Changes for page data-curation-copy
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... ... @@ -32,26 +32,19 @@ 32 32 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. 34 34 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]]. 35 35 36 -(% class="box successmessage" %) 37 + 38 +(% class="box infomessage" %) 37 37 ((( 38 -** Particulars?Contactus! **Theworkflowsfor sharingcanbemodifiedforresearchers orresearch groupsaimingtofrequentlypublishlargernumbersoftheirresearchproductsthroughEBRAINS.Pleasecontact the curation service teaminsuch40 +**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]]. ** 39 39 ))) 40 40 41 -(% class="box floatinginfobox" %)43 +(% class="box successmessage" %) 42 42 ((( 43 -** We stronglyrecommendtostartpreparingfordatasharing asearlyas possible.** With a structureddatarepository and adequatenotes onhow thedata wascquired,yougreatly minimizetheeffort requiredtopublishyour data. ThetimeittakestosharedataonEBRAINSheavily depends ononthe engagementfromtheresearchernd how wellthe data and metadatais prepared before-hand.**[[Contact usfor personalised guidanceon howto prepareforsharing>>mailto:curation-support@ebrains.eu]].**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. 44 44 ))) 45 45 46 - 47 - 48 - 49 - 50 -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]]. 51 - 52 -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]]. 53 - 54 - 55 55 ---- 56 56 57 57 === Step by step - Experimental data === ... ... @@ -84,7 +84,7 @@ 84 84 85 85 Easily submit openMINDS-compatible metadata via our [[metadata wizard>>https://ebrains-metadata-wizard.apps.hbp.eu/]]. This form covers all the required metadata for sharing data via EBRAINS. When you're ready to 'Submit', the metadata and all uploaded files will be sent to the Curation team. 86 86 87 -For power-users interested in exploring the full span of the openMINDS framework, please check out the [[openMINDS GitHub>>https://github.com/HumanBrainProject/openMINDS]] to learn more about how to programmatically gather your metadata. A stable version of the openMINDS package can be found on [[PyPi>>https://pypi.org/project/openMINDS/]]. We accept openMINDS metadata as JSON-LD (share these with us via curation-support@ebrains.eu). Additional documentation of openMINDS metadata submodules and schemas can be found on [[the openMINDS GitHub Wiki>>https://humanbrainproject.github.io/openMINDS/]]. 80 +For power-users interested in exploring the full span of the openMINDS framework, please check out the [[openMINDS GitHub>>https://github.com/HumanBrainProject/openMINDS]] to learn more about how to programmatically gather your metadata. A stable version of the openMINDS package can be found on [[PyPi>>https://pypi.org/project/openMINDS/]]. We accept openMINDS metadata as JSON-LD (share these with us via curation-support@ebrains.eu). Additional documentation of openMINDS metadata submodules and schemas can be found on [[the openMINDS GitHub Wiki>>https://humanbrainproject.github.io/openMINDS/]]. We have prepared [[a list of the metadata properties that are required>>https://drive.ebrains.eu/lib/47995dbc-f576-4008-a76c-eefbfd818529/file/ebrains-minimum-required-metadata.xlsx]] for publishing data on EBRAINS. 88 88 89 89 90 90 ==== **4. Write a Data Descriptor ** ==== ... ... @@ -106,23 +106,21 @@ 106 106 107 107 ==== **Sharing human data ** ==== 108 108 109 -We must ensure data shared on EBRAINS 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]]. 110 - 111 111 (% class="box floatinginfobox" %) 112 112 ((( 113 113 For **Human subject data**, the data must be //either// 114 114 115 115 - Post-mortem data 116 - 117 117 - Aggregated data 118 - 119 119 - Pseudonymized subject data with a legal basis for sharing (e.g. Informed Consent) 120 120 121 121 (% class="small" %)//If you have human data that do not classify as any of the above, please get in touch and we will clarify the available options. // 122 122 ))) 123 123 124 - PseudonymizeddataissharedviatheHumanDataGateway(HDG)dueo GDPRregulations. TheHDGaddsan authentication layertothedata.113 +We must ensure data shared on EBRAINS 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]]. 125 125 115 +Post-mortem and aggregated human data can be shared openly. Pseudonymized data is shared via the Human Data Gateway (HDG) due to GDPR regulations. The HDG adds an authentication layer to the data. 116 + 126 126 **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. 127 127 \\**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. 128 128 \\The Human Data Gateway (HDG) was introduced in February 2021 and developed across multiple teams in the HBP. The initiative to create the service and the initial design originated from EBRAINS Curation in close collaboration with the Data compliance team and the HBP Data Governance Working Group. HDG is a response to the needs of multiple data providers who are bringing data of human origin to EBRAINS. HDG covers the sharing of a limited range of data of human origin, i.e., data without direct identifiers and with very few indirect identifiers (strongly pseudonymized, de-identified). It 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. ... ... @@ -132,6 +132,8 @@ 132 132 133 133 === Step by Step - Models === 134 134 126 +(% style="color:#e74c3c" %){{mention reference="XWiki.adavison" style="FULL_NAME" anchor="XWiki-adavison-1rb0hn"/}} 127 + 135 135 [place-holder-process-diagram] 136 136 137 137 ==== **1. model step 1 ** ==== ... ... @@ -148,6 +148,8 @@ 148 148 149 149 === Step by Step - Code === 150 150 144 +(% style="color:#e74c3c" %)@Jan/Benni 145 + 151 151 [place-holder-process-diagram] 152 152 153 153 ==== **1. code step 1 ** ==== ... ... @@ -163,18 +163,62 @@ 163 163 164 164 === Webservices and metadata models === 165 165 166 -=== (% style="color:#e74c3c; font-size:16px" %)Contact....