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	1	+XWiki.spieschnik

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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		-(% style="text-align: center;" %)
15		-**Get started! **
16		-
17		-(% style="text-align: center;" %)
18	18	**[[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. **
19	19
20		-(% style="text-align: center;" %)
21	21	Have you already published your data somewhere else? You can increase the exposure and impact of your shared dataset by also listing it on EBRAINS.
22	22
23	23
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35	35
36	36	(% class="box successmessage" %)
37	37	(((
38		-**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]]
39	39	)))
40	40
41	41	----
...	...	@@ -60,28 +60,41 @@
60	60
61	61	[[image:image-20230326054341-1.png]]
62	62
63		-==== ====
	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/]]
64	64
65		-(% style="width:1841.22px" %)
66		-|(% style="width:344px" %)(((
67		-[[[[image:image-20230324171114-2.png||height="354" width="250"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
68		-)))|(% style="width:1493px" %)//Collection of useful information for researchers looking to share experimental data on EBRAINS.//
	85	+
	86	+)))
69	69
70	70
71	71	==== **1. Provide some general information about your dataset** ====
72	72
73	73
74		-[[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#/]]. **
75	75
	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.
76	76
77		-[[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.
78	78
	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]]**.
79	79
	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	+
80	80	==== **2. Upload data ** ====
81	81
82	82
83		-[[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. **
84	84
	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	+
85	85	[[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).**
86	86
87	87	//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.
...	...	@@ -94,16 +94,12 @@
94	94	If a data collection is already uploaded elsewhere, we may link to the already existing repository.
95	95
96	96
97		-
98		-|(% style="width:369px" %) |(% style="width:1467px" %)
99		-
100		-
101	101	==== **3. Submit metadata** ====
102	102
103	103
104		-[[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) **
105	105
106		-//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
107	107
108	108	//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:
109	109
...	...	@@ -114,29 +114,29 @@
114	114	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.
115	115
116	116
117		-**The openMINDS metadata framework**
118		-
119		-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]].
120		-
121		-For feedback, requests, or contributions, please get in touch with the openMINDS development team via
122		-
123		-* the support-email: [[openminds@ebrains.eu>>path:mailto:openminds@ebrains.eu]]
124		-* the [[GitHub issue tracker>>url:https://github.com/HumanBrainProject/openMINDS/issues]]
125		-* the INCF NeuroStars [[openMINDS Community Forum>>url:https://neurostars.org/t/openminds-community-forum-virtual/20156]]
126		-
127	127	==== **4. Write a Data Descriptor ** ====
128	128
	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]]** . **
129	129
130		-[[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.
131	131
	145	+See our infographic about the data descriptor for inspiration or guidance.
132	132
133		-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]]".
134	134
135	135	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.
136	136
	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	+)))
137	137
138		-|(% 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
139		-
140	140	==== **5. Preview and publish ** ====
141	141
142	142
...	...	@@ -145,20 +145,24 @@
145	145
146	146	----
147	147
148		-==== **Sharing human data ** ====
	170	+==== **Sharing human subject data ** ====
149	149
150	150	(% class="box floatinginfobox" %)
151	151	(((
152		-**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	+// //
153	153
154		-- Post-mortem data
155		-- Aggregated data
156		-- Strongly pseudonymized or de-identified subject data with a legal basis for sharing (e.g. Informed Consent)
157		-
158		-(% 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.//
159	159	)))
160	160
161		-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]].
162	162
163	163	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).
164	164
...	...	@@ -183,25 +183,33 @@
183	183
184	184	=== Step by Step - Software ===
185	185
186		-[[[[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"]]
187	187
188		-~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.
189	189
190	190	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.
191	191
192		-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.
193	193
194	194	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]].
195	195
196		-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.
197	197
	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]] ====
198	198
	227	+----
199	199
	229	+== **The openMINDS metadata framework** ==
200	200
	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]].
