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.
2,001
datasets available to search
ShareScore release 0.9.0
Dataset results
2,001 results for “Orders”
Local order and crystallization of dense polydisperse hard spheres
<p>This dataset is associated with "Local order and crystallization of dense polydisperse hard spheres", Daniele Coslovich, Misaki Ozawa, and Ludovic Berthier, J. Phys.: Condens. Matter 30, 144004 (2018) [<a href="http://doi.org/10.1088/1361-648X/aab0c9">doi:10.1088/1361-648X/aab0c9</a><a href="https://arxiv.org/abs/1801.09638"> arXiv:1801.09638</a>]. <br> <br> It include scripts and data files to allow for the replication of the figures. EPS figures were generated using gnuplot version 5.0.</p>
Experimental data for the paper Andrews-Curtis conjecture, term rewriting and first-order proofs
<p>This dataset contains proofs obtained by Prover9 and refutations by Mace4 for AC-simplifications. </p>
Code and data for 'Knotting fractional-order knots with the polarization state of light'
<p><strong>Code and data for 'Knotting fractional-order knots with the polarization state of light'</strong></p> <p>This collection contains the code and experimental data used to produce the figures in the paper</p> <blockquote> <p>Knotting fractional-order knots with the polarization state of light. E. Pisanty, G. J. Machado, V. Vicuña-Hernández, A. Picón, A. Celi and M. Lewenstein. <a href="https://dx.doi.org/10.1038/s41566-019-0450-2"><em>Nature Photonics</em> (2019)</a>, <a href="https://arxiv.org/abs/1808.05193">arXiv:1808.05193</a>.</p> </blockquote> <p>The collection consists of the following:</p> <ul> <li>The experimental data used in the paper, listed under the OAM <em>m</em> of the second harmonic used for each run, as <code>LG</code><em>m</em>, and indexed by the polarizer angle theta. For each image we include the colorized image file (.tiff) as produced by the camera, and the raw data in a comma-separated ASCII file.</li> <li>Sundry supporting data, including pictures of the individual Laguerre-Gauss and gaussian components coming from each arm of the interferometer, as well as some higher-order OAM interferograms for which full data scans were not taken.</li> <li>The Matlab script, <code>Experimental image analysis.m</code> used to assemble the raw images into grids as in Fig. S1.</li> <li>The main Mathematica notebook, <code>Figure maker.nb</code>, used to produce the theory figures (Fig. 1, Fig. 2 and Fig. 3(e,f)) as well as the Fourier-transformed data analysis of Fig. 3(c,d) and Figs. S2, S3 and S4, together with a pdf printout of that notebook.</li> <li>The Mathematica package file LISSAFIRE.m, taken from <a href="https://github.com/episanty/LIRE">the LISSAFIRE package</a>.</li> <li>The Blender files used to render the polarimetry and experimental-setup schemes of Fig. 3(a,b).</li> <li>Copies of all the figures in the paper, as well as some equivalent figures covering the full data range that were not included in the paper due to space constraints.</li> </ul> <p>A related collection ('Torus-knot light beams' <a href="https://doi.org/10.5281/zenodo.2597667">doi:10.5281/zenodo.2597667</a>) contains 3D-printable models of some of the figures in this collection, and the Mathematica code used to produce them.</p> <p>This collection is presented on an as-is manner in the hope that it will be useful.</p> <p>The copyright of this collection rests with the authors (2018). It is made available under the Creative Commons Attribution-ShareAlike 4.0 (<a href="https://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0</a>) license. For any academic use that results in a publication, please cite the main paper.</p>
Matlab data for paper ""Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization" by Sahu et al.
