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... ... @@ -1,47 +1,31 @@ 1 1 == Publishing neuroscience data, models and software via EBRAINS == 2 2 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. 3 3 4 -(% class="wikigeneratedid" %) 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 - 7 7 {{box title="**Contents**"}} 8 8 {{toc depth="3" start="2"/}} 9 9 {{/box}} 10 10 11 11 12 -== **Information to get started** == 13 - 14 14 (% style="text-align: center;" %) 15 15 **Get started! ** 16 16 17 17 (% style="text-align: center;" %) 18 -**[[REQUEST CURATION>>https://nettskjema.no/a/277393#/]] toshare data, simulations, computational models, and software, - or to add a new version of an existing one.**14 +**[[REQUEST CURATION>>https://nettskjema.no/a/277393#/]] ** 19 19 20 20 (% style="text-align: center;" %) 21 - Haveyou alreadypublishedyourdatasomewhere else?You canincreasetheexposureandimpactof yourhared datasetby also listing it on EBRAINS.17 + Search existing data, models and software in [[the EBRAINS Knowledge Graph Search>>https://kg.ebrains.eu/search/?facet_type[0]=Dataset]] 22 22 23 23 24 -(% style="text-align: center;" %) 25 -Search existing data, models and software in [[the EBRAINS Knowledge Graph Search>>https://kg.ebrains.eu/search/?facet_type[0]=Dataset]] 20 +---- 26 26 22 +== **The EBRAINS curation process** == 27 27 28 -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. 29 - 30 - 31 -(% class="box infomessage" %) 32 -((( 33 -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. 34 -))) 35 - 36 36 (% class="box successmessage" %) 37 37 ((( 38 - **Particular needs?Contactus!**The workflowsfor sharingcan bemodified forresearchers orresearch groups aimingtofrequentlypublishlargernumbersoftheirresearch productsthrough EBRAINS.Please contact the curation service team in such cases26 +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. 39 39 ))) 40 40 41 ----- 42 - 43 -== **The EBRAINS curation process** == 44 - 45 45 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. 46 46 47 47 >The EBRAINS curation process involves organising and annotating neuroscientific data to make the data discoverable and reusable. ... ... @@ -48,11 +48,19 @@ 48 48 49 49 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. 50 50 51 -Curated data, models and software are made available in [[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 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 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 +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]]. 52 52 53 -The curation of data, models and software is different. Thus, below we explain the process for sharing for each research product separately. 54 54 38 +(% class="box infomessage" %) 39 +((( 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 +))) 55 55 43 +(% class="box successmessage" %) 44 +((( 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 +))) 47 + 56 56 ---- 57 57 58 58 === Step by step - Experimental data === ... ... @@ -107,21 +107,23 @@ 107 107 108 108 ==== **Sharing human data ** ==== 109 109 102 +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]]. 103 + 110 110 (% class="box floatinginfobox" %) 111 111 ((( 112 112 For **Human subject data**, the data must be //either// 113 113 114 114 - Post-mortem data 109 + 115 115 - Aggregated data 111 + 116 116 - Pseudonymized subject data with a legal basis for sharing (e.g. Informed Consent) 117 117 118 118 (% 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. // 119 119 ))) 120 120 121 - We mustensure data sharedonEBRAINScomplywith[[GDPR >>https://gdpr-info.eu/]]and[[EUdirectives>>https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32010L0063]]. Theinformationwe needtoassessthis is collected viaour [[Ethics andRegulatoryComplianceSurvey>>https://nettskjema.no/a/224765]].117 +Pseudonymized data is shared via the Human Data Gateway (HDG) due to GDPR regulations. The HDG adds an authentication layer to the data. 122 122 123 -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. 