Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
1,773
datasets available to search
ShareScore release 0.9.0
Dataset results
1,773 results for “Supplementary data,”
Data and supplementary materials from: Large genetic divergence underpins cryptic local adaptation across ecological and evolutionary gradients
Open the record for dataset details and reuse information.
Supplementary data for: simultaneous species detection and discovery with environmental DNA metabarcoding: a freshwater mollusk case study
Open the record for dataset details and reuse information.
Supplementary data and modeling code file for: Soft deployable airless wheel for lunar lava tube in-tact exploration
Open the record for dataset details and reuse information.
Supplementary methods and data for: Dogs with a vocabulary of object label remember labels for at least two years
Open the record for dataset details and reuse information.
Supplementary data of chloroplast genome of a centennial olive tree from the Peruvian coast
Open the record for dataset details and reuse information.
Supplementary data from: Assessing the structural boundaries of broadly reactive antibody interactions with diverse H3 influenza hemagglutinin proteins
Open the record for dataset details and reuse information.
Supplementary material and data from: Cranial volume and palate length of cats, Felis spp., under domestication, hybridisation and in wild populations
Open the record for dataset details and reuse information.
Supplementary data for: Hummingbird ingestion of low-concentration ethanol within artificial nectar
Open the record for dataset details and reuse information.
SNPector Supplementary Data
<p>SNPector input and out data</p>
Supplementary material 1 from: Biniari K, Daskalakis I, Bouza D, Stavrakaki M (2019) Comparative study of qualitative and quantitative characters of grape cultivar 'Mavrodafni' (Vitis vinifera L.) and 'Renio' grown in different regions of the Protected Designation of Origin Mavrodafni Patras. Viticulture Data Journal 1: e37852. https://doi.org/10.3897/vdj.1.e37852
<p>This is the raw dataset of the measurements performed on the samples collected from the two varieties from the different locations. There are three repetitions per measurement and no statistical analysis has been performed.</p>
Supplementary material 2 from: Chapman AD, Belbin L, Zermoglio PF, Wieczorek J, Morris PJ, Nicholls M, Rees ER, Veiga AK, Thompson A, Saraiva AM, James SA, Gendreau C, Benson A, Schigel D (2020) Developing Standards for Improved Data Quality and for Selecting Fit for Use Biodiversity Data. Biodiversity Information Science and Standards 4: e50889. https://doi.org/10.3897/biss.4.50889
Use cases were collected using a number of methods to maximise responses. Lead authors of papers published using data accessed via the Atlas of Living Australia (ALA) were contacted and asked to contribute their research data use cases, and a number of papers describing fitness for use determination were sent to the ALA Data Quality group. Fitness for use and quality check information from these papers were extracted and transferred to the use case library. These are the results of those surveys.
Supplementary material 4 from: Chapman AD, Belbin L, Zermoglio PF, Wieczorek J, Morris PJ, Nicholls M, Rees ER, Veiga AK, Thompson A, Saraiva AM, James SA, Gendreau C, Benson A, Schigel D (2020) Developing Standards for Improved Data Quality and for Selecting Fit for Use Biodiversity Data. Biodiversity Information Science and Standards 4: e50889. https://doi.org/10.3897/biss.4.50889
Description and specifications for the tests following the conventions of the Fitness For Use Framework. This supplement is a copy of https://github.com/tdwg/bdq/blob/master/tg2/core/TG2_tests.csv as of commit 941e774 2019-Aug-20.
Supplementary material 3 from: Chapman AD, Belbin L, Zermoglio PF, Wieczorek J, Morris PJ, Nicholls M, Rees ER, Veiga AK, Thompson A, Saraiva AM, James SA, Gendreau C, Benson A, Schigel D (2020) Developing Standards for Improved Data Quality and for Selecting Fit for Use Biodiversity Data. Biodiversity Information Science and Standards 4: e50889. https://doi.org/10.3897/biss.4.50889
Counts of occurrence records in 2019-04-15 snapshot of GBIF-mediated data that fit the three categories of expected responses for each of the event date-related validation tests.
