A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | AE | AF | AG | AH | AI | ||
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1 | FAIR Principles | CARE Principles | TRUST Principles | |||||||||||||||||||||||||||||||||
2 | Findable | Accessible | Interoperable | Reusable | Collective Benefit | Authority to Control | Responsibility | Ethics | ||||||||||||||||||||||||||||
3 | Provenance | COUNT X's | Mechanism, Activity | F1. (Meta)data are assigned a globally unique and persistent identifier | F2. Data are described with rich metadata (defined by R1 below) | F3. Metadata clearly and explicitly include the identifier of the data they describe | F4. (Meta)data are registered or indexed in a searchable resource | A1. (Meta)data are retrievable by their identifier using a standardised communications protocol | A1.1: The protocol is open, free and universally implementable | A1.2 The protocol allows for an authentication and authorisation procedure, where necessary | A2. Metadata are accessible, even when the data are no longer available | I1. (Meta)data use a formal, accessible, shared, and broadly applicable language for knowledge representation. | I2. (Meta)data use vocabularies that follow FAIR principles | I3. (Meta)data include qualified references to other (meta)data | R1. (Meta)data are richly described with a plurality of accurate and relevant attributes | R1.1. (Meta)data are released with a clear and accessible data usage license | R1.2. (Meta)data are associated with detailed provenance | R1.3. (Meta)data meet domain-relevant community standards | C1 For Inclusive development and innovation | C2 For improved governance and citizen engagement | C3 For equitable outcomes | A1 Recognizing rights and interests | A2 Data for governance | A3 Governance of data | R1 For positive relationships | R2 For expanding capability and capacity | R3 For Indigenous languages and worldviews | E1 For minimizing harm and maximizing benefit | E2 For justice | E3 For future use | Transparency | Responsibility | User Focus | Sustainability | Technology | |
4 | CTS | 1 | Publicly accessible, easily findable, clearly stated mission statement (see CTS) | X | ||||||||||||||||||||||||||||||||
5 | CTS | 1 | Publicly accessible, easily findable, clearly stated repository scope (see CTS) | X | ||||||||||||||||||||||||||||||||
6 | CTS | 2 | Publicly accessible, easily findable, clearly stated terms of use, both for the repository and for the data holdings (see CTS) | x | X | |||||||||||||||||||||||||||||||
7 | CTS | 2 | Publicly accessible, easily findable, clearly stated minimum digital preservation timeframe for the data holdings (should be greater than at least N years) (see CTS) | x | X | |||||||||||||||||||||||||||||||
8 | CTS | 1 | Publicly accessible, easily findable, clearly stated details about pertinent additional features or services, for example the capacity to responsibly steward sensitive data (see CTS) | X | ||||||||||||||||||||||||||||||||
9 | CTS | 2 | Adherence to community norms (lots of unpacking here...) | x | X | |||||||||||||||||||||||||||||||
10 | CTS | 1 | manage IP (addresses?), sensitive info, security | X | ||||||||||||||||||||||||||||||||
11 | CTS | 1 | provide data services | X | ||||||||||||||||||||||||||||||||
12 | CTS | 1 | Implementing relevant data metrics and making these available to users. | x | ||||||||||||||||||||||||||||||||
13 | CTS | 2 | Providing (or contributing to) community catalogues to facilitate data discovery. | x | x | |||||||||||||||||||||||||||||||
14 | CTS | 1 | Monitoring and identifying evolving community expectations and responding as required to meet these changing needs. | x | ||||||||||||||||||||||||||||||||
15 | CTS | 2 | Planning sufficiently for risk mitigation, business continuity, disaster recovery, and succession. | x | x | |||||||||||||||||||||||||||||||
16 | CTS | 1 | Securing funding to enable ongoing usage and to maintain the desirable properties of the data resources that the repository has been entrusted with preserving and disseminating. | x | ||||||||||||||||||||||||||||||||
17 | CTS | 2 | Providing governance for necessary long-term preservation of data so that data resources remain discoverable, accessible, and usable in the future. | x | x | |||||||||||||||||||||||||||||||
18 | CTS | 1 | Implementing relevant and appropriate standards, tools, and technologies for data management and curation. | x | ||||||||||||||||||||||||||||||||
19 | CTS | 1 | Having plans and mechanisms in place to prevent, detect, and respond to cyber or physical security threats. | x | ||||||||||||||||||||||||||||||||
