we can ethically and legally share the data via EBRAINS.
100 +
101 +See below for information about the ethical and legal aspects concerning sharing of human subject data.
102 +
103 +
74 74  ==== **2. Upload data ** ====
75 75  
76 76  
77 -[[image:https://lh5.googleusercontent.com/sieKO-kW8O18iPaUyonwyo4UfHBmtc2E9BDnjbx52j6J_uGmm-OzGAo7sloMk3sYwKa6QW3hYQsOA9N4H7uGQpca088Wrk0Nurpt_J3B0-NSbcaPNdZIh21otQcG6jnAxLGiKoEvkTyaDGTMk3fu7me8mQ=s2048||height="94px;" width="94px;"]]**Ensure data is structured consistently prior to upload. **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.
107 +[[image:https://lh5.googleusercontent.com/sieKO-kW8O18iPaUyonwyo4UfHBmtc2E9BDnjbx52j6J_uGmm-OzGAo7sloMk3sYwKa6QW3hYQsOA9N4H7uGQpca088Wrk0Nurpt_J3B0-NSbcaPNdZIh21otQcG6jnAxLGiKoEvkTyaDGTMk3fu7me8mQ=s2048||height="94px;" width="94px;"]]**Ensure data is structured consistently prior to upload. **
78 78  
109 +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.
110 +
79 79  [[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).**
80 80  
81 81  //Opt. 1. //For smaller datasets with a reasonable amount of files, we recommend using the Collab-Bucket solution (drag-and-drop). A Collab Bucket must first be assigned to a dataset, which happens when a datasets is accepted for sharing.
... ... @@ -88,15 +88,12 @@
88 88  If a data collection is already uploaded elsewhere, we may link to the already existing repository.
89 89  
90 90  
91 -
92 -|(% style="width:369px" %) |(% style="width:1467px" %)
93 -
94 94  ==== **3. Submit metadata** ====
95 95  
96 96  
97 -[[image:https://lh5.googleusercontent.com/WS4T2LhF9znWWChn3Z550agLrrb-KTWdYVsJSv0lh4cGjKbjuN1WV68WER9xkYqi1UqN7KYZz7bImYz3_TpOuTuvma7T192QUiUZoyJVPk1fj5NSDSQh_kpIeBufAOdDtsDRpPKK_P5EDPqRCTAaOTNyCw=s2048||height="91px;" width="91px;"]]**Submit metadata using our **[[EBRAINS Metadata wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]** (opt. 1), or through direct interaction with the Knowledge Graph (opt. 2) **
126 +[[image:https://lh5.googleusercontent.com/WS4T2LhF9znWWChn3Z550agLrrb-KTWdYVsJSv0lh4cGjKbjuN1WV68WER9xkYqi1UqN7KYZz7bImYz3_TpOuTuvma7T192QUiUZoyJVPk1fj5NSDSQh_kpIeBufAOdDtsDRpPKK_P5EDPqRCTAaOTNyCw=s2048||height="91px;" width="91px;"]]**Submit metadata using the **[[EBRAINS Wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]** (opt. 1), or through direct interaction with the Knowledge Graph (opt. 2) **
98 98  
99 -//Opt. 1.// Manually submit the minimal required metadata via the [[EBRAINS Metadata wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]. The minimal required metadata covers extended bibliographic information necessary to publish your dataset on EBRAINS. The submitted information, including uploaded files, will be sent to the Curation team automatically
128 +//Opt. 1.// Manually submit the minimal required metadata via the [[EBRAINS Wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]. The minimal required metadata covers extended bibliographic information necessary to publish your dataset on EBRAINS. The submitted information, including uploaded files, will be sent to the Curation team automatically
100 100  
101 101  //Opt. 2.// To go beyond the minimal required metadata, you can directly interact with the Knowledge Graph (KG) in your private space. Within the private space, you can upload metadata and interact with them, moreover you can connect your metadata to existing publicly accessible entries. Access to your private space is granted upon the initiation of the curation process. You can access your private space via:
102 102  
... ... @@ -107,29 +107,29 @@
107 107  Datasets published through the EBRAINS Knowledge Graph have to be registered using **openMINDS compliant metadata** delivered as JSON-LD files. See this summary table for an overview of [[the minimally required openMINDS properties for publishing>>https://drive.ebrains.eu/lib/47995dbc-f576-4008-a76c-eefbfd818529/file/ebrains-minimum-required-metadata.xlsx]] on EBRAINS.
