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1		-== Publishing neuroscience data, models and software via EBRAINS ==
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2	2
3	3
	20	+(% class="wikigeneratedid" id="HPublishingneurosciencedata2CmodelsandsoftwareviaEBRAINS" %)
	21	+(% style="font-size:2em" %)**Publishing neuroscience data, models and software via EBRAINS**
	22	+
4	4	(% class="wikigeneratedid" %)
5	5	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]].
6	6
...	...	@@ -8,7 +8,6 @@
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. **
...	...	@@ -16,8 +16,10 @@
16	16	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.
17	17
18	18
19		-(% style="text-align: center;" %)
20		-Search existing data, models and software in [[the EBRAINS Knowledge Graph Search>>https://kg.ebrains.eu/search/?facet_type[0]=Dataset]]
	37	+(% class="box" style="text-align: center; font-size: 1.2em" %)
	38	+(((
	39	+Search existing data, models and software in the [[EBRAINS Knowledge Graph>>https://kg.ebrains.eu/search/?facet_type[0]=Dataset]]
	40	+)))
21	21
22	22
23	23	EBRAINS accepts data from all modalities and from all species, as well as models, software, web services and metadata models (collectively referred to as research products) for sharing. You'll find detailed information about how to share each research product below.
...	...	@@ -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
	53	+**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	----
...	...	@@ -55,49 +55,70 @@
55	55
56	56	[[image:image-20230326054341-1.png]]
57	57
58		-==== [[[[image:image-20230324171114-2.png||height="176" width="125"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]//All you need to know to share data on EBRAINS.// ====
	78	+(% class="box floatinginfobox" id="share-data-infographic" %)
	79	+(((
	80	+(% style="text-align:center" %)
	81	+//Download our infographic//
	82	+//with all you need to know//
	83	+//to share data on EBRAINS: //
	84	+// //
	85	+[[[[image:image-20230324171114-2.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
	86	+)))
59	59
60	60
61	61	==== **1. Provide some general information about your dataset** ====
62	62
63	63
64		-[[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#/]]. **
65	65
	93	+(% style="margin-right:10px" %)[[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#/]]. **
	94	+
66	66	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.
67	67
68	68
69		-[[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]]**.
	98	+(% style="margin-right:10px" %)[[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]]**.
70	70
71	71	This form collects the necessary information needed for us to evaluate whether we can ethically and legally share the data via EBRAINS.
72	72
	102	+See below for information about the ethical and legal aspects concerning sharing of human subject data.
73	73
	104	+
74	74	==== **2. Upload data ** ====
75	75
	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: //
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. **
	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	+)))
78	78
79		-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.
	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. **
80	80
81		-[[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).**
	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.
82	82
83		-//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.
	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).**
84	84
85		-//Opt. 2. //For larger datasets or datasets with a large amount of files, we recommend using a programmatic approach. The [[python script>>https://github.com/eapapp/ebrains-data-storage/tree/main/data-proxy]] is interactive and does not require any additional programming.
	124	+**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.
86	86
	126	+**Opt. 2. **For larger datasets or datasets with a large amount of files, we recommend using a programmatic approach. The [[python script>>https://github.com/eapapp/ebrains-data-storage/tree/main/data-proxy]] is interactive and does not require any additional programming.
87	87
	128	+
88	88	EBRAINS offers secure, long-term storage at [[CSCS Swiss National Supercomputing Centre>>url:https://www.cscs.ch/]], with currently no upper limit of storage capacity.
89	89
90	90	If a data collection is already uploaded elsewhere, we may link to the already existing repository.
