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.
3,937
datasets available to search
ShareScore release 0.9.0
Dataset results
3,937 results for “number”
Fig. 1 in Pretrained Convolutional Neural Networks Perform Well in a Challenging Test Case: Identification of Plant Bugs (Hemiptera: Miridae) Using a Small Number of Training Images
Fig. 1. Dorsal habitus photos of males and females of Tuxedo spp., Pygovepres vaccinicola, and Phallospinophylus setosus generated for and used in this study.
Fig. 4 in Pretrained Convolutional Neural Networks Perform Well in a Challenging Test Case: Identification of Plant Bugs (Hemiptera: Miridae) Using a Small Number of Training Images
Fig. 4. Validation accuracy and accuracy on test data for SVM linear classifier (A, B) and DNN approaches (C, D) for the three datasets.
Fig. 3 in Pretrained Convolutional Neural Networks Perform Well in a Challenging Test Case: Identification of Plant Bugs (Hemiptera: Miridae) Using a Small Number of Training Images
Fig. 3. Identification accuracy for the male (top) and female (bottom) Tuxedo dataset for the five selected resolutions and the individual blocks 1–5 and the concatenated block.
A 100-pixel photon-number-resolving detector unveiling photon statistics
<p>Dataset and Monte Carlo code for "A 100-pixel photon-number-resolving detector unveiling photon statistics" published in Nature Photonics.</p> <p>Article link: https://www.nature.com/articles/s41566-022-01119-3</p>
Number of gallery arms for oviposition by the tree-killing bark beetle Polygraphus proximus (Coleoptera: Curculionidae: Scolytinae)
<p><em>Polygraphus</em> <em>proximus</em> Blandford (Coleoptera: Curculionidae: Scolytinae) is a non-aggressive monogynous bark beetle. It has caused mass mortality in fir (<em>Abies</em> spp.) forests in the past decade. Although gallery structures made by polygynous beetles may influence their reproductive success, the gallery structure and the number of eggs laid by the monogynous tree-killing bark beetle <em>P</em>. <em>proximus</em> have not been investigated in detail in the natural setting of their native range. We, therefore, investigated the length of mother galleries of <em>P</em>. <em>proximus</em> and the number of eggs oviposited by the beetles in relation to gallery systems with different numbers of arms in Japan. The number of eggs oviposited in two-armed galleries was significantly greater than that observed in one-armed galleries. Additionally, the length of one- or two-armed galleries with no oviposition was significantly shorter than that in galleries consisting of more than two arms. Our results suggest that the optimal number of arms in a gallery system (in terms of the number of eggs oviposited) was two.</p>
Bead number 1
Russia, Republic of Bashkortostan, Khaibullinsky District. Excavations in 2007. Necropolis Perevolochan-1. Kurgan number 12. Burial №4. Skeleton number 1. Sword decoration. Dimensions: diameter - 19 mm, hole diameter - 6 mm. Glass paste. Iron Age. Chronology: IV century BC. Early Sarmatian culture. Source: Objaverse 1.0 / Sketchfab
FIGURE 1 in Inordinate Fondness Multiplied And Redistributed: The Number Of Species On Earth And The New Pie Of Life
<p>FIGURE 1. TRADITIONAL AND NEW ESTIMATES OF THE PIE OF LIFE The pie on the left shows a traditional estimate of the relative richness of different groups of organisms based on numbers of described species (Wilson 1992), the middle shows an estimate based on projected richness of different groups (Mora et al. 2011), and the pie on the right shows estimates based on the projected richness of different groups in the present study. The pie on the right is estimated based on Scenario 1 (Table 1), but other scenarios and assumptions give very similar estimates of the relative richness of different groups (Tables 1 – 4), even as total species richness changes. See the online edition for a color version of this figure.</p> <p>Figure from the online version (the print version is black and white)</p>
Driving Traffic to Institutional Repositories: How Search Engine Optimization can Increase the Number of Downloads from IR
<p>The success of institutional repositories (IR) is measured in large part by the number of file downloads they sustain. Most traffic to IR is referred by Internet search engines, but referrals are hindered when IR are not properly optimized for search engine harvesting and indexing, leading to low visitation and downloads. This presentation will discuss search engine optimization techniques, especially for Google Scholar, which can be responsible for the majority of referrals that result in IR file downloads. The presentation will also introduce a new web service called RAMP (Repository Analytics & Metrics Portal) that accurately counts file downloads from IR and requires no installation or training.</p>
Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570. in Species discovery and diversity in Lobocriconema (Criconematidae: Nematoda) and related plant-parasitic nematodes from North American ecoregions
Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570.