108 108  
109 109  
110 -**The openMINDS metadata framework**
111 -
112 -openMINDS (open Metadata Initiative for Neuroscience Data Structures) is a community-driven, open-source metadata framework for graph database systems, such as the EBRAINS Knowledge Graph. It is composed of linked metadata models, libraries of serviceable metadata instances, and supportive tooling ([[openMINDS Python>>url:https://pypi.org/project/openMINDS/]], openMINDS Matlab). For exploring the openMINDS schemas, go to the [[HTML documentation>>url:https://humanbrainproject.github.io/openMINDS/]]. For a full overview of the framework, go to [[the openMINDS collab>>url:https://wiki.ebrains.eu/bin/view/Collabs/openminds/]] or the [[GitHub repository>>https://github.com/HumanBrainProject/openMINDS]].
113 -
114 -For feedback, requests, or contributions, please get in touch with the openMINDS development team via
115 -
116 -* the support-email: [[openminds@ebrains.eu>>path:mailto:openminds@ebrains.eu]]
117 -* the [[GitHub issue tracker>>url:https://github.com/HumanBrainProject/openMINDS/issues]]
118 -* the INCF NeuroStars [[openMINDS Community Forum>>url:https://neurostars.org/t/openminds-community-forum-virtual/20156]]
119 -
120 120  ==== **4. Write a Data Descriptor ** ====
121 121  
141 +[[image:https://lh4.googleusercontent.com/lMYEKOXzejbBydOdotWWteXQo7j363xRyntBGjcPZVEdtIU1CJYX7q1STpdr2JPZK4hpWWXk20UlkUOqDGL5kX6vnQVBSdrfUo6EGfXOwpuGq1Uygv0tTZJ0lRO6voJvg56QC2mufvjAcRXGfAKFOjtc6w=s2048||height="94px;" width="94px;"]]**Write a data descriptor by filling in **[[this template>>https://drive.ebrains.eu/f/a2e07c95b1a54090bbbc/?dl=1]]** . **
122 122  
123 -[[image:https://lh4.googleusercontent.com/lMYEKOXzejbBydOdotWWteXQo7j363xRyntBGjcPZVEdtIU1CJYX7q1STpdr2JPZK4hpWWXk20UlkUOqDGL5kX6vnQVBSdrfUo6EGfXOwpuGq1Uygv0tTZJ0lRO6voJvg56QC2mufvjAcRXGfAKFOjtc6w=s2048||height="94px;" width="94px;"]]**Write a data descriptor by filling in **[[this template>>https://drive.ebrains.eu/f/a2e07c95b1a54090bbbc/?dl=1]]** . **The Data Descriptor is a document helping others interpret and reuse (and prevent misuse) of your data, and is critical to achieve a basic level of FAIR. The document will be uploaded in the repository of the data, shared as a PDF. 
143 +The Data Descriptor is a document helping others interpret and reuse (and prevent misuse) of your data, and is critical to achieve a basic level of FAIR. The document will be uploaded in the repository of the data, shared as a PDF. 
124 124  
145 +See our infographic about the data descriptor for inspiration or guidance.
125 125  
126 -Check out previous examples in the KG Search! See e.g., the data descriptor for the dataset "[[Anterogradely labeled axonal projections from the orbitofrontal cortex in rat>>https://doi.org/10.25493/2MX9-3XF]]".
147 +Check out previous examples in the KG Search. See e.g., the data descriptor for the dataset "[[Anterogradely labeled axonal projections from the orbitofrontal cortex in rat>>https://doi.org/10.25493/2MX9-3XF]]".