Supplementary material 1 from: Chapman AD, Belbin L, Zermoglio PF, Wieczorek J, Morris PJ, Nicholls M, Rees ER, Veiga AK, Thompson A, Saraiva AM, James SA, Gendreau C, Benson A, Schigel D (2020) Developing Standards for Improved Data Quality and for Selecting Fit for Use Biodiversity Data. Biodiversity Information Science and Standards 4: e50889. https://doi.org/10.3897/biss.4.50889
Vocabulary of Terms used for the TDWG Task Group on Data Quality Tests and Assertions, plus key additional terms from the Use Case Study. Ther terms are consistent with the terms used in the Fitness for Use Framework (Veiga et al. 2017)
Supplementary data for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life"
<p>The dataset contains qualitative data from a study of ayahuasca users in Estonia:</p> <p>Appendix 1 - Appendix 6: free-text answers (shuffled and edited for protection of confidentiality of the respondents), in Estonian.</p> <p>Appendices 7 and 8: study-specific questionnaires, in Estonian.</p> <p>The dataset provides supplementary information for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life" (authors Helle Kaasik and Kairi Kreegipuu from University of Tartu, Estonia), submitted to <a href="https://www.tandfonline.com/loi/ujpd20">the Journal of Psychoactive Drugs</a> on April 30, 2019 and accepted for publication on December 3, 2019. More information about the study is available from Helle Kaasik (<a href="mailto:helle.kaasik@ut.ee">helle.kaasik@ut.ee</a>).</p> <p> </p> <p>In Estonian:</p> <p>Andmehulk sisaldab kvalitatiivseid andmeid Eesti ayahuasca kasutajate uurimisest.</p> <p>Lisa 1-6: vabatekstilised vastused (juhuslikus järjekorras ja toimetatud vastajate konfidentsiaalsuse tagamiseks);</p> <p>Lisa 7-8: uurimuses kasutatud küsimustikud.</p> <p>Andmestik on täienduseks teadusartiklile "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life", mille autorid on Helle Kaasik ja Kairi Kreegipuu Tartu Ülikoolist. Artikkel on saadetud avaldamiseks ajakirjale <a href="https://www.tandfonline.com/loi/ujpd20">Journal of Psychoactive Drugs</a>. Kommentaarid ja küsimused töö kohta on oodatud Helle Kaasiku e-mailile <a href="mailto:helle.kaasik@ut.ee">helle.kaasik@ut.ee</a></p>
Supplementary data for Kvist et. al. 2020 "Draft genome of the European medicinal leech Hirudo medicinalis (Annelida: Clitellata: Hirudiniformes) with emphasis on anticoagulants"
<p>anticoagulant_prots.tar.gz: Proteins sequence, alignment, exon structure, and tree files for identified anticoagulant proteins plus putative anticoagulant proteins from the Hirudo medicinalis ROM11733 v1 assembly</p> <p>Himedicinalis_ROM11733_annotation.tar.gz: InterProScan, UniProtKB, MAKER, RepeatModeller, Rfam, and tRNAscan-SE annotation files for the Hirudo medicinalis ROM11733 v1 assembly</p> <p>PhymmBL_tax_assign.tar.gz: PhymmBL files of the tree rounds of taxnonomic assignment</p>
Supplementary data for Cariou et al (2020, Molecular Ecology Resources, "How consistent is RAD-seq divergence with DNA-barcode based clustering in insects?")
<p>This dataset accompanies a paper by Cariou et al, to be published in Molecular Ecology Resources, where we assessed in 92 insect species if the genetic clustering of specimens into species like units, on the basis of mitochondrial DNA, was consistent with genome wide divergence, as estimated by RAD-seq data. The present repository includes: (1) a detailed description of the bioinformatic analysis indicating which programs were used, together with parameter values, (2) the raw RAD-seq data following demultiplexing, (3) the consensus sequences of all RAD loci for all specimens, and (4) large tables indicating genetic distances at all RAD loci for all species.</p>
Supplementary data for publication "Mass-Resolved Electronic Circular Dichroism Ion Spectroscopy"
<p>Research data for the main text and supporting information figures of publication "Mass-Resolved Electronic Circular Dichroism Ion Spectroscopy". Figure numbering according to arXiv preprint 2002.01299.</p> <p>Abstract: DNA and proteins are chiral: their three-dimensional structure cannot be superimposed with its mirror image. Circular dichroism spectroscopy is widely used to characterize chiral compounds, but data interpretation is difficult in the case of mixtures. We recorded the electronic circular dichroism spectra of DNA helices separated in a mass spectrometer. We studied guanine-rich strands having various secondary structures, electrosprayed them as negative ions, irradiated them with a UV-vis nanosecond OPO laser, and measured the difference in electron photodetachment efficiency between left and right circularly polarized light. The reconstructed circular dichroism ion spectra resemble their solution counterparts, thereby allowing us to assign the DNA helical topology. The ability to measure circular dichroism directly on biomolecular ions expands the capabilities of mass spectrometry for structural analysis.</p>
Supplementary Data for Eubacterium rectale study
<p>Supplementary Data for Eubacterium rectale study</p>
Improving early estimates of large earthquake's final fault lengths and magnitudes leveraging source fault structural maturity information - supplementary data
<p>Supplementary dataset for <em>Improving early estimates of large ea­­rthquake’s final fault lengths and magnitudes leveraging source fault structural maturity information. </em>This contains individual performance test results for the algorithm discussed in this publication for each earthquake included in the study</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.