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1		-== Publishing neuroscience data, models and software via EBRAINS ==
	1	+== Publishing data, models and software via EBRAINS ==
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3	3	The aim of this collab is to provide you with all the information you need to publish your experimental data, simulations, computational models, and software via EBRAINS. 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.
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26	26	>The EBRAINS curation process involves organising and annotating neuroscientific data to make the data discoverable and reusable.
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28	28	Behind this process is the EBRAINS Curation team. Our mandate is to support you in sharing your data in line with the [[**FAIR principles**>>https://www.go-fair.org/fair-principles/]], whether you choose to describe only the key aspects of your data, or can invest in adding more detailed metadata.
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30		-(% style="text-align: center;" %)
31		-(% style="color:#e74c3c" %)[PLACEHOLDER: ABOUT THE CURATION TEAM]
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36		-**Particular needs? Contact us! **The process of sharing data can be modified to fit the needs of researchers and large-scale projects. Contact us if you have such requests and we'll be happy to work with you to find a solution that suits us both.
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41	41	**We strongly recommend to start preparing for data sharing as early as possible.** With a structured data repository and adequate notes on how the data was acquired, you greatly minimize the effort required to publish your data. The time it takes to share data on EBRAINS heavily depends on on the engagement from the researcher and how well the data and metadata is prepared before-hand. **[[Contact us for personalised guidance on how to prepare for sharing>>mailto:curation-support@ebrains.eu]]. **
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48		-We promote sharing of experimental data, models, software, web services, metadata models,
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51	51	----
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158	158	----
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160		-=== When you've completed the curation process ===
	152	+=== Output / result, when you've completed the curation process, what do you get ===
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162	162	Curated data, models and software are made available in the [[the EBRAINS Knowledge Graph>>https://kg.ebrains.eu/]]. This makes the data and metadata discoverable in the [[Knowledge Graph Search>>url:https://search.kg.ebrains.eu/]] and programmatically via the [[Knowledge Graph API>>url:https://docs.kg.ebrains.eu/8387ccd27a186dea3dd0b949dc528842/api_endpoints.html]]. The data, models and software are integrated in the EBRAINS Knowledge Graph by interoperable metadata schemas as defined in [[openMINDS>>url:https://github.com/HumanBrainProject/openMINDS/wiki]].
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174	174	=== **The benefits of sharing data ** ===
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176		-(% style="color:#000000" %)Sharing your data, models or code (research products) via EBRAINS makes it discoverable amongst other research products available in the (%%)[[(% style="color:#000000" %)EBRAINS Knowledge Graph>>https://kg.ebrains.eu/]](%%). This is made possible by the highly flexible metadata framework describing neuroscience data in detail.
	168	+(% style="color:#000000" %)Sharing your data, models or code (research products) via EBRAINS makes it discoverable amongst other research products available in the (%%)[[(% style="color:#000000" %)EBRAINS Knowledge Graph>>https://kg.ebrains.eu/]]. This is made possible by the highly flexible metadata framework describing neuroscience data in detail.
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178	178	(% style="color:#000000" %)EBRAINS is gradually implementing interconnected tools and analysis workflows developed in the Human Brain Project (HBP) to further enhance the output from adding your dataset to the database.
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200	200	=== **At a glance: "Sharing experimental data on EBRAINS" ** ===
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203		-|(% style="width:439px" %)(((
204		-[[[[image:image-20230324171114-2.png||height="354" width="250"]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
205		-)))|(% style="width:461px" %)(((
206		-[[[[image:image-20230324171109-1.png||height="352" width="250"]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]
207		-)))|(% style="width:416px" %)[[[[image:image-20230330120354-1.png||height="352" width="250"]]>>https://drive.ebrains.eu/f/707147a883b94fae8e69/]]
208		-|(% style="width:439px" %)//Collection of useful information for researchers looking to share experimental data on EBRAINS.//|(% style="width:461px" %)//The EBRAINS data descriptor: a general overview //|(% style="width:416px" %)//Introduction to data organization: A [[collection of guidelines>>https://drive.ebrains.eu/smart-link/25299f04-c4e5-4028-8f5f-3b8208f9a532/]] on how to organise files and folders to ensure consistency and reproducibility in the future. //
	195	+|(% style="width:593px" %)(((
	196	+[[[[image:image-20230324171114-2.png]]>>https://drive.ebrains.eu/f/dfd374b9b43a458192e9/]]
	197	+)))|(% style="width:1240px" %)(((
	198	+[[[[image:image-20230324171109-1.png]]>>https://drive.ebrains.eu/f/c1ccb78be52e4bdba7cf/]]
	199	+)))|(% style="width:1240px" %)(((
	200	+[[[[image:image-20230330120354-1.png||height="384" width="272"]]>>https://drive.ebrains.eu/f/707147a883b94fae8e69/]]
	201	+)))
	202	+|(% style="width:593px" %)//Collection of useful information for researchers looking to share experimental data on EBRAINS.//|(% style="width:1240px" %)//The EBRAINS data descriptor//|(% style="width:1240px" %)//General guidelines for data organization//
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	204	+=== **Introduction to data organisation ** ===
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	206	+Have you ever experienced not being able to find a file that you were sure you had somewhere? We have prepared a [[collection of guidelines>>https://drive.ebrains.eu/smart-link/25299f04-c4e5-4028-8f5f-3b8208f9a532/]] and [[advice>>https://drive.ebrains.eu/lib/f5cf4964-f095-49bd-8c34-e4ffda05a497/file/DataOrganisation.zip]] on how to organise files and folders to ensure consistency and reproducibility in the future.
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	208	+* Why is data organisation important?
	209	+* How to organise my data repository?
	210	+* What is a Data Descriptor and why do I need one?
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210	210	----
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212	212	=== **Integrate your data in the EBRAINS atlas services** ===
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222	222	(((
223	223	==== ====
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226	226	>The curation process is time consuming and difficult
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