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22 | ESIP-sustDM | 4 | Engage with indigenous communities | x | x | x | x | |||||||||||||||||||||||||||||
23 | ESIP-sustDM | 3 | Learn enough to determine if data access restrictions are necessary or for obfuscation of some elements | x | x | x | ||||||||||||||||||||||||||||||
24 | ESIP-sustDM | 2 | Understand indigenous legal rights, consequences of publishing these data | x | x | |||||||||||||||||||||||||||||||
25 | ESIP-sustDM | 1 | Be aware of changing roles/relationships over time | x | ||||||||||||||||||||||||||||||||
26 | ESIP-sustDM | 1 | Develop data policies and collection/curation protocols | x | ||||||||||||||||||||||||||||||||
27 | ESIP-sustDM | 1 | Have contact protocols and follow up processes | x | ||||||||||||||||||||||||||||||||
28 | ESIP-sustDM | 2 | Work with depositors to minimize restrictions | x | x | |||||||||||||||||||||||||||||||
29 | ESIP-sustDM | 1 | Consider your repository as part of a (broad) community | x | ||||||||||||||||||||||||||||||||
30 | ESIP-sustDM | 3 | Identify that you hold data related to indigenous peoples | x | x | x | ||||||||||||||||||||||||||||||
31 | ESIP-sustDM | 1 | Advertise governance protocols | x | ||||||||||||||||||||||||||||||||
32 | ESIP-sustDM | 1 | Have transparent practices and defensible data management policies | x | ||||||||||||||||||||||||||||||||
33 | ESIP-sustDM | 1 | Facilitate relationships between data provider and user communities | x | ||||||||||||||||||||||||||||||||
34 | ESIP-sustDM | 1 | Share material with an indigenous workforce | x | ||||||||||||||||||||||||||||||||
35 | ESIP-sustDM | 2 | Include indigenous representatives on repository advisory board if relevant | x | x | |||||||||||||||||||||||||||||||
36 | ESIP-sustDM | 2 | Enable granular embargoes | x | x | |||||||||||||||||||||||||||||||
37 | ESIP-sustDM | 1 | Support tracking data provenance | x | ||||||||||||||||||||||||||||||||
38 | ESIP-sustDM | 1 | Link between data and papers, other outcomes | x | ||||||||||||||||||||||||||||||||
39 | ESIP-sustDM | 2 | Create mechanism to control when/by whom data are accessed | x | x | |||||||||||||||||||||||||||||||
40 | ESIP-sustDM | 1 | Implement login systems that allow for transference of responsibilities | x | ||||||||||||||||||||||||||||||||
41 | ESIP-sustDM | 1 | Receive (copies of) agreements between proprietors and package them permanently with data | x | ||||||||||||||||||||||||||||||||
42 | ESIP-sustDM | 1 | Ensure that rights and restrictions are clearly communicated at deposition | x | ||||||||||||||||||||||||||||||||
43 | ESIP-sustDM | 4 | Use a metadata format that handles multiple languages | x | x | x | x | |||||||||||||||||||||||||||||
44 | ESIP-sustDM | 3 | Keep a list of data “actors” (e.g., by role) and be able to link data to them | x | x | x | ||||||||||||||||||||||||||||||
45 | ESIP-sustDM | 4 | Work with IPs to develop keywords for their data discovery | x | x | x | x | |||||||||||||||||||||||||||||
46 | ESIP-sustDM | 1 | Ensure that depositing researchers have done their due diligence | x | ||||||||||||||||||||||||||||||||
47 | ESIP-sustDM | 2 | Ensure metadata includes responsibilities of data users | x | x | |||||||||||||||||||||||||||||||
48 | ESIP-sustDM | 1 | Plan to evolve, in order to remain open and respect changing needs of IP | x | ||||||||||||||||||||||||||||||||
49 | ESIP-sustDM | 3 | Describe appropriate use or limitations in metadata | x | x | x | ||||||||||||||||||||||||||||||
50 | ESIP-sustDM | 2 | Allocate educational funds equitably, recognizing diff between “equal” and “equitable” | x | x | |||||||||||||||||||||||||||||||
51 | ESIP-sustDM | 4 | Ensure tool design, selection of data formats, and metadata are appropriate for targeted communities and users | x | x | x | x | |||||||||||||||||||||||||||||
52 | ESIP-sustDM | 2 | Implement text or badges that clarify types of use, e.g., Biocultural and Traditional Knowledge | x | x | |||||||||||||||||||||||||||||||
53 | ESIP-sustDM | 4 | Engage with IP review processes to assist in determining appropriateness of a repository for certain types of data, e.g, data are confidential, sensitive | x | x | x | x | |||||||||||||||||||||||||||||
54 | ||||||||||||||||||||||||||||||||||||
55 | ||||||||||||||||||||||||||||||||||||
56 | FAIR maturity model (Bahim et al) | 1 | Metadata is identified by a persistent identifier | x | ||||||||||||||||||||||||||||||||
57 | FAIR MM | 1 | Data is identified by a persistent identifier | x | ||||||||||||||||||||||||||||||||
58 | FAIR MM | 1 | Metadata is identified by a globally unique identifier | x | ||||||||||||||||||||||||||||||||
