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.
772
datasets available to search
ShareScore release 0.9.0
Dataset results
772 results for “fronts”
Data from wind-forced simulation of a salinity front
<p>This upload has data from a representative snapshot of a wind-forced simulation of a shallow salinity front, representative of conditions in the Bay of Bengal.</p> <p>1. You will need to use 'gunzip' followed by 'tar -xvf' to extract the zipped and tarred archive.</p> <p>2. The uncompressed archive has three files, one containing the basic flow variables (three components of velocity, temperature, salinity, etc.), and one containing the vertical coordinates of the cell faces/centers.</p>
Spermathecae touching in front and behind concave median part (f3) in An of Zelotibia (Araneae, Gnaphosidae), a spider genus with a species swarm in the Albertine Rift
Spermathecae touching in front and behind concave median part (f3)
Data supporting manuscript "Effect of cold front-induced waves along wetlands boundaries" submitted to JGR Oceans
<p>This directory contains simulation data used in the manuscript "Effect of cold front-induced waves along wetlands boundaries" submitted to jGR Oceans.</p> <p>1. Matlab codes for wind input generation</p> <p> (From NCEP Reanalysis data and NOAA weather station to Delft3D space-varying wind input)</p> <p>2. Wave Power Calculator </p> <p> (Wave number calculation by the dispersion relation Including <em>Newton</em>–<em>Raphson </em>codes, Shallow and Deep-water approximation availability check)</p> <p>Data are intended for the reviewers and may be updated until the review process is complete.</p>
Data set of labeled scenes in a barn in front of automatic milking system
<p>This data set includes supplementary files to our article \emph{"Deep learning image recognition of cow behavior near an automatic milking robot with an open data set"} (Leonardo Santiago Benitez Pereira, Olli Koskela, Ilpo Pölönen, Ilmo Aronen and Iivari Kunttu, in review, 2020). We acquired continuous video data over two-month period of cows in front of Automatic Milking Station (AMS). Each frame of the video is labeled as a single image belonging to one of classes described below.</p> <p>This data set includes 253 files of video data having in total \num{1526473} labeled frames. The data set used in the article consisted of 280 videos, but for privacy reasons, 27 video files including persons were removed from this data set, but their Java Script Object Notation (JSON) label files are left for, e.g., temporal analyses.</p>
Data from: Cropland connectivity affects genetic divergence of Colorado potato beetle along an invasion front
<p>The population genetic structure of invasive species can be strongly affected by environmental and landscape barriers to dispersal. Disentangling the relative contributions of these factors to genetic divergence among invading populations is a fundamental goal of landscape genetics with important implications for invasion management. Here, we relate patterns of genetic divergence in a global invasive agricultural pest, Colorado potato beetle (CPB; Leptinotarsa decemlineata), to environmental and landscape factors along an invasion front in Northwestern China. We first used microsatellite markers and spatial-temporal samples to assess broad patterns of genetic diversity as well as fine-scale changes in patterns of genetic divergence. We then distinguished the relative contributions of five factors to genetic divergence among front populations: geographic distance (isolation by distance), climate dissimilarity (isolation by environment), and least-cost distances (isolation by resistance) modelled with three factors: climate suitability, cropland cover, and road networks. Genetic diversity broadly decreased from West to East, with the exception being Eastern China. Low levels of genetic diversity and varying degrees of divergence were observed in Northwestern China, reflecting the potential effect of landscape heterogeneity. Least-cost distance across cropland cover was most positively