127 127  
128 128  Journal publications sufficiently describing the shared data, such as made available through [[Nature Scientific Data>>http://www.nature.com/sdata/about]], [[Elsevier Data in Brief>>http://www.journals.elsevier.com/data-in-brief/]], [[BMC Data note>>https://bmcresnotes.biomedcentral.com/submission-guidelines/preparing-your-manuscript/data-note]] and more, can replace the EBRAINS Data Descriptor.
129 129  
151 +(% class="box floatinginfobox" id="data-descriptor-infographic" %)
152 +(((
153 +(% style="text-align:center" %)
154 +//Download our infographic: //
155 +//The EBRAINS Data//
156 +//Descriptor at a glance//
157 +// //
158 +[[[[image:image-20230324171109-1.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]
159 +
160 +)))
130 130  
131 -|(% style="width:175px" %)[[[[image:image-20230324171109-1.png||height="154" width="109"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]|(% style="width:1662px" %)The EBRAINS Data descriptor at-a-glance
132 -
133 133  ==== **5. Preview and publish ** ====
134 134  
135 135  
... ... @@ -138,20 +138,24 @@
138 138  
139 139  ----
140 140  
141 -==== **Sharing human data ** ====
170 +==== **Sharing human subject data ** ====
142 142  
143 143  (% class="box floatinginfobox" %)
144 144  (((
145 -**Human subject data that can be shared on EBRAINS consists of:**
174 +**Human subject data that can be shared on EBRAINS:**
175 +// //
176 +// - Post-mortem data//
177 +// - Aggregated data//
178 +// - Strongly pseudonymized or de-identified subject data//
179 +// with a legal basis for sharing (e.g. Informed Consent)//
180 +// //
146 146  
147 -- Post-mortem data
148 -- Aggregated data
149 -- Strongly pseudonymized or de-identified subject data with a legal basis for sharing (e.g. Informed Consent)
150 -
151 -(% class="small" %)//If you have human data that does not classify as any of the above, please get in touch and we will clarify the available options. //
182 +(% class="small" %)
183 +//If you have human data that does not qualify as any of the above,//
184 +//please [[get in touch>>https://www.ebrains.eu/contact/]] and we will clarify the available options.//
152 152  )))
153 153  
154 -Human 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]].
187 +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]].
155 155  
156 156  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).
157 157  
... ... @@ -176,25 +176,33 @@
176 176  
177 177  === Step by Step - Software ===
178 178  
179 -[[[[image:swc-flow-no-header.png||alt="swc-flow.png"]]>>https://www.ebrains.eu/tools/ebrains-curation-request-form||rel="noopener noreferrer" target="_blank"]]
212 +[[[[image:Screenshot 2023-06-06 1122082.png||alt="swc-flow.png" height="136" width="637"]]>>https://www.ebrains.eu/tools/ebrains-curation-request-form||rel="noopener noreferrer" target="_blank"]]
180 180  
181 -~1. Fill in the [[request form>>https://www.ebrains.eu/tools/ebrains-curation-request-form]]. You'll be contacted by a curator with further instructions. In these instructions you will find the links to your software and software version entries in the Knowledge Graph.
214 +~1. Fill in the [[request form>>https://www.ebrains.eu/tools/ebrains-curation-request-form]]. You'll be contacted by a curator with further instructions. In these instructions, you will find the links to your software and software version entries in the Knowledge Graph.
182 182  
183 183  2. Enter the metadata of your software in your private space of the [[Knowledge Graph Editor>>url:https://editor.kg.ebrains.eu/]] by using the links provided by the curator. Please provide the metadata for your software as complete as possible. This makes it easier for users to find and use your software. If you have questions feel free to contact the curation support. After you have finished editing your entries, please let the curators know by replying to your ticket. We curate your metadata and get back to you, if necessary.
184 184  
185 -3. After a quality check, we integrate and publish the information to the Knowledge Graph. Your software is then searchable and usable for the neuroscience community.[[[[image:Thumb.png||alt="EBRAINS-Share-Software.pdf" height="315" style="float:right" width="215"]]>>attach:EBRAINS-Share-Software.pdf]]
218 +3. After a quality check, we integrate and publish the information to the Knowledge Graph. Your software is then searchable and usable for the neuroscience community.
