A Linkage-Based Genome Assembly for the Mosquito Aedes albopictus and Identification of Chromosomal Regions Affecting Diapause is a dataset published in Insects (2021). On theSindex it has a DataRank of 1.2, placing it in the top 16.8% of the data-sharing corpus. It has been cited 70 times, with 54 citing works in its 1-hop citation network. Its calibrated FAIR score is 71/100.
Ranks in the top 17% for downstream scientific impact
Linked data & code
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.
“PRJNA694122”
The paper provides a repository accession (NCBI BioProject PRJNA694122) which is a persistent identifier scheme. [majority verdict 'yes' (3/5 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'
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122.”
The paper names NCBI (BioProject) as a repository, which is a curated archive listed in re3data/FAIRsharing. [majority verdict 'yes' (3/5 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
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122.”
The dataset identifiers appear in the body text (Data Availability Statement and Methods) but not as a reference-list entry. [majority verdict 'partial' (4/5 passes agreed)]
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
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122. The AalbF3 assembly has been deposited at DDBJ/ENA/GenBank under the accession JAFDOQ000000000 . The version described in this paper is version JAFDOQ010000000 . Scripts for all analyses are available in the Dryad repository located here: https://doi.org/10.5061/dryad.mgqnk98z4 .”
The data-availability statement points to repositories with accessions, corresponding to Colavizza category 3 (link to archived data). [majority verdict 'yes' (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 Comparison of the Palatini et al. (2020) AalbF2 assembly and Lep-Anchored reassembly AalbF3.”
The paper includes a table that itemises the assembly's size, contiguity, and other statistics. [majority verdict 'yes' (3/5 passes agreed)]
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'
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122.”
The data are deposited in public repositories with no stated precondition (embargo, registration, or request).
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
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122.”
The paper describes the access action (deposit in public repositories) but does not explicitly label the access level (e.g., 'open access').
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
The study does not involve sensitive human data, so no gatekeeper is named or required.
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
“Raw reads for the linkage mapping and BSA components of this study are accessible through NCBI BioProject accession number PRJNA694122.”
The paper states the data are available (present tense) but does not specify how long they will persist. [majority verdict 'partial' (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'
The paper does not name any file format for the released data (reads or assembly).
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 community data standard (e.g., MIAME, GO) is named for the data. [majority verdict 'no' (4/5 passes agreed)]
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'
“SRR8839546-57, 60–70”
The paper provides SRA accession numbers for PacBio reads used in the analysis, which are a resource other than the study's own data. [majority verdict 'yes' (4/5 passes agreed)]
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'
The paper states a CC-BY license for the article but does not attach any license to the data themselves.
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'
“The version described in this paper is version JAFDOQ010000000”
The paper provides a version identifier for the genome assembly (JAFDOQ010000000). [majority verdict 'yes' (3/5 passes agreed)]
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'
“https://doi.org/10.5061/dryad.mgqnk98z4”
The paper gives a Dryad DOI for the scripts, which is a machine-resolvable, versioned archive locator. [majority verdict 'yes' (3/5 passes agreed)]
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)
“1R01AI132409-01A1”
The paper includes specific NIH grant numbers (1R01AI132409-01A1 and R15AI111328-01).
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
“Illumina HiSeq 4000 instrument”
The paper names specific instruments and software used to produce the data (e.g., Illumina HiSeq 4000, STAR).
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 S1: Averaged sequencing results for RNA libraries used in this study”
Variable-level definitions are provided in supplementary tables within the article, not in a separate documentation object shipped with the data. [majority verdict 'partial' (4/5 passes agreed)]
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
0.639
From this paper's citation signal
Citation Network Contribution
0.582
From 37 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 54 citers.
National Institutes of Health
Grant: 1R01AI132409-01A1
Population genomics of a globally distributed arbovirus vector, Aedes albopictus
National Institutes of Health
Grant: R15AI111328-01
NIAID NIH HHS
Grant: R01 AI132409
NIAID NIH HHS
Grant: R15 AI111328
National Institutes of Health
Grant: 1R15AI111328-01
The genetic basis of diapause in the Asian tiger mosquito, Aedes albopictus
Fields of Study
Keywords
Sustainable Development Goals