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.
12,662
datasets available to search
ShareScore release 0.9.0
Dataset results
12,662 results for “linking”
Linked collectors and determiners for: The ground beetles (Coleoptera: Carabidae) of the Strandzha Mountain and adjacent coastal territories (Bulgaria and Turkey).
Natural history specimen data linked to collectors and determiners held within, "The ground beetles (Coleoptera: Carabidae) of the Strandzha Mountain and adjacent coastal territories (Bulgaria and Turkey)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/7fac0837-4607-4402-a936-c7021f1ea788">https://bionomia.net/dataset/7fac0837-4607-4402-a936-c7021f1ea788</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/7fac0837-4607-4402-a936-c7021f1ea788">https://gbif.org/dataset/7fac0837-4607-4402-a936-c7021f1ea788</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Two new species of Australian Eutarsopolipus (Acariformes: Podapolipidae) from Nurus medius (Coleoptera: Carabidae).
Natural history specimen data linked to collectors and determiners held within, "Two new species of Australian Eutarsopolipus (Acariformes: Podapolipidae) from Nurus medius (Coleoptera: Carabidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/5b436602-7dfa-4336-8dff-24debf9bf16c">https://bionomia.net/dataset/5b436602-7dfa-4336-8dff-24debf9bf16c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/5b436602-7dfa-4336-8dff-24debf9bf16c">https://gbif.org/dataset/5b436602-7dfa-4336-8dff-24debf9bf16c</a>. Formatted as a Frictionless Data package.
Extending full-plate tectonic models into deep time: Linking the Neoproterozoic and the Phanerozoic
<p>This file describes the plate model accompanying Merdith et al. (in review), 'A continuous, kinematic full-plate motion model from 1 Ga to present'. It is a compilation of four plate models: Domeier (2016; 2018); Merdith et al. (2017); Young et al. (2019) and presented purely in a palaeomagnetic reference frame derived from Tetley (2018).</p> <p>This directory contains <strong>Merdith_etal_2021_ESR_v1.2.4.gproj</strong>, which is a GPlates project file that will load the following:</p> <p><strong>1000_0_rotfile_Merdith_etal.rot</strong> - the Global Rotation Model but with a purely paleomagnetic reference frame</p> <p><strong>1000_410-*{Convergence/Divergence/Transform/Topologies}-Merdith_etal.gpml</strong> - the plate topologies for 1000 to 410 Ma</p> <p><strong>410-250_plate_bounds_Merdith_etal.gpml</strong> - the plate topologies for 410 to 250 Ma</p> <p><strong>250-0_plate_bounds_Merdith_etal.gpml</strong> - the plate topologies for 250 to 0 Ma</p> <p><strong>TopologyBuildingBlocks_Merdith_etal.gpml</strong> - building blocks for some topologies between 410 and 0 Ma</p> <p><strong>coastlines_Merdith_etal.gpml</strong> - a Global Coastline file (mainly for the past 400 Ma)</p> <p><strong>continents_Merdith_etal.gpml </strong>- a Global Continent shapes file (for the past 1 Ga)</p> <p><strong>cratons_Merdith_etal.gpml</strong> - a Global cratonic shapes file (for the past 1 Ga)</p> <p><strong>static_polygons_Merdith_etal.gpml</strong> - a Global static polygon file (for the past 1 Ga)</p> <p><strong>1000-410_poles.gpml </strong>- collection of palaeomagnetic data used to constrain the model between 1000 and 410 Ma (corresponds to Table 1 in the associated publication)</p> <p>For the Mesozoic and Cenozoic, the plates comprising the Pacific Ocean traditionally move in a separate reference to the other ocean basins and continental motions, instead defined by hotspot motion. In order to preserve the plate motion of the Pacific relative to the continental domains where the new GAPWAP was implemented, we extracted relative plate rotations between the Pacific (plateID: 901) and Africa (plateID: 701) in 5 Ma intervals between 250 and 83 Ma from the Young et al. (2019) model, which has been corrected for errata as discussed in Torsvik et al. (2019). This results in the same relative motion of all Pacific plates to continental plates; however it slightly alters the absolute position of the Pacific plates between 250 and 83 Ma. Studies interested in short(er) timescale (< 5 Ma) analysis or absolute plate motions should use a different model that explicitly links plate motion with the mantle (e.g. (Muller et al. 2019; Tetley et al. 2019)). To be clear, if you want to analyse the Pacific Ocean, including hotspot motion, Hawaiian-Emperor Bend kinematics etc. you should not use this model.</p> <p>To load these datasets in GPlates do the following:</p> <p>1. Open GPlates</p> <p>2. Pull down the GPlates File menu and select Open Project</p> <p>3. Click to select the GPROJ file</p> <p>4. Click Open</p> <p>Alternatively, drag and drop the GPROJ file onto the globe.</p> <p>You now have a global present day continents loaded in GPlates as well as the underlying rotation model and evolving plate topologies. Play around with the GPlates buttons to make an animation, select features, draw features, etc. For more information, read the GPlates manual which can be downloaded from <a href="https://www.gplates.org">www.gplates.org.</a> </p> <p>The agegrids associated with this model were subsquently developed as part of the <a href="../records/10910449" target="_blank" rel="noopener">Muller et al. 2022</a> model and can be accessed at: <a href="https://repo.gplates.org/webdav/PlateModel_Age_SR_Grids/Muller_etal_2022_SE/" target="_blank" rel="noopener">https://repo.gplates.org/webdav/PlateModel_Age_SR_Grids/Muller_etal_2022_SE/</a>.</p> <p><br> </p>