correlated with genetic divergence, suggesting a role of croplands in facilitating gene flow. The contribution of climate to genetic divergence was secondary, whether modelled in terms of local adaptability or connectivity of the climatic landscape, suggesting that constraints to CPB gene flow imposed by a harsh climate may be ameliorated in agricultural landscapes. No evidence was found for an obvious effect of road networks on genetic divergence and population structuring. Our study provides an example of how agricultural landscape connectivity can facilitate the spread of invasive pests, even across a broad climatic gradient. More broadly, our findings can guide decisions about future land management for mitigating further spread.</p>
Pareto Fronts and metrics for the optimization design water distribution networks (Hanoi, Fossolo, Modena, and Balerma)
<p>Approximations to the Best-known PFs using NSGA-II retrofitted by OPUS for Hanoi, Fossolo, Modena, and Balerma, Approximations to the Best-known PFs using NSGA-II for Hanoi, Fossolo, Modena and Balerma, Hypervolume (HV) and Modified Inverted Generational Distance (IGD+) for Hanoi, Fossolo, Modena, and Balerma.</p> <ul> <li>Hanoi (30 simulations)</li> <li>Fossolo (30 simulations)</li> <li>Modena (1 simulation)</li> <li>Balerma (1 simulation)</li> </ul>
Jizo in front of Tennoji Temple:護国寺天王寺前の地蔵
The Jizo is located in front of Tennoji Temple in Yanaka, Taito-ku, Tokyo, Japan. 日本の東京都台東区谷中,天王寺前にあるお地蔵さんです。 https://goo.gl/maps/VU5K4WXrNq1kAf2k6 Made with [Scaniverse](https://scaniverse.com). Source: Objaverse 1.0 / Sketchfab
Carlos Prasenti´s Mansion (Front)
Upon once a time.... Front of the Mansion builded by Carlos Prasenti (XVII Century). A Bussinessman from Genova settled in the South of Spain. Sadly, only the fassade remains in a near-good state. The interior is mostly destroyed. This building, located at Hormaza Street, was used as mansion, school, even as a bakery. King José Bonaparte visited Chiclana in 1810 (French-Spanish War) and slept in this older small palace. Google map: https://goo.gl/maps/WjEJib1XJDAeT81r9 Quick photo session. Around 300 pictures. Canon 550D (Rebel T2I), stock lens (18-55 EFS) Source: Objaverse 1.0 / Sketchfab
Haussmannian front in 3D
# Architecture of Haussmania Here is a typical facade of Haussmanian! Is not photogrammetry but 3D modeling (on 3D coat) from an image! Sorry for the quality of the texture ... Source: Objaverse 1.0 / Sketchfab
Figures 1–7. - Scolioneuravaccinii. 1 Dorsal 2 Lateral 3 Antenna 4 Head front 5 Head dorsal 6 Hind tarsus 7 Sheath, lateral.
Figures 1–7. - Scolioneuravaccinii. 1 Dorsal 2 Lateral 3 Antenna 4 Head front 5 Head dorsal 6 Hind tarsus 7 Sheath, lateral.
Figures 17–20. - Neohemisphaeriusyangi Chen, Zhang & Chang, 2014. 17 Adult (male), in dorsal view 18 Adult (male), in lateral view 19 Head (male), in lateral view 20 Frons and clypeus (male), in front view.
Figures 17–20. - Neohemisphaeriusyangi Chen, Zhang & Chang, 2014. 17 Adult (male), in dorsal view 18 Adult (male), in lateral view 19 Head (male), in lateral view 20 Frons and clypeus (male), in front view.
Figures 1–6. - Neohemisphaeriusguangxiensis sp. n. 1 Adult (male), dorsal view 2 Adult (male), in lateral view 3 Frons and clypeus (male), in front view 4 Adult (female), in dorsal view 5 Adult (female), in lateral view 6 Frons and clypeus (female), in front view.
Figures 1–6. - Neohemisphaeriusguangxiensis sp. n. 1 Adult (male), dorsal view 2 Adult (male), in lateral view 3 Frons and clypeus (male), in front view 4 Adult (female), in dorsal view 5 Adult (female), in lateral view 6 Frons and clypeus (female), in front view.
Figures 13–16. - Neohemisphaeriuswugangensis Chen, Zhang & Chang, 2014. 13 Adult (male), in dorsal view 14 Adult (male), in lateral view 15 Head (male), in lateral view 16 Frons and clypeus (male), in front view.
Figures 13–16. - Neohemisphaeriuswugangensis Chen, Zhang & Chang, 2014. 13 Adult (male), in dorsal view 14 Adult (male), in lateral view 15 Head (male), in lateral view 16 Frons and clypeus (male), in front view.