201	201
	233	+For feedback, requests, or contributions, please get in touch with the openMINDS development team via
202	202
	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]]
203	203
204		-
205	205	----
206	206
207	207	== **The curation team: meet the curators** ==
...	...	@@ -220,7 +220,7 @@
220	220
221	221	(% class="small" %)Curation Scientist
222	222	Neuroscience (PhD)(%%)
223		-(% class="small" style="color:#4a5568" %)**Behavioral neuroscience and microscopy**
	257	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Behavioral neuroscience and microscopy**
224	224	)))|(% style="width:303px" %)(((
225	225	[[image:Camilla.jpg||alt="My project.jpg" height="209" width="167"]]
226	226
...	...	@@ -229,7 +229,7 @@
229	229	(% class="small" %)Curation Scientist,
230	230	Phd Student
231	231	Neuroscience (M. Sc.)(%%)
232		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and data integration**
	266	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and data integration**
233	233	)))|(% style="width:303px" %)(((
234	234	[[image:My project (1).jpg||height="209" width="167"]]
235	235
...	...	@@ -238,7 +238,7 @@
238	238	(% class="small" %)Curation Scientist,
239	239	Phd Student
240	240	Neuroscience (M. Sc.)(%%)
241		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and structural connectivity**
	275	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and structural connectivity**
242	242	)))|(% style="width:303px" %)(((
243	243	[[image:My project1.jpg||height="209" width="167"]]
244	244
...	...	@@ -246,7 +246,7 @@
246	246
247	247	(% class="small" %)Curation Scientist
248	248	Neurocognitive Psychology (M. Sc.)(%%)
249		-(% class="small" style="color:#4a5568" %)**Neuroimaging **
	283	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroimaging **
250	250	)))
251	251
252	252	|(% style="width:303px" %)(((
...	...	@@ -257,7 +257,7 @@
257	257	(% class="small" %)Curation Scientist,
258	258	Phd Student
259	259	Neuroscience (M. Sc.)(%%)
260		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and brain atlases**
	294	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and brain atlases**
261	261	)))| | |
262	262
263	263
...	...	@@ -271,8 +271,8 @@
271	271	(% class="small" %)Curation Scientist,
272	272	Phd Student
273	273	Sensors and Cognitive Psychology (M. Sc.)(%%)
274		-(% class="small" style="color:#4a5568" %)**Human-Computer Interaction**
275		-)))|(% style="width:303px" %)(((
	308	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Human-Computer Interaction**
	309	+)))|(% style="width:328px" %)(((
276	276
277	277
278	278
...	...	@@ -289,8 +289,8 @@
289	289
290	290	(% class="small" %)Knowledge Systems Engineer
291	291	Dr. rer. nat. (Systems Neuroscience)(%%)
292		-(% class="small" style="color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
293		-)))|(% style="width:303px" %) |
	326	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
	327	+)))|(% style="width:321px" %) |(% style="width:324px" %)
294	294
295	295	----
296	296
...	...	@@ -297,17 +297,6 @@
297	297	== **Add practical value to your shared data, model or software** ==
298	298
299	299
300		-==== **Add a tutorial or learning resource ** ====
301		-
302		-(% class="wikigeneratedid" id="H-LearningresourceA05Binformation5D" %)
303		-(% style="color:#000000" %)//More information will follow//
304		-
305		-
306		-==== **Create a workflow** ====
307		-
308		-(% class="wikigeneratedid" id="H-Workflows5Binformation5D" %)
309		-(% style="color:#000000" %)//More information will follow//
310		-
311	311	----
312	312
313	313	=== **Showcase shared data, models or software in other services** ===
...	...	@@ -332,6 +332,19 @@
332	332
333	333	----
334	334
	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	+
335	335	=== **The benefits of sharing data ** ===
336	336
337	337	By sharing your data via EBRAINS, you gain access to the following benefits:
...	...	@@ -340,57 +340,50 @@
340	340
341	341
342	342
343		-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.