59 | FAIR MM | 1 | Data is identified by a globally unique identifier | x | ||||||||||||||||||||||||||||||||
60 | FAIR MM | 1 | Rich metadata is provided to allow discovery | x | ||||||||||||||||||||||||||||||||
61 | FAIR MM | 1 | Metadata includes the identifier for the data | x | ||||||||||||||||||||||||||||||||
62 | FAIR MM | 1 | Metadata is offered in such a way that it can be harvested and indexed | x | ||||||||||||||||||||||||||||||||
63 | FAIR MM | 1 | Metadata contains information to enable the user to get access to the data | x | ||||||||||||||||||||||||||||||||
64 | FAIR MM | 1 | Metadata can be accessed manually (i.e. with human intervention) | x | ||||||||||||||||||||||||||||||||
65 | FAIR MM | 1 | Data can be accessed manually (i.e. with human intervention) | x | ||||||||||||||||||||||||||||||||
66 | FAIR MM | 1 | Metadata identifier resolves to a metadata record | x | ||||||||||||||||||||||||||||||||
67 | FAIR MM | 1 | Data identifier resolves to a digital object | x | ||||||||||||||||||||||||||||||||
68 | FAIR MM | 1 | Metadata is accessed through standardised protocol | x | ||||||||||||||||||||||||||||||||
69 | FAIR MM | 1 | Data is accessible through standardised protocol | x | ||||||||||||||||||||||||||||||||
70 | FAIR MM | 1 | Data can be accessed automatically (i.e. by a computer program) | x | ||||||||||||||||||||||||||||||||
71 | FAIR MM | 1 | Metadata is accessible through a free access protocol | x | ||||||||||||||||||||||||||||||||
72 | FAIR MM | 1 | Use a standard access protocol (OAI, OAIS) | x | ||||||||||||||||||||||||||||||||
73 | FAIR MM | 1 | Repository authenticates users | x | ||||||||||||||||||||||||||||||||
74 | FAIR MM | 0 | Repository has a system to limit used based on authorisation rules | |||||||||||||||||||||||||||||||||
75 | FAIR MM | 1 | Metadata is guaranteed to remain available after data is no longer available | x | ||||||||||||||||||||||||||||||||
76 | FAIR MM | 1 | Metadata uses knowledge representation expressed in standardised format | x | ||||||||||||||||||||||||||||||||
77 | FAIR MM | 1 | Data uses knowledge representation expressed in standardised format | x | ||||||||||||||||||||||||||||||||
78 | FAIR MM | 1 | Metadata uses machine-understandable knowledge representation | x | ||||||||||||||||||||||||||||||||
79 | FAIR MM | 1 | Data uses machine-understandable knowledge representation | x | ||||||||||||||||||||||||||||||||
80 | FAIR MM | 1 | Metadata uses FAIR-compliant vocabularies | x | ||||||||||||||||||||||||||||||||
81 | FAIR MM | 1 | Data uses FAIR-compliant vocabularies | x | ||||||||||||||||||||||||||||||||
82 | FAIR MM | 1 | Metadata includes references to other metadata | x | ||||||||||||||||||||||||||||||||
83 | FAIR MM | 1 | Data includes references to other data | x | ||||||||||||||||||||||||||||||||
84 | FAIR MM | 1 | Metadata includes references to other data | x | ||||||||||||||||||||||||||||||||
85 | FAIR MM | 1 | Data includes qualified references to other data | x | ||||||||||||||||||||||||||||||||
86 | FAIR MM | 1 | Metadata includes qualified references to other metadata | x | ||||||||||||||||||||||||||||||||
87 | FAIR MM | 1 | Metadata include qualified references to other data | x | ||||||||||||||||||||||||||||||||
88 | FAIR MM | 1 | Plurality of accurate and relevant attributes are provided to allow reuse | x | ||||||||||||||||||||||||||||||||
89 | FAIR MM | 1 | Metadata includes information about the licence under which the data can be reused | x | ||||||||||||||||||||||||||||||||
90 | FAIR MM | 1 | Metadata refers to a standard reuse licence | x | ||||||||||||||||||||||||||||||||
91 | FAIR MM | 1 | Metadata refers to a machine-understandable reuse licence | x | ||||||||||||||||||||||||||||||||
92 | FAIR MM | 1 | Metadata includes provenance information according to community-specific standards | x | ||||||||||||||||||||||||||||||||
93 | FAIR MM | 1 | Metadata includes provenance information according to a cross-community language | x | ||||||||||||||||||||||||||||||||
94 | FAIR MM | 1 | Metadata complies with a community standard | x | ||||||||||||||||||||||||||||||||
95 | FAIR MM | 1 | Data complies with a community standard | x | ||||||||||||||||||||||||||||||||
96 | FAIR MM | 1 | Metadata is expressed in compliance with a machine-understandable community standard | x | ||||||||||||||||||||||||||||||||
97 | FAIR MM | 1 | Data is expressed in compliance with a machine-understandable community standard | x | ||||||||||||||||||||||||||||||||
98 | ||||||||||||||||||||||||||||||||||||
99 | ||||||||||||||||||||||||||||||||||||
100 |