Dataset for "Mesoscale Eddy-Induced Sharpening of Oceanic Tracer Front"
<p>Data of the tracer experiments and the associated diagnostics in the shallow water model for the ocean front study.</p><ul><li><strong>eforc.tar.gz</strong>: diagnosed eddy forcing fields for different tracers;</li><li><strong>exps_trs.tar.gz</strong>: solutions in offline tracer experiments on the coarse grid;</li><li><strong>forc_uvh.tar.gz</strong>: mass fluxes and layer thicknesses used to advect tracers;</li><li><strong>params.tar.gz</strong>: parameters used for tracer experiments</li></ul><p>Please contact Yueyang Lu via <strong>yueyang.lu@miami.edu</strong> if there are any questions.</p>
Split-beam echosounder data from keel-mounted EK60 during ARCTOS Polar Front 2021-05 cruise
<p><strong>PolarFront 2021-05 ship EK60</strong></p><p>Hydroacoustic data collected from 2021-05-14T10:43:37Z to 2021-05-21T08:18:33Z along the cruise transects from the three available frequencies installed on Helmer Hanssen (Simrad EK60, 18 kHz, 38 kHz and 120 kHz).</p><p>For further details, see <a href="https://doi.org/10.5281/zenodo.7384075">cruise report</a> section 5.2.</p>
3d Church Front
This is a Church front from Iowa City. It is the Danforth Chappel outside the IMU on the University of Iowa campus. Source: Objaverse 1.0 / Sketchfab
Sculpture in front of University of Warsaw
Sculpture in front of University of Warsaw Faces: 876,996 Vertices: 441,408 Made from 30 photos in Agisoft Photoscan Source: Objaverse 1.0 / Sketchfab
Data set for Earthquakes Trigger Rapid Flash Boiling Front at Optimal Geologic Conditions
<p>Data set for manuscript "Earthquakes Trigger Rapid Flash Boiling Front at Optimal Geologic Conditions" submitted to Geophysical Research Letters.</p>
GIS bestanden bij 'Vermist aan het front' (SYNTAR 19)
<p>GIS bestanden (.shp) met een inventaris van de vondstlocaties, opgemaakt binnen het kader van het project "Vermist aan het front. Archeologisch onderzoek naar vermiste militairen uit de Eerste Wereldoorlog", gepubliceerd als SYNTAR 19: <a href="https://doi.org/10.55465/SPMR5273">https://doi.org/10.55465/SPMR5273</a>.</p> <p><strong>Densiteit_Commonweath_doden_zonder_gekend_graf_1917.shp </strong></p> <p> Deze shapefile (grid van 750 x 750 meter) is een archeologische tool die een inschatting geeft in een verwachte hoge (1) of lage (0) densiteit aan Commonwealth vermisten uit de periode juni tot december 1917 , zonder er absolute aantallen aan te koppelen.</p> <p><strong>Knipperlichtkaart_Westhoek.shp</strong></p> <p> In de context van een archeologisch project kan deze GIS-laag als ‘knipperlicht’ dienen voor het genereren van aandacht met betrekking tot vermisten. De gradatie in de attributentabel (1 tot 11) geeft aan met hoeveel slagvelden en kleinere militaire acties het te voeren onderzoek rekening moet houden. Het is een aanduiding van het aantal ‘knipperlichten’ dat bij een archeologisch onderzoek zou moeten aangaan en geeft meteen een historische duiding hiervoor.</p> <p><strong>Locatie archeologische individuen.shp</strong></p> <p>Deze shapefile geeft de locatie van alle gesneuvelden die archeologisch werden opgegraven en onderwerp zijn van de studie in Deel 3 van het verslag. Per individu is de basisdata opgenomen in de attributentabel zodat deze gebruikt kan worden voor eventuele ruimtelijke analyses.</p>
Data from: Parasitic fish embryos do a 'front-flip' on the yolk to resist expulsion from the host
<p><span>Bitterlings are brood parasitic fish which complete their early development in the internal gill spaces of freshwater mussels. Bitterling embryos have wing-like yolk sac extensions that help prevent them from being expelled from the gills by the water flow</span><span>. The ability to resist expulsion may be helped by the consistent 'head-down' position that all embryos adopt in the gills</span><span>. The mechanism behind this positioning is unknown. We hypothesise here that it might lie in a process of unknown function, specific to bitterlings. That process is <em>blastokinesis</em> — the rotation of the embryo on the yolk ball before hatching</span><span>. </span>We used time-lapse imaging, histology, X-ray tomography, and expression profiling of the genes <em>fgf8a</em>,<em> krt8</em>,<em> msx3 </em>and <em>ctslb</em> by <em><span>in situ</span></em><span> hybridization in the </span>pre-hatching and hatching stages of the rosy bitterling (<em>Rhodeus ocellatus</em>). We find <span>that blastokinesis is a gastrulation process that has been ventralized by the shape of the yolk mass. Furthermore, we show that bitterlings, unlike other teleosts, hatch mechanically without hatching enzymes, and we provide evidence that this is mediated instead by the apical tubercles on the yolk sac extension. Finally, our data suggest that blastokinesis is functional, because it represents the mechanism behind the optimal, 'head-down' positioning of the embryo. Our study provides an example of how selection pressures can lead to a suite of dramatic and coordinated modifications of early development.</span></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.