<p>This is a Matlab data file for paper A.K. Sahu, D.Jakovetic, D. Bajovic and S. Kar, “Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization”, IEEE Global Conference on Signal and Information Processing(GlobalSIP), 2018, see also: <a href="https://zenodo.org/record/3333576#.XSibRegzZPY">https://zenodo.org/record/3333576#.XSibRegzZPY</a></p>
DataSET for: Control of spintronic and electronic properties of bimetallic and vacancy-ordered vanadium carbide MXenes via surface functionalization
<p>This data set contains the minimal file necessary to reproduce the DFT calculations contained in the publication:<br> Control of spintronic and electronic properties of bimetallic and vacancy-ordered vanadium carbide MXenes via surface functionalization.</p> <p>the dataset is available on GitLab: <a href="https://gitlab.com/praguelab/shuo2019_work1">https://gitlab.com/praguelab/shuo2019_work1</a> (Project ID: 13583566) Final Latest tag at moment of submission: <a href="https://gitlab.com/praguelab/shuo2019_work1/-/tags/Accepted_manuscript">https://gitlab.com/praguelab/shuo2019_work1/-/tags/Accepted_manuscript</a></p> <p>The paper has been received for review on 16th October 2019, and accepted for publication 11th November 2019 in Journal of Physical Chemistry Chemical Physics</p> <p>DOI: 10.1039/c9cp05638f</p> <p>Preprint available on arXiv <a href="https://arxiv.org/abs/1910.01509">https://arxiv.org/abs/1910.01509</a></p> <p>The work has been financed by Grantova´ Agentura, Univerzita Karlova (Grantova´ Agentura, Univerzita Karlova), OP VVV ‘‘Excellent Research Teams’’, project CUCAM, and International Mobility of Researchers at Charles University (CZ.02.2.69/0.0/0.0/16_027/0008495)</p>
Figure 2 in TaXonomic Catalog of the Brazilian Fauna: the intriguing copepod order Monstrilloida (Crustacea: Copepoda), taXonomy and diversity
Figure 2. Distinctive morphological characters of the Monstrilloid copepods described from Brazil: (A) Cymbasoma rochai male genital complex showing spiniform processes; (B) C. rochai female fifth leg and ovigerous spines; (C) Monstrilla careli female fifth leg, ventral view; (D) M. pustulata female forehead with integumental field of pustules; (E) same, fifth leg, ventral view; (F) M. satchmoi, bilobed female oral papilla, lateral view; (G) same, left antennule, dorsal view; (H) C. brasiliensis female fifth legs, ventral view; (I) same, right antennule, dorsal view; (J) M. bahiana male genital complex, lateral view; (K) same, ventral view showing lappets; (L) same male right geniculate antennule, dorsal view; (M) M. fosshageni male genital complex, semi-lateral view; (N) same, lateral view; (O) M. fosshageni male left geniculate antennule, dorsal view.
Figure 3 in TaXonomic Catalog of the Brazilian Fauna: the intriguing copepod order Monstrilloida (Crustacea: Copepoda), taXonomy and diversity
Figure 3. Distribution of species of the copepod order Monstrilloida: (A) Brazilian map showing the number of Monstrilloida species recorded from each state; (B) Monstrilloida species number by Brazilian marine ecoregions. State abbreviations: (AC) Acre, (AL) Alagoas, (AM) Amazonas, (AP) Amapá, (BA) Bahia, (CE) Ceará, (DF) Federal District, (ES) Espírito Santo, (GO) Goiás, (MA) Maranhão, (MG) Minas Gerais, (MS) Mato Grosso do Sul, (MT) Mato Grosso, (PA) Pará, (PB) Paraíba, (PE) Pernambuco, (PI) Piauí, (PR) Paraná, (RJ) Rio de Janeiro, (RN) Rio Grande do Norte, (RO) Rondônia, (RR) Roraima, (RS) Rio Grande do Sul, (SC) Santa Catarina, (SE) Sergipe, (SP) São Paulo, (TO) Tocantins.
Figure 1 in TaXonomic Catalog of the Brazilian Fauna: the intriguing copepod order Monstrilloida (Crustacea: Copepoda), taXonomy and diversity
Figure 1. Monstrilloid copepod species described from Brazil: (A) Cymbasoma rochai adult female, dorsal view; (B) Monstrilla careli adult female, lateral view; (C) same, dorsal view; (D) M. pustulata adult female, lateral view; (E) same, dorsal view; (F) M. satchmoi adult female, lateral view; (G) Caromiobenella brasiliensis adult female, ventral view; (H) same, dorsal view; (I) C. brasiliensis adult male, lateral view; (J) same, dorsal view; (K) Monstrilla bahiana adult male, dorsal view; (L) same, ventral view; (M) Cymbasoma rochai adult male, ventral view; (N) Monstrillopsis fosshageni adult male, lateral view. Illustrations modified from Suárez-Morales and Dias (2000, 2001), Dias and Suárez-Morales (2023), Suárez-Morales et al. (2020). Scale bar: 0.5 mm.
Figure 1A-D. A in Checklist of order Tetraodontiformes (Actinopterygii) from Puducherry Coasts, Southeast Coast of India with Nine New Records
Figure 1A-D. A. Fishery status (NC-Non-Commercial; AC-Aquarium Commercial; FC- Fishery Commercial), B. Palatable Nature, C. Toxicity Status, D. IUCN Status.
Figure 2A-F. A in Checklist of order Tetraodontiformes (Actinopterygii) from Puducherry Coasts, Southeast Coast of India with Nine New Records
Figure 2A-F. A.Triacanthus biaculeatus; B. Triacanthus nieuhofi; C. Pseudotriacanthus strigilifer; D. Abalistes stellatus; E. Odonus niger; F. Sufflamen fraenatum.