186 186  
187 187  If you want to add a new version to an already curated software, please request this via the [[curation request form>>https://nettskjema.no/a/277393]].
188 188  
189 -For more information, visit our [[Guide to Software Curation in the EBRAINS Knowledge Graph>>url:https://wiki.ebrains.eu/bin/view/Collabs/swc-guide]] or see our infographic.
222 +For more information, visit our [[Guide to Software Curation in the EBRAINS Knowledge Graph>>url:https://wiki.ebrains.eu/bin/view/Collabs/swc-guide]] or see our infographic below.
190 190  
224 +(% style="text-align: right;" %)
225 +==== //Software curation at a glance          //[[[[image:Thumb2.png||alt="EBRAINS-Share-Software.pdf" height="287" width="197"]]>>attach:EBRAINS-Share-Software-4.pdf]] ====
191 191  
227 +----
192 192  
229 +== **The openMINDS metadata framework** ==
193 193  
231 +openMINDS (open Metadata Initiative for Neuroscience Data Structures) is a community-driven, open-source metadata framework for graph database systems, such as the EBRAINS Knowledge Graph. It is composed of linked metadata models, libraries of serviceable metadata instances, and supportive tooling ([[openMINDS Python>>url:https://pypi.org/project/openMINDS/]], openMINDS Matlab). For exploring the openMINDS schemas, go to the [[HTML documentation>>url:https://humanbrainproject.github.io/openMINDS/]]. For a full overview of the framework, go to [[the openMINDS collab>>url:https://wiki.ebrains.eu/bin/view/Collabs/openminds/]] or the [[GitHub repository>>https://github.com/HumanBrainProject/openMINDS]].
194 194  
233 +For feedback, requests, or contributions, please get in touch with the openMINDS development team via
195 195  
235 +* the support-email: [[openminds@ebrains.eu>>path:mailto:openminds@ebrains.eu]]
236 +* the [[GitHub issue tracker>>url:https://github.com/HumanBrainProject/openMINDS/issues]]
237 +* the INCF NeuroStars [[openMINDS Community Forum>>url:https://neurostars.org/t/openminds-community-forum-virtual/20156]]
196 196  
197 -
198 198  ----
199 199  
200 200  == **The curation team: meet the curators** ==
... ... @@ -213,7 +213,7 @@
213 213  
214 214  (% class="small" %)Curation Scientist
215 215  Neuroscience (PhD)(%%)
216 -(% class="small" style="color:#4a5568" %)**Behavioral neuroscience and microscopy**
257 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Behavioral neuroscience and microscopy**
217 217  )))|(% style="width:303px" %)(((
218 218  [[image:Camilla.jpg||alt="My project.jpg" height="209" width="167"]]
219 219  
... ... @@ -222,7 +222,7 @@
222 222  (% class="small" %)Curation Scientist,
223 223  Phd Student
224 224  Neuroscience (M. Sc.)(%%)
225 -(% class="small" style="color:#4a5568" %)**Neuroanatomy and data integration**
266 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and data integration**
226 226  )))|(% style="width:303px" %)(((
227 227  [[image:My project (1).jpg||height="209" width="167"]]
228 228  
... ... @@ -231,7 +231,7 @@
231 231  (% class="small" %)Curation Scientist,
232 232  Phd Student
233 233  Neuroscience (M. Sc.)(%%)
234 -(% class="small" style="color:#4a5568" %)**Neuroanatomy and structural connectivity**
275 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and structural connectivity**
235 235  )))|(% style="width:303px" %)(((
236 236  [[image:My project1.jpg||height="209" width="167"]]
237 237  
... ... @@ -239,7 +239,7 @@
239 239  
240 240  (% class="small" %)Curation Scientist
241 241  Neurocognitive Psychology (M. Sc.)(%%)
242 -(% class="small" style="color:#4a5568" %)**Neuroimaging **
283 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroimaging **
243 243  )))
244 244  
245 245  |(% style="width:303px" %)(((
... ... @@ -250,7 +250,7 @@