344	344
345		-
346	346	----
347	347
348		-=== ===
349		-
350	350	=== **Frequently asked questions ** ===
351	351
352	352	(((
353		-==== ====
	386	+==== ====
354	354
355	355	(((
356		->The curation process is time consuming and difficult
	389	+>Is the curation process time consuming and difficult?
357	357	)))
358	358	)))
359	359
	393	+
360	360	(% class="wikigeneratedid" id="HHowcanIshareA0models3F" %)
361		-Publishing your data naturally takes some time and effort but we will support you as much as possible. If communication is on a regular basis, we are able to finish basic curation - from the initial contact to dataset release - within two weeks.
	395	+No, if communication is on a regular basis, we are able to finish curation within two weeks. Publishing your data naturally takes some effort but we will support you as much as possible.
362	362
363		->Sharing my data is not beneficial for me - only for others
	397	+>Is sharing my data also beneficial for me or only for others?
364	364
365	365
366	366	When you publish your data via EBRAINS, we provide comprehensive data management support and safe long term storage - all free of charge. Additionally, your data can be cited, just like a scientific journal article. Sharing your data may even lead to new funding opportunities. Many funders specifically support projects that are part of the “Open Science” initiative.
367	367
368		->My data is too insignificant to share
	402	+>Can my data be too insignificant to share?
369	369
370	370
371		-There is no such thing as insignificant data. Data that is considered insignificant for a given topic, may have great significance for another. By making “insignificant” data publicly available, other researchers may find something interesting that was off-topic for your own purposes.
	405	+No, there is no such thing as insignificant data. Data that is considered insignificant for a given topic, may have great significance for another. By making “insignificant” data publicly available, other researchers may find something interesting that was off-topic for your own purposes.
372	372
373		->My data can easily be misused if I share it with the world
	407	+>Can my data be easily misused if I share it?
374	374
375	375
376		-Your data will be covered by a Creative Commons license of your choice. There are a variety of licenses available, enabling you to prevent use for specific purposes, e.g. commercial use.
	410	+No, your data will be covered by a Creative Commons license of your choice. There are a variety of licenses available, enabling you to prevent use for specific purposes, e.g. commercial use.
377	377
378		->I don't think I'm allowed to share my data
	412	+>Can I share my data before my paper is published?
379	379
380	380
381		-Many institutions are still very careful about what can be shared and how, but the situation is constantly evolving. As a researcher providing data, you will be asked to fill out an ethics compliance survey which survey to ensure that data published through the EBRAINS platform has been collected according to EU regulations. We are working on solutions for sharing anonymised human data that complies with GDPR standards to protect the identity of research subjects.
	415	+Yes, if you do not want to share your data before publishing the results in an article, you can publish your dataset with an embargo status. This will make it possible to find information about the data without making the data itself available, and give you a citeable DOI.
382	382
383		->I can't share my data before my paper is published
	417	+>Can I lose my competitive edge if I share my data before I publish the associated paper?
384	384
385	385
386		-If you do not want to share your data before publishing the results in an article, you can publish your dataset with an embargo status. This will make it possible to find information about the data without making the data itself available, and give you a citeable DOI.
	420	+No, publishing your data does not mean that others can use it however they want. Use of your data will require citation, and by choosing an appropriate Creative Commons licence you decide what others are allowed to do with it. If you still feel worried, you can publish your data under embargo, and in this way delay the date of data release, but still make it possible for others to find the information about the data.
387	387
388		->If I share my data before I publish the associated paper, I will lose my competitive edge
389	389
390		-
391		-Publishing your data does not mean that others can use it however they want. Use of your data will require citation, and by choosing an appropriate Creative Commons licence you decide what others are allowed to do with it. If you still feel worried, you can publish your data under embargo, and in this way delay the date of data release, but still make it possible for others to find the information about the data.
392		-
393		-
394	394	----
395	395
396	396	== Contact ==

EBRAINS-Share-Software-4.pdf

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