91	91
92	92
93		-(% style="color:#1a202c; font-family:inherit; font-size:23px" %)**3. Submit metadata**
	134	+==== **3. Submit metadata** ====
94	94
95	95
96		-[[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) **
	137	+(% style="margin-right:10px" %)[[image:https://lh5.googleusercontent.com/WS4T2LhF9znWWChn3Z550agLrrb-KTWdYVsJSv0lh4cGjKbjuN1WV68WER9xkYqi1UqN7KYZz7bImYz3_TpOuTuvma7T192QUiUZoyJVPk1fj5NSDSQh_kpIeBufAOdDtsDRpPKK_P5EDPqRCTAaOTNyCw=s2048||height="91px;" width="91px;"]](%%)**Submit metadata using the **[[EBRAINS Metadata Wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]** (opt. 1), or directly via the Knowledge Graph (opt. 2) **
97	97
98		-//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
	139	+**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
99	99
100		-//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:
	141	+**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:
101	101
102	102	* Knowledge Graph Editor: This User Interface allows you to manually enter metadata into your KG space and validate metadata that are programmatically uploaded. The Editor contains a basic set of openMINDS metadata templates, but can be extended to the full openMINDS metadata model on request. Access is granted once the request is accepted.
103	103	* [[Fairgraph>>https://fairgraph.readthedocs.io/en/stable/]]: This is the recommended software tool for programmatic interaction with the KG. It allows you to programmatically upload openMINDS compliant metadata into your KG space and interact with existing metadata.
...	...	@@ -106,10 +106,12 @@
106	106	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.
107	107
108	108
109		-==== **4. Write a Data Descriptor ** ====
	150	+==== **4. Write a Data Descriptor** ====
110	110
111		-[[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]]** . **
112	112
	153	+
	154	+(% style="margin-right:10px" %)[[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]]**.**
	155	+
113	113	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.
114	114
115	115	See our infographic about the data descriptor for inspiration or guidance.
...	...	@@ -118,275 +118,343 @@
118	118
119	119	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.
120	120
121		-[[[[image:image-20230324171109-1.png||height="191" width="135"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]The EBRAINS Data descriptor at-a-glance
122	122
	165	+(% class="box floatinginfobox" id="data-descriptor-infographic" %)
	166	+(((
	167	+(% style="text-align:center" %)
	168	+//Download our infographic
	169	+about the EBRAINS Data//
	170	+//Descriptor//
	171	+// //
	172	+[[[[image:image-20230324171109-1.png||height="150" width="106"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]
	173	+)))
123	123
124		-==== **5. Preview and publish ** ====
	175	+==== **5. Preview and publish** ====
125	125
126	126
127		-[[image:https://lh4.googleusercontent.com/XqT26Q4yWJK26cjtjhI4ToXoZZMxhT9LimG4Hk9mePxy0-KPKgpVIzcuiP5mOQowBgf2JjkrWUq2VbCmafWWZPJplEZALnFOlCZHLlQgzOx7fFwoBteyi_IlMLkPBS9vtOcdNIZ59HyLnQz4RsTQ0lUrSw=s2048||height="91px;" width="91px;"]]**Preview and approve the release of your dataset. **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.
	178	+(% style="margin-right:10px" %)[[image:https://lh4.googleusercontent.com/XqT26Q4yWJK26cjtjhI4ToXoZZMxhT9LimG4Hk9mePxy0-KPKgpVIzcuiP5mOQowBgf2JjkrWUq2VbCmafWWZPJplEZALnFOlCZHLlQgzOx7fFwoBteyi_IlMLkPBS9vtOcdNIZ59HyLnQz4RsTQ0lUrSw=s2048||height="91px;" width="91px;"]](%%)**Preview and approve the release of your dataset. **
128	128
	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.
129	129
130		-----
131	131
132		-==== **Sharing human data ** ====
133	133
134		-(% class="box floatinginfobox" %)
135		-(((
136		-**Human subject data that can be shared on EBRAINS consists of:**
137	137
138		-- Post-mortem data
139		-- Aggregated data
140		-- Strongly pseudonymized or de-identified subject data with a legal basis for sharing (e.g. Informed Consent)
	185	+----
141	141
142		-(% 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. //
143		-)))
	187	+=== Step by Step - Models ===
144	144
145		-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]].
146	146
147		-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).
	190	+==== 1. Start early ====
148	148
149		-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.
	192	+It is not necessary to wait until you are ready to publish to register your model with EBRAINS.
150	150
151		-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.
	194	+By registering a model early in your project, you can take advantage of EBRAINS tools
	195	+to keep track of simulations and to share them with your collaborators.
152	152
153		-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.
	197	+==== 2. Create/choose a Collab workspace ====
154	154
	199	+We use EBRAINS Collaboratory "collab" workspaces to help manage the model curation process.