124 - 125 125 **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. 126 126 \\**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. 127 127 \\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. ... ... @@ -149,17 +149,19 @@ 149 149 150 150 === Step by Step - Code === 151 151 152 - [[[[image:swc-flow-no-header.png||alt="swc-flow.png"]]>>https://www.ebrains.eu/tools/ebrains-curation-request-form||rel="noopenernoreferrer" target="_blank"]]146 +(% style="color:#e74c3c" %)@Jan/Benni 153 153 154 -1. Fill in the [[request form>>https://www.ebrains.eu/tools/ebrains-curation-request-form]].[[[[image:Thumb.png||alt="EBRAINS-Share-Software.pdf" height="377" style="float:right" width="257"]]>>attach:EBRAINS-Share-Software.pdf]] 155 -1. One of our creators will then open a ticket and contact you with futher instructions. In these instructions you will find the links to your software and software version entries in the Knowledge Graph. 156 -1. In the next step you need to enter the metadata of your software in the [[Knowledge Graph Editor>>url:https://editor.kg.ebrains.eu/]] by using the links provided in the ticket. The links will lead you to the space in the KG, which was created especially for you. You can start directly with the editing of your software. 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. 157 -1. 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. 158 -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. 148 +[place-holder-process-diagram] 159 159 160 -If you want to add a new version to an already curated software, please write to [[curation-support@humanbrainproject.eu>>path:mailto:curation-support@humanbrainproject.eu]] or open a ticket at [[https:~~/~~/support.humanbrainproject.eu/.>>url:https://support.humanbrainproject.eu/]] 161 -For more information, visit our [[guide>>url:https://wiki.ebrains.eu/bin/view/Collabs/swc-guide]]. 150 +==== **1. code step 1 ** ==== 162 162 152 +Text 153 + 154 + 155 +==== **2. code step 2** ==== 156 + 157 +Text 158 + 163 163 ---- 164 164 165 165 === Webservices and metadata models === ... ... @@ -182,7 +182,7 @@ 182 182 Neuroscience (PhD)(%%) 183 183 (% class="small" style="color:#4a5568" %)**Behavioral neuroscience and microscopy** 184 184 )))|(% style="width:303px" %)((( 185 -[[image: Camilla.jpg||alt="My project.jpg"height="209" width="167"]]181 +[[image:My project.jpg||height="209" width="167"]] 186 186 187 187 **Camilla H. Blixhavn** 188 188 ... ... @@ -209,49 +209,18 @@ 209 209 (% class="small" style="color:#4a5568" %)**Neuroimaging ** 210 210 ))) 211 211 212 -|(% style="width:303px" %)((( 213 -[[image:My project.jpg||height="209" width="167"]] 208 + 209 + 210 +**Located in Germany:** 214 214 215 -**Heidi Kleven** 216 - 217 -(% class="small" %)Curation Scientist, 218 -Phd Student 219 -Neuroscience (M. Sc.)(%%) 220 -(% class="small" style="color:#4a5568" %)**Neuroanatomy and brain atlases** 221 -)))| | | 222 - 223 - 224 -\\**Located in Germany:** 225 - 226 -|(% style="width:303px" %)((( 227 227 [[image:My project (2).jpg||height="209" width="167"]] 228 228 229 229 **Jan Gündling** 230 230 231 -(% class="small" %)Curation Scientist, 232 -Phd Student 216 +(% class="small" %)Curation Scientist 233 233 Sensors and Cognitive Psychology (M. Sc.)(%%) 234 -(% class="small" style="color:#4a5568" %)**Human-Computer Interaction** 235 -)))|(% style="width:303px" %)((( 236 - 218 +(% class="small" style="color:#4a5568" %)**Human-Computer Interaction ** 237 237 238 - 239 - 240 - 241 - 242 - 243 - 244 - 245 - 246 - 247 - 248 -**Lyuba Zehl** 249 - 250 -(% class="small" %)Knowledge Systems Engineer 251 -Dr. rer. nat. (Systems Neuroscience)(%%) 252 -(% class="small" style="color:#4a5568" %)**Standard development, data & knowledge management, interdisciplinary communication, data analysis** 253 -)))|(% style="width:303px" %) | 254 - 255 255 ---- 256 256 257 257 == **Information and resources for researchers looking to share data** ==
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