The number of alternating sign matrices of size n for n = 1 to 20.
<p>A file used for the "Working with files" chapter of the Python for Mathematics book.</p>
Data for: Unraveling the influence of essential climatic factors on the number of tones through an extensive database of languages in China
Open the record for dataset details and reuse information.
Replication package for: "Measuring the Total Number of US Job Seekers"
<p>Replication package for: Braun, C. “Measuring the Total Number of US Job Seekers”, Economic Journal</p>
Scripts and data from the study 'Characterisation of magnetic atomic and molecular beamlines for the extraction of empirical scattering-matrices' (PCCP manuscript number CP-ART-04-2024-001785)
<p>This repository contains the data used for the article "Characterisation of magnetic atomic and molecular beamlines for the extraction of empirical scattering-matrices" and includes the code for generating the figures in the publication.</p>
Supplementary file 1; The number, name, location, coordinates, and habitat type of each camp is described. Also included here is the quadrant assigned to the camp and the number of times it was surveyed
Open the record for dataset details and reuse information.
Development of species known from each of Maranhão's river basins. Numbers of species from the original CLOFFBR-MA in blue, additions from the present update in red. in CLOFFBR-MA - update 1 - supplement to Checklist of the freshwater fishes of Maranhão, Brazil.
Development of species known from each of Maranhão's river basins. Numbers of species from the original CLOFFBR-MA in blue, additions from the present update in red.
Number adaptation: reply
Open the record for dataset details and reuse information.
Solutal convection in 3D porous media - Horizontal and vertical concentration distributions over time at Rayleigh number 10000.
<p>Solutal convection in 3D porous media - Horizontal and vertical concentration distributions over time at Rayleigh number 10000. </p> <p> </p>
Data for manuscript : Effect of spatial training on space-number mapping: A situated cognition account
<p><span>From an embodied perspective of cognition, sensorimotor mechanisms play a crucial role in abstract processing, such as the understanding of Arabic numerals. For instance, spatial cognition can influence number processing. These </span><span>spatial–numerical</span><span> associations (SNAs) have been thoroughly investigated since the pioneering </span><span>spatial–numerical association of response codes (SNARC) effect</span><span>, which demonstrates faster left/right responses to small/large numbers, respectively. While there </span><span>has been</span><span> no systematic assessment of SNAs on other planes in three-dimensional space in the literature, recent primary </span><span>evidence has</span><span> revealed that SNAs along </span><span>the transverse and sagittal planes </span><span>are</span><span> mutually exclusive </span><span>with respect</span><span> </span><span>to the required spatial reference frames used by the participant.</span><strong><span> </span></strong><span>Specifically, under </span><span>egocentric</span><span> spatial reference frames</span><span>,</span><span> SNAs have been observed only along the sagittal plane, </span><span>whereas</span><span> under</span><span> allocentric reference </span><span>frames, </span><span>the </span><span>reverse</span><span> pattern has been observed</span><span>,</span><span> with SNAs present exclusively along the transverse plane of the body. Given </span><span>this</span><span> empirical </span><span>evidence</span><span>, we have hypothesized that the subject's ability to switch spatial reference frames to match that of another person could significantly </span><span>influence</span><span> the occurrence of SNAs according to the processed plane. Therefore, this study has two aims. The first is to replicate </span><span>previous</span><span> seminal findings. The second is to investigate how referential </span><span>frame</span><span> switching (RFS) training can affect this organization. </span><span>While the results of</span><span> the two experiments reveal a general replication, more importantly, we find that RFS training enables </span><span>the development of</span><span> new situated cognition strategies </span><span>from</span><span> egocentric perspectives and </span><span>the generalization of</span><span> transverse SNAs to other spatial planes </span><span>from</span><span> allocentric perspectives.</span></p>
Plasma metabolomic signatures for copy number variants and COVID-19 risk loci in Northern Finland Populations
<p>A MySQL database for metabolomic signatures for The Northern Finland Birth Cohorts, <strong>NFBC1966 </strong>and <strong>NFBC1986</strong>, a longitudinal research program based at the Medical Faculty, University of Oulu, Finland. This dataset is a supplement to the manuscript titlted "Plasma metabolomic signatures for copy number variants and COVID-19 risk loci in Northern Finland Populations"</p>
Data for "DanceQ: High-performance library for number conserving bases" [arXiv:2407.14591]
<p>Data set and python code to create all figures of the publication</p> <p>DanceQ: High-performance library for number conserving bases<br>Robin Schäfer, David J. Luitz</p> <div>arXiv:2407.14591</div> <div>https://arxiv.org/abs/2407.14591</div>
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.