155	155
156		-----
	201	+In particular, we use collab membership (the "Team") to control who can view or edit your model metadata prior to publication.
157	157
158		-=== Step by Step - Models ===
	203	+It is up to you whether you create a new collab for each model, or reuse an existing collab
	204	+(it is no problem to have multiple models associated with a single collab).
159	159
	206	+Collabs are also useful for storing simulation results, adding documentation for your model,
	207	+and/or providing tutorials in Jupyter notebooks.
160	160
161		-~1. Request curation using the [[Curation request form>>https://nettskjema.no/a/277393#/]]. You will be contacted by a curator with more information.
	209	+==== 3. Upload code ====
162	162
	211	+We recommend storing model code and/or configuration files in an online Git repository, for example on GitHub.
	212	+This repository should be public when you publish the model, but a private repository can be used for model development.
163	163
164		-//Additional information will be added soon.//
	214	+Alternatively, you can upload code to the Collab Drive or Bucket storage.
165	165
166		-----
	216	+==== 4.Submit metadata ====
167	167
168		-=== Step by Step - Software ===
	218	+We recommend submitting metadata using the Model Catalog app, installed in your collab.
169	169
170		-[[[[image:swc-flow-no-header.png||alt="swc-flow.png"]]>>https://www.ebrains.eu/tools/ebrains-curation-request-form||rel="noopener noreferrer" target="_blank"]]
	220	+To install it:
171	171
172		-~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.
	222	+1. click the "+ Create" button
	223	+1. in the "Create Page" form, add a title, such as "Model Catalog", and select "Community App", then click "Create"
	224	+1. scroll down until you find the "Model Catalog" app, click "Select", then "Save & View"
173	173
174		-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.
	226	+You will then see a table of all the models and validation tests associated with this collab.
	227	+If this is your first time using the app, the table will probably be empty.
	228	+To add your model, click "+", fill in the form, then click "Add model".
175	175
176		-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]]
	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".
177	177
178		-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]].
	233	+If you prefer not to use the app, you can instead fill in the [[Curation request form>>https://nettskjema.no/a/277393#/]].,
	234	+and you will be contacted by e-mail with further instructions.
179	179
180		-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.
	236	+==== 5. Provide a reference dataset ====
181	181
	238	+Once you're ready to publish your model entry in the EBRAINS Knowledge Graph,
	239	+we encourage you to provide a dataset containing the simulation results produced by your model,
	240	+following the process under "Step by step - Data" above.
182	182
	242	+These reference data will be linked to the model, and will be helpful to anyone trying to
	243	+reuse your model.
183	183
	245	+We will soon introduce a "Reproducible" badge for all models that include a reference dataset,
	246	+and whose simulation results can be reproduced by an EBRAINS curator.
184	184
	248	+==== 6. Request publication, preview and publish ====
185	185
	250	+Until you request your model entry to be published in the EBRAINS Knowledge Graph,
	251	+only members of the collab will be able to view the model entry, in the Model Catalog app
	252	+or using the Model Validation Python client.
186	186
	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.
187	187
	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.
188	188
189		-----
190	190
191		-== **The openMINDS metadata framework** ==
	259	+Curators will then perform a number of checks:
192	192
193		-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]].
	261	+1. Does the model description provide sufficient context to understand the purpose and use of the model?
	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.
194	194
195		-For feedback, requests, or contributions, please get in touch with the openMINDS development team via
	265	+The curators will also take a snapshot of your model code.
196	196
197		-* the support-email: [[openminds@ebrains.eu>>path:mailto:openminds@ebrains.eu]]
198		-* the [[GitHub issue tracker>>url:https://github.com/HumanBrainProject/openMINDS/issues]]
199		-* the INCF NeuroStars [[openMINDS Community Forum>>url:https://neurostars.org/t/openminds-community-forum-virtual/20156]]
	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"]].
	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.
200	200
	270	+Once this is done, you will be invited to review a preview of how the model entry will appear in the KG Search,
	271	+and will have the opportunity to request modifications prior to approval and publication.
