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.
4,010
datasets available to search
ShareScore release 0.9.0
Dataset results
4,010 results for “STABILITY”
Relationship between Bone Stability and Egg Production in Genetically Divergent Chicken Layer Lines
<p>Physiological parameters of chicken</p> <p>Feed consumption</p> <p>Egg production</p> <p>Bone stability</p> <p>Egg/Eggshell weight</p> <p>Egg quality</p>
Data and code related to the manuscript "Perceptual stability reflected in neuronal pattern similarities in human visual cortex" (Broday-Dvir et al.)
<p>This data set contains intracranial EEG data, analysis code and results associated with the manuscript "<strong>Perceptual stability reflected in neuronal pattern similarities in human visual cortex". </strong></p> <p>The code is written in Matlab R2019b. Matlab's Signal Processing Toolbox is required. </p> <p>Files ending with ".mat" are the data files, ".m" files are the associated scripts.</p> <p>Additional open-source toolboxes required to run the codes:</p> <ul> <li><strong>Mass Univariate ERP Toolbox</strong> (<a href="https://openwetware.org/wiki/Mass_Univariate_ERP_Toolbox">https://openwetware.org/wiki/Mass_Univariate_ERP_Toolbox</a>), version: "dmgroppe-Mass_Univariate_ERP_Toolbox-d1e60d4". D. M. Groppe, T. P. Urbach, M. Kutas, Mass univariate analysis of event-related brain potentials/fields I: A critical tutorial review. <em>Psychophysiology</em>. <strong>48</strong>, 1711–1725 (2011).</li> <li><strong>DRtoolbox </strong>(https://lvdmaaten.github.io/drtoolbox/), version: 0.8.1b. L.J.P. van der Maaten, E.O. Postma, and H.J. van den Herik. <strong>Dimensionality Reduction: A Comparative Review</strong>. Tilburg University Technical Report, TiCC-TR 2009-005, 2009.</li> </ul> <p> </p>
FIG. 3 in Immediate skin-to-skin contact for low birth weight infants is safe in terms of cardiorespiratory stability in limited-resource settings.
FIG. 3. Map of home ranges using 95% kernel density estimates (KDE-href) for radio-tracked turtles at the study site in the Ten Thousand Islands National Wildlife Refuge and Rookery Bay National Estuarine Research Reserve, Florida, USA.
FIG. 1. Study site for the 2016–2017 in Immediate skin-to-skin contact for low birth weight infants is safe in terms of cardiorespiratory stability in limited-resource settings.
FIG. 1. Study site for the 2016–2017 Terrapene bauri home range assessment located in southwestern Florida within the Ten Thousand Island National Wildlife Refuge (TTINWR) and Rookery Bay National Estuarine Research Reserve (RBNERR), Collier County, Florida, USA. TTINWR boundaries are delineated in green and RBNERR are delineated in blue.
FIG. 2 in Immediate skin-to-skin contact for low birth weight infants is safe in terms of cardiorespiratory stability in limited-resource settings.
FIG. 2. Map of home ranges using 100% minimum convex polygons (MCP) for radio-tracked turtles at the study site in the Ten Thousand Islands National Wildlife Refuge and Rookery Bay National Estuarine Research Reserve, Florida, USA.
