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22	22	== **The EBRAINS curation process** ==
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26		-EBRAINS accepts **experimental data,** of all modalities and from all species, **models**, **software**, **web services **and **metadata models**. You'll find detailed information about each research product below.
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29	29	In EBRAINS, multimodal and heterogenous neuroscience data, models and software are categorised and described in a standardised manner so that they can be effectively searched, compared, and analysed. This effort is referred to as curation.
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31	31	>The EBRAINS curation process involves organising and annotating neuroscientific data to make the data discoverable and reusable.
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33	33	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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35		-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]].Data and models are linked to and discoverable via the species-specific [[EBRAINS siibra atlas viewer>>url:https://ebrains.eu/services/atlases/brain-atlases]] by using interoperable metadata schemas as defined in [[SANDS>>url:https://github.com/HumanBrainProject/SANDS/wiki]].
	30	+=== About the curation team ===
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	32	+[[image:fb6d6429-709e-4f4d-be3b-eab0a46695bd.JPG||height="184" width="137"]]
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	34	+**Sophia Pieschnik**
	35	+(% class="small" %)Biology (B.Sc.)
	36	+Neurocognitive Psychology (M.Sc.)
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40		-**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]]. **
	41	+**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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45		-**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.
	46	+**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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	53	+We promote sharing of experimental data, models, software, web services, metadata models,
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48	48	----
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50	50	=== Step by step - Experimental data ===
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155	155	----
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157		-=== Webservices and metadata models ===
	165	+=== When you've completed the curation process ===
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	167	+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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	169	+Data and models are linked to and discoverable via the species-specific [[EBRAINS Interactive Atlas Viewer>>url:https://ebrains.eu/services/atlases/brain-atlases]] by using interoperable metadata schemas as defined in [[SANDS>>url:https://github.com/HumanBrainProject/SANDS/wiki]].
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164		-== **The curation team: meet the curators** ==
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166		-[[image:fb6d6429-709e-4f4d-be3b-eab0a46695bd.JPG||height="184" width="137"]]
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168		-**Sophia Pieschnik**
169		-(% class="small" %)Biology (B.Sc.)
170		-Neurocognitive Psychology (M.Sc.)
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172	172	----
173	173
174	174	== **Information and resources for researchers looking to share data** ==
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178	178	----
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180		-=== **Improve your research product ** ===
181		-
182		-==== **Add a tutorial or learning resource to your research product ** ====
183		-
184		-==== (% style="color:#e74c3c" %)- Learning resource [information](%%) ====
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186		-
187		-==== **Create a workflow for .... ? ** ====
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189		-==== (% style="color:#e74c3c" %)- Workflows [information](%%) ====
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191		-----
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193		-=== **Integrate your data, models or software with other services** ===
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195		-EBRAINS supports further integration for a variety of data, and is continuously looking to increase the number of interoperable services.
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197		-* Integrate image data with //the Mio viewer//: (% style="color:#e74c3c" %)[description]
198		-* Integrate atlas-registered 2D image data with //the Localizoom viewer//: (% style="color:#e74c3c" %)[description](%%). See the [[LocaliZoom links available for this dataset>>https://doi.org/10.25493/T686-7BX]] as an example.
199		-* Add your data, models or software to a// Live paper//: (% style="color:#e74c3c" %)[description]
200		-* Integrate your data to //the atlas viewer Siibra//: (% style="color:#e74c3c" %)[description](%%). To learn more about how to integrate your data to atlases, check out the [[Atlas services>>https://ebrains.eu/services/atlases#Integratedatatoanatlas]] on ebrains.eu.
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204	204	=== **The benefits of sharing data ** ===
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206	206	(% 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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	197	+(% style="font-family:inherit" %) (% style="color:#1a202c; font-family:inherit; font-size:26px" %)**What can I share on EBRAINS? **
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	200	+[[image:image-20230324170829-2.png]]
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222	222	=== **At a glance: "Sharing experimental data on EBRAINS" ** ===
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	217	+=== **Integrate your data in the EBRAINS atlas services** ===
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	219	+EBRAINS supports viewers for a variety of data, and is continuously looking to improve the services for visualising data. For 2D histology image data that is registered to an EBRAINS supported brain atlas, the data and the overlying atlas plates can be uploaded to the LocaliZoom viewer. See for example the [[LocaliZoom links available for this dataset>>https://doi.org/10.25493/T686-7BX]] as an example.
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	221	+To learn more about how to integrate your data to atlases, check out the [[Atlas services>>https://ebrains.eu/services/atlases#Integratedatatoanatlas]] on ebrains.eu.
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	223	+----
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234	234	=== **Common concerns - and answers ** ===
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