	272	+
201	201	----
202	202
203		-== **The curation team: meet the curators** ==
	275	+=== Step by Step - Software ===
204	204
205		-The EBRAINS curators help researchers publish their research using the EBRAINS Research Infrastructure. A curator’s job is similar to the job of an editor of a scientific journal, checking the data is organized, understandable, accessible and sufficiently described.
206	206
207		-The curators in EBRAINS are located in Oslo, Jülich, Trier and Paris.
208		-
	278	+(% class="box floatinginfobox" id="software-curation-infographic" %)
	279	+(((
	280	+(% style="text-align:center" %)
	281	+//Software curation at a glance//
	282	+// //
	283	+[[[[image:Thumb2.png||alt="EBRAINS-Share-Software.pdf" height="287" width="197"]]>>attach:EBRAINS-Share-Software-4.pdf]]
	284	+)))
209	209
210		-**Located in Norway:**
	286	+(% style="margin-left:15px" %)[[[[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"]]
211	211
212		-|(% style="width:303px" %)(((
213		-[[image:My project2.jpg||height="209" width="167"]]
	288	+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.
	289	+1. 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.
	290	+1. 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.
214	214
215		-**Archana Golla**
	292	+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]].
216	216
217		-(% class="small" %)Curation Scientist
218		-Neuroscience (PhD)(%%)
219		-(% class="small" style="color:#4a5568" %)**Behavioral neuroscience and microscopy**
220		-)))|(% style="width:303px" %)(((
221		-[[image:Camilla.jpg||alt="My project.jpg" height="209" width="167"]]
	294	+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 on the right.
222	222
223		-**Camilla H. Blixhavn**
224	224
225		-(% class="small" %)Curation Scientist,
226		-Phd Student
227		-Neuroscience (M. Sc.)(%%)
228		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and data integration**
229		-)))|(% style="width:303px" %)(((
230		-[[image:My project (1).jpg||height="209" width="167"]]
	297	+----
231	231
232		-**Ingrid Reiten**
	299	+=== Sharing human subject data ===
233	233
234		-(% class="small" %)Curation Scientist,
235		-Phd Student
236		-Neuroscience (M. Sc.)(%%)
237		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and structural connectivity**
238		-)))|(% style="width:303px" %)(((
239		-[[image:My project1.jpg||height="209" width="167"]]
	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	+// //
240	240
241		-**Sophia Pieschnik**
242		-
243		-(% class="small" %)Curation Scientist
244		-Neurocognitive Psychology (M. Sc.)(%%)
245		-(% class="small" style="color:#4a5568" %)**Neuroimaging **
	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.//
246	246	)))
247	247
248		-|(% style="width:303px" %)(((
249		-[[image:My project.jpg||height="209" width="167"]]
250	250
251		-**Heidi Kleven**
	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]].
252	252
253		-(% class="small" %)Curation Scientist,
254		-Phd Student
255		-Neuroscience (M. Sc.)(%%)
256		-(% class="small" style="color:#4a5568" %)**Neuroanatomy and brain atlases**
257		-)))| | |
	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).
258	258
259		-
260		-\\**Located in Germany:**
	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.
261	261
262		-|(% style="width:303px" %)(((
263		-[[image:My project (2).jpg||height="209" width="167"]]
	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.
264	264
265		-**Jan Gündling**
	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.
266	266
267		-(% class="small" %)Curation Scientist,
268		-Phd Student
269		-Sensors and Cognitive Psychology (M. Sc.)(%%)
270		-(% class="small" style="color:#4a5568" %)**Human-Computer Interaction**
271		-)))|(% style="width:303px" %)(((
272		-
	327	+----
273	273
	329	+== **The openMINDS metadata framework** ==
274	274
	331	+(% class="box floatinginfobox" %)
	332	+(((
	333	+[[[[image:https://github.com/HumanBrainProject/openMINDS/raw/main/img/light_openMINDS-logo.png||alt="openMINDS logo" height="87" width="164"]]>>https://github.com/HumanBrainProject/openMINDS]]
	334	+)))
275	275
	336	+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]].