PALM v21.10 self-nested LES for three stability conditions
<p>The data set contains PALM input files required to reproduce nested simulations for the wind speed of 12.5 m/s at the reference height of 119 m. The files are provided for three stability conditions: neutral, convective and stable.</p> <p>Sample output files are provided for the comparison together with the plotting scripts. The archives should be unpacked into the same directory as the scripts. Run Jupyter Notebook main.ipynb for plotting.</p> <p>The PALM Model System is freely available at <a href="https://palm.muk.uni-hannover.de">https://palm.muk.uni-hannover.de</a>.</p> <p>The files were prepared for PALM Model System v21.10 available at <a href="https://gitlab.palm-model.org/releases/palm_model_system/-/releases/v21.10">https://gitlab.palm-model.org/releases/palm_model_system/-/releases/v21.10</a>. A copy of the source code is provided with this data set as <strong>palm_model_system-v21.10.tar.gz</strong> and is distributed under <a href="http://www.gnu.org/copyleft/gpl.html">GNU GPL v3</a>.</p> <p> </p> <p>The plots require <a href="https://www.fabiocrameri.ch/colourmaps/">Scientific Color Map</a> and <a href="https://seaborn.pydata.org/index.html">Seaborn</a> Python libraries.</p>
ATM-ESCO2-SMC3 axis promotes 53BP1 recruitment in response to DNA damage and safeguards genome integrity by stabilizing cohesin complex
<p>53BP1 is primarily known as a key regulator in DNA double-strand break (DSB) repair. However, the mechanism of DSB-triggered cohesin modification-modulated chromatin structure on the recruitment of 53BP1 remains largely elusive. Here we identified acetyltransferase ESCO2 as a regulator for DSB-induced cohesin-dependent chromatin structure dynamics, which promotes 53BP1 recruitment. Mechanistically, in response to DNA damage, ATM phosphorylates ESCO2 S196 and T233. MDC1 recognizes phosphorylated ESCO2 and recruits ESCO2 to DSB sites. ESCO2-mediated acetylation of SMC3 stabilizes cohesin complex conformation and regulates the chromatin structure at DSB breaks, which is essential for the recruitment of 53BP1 and the formation of 53BP1 microdomains. Furthermore, depletion of ESCO2 in both colorectal cancer cells and xenografted nude mice sensitizes cancer cells to chemotherapeutic drugs. Collectively, our results reveal a molecular mechanism for the ATM-ESCO2-SMC3 axis in DSB repair and genome integrity maintenance with a vital role in chemotherapy response in colorectal cancer.</p>
Biomass temporal stability increases at two spatial scales during secondary succession
<p>Ecological stability has long been considered to change over succession, but how secondary succession influences the relationship between diversity and temporal stability of biomass production at different spatial scales is poorly understood.</p> <p>We studied changes in plant diversity, functional temporal stability (biomass production) and compositional temporal stability (the latter two are hereafter referred to as functional stability and compositional stability) and explored the stabilizing roles of plant diversity at two spatial scales (small plots of 0.25 m2 area and large transects of 1.25 m2 area) during secondary succession in a subalpine meadow from 2003-2010.</p> <p>Our results showed that both plant diversity and functional and compositional stability increased at the small plot scale and large transect scale during secondary succession. As secondary succession proceeded, higher average alpha diversity (i.e., species diversity at the plot scale) led to higher functional and compositional stability at the plot scale by mainly species stability, predominantly contributing to higher functional and compositional stability at the large transect scale. In addition, Simpson-based beta diversity (i.e., compositional dissimilarity among communities within the same transect), while unaffected by succession, contributed to functional stability at the large transect scale by promoting asynchronous dynamics among communities.</p> <p><strong>Synthesis: </strong>Our study highlights the stabilizing effects of plant diversity across the two spatial scales during secondary succession. Our findings provide the first empirical evidence that biodiversity-mediated effects on ecosystem temporal stability strengthen over successional time, suggesting that the stabilizing effects of biodiversity should be considered across spatial and temporal scales in the face of global changes and biodiversity loss.</p>
MESA inlists for "Coping with loss: Stability of mass transfer from post-main-sequence donor stars"
<p>Binary model inlists for MESA, as used for the paper <a href="https://ui.adsabs.harvard.edu/abs/2023A%26A...669A..45T/abstract">Coping with loss: Stability of mass transfer from post-main-sequence donor stars</a> . The inlists provided here are pared-down, minimal working examples of the ones used in the publication. Due to the nature of the calculations, it was often needed to fine-tune inlists for specific systems by hand. For example, AGB models typically required the additional setting of <em>use_gold_tolerances = .false.</em></p> <p>These binary calculations start from a previously-evolved single star model for the donor stars. These can be found in the compressed folder titled "sstar_models_CWL.tar.xz". Please note that several parameters in the inlists will need to be adjusted accordingly, such as the configuration (initial orbit; mass ratio) of the binaries.</p> <p> </p> <p><strong>NOTE:</strong> to ensure that the mass-transfer calculation is fully conservative, add the following line to the <em>binary_controls</em> namelist in the <em>inlist_project</em> file:</p> <blockquote> <p>use_radiation_corrected_transfer_rate = .false.</p> </blockquote> <p>Further advice, code and/or files are available upon reasonable request to the authors (<a href="mailto:Karel.Temmink@ru.nl">contact: Karel Temmink</a>).</p>
