Diffusion‐tensor‐imaging 1‐year‐old and 2‐year‐old infant brain atlases with comprehensive gray and white matter labels is a dataset published in Human Brain Mapping (2024). On theSindex it has a DataRank of 0.407, placing it in the top 45.2% of the data-sharing corpus. It has been cited 10 times, with 4 citing works in its 1-hop citation network. Its calibrated FAIR score is 42/100.
Ranks in the top 45% for downstream scientific impact
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
“www.brainmrimap.org”
The only identifier for the data is a web address, which is not a persistent identifier scheme. [majority verdict 'partial' (4/5 passes agreed)]
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
“www.brainmrimap.org”
The data are hosted on a lab website, not a repository named in the class-1 list. [majority verdict 'partial' (4/5 passes agreed)]
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
“All presented atlases and templates are disseminated through the public website brainmrimap.org.”
The dataset identifier (URL) appears only in body text, not in the reference list.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“The established 1‐year‐old and 2‐year‐old infant brain templates and atlases are available from the website www.brainmrimap.org , an openly available website maintained by the Huang lab.”
The statement points to a website, not a repository record with an accession. [majority verdict 'partial' (4/5 passes agreed)]
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“Table 1 Neuroanatomical labels of 124 gray and white matter structures and their abbreviations.”
The paper includes an itemised inventory (Table 1) listing all 124 structures, which describes the dataset content.
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“These templates and atlases are freely available through the website www.brainmrimap.org .”
The data are stated to be freely available with no precondition. [majority verdict 'yes' (4/5 passes agreed)]
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“These templates and atlases are freely available through the website www.brainmrimap.org .”
The paper explicitly labels the data as freely available, which is a natural-language equivalent of open access. [majority verdict 'yes' (4/5 passes agreed)]
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
No gatekeeper is named because the data are openly available without any access control.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
“The established infant brain atlases and templates are freely available through the website www.brainmrimap.org.”— not found in the paper; verdict downgraded
The paper states that the data are currently available but does not specify how long they will persist. [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (3/5 passes agreed)]
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
No file format is named for the released data.
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No named community standard from FAIRsharing or EQUATOR is mentioned for the data.
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
No identifier for an external resource (e.g., accession, DOI, RRID) appears in the text.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
No license is named for the data. [majority verdict 'no' (4/5 passes agreed)]
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is provided for the data snapshot.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
No code locator is provided; the paper does not mention code availability.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“This study is sponsored by National Institutes of Health (NIH R01MH092535, R01MH125333, R01EB031284, R01MH129981, R21MH123930, UM1MH130991, and P50HD105354); Natural Science Foundation of China (Grant Nos: 31571237 and 81671651 to S.L.); and Natural Science Foundation of Shandong Province (Grant No: ZR2020QH048 to L.S.).”
Specific grant numbers are provided for each funder, meeting the requirement for award identifiers.
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“All participants were scanned on a 3T Philips Achieva system (Philips Healthcare, Best, The Netherlands) under sedation.”
The paper names the specific instrument (Philips Achieva) and software (e.g., DTIStudio) used to produce the data.
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
“Table 1 Neuroanatomical labels of 124 gray and white matter structures and their abbreviations.”
Variable definitions are provided inside the article (Table 1), not as a separate documentation object shipped with the data.
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
Base Score Contribution
0.360
From this paper's citation signal
Citation Network Contribution
0.0471
From 1 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 4 citers.
National Institutes of Health
Grant: P50HD105354
National Institutes of Health
Grant: R01EB031284
National Institutes of Health
Grant: R01MH092535
National Institutes of Health
Grant: R01MH125333
National Institutes of Health
Grant: R01MH129981
National Institutes of Health
Grant: R21MH123930
National Institutes of Health
Grant: UM1MH130991
National Natural Science Foundation of China
Grant: 31571237
National Natural Science Foundation of China
Grant: 81671651
Natural Science Foundation of Shandong Province
Grant: ZR2020QH048
National Institutes of Health
Grant: 5R01MH129981-04
Association of gene expression and brain connectivity in human cerebral cortex development and adulthood
National Institutes of Health
Grant: 5P50HD105354-02
The Intellectual and Developmental Disabilities Research Center (IDDRC) at CHOP/Penn
National Institutes of Health
Grant: 5R01EB031284-04
Infant Atlas of Brain Perfusion
National Institutes of Health
Grant: 5R01MH125333-02
Next-generation human connectome atlas across the timespan of brain development
National Institutes of Health
Grant: 5R21MH123930-02
Reliable prediction of high-risk infants of autism with cortical microstructural biomarker
National Institutes of Health
Grant: 5UM1MH130991-02
A Multidisciplinary Center for Developing Human and Non-human Primate Brain Cell Atlases
National Institutes of Health
Grant: 5R01MH092535-08
Structural Development of Human Fetal Brain
FWCI
2.67
Citation Percentile
0.9%
Citation Trend
Fields of Study
MeSH Terms
Keywords