276	276
	338	+For feedback, requests, or contributions, please get in touch with the openMINDS development team via
277	277
	340	+* the support-email: [[openminds@ebrains.eu>>path:mailto:openminds@ebrains.eu]]
	341	+* the [[GitHub issue tracker>>url:https://github.com/HumanBrainProject/openMINDS/issues]]
	342	+* the INCF NeuroStars [[openMINDS Community Forum>>url:https://neurostars.org/t/openminds-community-forum-virtual/20156]]
278	278
	344	+----
279	279
	346	+== **Add practical value to your shared data, model or software** ==
280	280
281	281
	349	+=== **Showcase shared data, models or software in other services** ===
282	282
	351	+Below is a list of additional services that data, models or software shared via EBRAINS can benefit from. EBRAINS is continuously looking to increase the number of interoperable services.
283	283
284		-**Lyuba Zehl**
285	285
286		-(% class="small" %)Knowledge Systems Engineer
287		-Dr. rer. nat. (Systems Neuroscience)(%%)
288		-(% class="small" style="color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
289		-)))|(% style="width:303px" %) |
	354	+|(% colspan="2" %)**Viewer for 2D images**
	355	+|[[image:MIO_screenshot.PNG]]|Integrate image data with //the Mio viewer//: EBRAINS Multi-Image OpenSeadragon viewer provides an intuitive way of navigating high-resolution 2D image series. It has browser-based classic pan and zoom capabilities. A collection can be displayed as a filmstrip (Filmstrip Mode) or as a table (Collection Mode) with adjustable number of row and columns. See [[Mio viewer links available for this dataset>>https://search.kg.ebrains.eu/?category=Dataset&q=nr2f1#9677359c-73fa-4425-b8fa-3de794e9017a]] as an example. MioViewer user manual is found [[here>>https://multi-image-osd.readthedocs.io/en/latest/index.html]].
	356	+|(% colspan="2" %)**Viewer for sequential atlas-registered 2D images with annotation options**
	357	+|[[image:LZ_screenshot.PNG]]|Integrate atlas-registered 2D image data with //the LocaliZoom viewer//: The EBRAINS LocaliZoom serial section viewer displays series of registered 2D section images with atlas overlay, allowing the users to zoom into high-resolution images and have information about the brain regions. See the [[LocaliZoom links available for this dataset>>https://doi.org/10.25493/T686-7BX]] as an example. LocaliZoom user manual is found [[here>>https://localizoom.readthedocs.io/en/latest/index.html]].
	358	+|(% colspan="2" %)**Interactive 3D atlas viewer with options for data visualization**
	359	+|[[image:3Datlas_screenshot.PNG]]|Upload your data to the //Siibra-explorer//: The siibra-explorer is used for visualizing volumetric brain data in all the brain atlases provided by EBRAINS (Human, Monkey, Rat and Mouse). The siibra-explorer viewer uses siibra-api to enable navigation of brain region hierarchies, maps in different coordinate spaces, and linked regional data features. Furthermore, it is connected with the siibra toolsuite providing several analytical workflows. To learn more about how to register your data to atlases, read about the [[Atlas services on ebrains.eu>>https://ebrains.eu/services/atlases#Integratedatatoanatlas]].
	360	+|(% colspan="2" %)**Use your research product in an interactive publication**
	361	+|[[image:LivePaper_screenshot.PNG]]|Add your data, models or software to a// Live paper. //Read more about [[Live papers on ebrains.eu>>https://www.ebrains.eu/data/live-papers/live-papers]].
290	290
291	291	----
292	292
293		-== **Add practical value to your shared data, model or software** ==
294		-
295		-
296	296	==== **Add a tutorial or learning resource ** ====
297	297
298	298	(% class="wikigeneratedid" id="H-LearningresourceA05Binformation5D" %)
299		-(% style="color:#000000" %)//More information will follow//
	368	+(% style="--darkreader-inline-color:#ffffff; color:#000000" %)//More information will follow//
300	300
301	301
302	302	==== **Create a workflow** ====
303	303
304	304	(% class="wikigeneratedid" id="H-Workflows5Binformation5D" %)
305		-(% style="color:#000000" %)//More information will follow//
	374	+(% style="--darkreader-inline-color:#ffffff; color:#000000" %)//More information will follow//
306	306
307	307	----
308	308
309		-=== **Showcase shared data, models or software in other services** ===
	378	+== **General benefits of sharing data ** ==
310	310
311		-Below is a list of additional services that data, models or software shared via EBRAINS can benefit from. EBRAINS is continuously looking to increase the number of interoperable services.