The data for Radar Circular Polarization Ratio of Near-Earth Asteroids: Links to Spectral Taxonomy and Surface Processes
<p>README</p> <p>% =========================================================================<br>% Project: "Radar Circular Polarization Ratio of Near-Earth Asteroids: Links to <br>% Spectral Taxonomy and Surface Processes"<br>% Author: Edgard G. Rivera-Valentín<br>% Institution: Johns Hopkins University Applied Physics Laboratory<br>% Email: edgard.rivera-valentin@jhuapl.edu<br>% ORCID: 0000-0002-0786-7307<br>% Date: 18 September 2024<br>% =========================================================================</p> <p>% =========================================================================<br>% Licenses:<br>% Any software provided in this repository is licenced under the MIT License, detailed below and within <br>% this archive. <br>% Any data provided in this repository is licenced under Creative Commons Attribution 4.0 International, <br>% detailed within this archive. <br>%<br>% MIT License<br>%<br>% Copyright (c) 2024 The Johns Hopkins University Applied Physics Laboratory LLC<br>%<br>% Permission is hereby granted, free of charge, to any person obtaining a copy<br>% of this software, data, and associated documentation files (the "Software"), to deal<br>% in the Software without restriction, including without limitation the rights<br>% to use, copy, modify, merge, publish, distribute, sublicense, and/or sell<br>% copies of the Software, and to permit persons to whom the Software is<br>% furnished to do so, subject to the following conditions:<br>%<br>% The above copyright notice and this permission notice shall be included in<br>% all copies or substantial portions of the Software.<br>%<br>% THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR<br>% IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,<br>% FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE<br>% AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER<br>% LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,<br>% OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN<br>% THE SOFTWARE.<br>%<br>% ADDITIONAL LICENSING INFORMATION:<br>% Any reuse of the figures and data provided in this repository must abide by <br>% the Copyright policy of the American Astronomical Society Journals:<br>% https://journals.aas.org/article-charges-and-copyright/#AAS_material<br>% =========================================================================</p> <p>% =========================================================================<br>% Description:<br>% This is a data repository for the manuscript published in the Planetary<br>% Science Journal:<br>% Title = Radar Circular Polarization Ratio of Near-Earth Asteroids: Links <br>% to Spectral Taxonomy and Surface Processes<br>% Please see the Zenodo metadata for detailed publicatoin information.<br>% This repository includes:<br>% (1) A csv file that has the table of data used in the published work. The<br>% table includes the data for each near-Earth asteroid used in the<br>% anlaysis. The header information includes: Asteroid Number, Designation<br>% or Name, Taxonomic Type (Following the Bus-DeMeo classification system),<br>% CPR (where CPR is circular polarization ratio), CPR uncertainty (where<br>% the uncertainty is the 1-sigma value), a (where a is semi-major axis in<br>% au), q (where q is the perihelion distance in au), Q (where Q is the<br>% aphelion distance in au), P (where P is the rotational period in hours),<br>% Hmag (where Hmag is the absolute magnitude), and Orbital Class. <br>% (2) A .mrt file that contains the same data as the csv file, but formatted<br>% according to the specifications of the machine-readable table format<br>% used by the AAS Journals. The .mrt version will also be published with<br>% the final PSJ article.<br>% (3) .mat files containing the output from the statistical modeling<br>% presented in the paper. These files are required to run the .m file<br>% included in this repository.<br>% (4) Make Figures.m, which is a Matlab code that remakes all the figures<br>% presented in the paper given the data in each of the .mat files. <br>% (5) The .png files for each of the figures presented in the paper. <br>% =========================================================================</p> <p>% =========================================================================<br>% File Formats:<br>% This archive includes various file formats. <br>% .csv file is a text file format that uses commas to separate values, and<br>% newlines to separate records. <br>% .mrt file is an ASCII byte-by-byte format that is documented here:<br>% https://journals.aas.org/mrt-overview/<br>% and readable by tools such as astropy, TOPCACT, etc. <br>% .m file is a simple text file used by Matlab, it can be opened by any<br>% text editor and executed by Matlab. <br>% .mat file is the file format used by MATLAB for saving data. It can be<br>% ready by other software, such as python, e.g., <br>% https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.loadmat.html<br>% .png file is short for Portable Network Graphic, which is a type of<br>% raster image file. <br>% =========================================================================</p>
Depth-dependent anisotropy in the Earth's inner core linked to chemical stratification
Open the record for dataset details and reuse information.