250 250  (% class="small" %)Curation Scientist,
251 251  Phd Student
252 252  Neuroscience (M. Sc.)(%%)
253 -(% class="small" style="color:#4a5568" %)**Neuroanatomy and brain atlases**
294 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and brain atlases**
254 254  )))| | |
255 255  
256 256  
... ... @@ -264,7 +264,7 @@
264 264  (% class="small" %)Curation Scientist,
265 265  Phd Student
266 266  Sensors and Cognitive Psychology (M. Sc.)(%%)
267 -(% class="small" style="color:#4a5568" %)**Human-Computer Interaction**
308 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Human-Computer Interaction**
268 268  )))|(% style="width:303px" %)(((
269 269  
270 270  
... ... @@ -282,7 +282,7 @@
282 282  
283 283  (% class="small" %)Knowledge Systems Engineer
284 284  Dr. rer. nat. (Systems Neuroscience)(%%)
285 -(% class="small" style="color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
326 +(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
286 286  )))|(% style="width:303px" %) |
287 287  
288 288  ----
... ... @@ -290,17 +290,6 @@
290 290  == **Add practical value to your shared data, model or software** ==
291 291  
292 292  
293 -==== **Add a tutorial or learning resource ** ====
294 -
295 -(% class="wikigeneratedid" id="H-LearningresourceA05Binformation5D" %)
296 -(% style="color:#000000" %)//More information will follow//
297 -
298 -
299 -==== **Create a workflow** ====
300 -
301 -(% class="wikigeneratedid" id="H-Workflows5Binformation5D" %)
302 -(% style="color:#000000" %)//More information will follow//
303 -
304 304  ----
305 305  
306 306  === **Showcase shared data, models or software in other services** ===
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325 325  
326 326  ----
327 327  
358 +==== **Add a tutorial or learning resource ** ====
359 +
360 +(% class="wikigeneratedid" id="H-LearningresourceA05Binformation5D" %)
361 +(% style="--darkreader-inline-color:#ffffff; color:#000000" %)//More information will follow//
362 +
363 +
364 +==== **Create a workflow** ====
365 +
366 +(% class="wikigeneratedid" id="H-Workflows5Binformation5D" %)
367 +(% style="--darkreader-inline-color:#ffffff; color:#000000" %)//More information will follow//
368 +
369 +----
370 +
328 328  === **The benefits of sharing data ** ===
329 329  
330 330  By sharing your data via EBRAINS, you gain access to the following benefits:
... ... @@ -333,17 +333,14 @@
333 333  
334 334  
335 335  
336 -We support you to better follow the FAIR^^ ^^guiding principles for data management and stewardship{{footnote}}Wilkinson, M., Dumontier, M., Aalbersberg, I. et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3, 160018 (2016). https://doi.org/10.1038/sdata.2016.18 {{/footnote}}.  Publishing data, models or code via EBRAINS will provide you with a citeable [[DataCite DOI>>https://www.doi.org/the-identifier/resources/handbook/]] for your research product.
379 +We support you to better follow the [[FAIR^^ ^^guiding principles>>https://www.nature.com/articles/sdata201618]] for data management and stewardship{{footnote}}Wilkinson, M., Dumontier, M., Aalbersberg, I. et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3, 160018 (2016). https://doi.org/10.1038/sdata.2016.18 {{/footnote}}.  Publishing data, models or code via EBRAINS will provide you with a citeable [[DataCite DOI>>https://www.doi.org/the-identifier/resources/handbook/]] for your research product.
337 337  
338 -
339 339  ----
340 340  
341 -=== ===
342 -
343 343  === **Frequently asked questions ** ===
344 344  
345 345  (((
346 -==== ====
386 +==== ====
347 347  
348 348  (((
349 349  >The curation process is time consuming and difficult
EBRAINS-Share-Software-4.pdf
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