Changes for page FAIR assessment of EBRAINS datasets
Last modified by ingrreit on 2023/09/27 16:42
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... ... @@ -1,5 +1,17 @@ 1 1 == == 2 2 3 +==== Or code ==== 4 + 5 +Code blocks can be added by using the code macro: 6 + 7 +{{code language="python"}} 8 +x = 1 9 +if x == 1: 10 + # indented four spaces 11 + print("x is 1.") 12 +{{/code}} 13 + 14 + 3 3 (% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %)Neuroscientific datasets shared via EBRAINS go through a streamlined curation process, the openneurodata workflow, that ensures relevant annotation of the data using (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__openMINDS__>>url:https://github.com/HumanBrainProject/openMINDS||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %), a metadata framework and their integration into (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__EBRAINS Knowledge Graph__>>url:https://docs.kg.ebrains.eu/||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %), a metadata management system. The datasets are Findable and Accessible through (%%)[[(% style="-webkit-text-decoration-skip:none; background-color:#ffffff; color:#1155cc; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration-skip-ink:none; text-decoration:underline; white-space:pre-wrap" %)__Knowledge Graph Search__>>url:https://search.kg.ebrains.eu/?category=Dataset||style="text-decoration:none"]](% style="background-color:#ffffff; color:#444746; font-family:Roboto,sans-serif; font-size:10.5pt; font-style:normal; font-variant:normal; font-weight:400; text-decoration:none; white-space:pre-wrap" %) as a dataset card that displays information regarding dataset's Interoperability and Reusability. 4 4 5 5 ... ... @@ -11,92 +11,145 @@ 11 11 |(% style="width:365px" %)((( 12 12 (% style="line-height:1.38; text-align:justify" %) 13 13 (% style="background-color:#ffffff; color:#1f1f1f; font-family:Arial,sans-serif; font-size:10pt; font-style:normal; font-variant:normal; font-weight:700; text-decoration:none; white-space:pre-wrap" %)**FsF-F1-01D - Data is assigned a globally unique identifier** 14 -)))|(% style="width:308px" %)((( 26 +)))|(% style="width:308px" %) ((( 15 15 (% style="line-height:1.38; text-align:justify" %) 16 16 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. 29 + 30 + 31 + 17 17 ))) 18 -|(% style="width:365px" %)((( 33 +|(% style="width:365px" %) ((( 19 19 (% style="line-height:1.38; text-align:justify" %) 20 20 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** 21 -)))|(% style="width:308px" %)((( 36 + 37 +\\ 38 +)))|(% style="width:308px" %) ((( 22 22 (% style="line-height:1.38; text-align:justify" %) 23 23 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. 41 + 42 + 43 + 24 24 ))) 25 -|(% style="width:365px" %)((( 45 +|(% style="width:365px" %) ((( 26 26 (% style="line-height:1.38; text-align:justify" %) 27 27 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** 28 -)))|(% style="width:308px" %)((( 48 + 49 + 50 + 51 +)))|(% style="width:308px" %) ((( 29 29 (% style="line-height:1.38; text-align:justify" %) 30 30 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. 54 + 55 + 56 + 31 31 ))) 32 -|(% style="width:365px" %)((( 58 +|(% style="width:365px" %) ((( 33 33 (% style="line-height:1.38; text-align:justify" %) 34 34 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** 35 -)))|(% style="width:308px" %)((( 61 +)))|(% style="width:308px" %) ((( 36 36 (% style="line-height:1.38; text-align:justify" %) 37 37 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Metadata includes a resolvable link to data based on the https protocol. If this link is broken, the metadata will still be available (as ensured in the EBRAINS policies). 