F I G U R E 1 A in Linking plant functional traits to biodiversity under environmental change
F I G U R E 1 A diagram of the linkage between functional traits and biodiversity at multiple ecological scales. Across different scales, the diagram includes the response of functional traits to different environmental conditions, interactions under shifts in community structure and ecosystem functioning, which affect species' survival or extinction, and thus biodiversity. The diagram is constructed following a bottom‐up logic based on individual traits and aims to facilitate future trait‐diversity models to predict biodiversity responses under environmental change.
Linked collectors and determiners for: A revision of the species of the Neoserica (sensu lato) vulpes group (Coleoptera: Scarabaeidae: Sericini).
Natural history specimen data linked to collectors and determiners held within, "A revision of the species of the Neoserica (sensu lato) vulpes group (Coleoptera: Scarabaeidae: Sericini)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/439171d3-3406-4ede-bc8a-ac388e13a9c2">https://bionomia.net/dataset/439171d3-3406-4ede-bc8a-ac388e13a9c2</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/439171d3-3406-4ede-bc8a-ac388e13a9c2">https://gbif.org/dataset/439171d3-3406-4ede-bc8a-ac388e13a9c2</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Northern Territory Herbarium (DNA) AVH data.
Natural history specimen data linked to collectors and determiners held within, "Northern Territory Herbarium (DNA) AVH data". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/270c3da6-45ad-4272-804b-33ac7ee33421">https://bionomia.net/dataset/270c3da6-45ad-4272-804b-33ac7ee33421</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/270c3da6-45ad-4272-804b-33ac7ee33421">https://gbif.org/dataset/270c3da6-45ad-4272-804b-33ac7ee33421</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: New species of the superfamily Euphthiracaroidea (Acari: Oribatida) from Madagascar and Tanzania.
Natural history specimen data linked to collectors and determiners held within, "New species of the superfamily Euphthiracaroidea (Acari: Oribatida) from Madagascar and Tanzania". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/0c30f7bd-7385-47ef-961c-9f3205276837">https://bionomia.net/dataset/0c30f7bd-7385-47ef-961c-9f3205276837</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/0c30f7bd-7385-47ef-961c-9f3205276837">https://gbif.org/dataset/0c30f7bd-7385-47ef-961c-9f3205276837</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Types of Thyatirinae (Lepidoptera: Drepanidae) in the collection of the Zoological Institute of the Russian Academy of Sciences.
Natural history specimen data linked to collectors and determiners held within, "Types of Thyatirinae (Lepidoptera: Drepanidae) in the collection of the Zoological Institute of the Russian Academy of Sciences". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/63db7ca1-2866-4510-9ce8-b9ad97f41703">https://bionomia.net/dataset/63db7ca1-2866-4510-9ce8-b9ad97f41703</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/63db7ca1-2866-4510-9ce8-b9ad97f41703">https://gbif.org/dataset/63db7ca1-2866-4510-9ce8-b9ad97f41703</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Western Australian Herbarium (PERTH) AVH data.
Natural history specimen data linked to collectors and determiners held within, "Western Australian Herbarium (PERTH) AVH data". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/5a3b50fa-c882-4129-9405-38e54c0a73f3">https://bionomia.net/dataset/5a3b50fa-c882-4129-9405-38e54c0a73f3</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/5a3b50fa-c882-4129-9405-38e54c0a73f3">https://gbif.org/dataset/5a3b50fa-c882-4129-9405-38e54c0a73f3</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: NSW AVH feed.
Natural history specimen data linked to collectors and determiners held within, "NSW AVH feed". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/07a54454-87c7-4e1e-b2ba-88a9d98d534b">https://bionomia.net/dataset/07a54454-87c7-4e1e-b2ba-88a9d98d534b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/07a54454-87c7-4e1e-b2ba-88a9d98d534b">https://gbif.org/dataset/07a54454-87c7-4e1e-b2ba-88a9d98d534b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: James Cook University Herbarium (JCT) AVH data.