	380	+By sharing your data via EBRAINS, you gain access to the following benefits:
312	312
313		-**Viewer for 2D images **
	382	+[[image:image-20230324170841-3.png]]
314	314
315		-* Integrate image data with //the Mio viewer//: EBRAINS Multi-Image OpenSeadragon viewer provides an intuitive way of navigating high-resolution 2D image series. It has browser-based classic pan and zoom capabilities. A collection can be displayed as a filmstrip (Filmstrip Mode) or as a table (Collection Mode) with adjustable number of row and columns. See [[Mio viewer links available for this dataset>>https://search.kg.ebrains.eu/?category=Dataset&q=nr2f1#9677359c-73fa-4425-b8fa-3de794e9017a]] as an example. MioViewer user manual is found [[here>>https://multi-image-osd.readthedocs.io/en/latest/index.html]].
316	316
317		-**Viewer for sequential atlas-registered 2D images with annotation options**
318	318
319		-* Integrate atlas-registered 2D image data with //the LocaliZoom viewer//: The EBRAINS LocaliZoom serial section viewer displays series of registered 2D section images with atlas overlay, allowing the users to zoom into high-resolution images and have information about the brain regions. See the [[LocaliZoom links available for this dataset>>https://doi.org/10.25493/T686-7BX]] as an example. LocaliZoom user manual is found [[here>>https://localizoom.readthedocs.io/en/latest/index.html]].
	386	+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.
320	320
321		-**Use your research product in an interactive publication **
	388	+----
322	322
323		-* Add your data, models or software to a// Live paper. //Read more about [[Live papers on ebrains.eu>>https://www.ebrains.eu/data/live-papers/live-papers]].
	390	+== **Frequently asked questions ** ==
324	324
325		-**Interactive 3D atlas viewer with options for data visualization**
	392	+>Is the curation process time consuming and difficult?
326	326
327		-* Upload your data to //the Siibra//-explorer: The siibra-explorer is used for visualizing volumetric brain data in all the brain atlases provided by EBRAINS (Human, Monkey, Rat and Mouse). The siibra-explorer viewer uses siibra-api to enable navigation of brain region hierarchies, maps in different coordinate spaces, and linked regional data features. Furthermore, it is connected with the siibra toolsuite providing several analytical workflows. To learn more about how to register your data to atlases, read about the [[Atlas services on ebrains.eu>>https://ebrains.eu/services/atlases#Integratedatatoanatlas]].
	394	+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.
328	328
329		-----
	396	+>Is sharing my data also beneficial for me or only for others?
330	330
331		-=== **The benefits of sharing data ** ===
	398	+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.
332	332
333		-By sharing your data via EBRAINS, you gain access to the following benefits:
	400	+>Can my data be too insignificant to share?
334	334
335		-[[image:image-20230324170841-3.png]]
	402	+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.
336	336
	404	+>Can my data be easily misused if I share it?
337	337
	406	+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.
338	338
339		-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.
	408	+>Can I share my data before my paper is published?
340	340
	410	+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.
341	341
	412	+>Can I lose my competitive edge if I share my data before I publish the associated paper?
	413	+
	414	+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.
	415	+
	416	+
342	342	----
343	343
344		-=== ===
	419	+== (% style="color:#1a202c; font-family:inherit; font-size:29px" %)**The curation team: meet the curators**(%%) ==
345	345
346		-=== **Frequently asked questions ** ===
	421	+The EBRAINS curators help researchers publish their research using the EBRAINS Research Infrastructure. A curator’s job is similar to the job of an editor of a scientific journal, checking the data is organized, understandable, accessible and sufficiently described.
347	347
348		-(((
349		-==== ====
	423	+The curators in EBRAINS are located in Oslo, Jülich, Trier and Paris.