Figure 2G-L. G in Checklist of order Tetraodontiformes (Actinopterygii) from Puducherry Coasts, Southeast Coast of India with Nine New Records
Figure 2G-L. G. Aluterus monoceros; H. Paramonocanthus choirocephalus; I. Paramononthus sulcatus; J. Tetrosomus gibbosus; K. Lagocephalus lunaris; L. Lagocephalus inermis.
Text-fig. 2. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate,, NM S 4764, x 3. Specimen with ventral arm coiling. The specimen is on its dorsum in slate with all five rays curled ventrally inward toward mouth area on underside of disk. Barely visible are tips of two jaws; slightly exposed are proximal parts of rays in oral view extending outward from disk. The location of abrupt ventral bending of rays is indicated by emergence from slate of five rays in aboral view that point inward toward buried disk. Based on ventral bending of rays and intimate association with crinoids Eospondylus has been interpreted as stratigraphic first occurrence of Order Euryalida, which contains epizoic gorgonocephalid and euryalid basket-stars of modern oceans. This status is rejected using new evidence from isolated vertebrae. [Photo by Alexander Glass]. in Isolated Ossicles Of The Family Eospondylidae Spencer Wright, 1966, In The Lower Devonian Of Bohemia (Czech Republic) And Correction Of The Systematic Position Of Eospondylid Brittlestars (Echinodermata: Ophiuroidea: Oegophiurida)
Text-fig. 2. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate,, NM S 4764, x 3. Specimen with ventral arm coiling. The specimen is on its dorsum in slate with all five rays curled ventrally inward toward mouth area on underside of disk. Barely visible are tips of two jaws; slightly exposed are proximal parts of rays in oral view extending outward from disk. The location of abrupt ventral bending of rays is indicated by emergence from slate of five rays in aboral view that point inward toward buried disk. Based on ventral bending of rays and intimate association with crinoids Eospondylus has been interpreted as stratigraphic first occurrence of Order Euryalida, which contains epizoic gorgonocephalid and euryalid basket-stars of modern oceans. This status is rejected using new evidence from isolated vertebrae. [Photo by Alexander Glass].
Figure. The proportion of benthic abundance for different invertebrate orders relative to the total benthic abundance [%] of the Munzur and Pülümür rivers, representing the mean value of the 2 sites per river. in Macroinvertebrate composition in the metarhithral zones of the Munzur and Pülümür rivers: a preliminary study
Figure. The proportion of benthic abundance for different invertebrate orders relative to the total benthic abundance [%] of the Munzur and Pülümür rivers, representing the mean value of the 2 sites per river.
Fig. 14 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 14. Broteochactas delicatus (Karsch, 1879), 1 ³ (AMNH), KOH-macerated cuticle: dorsal view of attachment site of poststigmaticus muscle on posterior edge of book lung spiracle. Posterior edge normally closes spiracle unless pulled open by contraction of poststigmaticus muscle.
Fig. 11 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 11. Vaejovis spinigerus (Wood, 1863), 1 ³ (AMNH [LP 1811]): anterior view of posterior spiracle edge with transition to sternite and wall of atrium, anterior parts of sternite removed. Note change in shape of cuticular processes from flat-oval (box) to subconical structures on spiracle edge (character 3, denoted with arrowhead); a movable flap normally closes the spiracle unless pulled open by contraction of the poststigmaticus muscle. Inset: Urophonius iheringii Pocock, 1893, 1 ♀ (AMNH [LP 3457]): magnified posterior view of flat-oval processes on transition from spiracle edge to atrial wall.
Fig. 9 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 9. Broteochactas delicatus (Karsch, 1879), 1 ³ (AMNH), KOH-macerated cuticle: dorsal view of lateral part of sternite, showing cuticular parts of book lung.
Fig. 13 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 13. Euscorpius flavicaudis (DeGeer, 1778), 1 ex. (MNHN): internal view into lamella showing cellular pillar in hemolymph space.
Fig. 7 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 7. Hadogenes sp., 1 ³ (HUB): dorsolateral view of fenestrated membrane, covering sternite and book lung.
Fig. 6 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 6. Hadogenes sp., 1 ³ (HUB): ventral view of book lung, with fenestrated membrane removed, showing ligaments holding air sacs.
Fig. 4 in An Atlas Of Book Lung Fine Structure In The Order Scorpiones (Arachnida)
Fig. 4. Hottentotta jayakari (Pocock, 1895), 1 subad. ♀ (HUB): lateral view of longitudinal section through book lung, showing position of book lung morphology characters discussed in the atlas (arrowheads): lamellar surface (1); distal lamellar edge (2); posterior spiracle edge (3); (A–C) arrangement of characters in the plates, (A) lamellar surface, (B) distal lamellar edge, (C) posterior spiracle edge; arrowheads and arrows indicate characters and states.
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.