Natural history specimen data linked to collectors and determiners held within, "James Cook University Herbarium (JCT) AVH data". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/01bc220b-39b8-4837-b235-f921187af771">https://bionomia.net/dataset/01bc220b-39b8-4837-b235-f921187af771</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/01bc220b-39b8-4837-b235-f921187af771">https://gbif.org/dataset/01bc220b-39b8-4837-b235-f921187af771</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Revision of the endemic Malagasy leafhopper tribe Platyjassini (Hemiptera: Cicadellidae: Iassinae).
Natural history specimen data linked to collectors and determiners held within, "Revision of the endemic Malagasy leafhopper tribe Platyjassini (Hemiptera: Cicadellidae: Iassinae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/c2e17975-440e-40f9-8b37-f078f9aadf1b">https://bionomia.net/dataset/c2e17975-440e-40f9-8b37-f078f9aadf1b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/c2e17975-440e-40f9-8b37-f078f9aadf1b">https://gbif.org/dataset/c2e17975-440e-40f9-8b37-f078f9aadf1b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: The Paroecanthini crickets (Orthoptera: Grylloidea: Gryllidae: Oecanthinae) from French Guiana.
Natural history specimen data linked to collectors and determiners held within, "The Paroecanthini crickets (Orthoptera: Grylloidea: Gryllidae: Oecanthinae) from French Guiana". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/bce2b355-5cd6-426c-a738-0d0000626895">https://bionomia.net/dataset/bce2b355-5cd6-426c-a738-0d0000626895</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/bce2b355-5cd6-426c-a738-0d0000626895">https://gbif.org/dataset/bce2b355-5cd6-426c-a738-0d0000626895</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Centre for Australian National Biodiversity Research (CANB) AVH data.
Natural history specimen data linked to collectors and determiners held within, "Centre for Australian National Biodiversity Research (CANB) AVH data". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/15738fee-78b1-4751-bcc1-cbf7139c68de">https://bionomia.net/dataset/15738fee-78b1-4751-bcc1-cbf7139c68de</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/15738fee-78b1-4751-bcc1-cbf7139c68de">https://gbif.org/dataset/15738fee-78b1-4751-bcc1-cbf7139c68de</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Taxonomic revision of the genus Schildia Aldrich, 1923 (Diptera: Asilidae: Leptogastrinae) with the description of new extant and extinct species.
Natural history specimen data linked to collectors and determiners held within, "Taxonomic revision of the genus Schildia Aldrich, 1923 (Diptera: Asilidae: Leptogastrinae) with the description of new extant and extinct species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/b5ea33bc-61d9-4849-89d8-4d54ff581052">https://bionomia.net/dataset/b5ea33bc-61d9-4849-89d8-4d54ff581052</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/b5ea33bc-61d9-4849-89d8-4d54ff581052">https://gbif.org/dataset/b5ea33bc-61d9-4849-89d8-4d54ff581052</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Solomon's Gold Mine: Description or redescription of 24 species of Caridina (Crustacea: Decapoda: Atyidae) freshwater shrimps from the Solomon Islands, including 11 new species.
Natural history specimen data linked to collectors and determiners held within, "Solomon's Gold Mine: Description or redescription of 24 species of Caridina (Crustacea: Decapoda: Atyidae) freshwater shrimps from the Solomon Islands, including 11 new species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/5e1d0e63-c052-42fa-ba84-55f2166bfefd">https://bionomia.net/dataset/5e1d0e63-c052-42fa-ba84-55f2166bfefd</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/5e1d0e63-c052-42fa-ba84-55f2166bfefd">https://gbif.org/dataset/5e1d0e63-c052-42fa-ba84-55f2166bfefd</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Mabuia wirzi Roux, 1925 (Squamata: Scincidae), an overlooked synonym of Dasia olivacea Gray, 1839, with notes on the synonymy of Dasia olivacea.
Natural history specimen data linked to collectors and determiners held within, "Mabuia wirzi Roux, 1925 (Squamata: Scincidae), an overlooked synonym of Dasia olivacea Gray, 1839, with notes on the synonymy of Dasia olivacea". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/70ca91b0-8acb-474d-a84e-429c2d6934cc">https://bionomia.net/dataset/70ca91b0-8acb-474d-a84e-429c2d6934cc</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/70ca91b0-8acb-474d-a84e-429c2d6934cc">https://gbif.org/dataset/70ca91b0-8acb-474d-a84e-429c2d6934cc</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: A taxonomic revision of the genus Asiobaccha Violovitsh (Diptera: Syrphidae).
Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of the genus Asiobaccha Violovitsh (Diptera: Syrphidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/561159e3-982f-4eb4-8824-5459de071493">https://bionomia.net/dataset/561159e3-982f-4eb4-8824-5459de071493</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/561159e3-982f-4eb4-8824-5459de071493">https://gbif.org/dataset/561159e3-982f-4eb4-8824-5459de071493</a>. Formatted as a Frictionless Data package.
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.