Stability of Nucleic Acid Bases in Concentrated Sulfuric Acid: Implications for the Habitability of Venus' Clouds
<p><strong>Supplementary datasets for the article accepted in PNAS entitled: </strong>Stability of Nucleic Acid Bases in Concentrated Sulfuric Acid: Implications for the Habitability of Venus’ Clouds.</p> <p>Dataset S1. Dataset S1 contains original UV-Vis data. </p> <p>The folder “UV-VIS_plots-data-code-tables DATASET S1.zip” contains the original UV-Vis data</p> <p>Dataset S2. Dataset S2 contains original NMR data. </p> <p>The folder “ORIGINAL NMR DATA_DATASET S2.zip” contains the original NMR data.<br> </p>
Functional traits trade-offs define plant population stability worldwide
<p>Metrics (aggregated data) used in "Functional traits trade-offs define plant population stability worldwide" by Conti et al. For access to the datasets in full please refer to<a href="https://lotvs.csic.es/"> https://lotvs.csic.es/</a></p> <p>The new version of the dataset includes phylogenetic axes used in the final version of the manuscript published in Proceedings B. Conti et al. 2023 "Functional traits trade-offs define plant population stability across different biomes" DOI: 10.1098/rspb.2023.0344</p>
Data from: Influence of abiotic and biotic factors on benthic marine community composition, structure and stability: a multidisciplinary approach to molluscan assemblages from the Miocene of northern Germany
<p><span>The Miocene mica-clay deposits of Groß Pampau (northern Germany) are well known for their diverse assemblages of marine mammals, particularly whales. Despite numerous systematic and biostratigraphic studies, an in-depth palaeoecological analysis of its diverse molluscan assemblages and a comprehensive palaeoenvironmental reconstruction are lacking. Here, we integrated new faunal, sedimentological, and geochemical data to reconstruct the marine palaeo-ecosystem of the late Miocene sedimentary succession of Groß Pampau, and to identify the drivers controlling the composition, ecological structure and temporal dynamics of its macrobenthic molluscan assemblages. Fossil evidence, coupled with analyses of clay mineral composition, grain size distribution, and geochemical data (total organic carbon, total nitrogen, δ<sup>13</sup>C, δ<sup>18</sup>O, δ<sup>15</sup>N of sediment and shells), suggest a warm-temperate, mesotrophic, low-energy, offshore marine setting mostly below storm wave base and a pronounced surface-to-bottom water temperature gradient. Low variability in sedimentological and geochemical signals indicates generally stable physico-chemical conditions, whereas occurrences of opportunistic species (<em>Varicorbula</em> <em>gibba</em>) point at </span><span>occasionally less favourable bottom conditions, possibly related to transient hypoxia</span><span>. Canonical correspondence analysis reveals that the distribution of molluscan assemblages correlates with total organic carbon and nitrogen content, suggesting organic matter availability at the seafloor as a controlling factor. A pattern of repetitive punctuated stasis of molluscan assemblages is defined by the temporal persistence in taxonomic and ecological composition, occasionally interrupted by shifts to a different faunal configuration. We suggest that both stable environmental conditions and biotic interactions, i.e. the top-down control exerted by carnivorous gastropods and environmental modification by ubiquitous burrowing deposit feeders, probably contributed to the observed temporal stability. Whereas comparison with Miocene molluscan assemblages of Gram, Denmark, revealed differences in the presence and relative abundance of genera, functional congruence indicates that offshore benthic ecosystems of the southern North Sea Basin functioned similarly.</span></p>
Dateset: Adsorption and thermal stability of dissolved organic matter on Ca- and Mg-exchanged montmorillonite: Implications for persistence in soils and sediments
<p>Here is the dataset used for the paper "Adsorption and thermal stability of dissolved organic matter on Ca- and Mg-exchanged montmorillonite: Implications for persistence in soils and sediments". </p><p> </p><p><a href="https://doi.org/10.1016/j.chemgeo.2023.121813">https://doi.org/10.1016/j.chemgeo.2023.121813</a></p>
Nanoscaled LiMn2O4 for Extended Cycling Stability in the 3 V Plateau
<p>Dataser for article "Nanoscaled LiMn2O4 for Extended Cycling Stability in the 3 V Plateau" in ACS Appl. Mater. Interfaces 2022.</p> <p>The data includes:</p> <p>-XRD and Raman patters of the films (Fig. 1)<br> -Positron Annhiliation Lifetime Spectroscopy data - average positron lifetime and its deconvolution in four components (Fig. 2)<br> -Cyclic voltammograms transitioning from the 4 V plateau to the 3 V plateau at the beginning and at the end of the experiments (Fig. 3)<br> -Charge-discharge profiles in the normal and extended range, capacity vs- C-rate and long-term normalized capacity (Fig. 4)<br> - Operando Spectroscopic Ellipsometry - Including operando cyclic voltammetry and the corresponding ellipsometry data and charge-discharge profile with its corresponding ellipsometric data</p>