64 + 65 + 66 + 38 38 ))) 39 -|(% style="width:365px" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**ACCESSIBLE**|(% style="width:308px" %) 40 -|(% style="width:365px" %)((( 68 +|(% style="width:365px" %) 69 +(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**ACCESSIBLE**|(% style="width:308px" %) 70 +|(% style="width:365px" %) ((( 41 41 (% style="line-height:1.38; text-align:justify" %) 42 42 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-01M - Metadata contains access level and access conditions of the data. ** 43 -)))|(% style="width:308px" %)((( 73 + 74 + 75 + 76 +)))|(% style="width:308px" %) ((( 44 44 (% style="line-height:1.38; text-align:justify" %) 45 45 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Information about access restrictions or rights, such as for sensitive human data, can be identified in the EBRAINS data card. 79 + 80 + 81 + 46 46 ))) 47 -|(% style="width:365px" %)((( 83 +|(% style="width:365px" %) ((( 48 48 (% style="line-height:1.38; text-align:justify" %) 49 49 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-02M - Metadata is accessible through a standardized communication protocol** 50 -)))|(% style="width:308px" %)((( 86 + 87 + 88 + 89 +)))|(% style="width:308px" %) ((( 51 51 (% style="line-height:1.38; text-align:justify" %) 52 52 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. 92 + 93 + 94 + 53 53 ))) 54 -|(% style="width:365px" %)((( 96 +|(% style="width:365px" %) ((( 55 55 (% style="line-height:1.38; text-align:justify" %) 56 56 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A1-03D - Data is accessible through a standardized communication protocol ** 57 -)))|(% style="width:308px" %)((( 99 + 100 + 101 + 102 +)))|(% style="width:308px" %) ((( 58 58 (% style="line-height:1.38; text-align:justify" %) 59 59 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)The URL for the EBRAINS data card is based on the https protocol. The EBRAINS KG is built on an open API not requiring registration. 105 + 106 + 107 + 60 60 ))) 61 -|(% style="width:365px" %)((( 109 +|(% style="width:365px" %) ((( 62 62 (% style="line-height:1.38; text-align:justify" %) 63 63 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-A2-01M - Metadata remains available, even if the data is no longer available. ** 64 -)))|(% style="width:308px" %)((( 112 + 113 + 114 + 115 +)))|(% style="width:308px" %) ((( 65 65 (% style="line-height:1.38; text-align:justify" %) 66 66 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)Metadata includes a resolvable link to data based on the https protocol. If this link is broken, the metadata will still be available (as ensured in the EBRAINS policies). 118 + 119 + 120 + 67 67 ))) 68 -|(% style="width:365px" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**INTEROPERABLE**|(% style="width:308px" %) 69 -|(% style="width:365px" %)((( 122 +|(% style="width:365px" %) 123 +(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**INTEROPERABLE**|(% style="width:308px" %) 124 +|(% style="width:365px" %) ((( 70 70 (% style="line-height:1.38; text-align:justify" %) 71 71 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I1-01M - Metadata is represented using a formal knowledge representation language. ** 72 72 73 73 74 74 75 -)))|(% style="width:308px" %)((( 130 +)))|(% style="width:308px" %) ((( 76 76 (% style="line-height:1.38; text-align:justify" %) 77 77 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is an open and structured metadata language suited for neuroscience data structures. openMINDS metadata are defined in JSON and JSON-LD. 133 + 134 + 135 + 78 78 ))) 79 -|(% style="width:365px" %)((( 137 +|(% style="width:365px" %) ((( 80 80 (% style="line-height:1.38; text-align:justify" %) 81 81 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I1-02M - Metadata uses semantic resources. ** 82 82 83 83 84 84 85 -)))|(% style="width:308px" %)((( 143 +)))|(% style="width:308px" %) ((( 86 86 (% style="line-height:1.38; text-align:justify" %) 87 87 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is a metadata framework that integrates community-wide accepted neuroscience ontologies, in close collaboration with the (%%)[[(% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(17, 85, 204); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none" %)__Interlex project__>>url:https://neuinfo.org/interlex/dashboard||style="text-decoration:none"]](% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %). 