	424	+
350	350
351		-(((
352		->The curation process is time consuming and difficult
353		-)))
354		-)))
	426	+**Located in Norway**
355	355
356		-(% class="wikigeneratedid" id="HHowcanIshareA0models3F" %)
357		-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.
	428	+|(% style="width:303px" %)(((
	429	+[[image:My project2.jpg||height="209" width="167"]]
358	358
359		->Sharing my data is not beneficial for me - only for others
	431	+**Archana Golla**
360	360
	433	+(% class="small" %)Curation Scientist
	434	+Neuroscience (PhD)(%%)
	435	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Behavioral neuroscience and microscopy**
	436	+)))|(% style="width:303px" %)(((
	437	+[[image:Camilla.jpg||alt="My project.jpg" height="209" width="167"]]
361	361
362		-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.
	439	+**Camilla H. Blixhavn**
363	363
364		->My data is too insignificant to share
	441	+(% class="small" %)Curation Scientist,
	442	+Phd Student
	443	+Neuroscience (M. Sc.)(%%)
	444	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and data integration**
	445	+)))|(% style="width:303px" %)(((
	446	+[[image:My project (1).jpg||height="209" width="167"]]
365	365
	448	+**Ingrid Reiten**
366	366
367		-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.
	450	+(% class="small" %)Curation Scientist,
	451	+Phd Student
	452	+Neuroscience (M. Sc.)(%%)
	453	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and structural connectivity**
	454	+)))|(% style="width:303px" %)(((
	455	+[[image:My project1.jpg||height="209" width="167"]]
368	368
369		->My data can easily be misused if I share it with the world
	457	+**Sophia Pieschnik**
370	370
	459	+(% class="small" %)Curation Scientist
	460	+Neurocognitive Psychology (M. Sc.)(%%)
	461	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroimaging **
	462	+)))
371	371
372		-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.
	464	+|(% style="width:303px" %)(((
	465	+[[image:My project.jpg||height="209" width="167"]]
373	373
374		->I don't think I'm allowed to share my data
	467	+**Heidi Kleven**
375	375
	469	+(% class="small" %)Curation Scientist,
	470	+Phd Student
	471	+Neuroscience (M. Sc.)(%%)
	472	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Neuroanatomy and brain atlases**
	473	+)))| | |
376	376
377		-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.
	475	+
	476	+\\**Located in Germany**
378	378
379		->I can't share my data before my paper is published
	478	+|(% style="width:303px" %)(((
	479	+[[image:My project (2).jpg||height="209" width="167"]]
380	380
	481	+**Jan Gündling**
381	381
382		-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.
	483	+(% class="small" %)Curation Scientist,
	484	+Phd Student
	485	+Sensors and Cognitive Psychology (M. Sc.)(%%)
	486	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Human-Computer Interaction**
	487	+)))|(% style="width:303px" %)(((
	488	+[[image:Lyuba.jpg||height="209" width="167"]]
383	383
384		->If I share my data before I publish the associated paper, I will lose my competitive edge
	490	+**Lyuba Zehl**
385	385
	492	+(% class="small" %)Knowledge Systems Engineer
	493	+Dr. rer. nat. (Systems Neuroscience)(%%)
	494	+(% class="small" style="--darkreader-inline-color:#d3cbbf; color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis**
	495	+)))|(% style="width:303px" %) |(% style="width:303px" %)
386	386
387		-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.
	497	+----
388	388
389	389
	500	+
390	390	----
391	391
392	392	== Contact ==
...	...	@@ -393,9 +393,16 @@
393	393
394	394	[[curation-support@ebrains.eu>>mailto:curation-support@ebrains.eu]]
395	395
	507	+----
396	396
	509	+== Affiliated laboratories ==
	510	+
	511	+//Institute of Basic Medical Sciences,** **University of Oslo, Norway (PI: Jan G. Bjaalie, Trygve B. Leergaard)//
	512	+
	513	+//Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Germany (PI: Timo Dicksheid)//
	514	+
	515	+----
	516	+
	517	+== References ==
	518	+
397	397	{{putFootnotes/}}
398		-~)~)~)~)~)~)
399		-~)~)~)
400		-~)~)~)~)~)~)~)~)~)
401		-~)~)~)~)~)~)

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