Sluggish basal mantle structures support their long-lived stability
<p>Dataset and script for "Sluggish basal mantle structures support their long-lived stability"</p>
Initial and final MD simulation coordinates for "Multidisciplinary studies with mutated HIV-1 capsid proteins reveal structural mechanisms of lattice stabilization"
<p>Initial and final coordinates for all MD simulations performed for the manuscript: "Multidisciplinary studies with mutated HIV-1 capsid proteins reveal structural mechanisms of lattice stabilization."</p> <p>File uploaded is a ZIP folder, containing sub-folders for each capsid construct (wild type and mutants). Additionally, a README file is given in the top-level folder, which contains a description of the file contents.</p>
Data from: Drivers of plant community (in)stability along a sea-inland gradient
<div> <div> <p><span>Global change pressures are highlighting the need to better understand the mechanisms driving the temporal stability of natural communities </span><span>under </span><span>different environmental conditions. There is </span><span>ample </span><span>evidence that species richness helps communities to withstand environmental fluctuations and stabilise over time</span><span>. However</span><span>, it is </span><span>still debated whether richness promotes </span><span>stability through the diversity of species functional traits, phylogenetic lineages, and ecological strategies in the community </span><span>or because of the likelihood of including stable species</span><span>. </span><span>Further, it is unclear</span><span> whether </span><span>the positive</span><span> effect </span><span>of diversity on stability is maintained in conditions</span><span> of strong environmental fluctuations (e.g. frequent disturbances and stress).</span><span> </span></p> </div> <div> <p><span>To address these questions, we analysed long-term monitoring data of 84 permanent plots in coastal dune plant communities distributed along a gradient of natural stress and disturbance, with communities closer to the sea subject to greater stress and more frequent disturbances. Specifically, we used structural equation models to disentangle the relative influence of the environmental gradient and the different diversity components (species richness, functional and phylogenetic diversity; SR, FD, and PD), as well as of the dominant ecological strategy (captured by species lifespan) on community stability, through their effect on two key stability mechanisms (population stability and species asynchrony).</span><span> </span></p> </div> </div> <div class="SCXW88064741 BCX0"> <div> <p><span>We found that the </span><span>sea-inland </span><span>environmental gradient was the main driver of stability mechanisms. Stress and disturbance decreased both population stability and species asynchrony, but also reduced species richness, which thus exerted a stabilising effect only on the communities in more favourable environmental conditions. </span><span> </span></p> </div> <div> <p><span>Surprisingly, </span><span>we did not find an effect of</span><span> FD and PD </span><span>on </span><span>community stability, neither directly nor via asynchrony. However, the dominance of perennial species mitigated the instability generated by stress and disturbance. Perennial species were on average more stable than annuals and displayed a wider range of species fluctuations, including compensatory dynamics among species (i.e. asynchrony). </span><span> </span></p> </div> <div class="ListContainerWrapper SCXW88064741 BCX0"> <p class="Paragraph SCXW88064741 BCX0"><strong><span>Synthesis:</span></strong><span> Overall, our results highlight the importance of accounting for the environmental context when examining mechanisms of community stability. Species richness remains a useful direct predictor of community stability. Species ecological strategies, like the acquisitive-conservative trade-off connected to lifespan, however, should also </span><span>be</span><span> routinely considered as drivers of both population stability and compensatory dynamics.</span></p> </div> </div>
Alves, W. F./Connectivity and climate influence diversity-stability relationships across spatial scales in European butterfly metacommunities
<p>First release of the codes in support of 'Connectivity and climate influence diversity-stability relationships across spatial scales in European butterfly metacommunities'</p>
Structure-based self-supervised learning enables ultrafast prediction of stability changes upon mutation at the protein universe scale
<p>Pythia computed all single mutations of <em>E.coli</em> proteome, high quality high quality of Swiss-Prot structures and thermophilic proteins used in analysis.</p>
A model study of ceria-Pt electrocatalysts: stability, redox properties and hydrogen intercalation
<p>experimental data for a manuscript</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.