(% style="color:#4a5568; font-size:16px" %) (%%) === 161 +(% class="wikigeneratedid" id="HContact...." %) 162 +(% style="color:#e74c3c; font-size:16px" %){{mention reference="XWiki.adavison" style="FULL_NAME" anchor="XWiki-adavison-np253c"/}}(% style="color:#4a5568; font-size:16px" %) 167 167 168 168 ---- 169 169 170 -== =**The curation team: meet the curators** ===166 +== **The curation team: meet the curators** == 171 171 172 - [[image:fb6d6429-709e-4f4d-be3b-eab0a46695bd.JPG||height="184"width="137"]]168 +**Located in Norway:** 173 173 170 +|(% style="width:303px" %)((( 171 +[[image:My project2.jpg||height="209" width="167"]] 172 + 173 +**Archana Golla** 174 + 175 +(% class="small" %)Curation Scientist 176 +Neuroscience (PhD)(%%) 177 +(% class="small" style="color:#4a5568" %)**Behavioral neuroscience and microscopy** 178 +)))|(% style="width:303px" %)((( 179 +[[image:My project.jpg||height="209" width="167"]] 180 + 181 +**Camilla H. Blixhavn** 182 + 183 +(% class="small" %)Curation Scientist, 184 +Phd Student 185 +Neuroscience (M. Sc.)(%%) 186 +(% class="small" style="color:#4a5568" %)**Neuroanatomy and data integration** 187 +)))|(% style="width:303px" %)((( 188 +[[image:My project (1).jpg||height="209" width="167"]] 189 + 190 +**Ingrid Reiten** 191 + 192 +(% class="small" %)Curation Scientist, 193 +Phd Student 194 +Neuroscience (M. Sc.)(%%) 195 +(% class="small" style="color:#4a5568" %)**Neuroanatomy and structural connectivity** 196 +)))|(% style="width:303px" %)((( 197 +[[image:My project1.jpg||height="209" width="167"]] 198 + 174 174 **Sophia Pieschnik** 175 -(% class="small" %)Biology (B.Sc.) 176 -Neurocognitive Psychology (M.Sc.) 177 177 201 +(% class="small" %)Curation Scientist 202 +Neurocognitive Psychology (M. Sc.)(%%) 203 +(% class="small" style="color:#4a5568" %)**Neuroimaging ** 204 +))) 205 + 206 + 207 +\\**Located in Germany:** 208 + 209 +[[image:My project (2).jpg||height="209" width="167"]] 210 + 211 +**Jan Gündling** 212 + 213 +(% class="small" %)Curation Scientist 214 +Sensors and Cognitive Psychology (M. Sc.)(%%) 215 +(% class="small" style="color:#4a5568" %)**Human-Computer Interaction ** 216 + 178 178 ---- 179 179 180 180 == **Information and resources for researchers looking to share data** == ... ... @@ -183,14 +183,33 @@ 183 183 184 184 ---- 185 185 186 -=== ** Enrichyourdataset, model orsoftware** ===225 +=== **Improve your research product ** === 187 187 188 -(% style="color:#e74c3c" %)- Workflows [information] 227 +(% class="wikigeneratedid" %) 228 +**{{mention reference="XWiki.adavison" style="FULL_NAME" anchor="XWiki-adavison-fkdv6h"/}}** 189 189 190 - (%style="color:#e74c3c"%)- Learning resource[information]230 +==== **Add a tutorial or learning resource to your research product ** ==== 191 191 232 +==== (% style="color:#e74c3c" %)- Learning resource [information](%%) ==== 233 + 234 + 235 +==== **Create a workflow for .... ? ** ==== 236 + 237 +==== (% style="color:#e74c3c" %)- Workflows [information](%%) ==== 238 + 192 192 ---- 193 193 241 +=== **Integrate your data, models or software with other services** === 242 + 243 +EBRAINS supports further integration for a variety of data, and is continuously looking to increase the number of interoperable services. 244 + 245 +* 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]]. 246 +* 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]]. 247 +* Add your data, models or software to a// Live paper//: (% style="color:#e74c3c" %)[description] {{mention reference="XWiki.adavison" style="FULL_NAME" anchor="XWiki-adavison-62mbgl"/}} 248 +* Integrate 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 integrate your data to atlases, check out the [[Atlas services>>https://ebrains.eu/services/atlases#Integratedatatoanatlas]] on ebrains.eu. 249 + 250 +---- 251 + 194 194 === **The benefits of sharing data ** === 195 195 196 196 (% 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. ... ... @@ -221,17 +221,6 @@ 221 221 222 222 ---- 223 223 224 -=== **Integrate your data on EBRAINS with other services** === 225 - 226 -EBRAINS supports further integration for a variety of data, and is continuously looking to increase the number of interoperable services. 227 - 228 -* Integrate image data with //the Mio viewer//: (% style="color:#e74c3c" %)[description] 229 -* 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. 230 -* Add your data, models or software to a// Live paper//: (% style="color:#e74c3c" %)[description] 231 -* 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. 232 - 233 ----- 234 - 235 235 === **Common concerns - and answers ** === 236 236 237 237 ((( ... ... @@ -284,3 +284,7 @@ 284 284 285 285 286 286 {{putFootnotes/}} 334 +~)~)~)~)~)~) 335 +~)~)~) 336 +~)~)~)~)~)~)~)~)~) 337 +~)~)~)~)~)~)
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