146 + 147 + 148 + 88 88 ))) 89 -|(% style="width:365px" %)((( 150 +|(% style="width:365px" %) ((( 90 90 (% style="line-height:1.38; text-align:justify" %) 91 91 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-I3-01M -Metadata includes links between the data and its related entities. ** 92 92 93 93 94 94 95 -)))|(% style="width:308px" %)((( 156 +)))|(% style="width:308px" %) ((( 96 96 (% style="line-height:1.38; text-align:justify" %) 97 97 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS metadata schemas include references to internal (linked types) and external metadata (ontology identifier) through internationalized resource identifiers (IRI) 159 + 160 + 161 + 98 98 ))) 99 -|(% style="width:365px" %)(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**REUSABLE**|(% style="width:308px" %) 163 +|(% style="width:365px" %) 164 +(% style="font-size: 11pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**REUSABLE**|(% style="width:308px" %) 100 100 |(% style="width:365px" %)((( 101 101 (% style="line-height:1.38; text-align:justify" %) 102 102 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1-01MD - Metadata specifies the content of the data. ** ... ... @@ -107,33 +107,51 @@ 107 107 |(% style="width:365px" %)((( 108 108 (% style="line-height:1.38; text-align:justify" %) 109 109 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.1-01M - Metadata includes license information under which data can be reused. ** 110 -)))|(% style="width:308px" %)((( 175 +)))|(% style="width:308px" %) ((( 111 111 (% style="line-height:1.38; text-align:justify" %) 112 112 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(0, 0, 0); font-weight: 400; font-style: normal; text-decoration: none" %)All datasets have a Creative Commons license that is added as an openMINDS term. 178 + 179 + 180 + 113 113 ))) 114 -|(% style="width:365px" %)((( 182 +|(% style="width:365px" %) ((( 115 115 (% style="line-height:1.38; text-align:justify" %) 116 116 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.2-01M - Metadata includes provenance information about data creation or generation. ** 117 117 118 118 119 119 120 -)))|(% style="width:308px" %)((( 188 +)))|(% style="width:308px" %) ((( 121 121 (% style="line-height:1.38; text-align:justify" %) 122 122 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)A minimum level of data provenance must be described in the Methods section of the EBRAINS Data descriptor. Data provenance can also be captured in machine-readable metadata as openMINDS protocols and protocol executions, or other modality-specific schemas. 191 + 192 + 193 + 123 123 ))) 124 -|(% style="width:365px" %)((( 195 +|(% style="width:365px" %) ((( 125 125 (% style="line-height:1.38; text-align:justify" %) 126 126 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.3-01M - Metadata follows a standard recommended by the target research community of the data. ** 127 -)))|(% style="width:308px" %)((( 198 + 199 + 200 + 201 +)))|(% style="width:308px" %) ((( 128 128 (% style="line-height:1.38; text-align:justify" %) 129 129 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)openMINDS is an open and community-driven metadata standard uniting knowledge from a number of research initiatives. 204 + 205 + 206 + 130 130 ))) 131 -|(% style="width:365px" %)((( 208 +|(% style="width:365px" %) ((( 132 132 (% style="line-height:1.38; text-align:justify" %) 133 133 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 700; font-style: normal; text-decoration: none" %)**FsF-R1.3-02D - Data is available in a file format recommended by the target research community. ** 134 -)))|(% style="width:308px" %)((( 211 + 212 + 213 + 214 +)))|(% style="width:308px" %) ((( 135 135 (% style="line-height:1.38; text-align:justify" %) 136 136 (% style="font-size: 10pt; font-variant: normal; white-space: pre-wrap; font-family: Arial, sans-serif; color: rgb(31, 31, 31); background-color: rgb(255, 255, 255); font-weight: 400; font-style: normal; text-decoration: none" %)EBRAINS recommends data providers share data in open file formats. But, proprietary file formats are also accepted when necessary. 217 + 218 + 219 + 137 137 ))) 138 138 139 139