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.
2,214
datasets available to search
ShareScore release 0.9.0
Dataset results
2,214 results for “Strength”
3-7-repetition-maximum weight and repetitions from strength exercise tests
<p>The dataset contains information about 3-7-repetition-maximum weight and number of repetitions, from 15 different strength exercises. Further, it contains general descriptives and anthropometric measures, for each of the healthy 28 subjects. </p>
Processed RNA expression count data from Groen et al.: The strength and pattern of natural selection on rice gene expression
<p>We assessed transcriptome variation in populations of 216 accessions of rice, <em>Oryza sativa</em>, which represented all major varietal groups including indica and japonica. During the 2016 Philippines dry season the accessions were planted in triplicate (with two accessions planted in triplicate three times as replicated checks) in identical alpha-lattice layouts of 660 plots in two fields: a continuously wet paddy, and a field where plants were exposed to intermittent drought in the vegetative and reproductive stages. We measured transcript levels in leaf blades of 50-day-old plants at 33 days after seedling transplant, and 17 days after withholding water in the dry field, using a liquid automation-based 3’ mRNA-seq quantification approach. Samples were multiplexed in batches of 96 per library. Raw sequencing data are available at the SRA in BioProject accession number PRJNA588478. A key to the raw sequencing data in this BioProject can be found in the metadata of the processed RNA expression count data here.</p>
Figure 7. Digitized X in A study on European anchovy (Engraulis encrasicolus) swimbladder with some considerations on conventionally used target strength
Figure 7. Digitized X-ray image showing individuals having suitable or damaged/deflated swimbladder for image analyses.
Unravelling the Dependence of Aptamer–Target Binding Orientation and Strength on Nucleotide Modification Size, Position, and Number: A Computational Case Study of TBA
<p>Data deposition for "Unravelling the Dependence of Aptamer–Target Binding Orientation and Strength on Nucleotide Modification Size, Position, and Number: A Computational Case Study of TBA" published in Nucleic Acids Research. Data includes custom paramaterized nucleobase residues for use in AMBER molecular dyanmics simulations. Initial structures and setup code along with starting structures for generation of simulations in AMBER (pmemd.cuda). A in-house "MD-Generator" script to create nessessary files with our select simulation settings. Lastly, also included are CPPTRAJ analysis commands and scripts with visualizion scripts for use in Pymol 2.5 and above. </p>
Data supporting publication: Continuous spectral and coupling-strength encoding with dual-gradient metasurfaces
<p>Dataset for "Continuous spectral and coupling-strength encoding with dual-gradient metasurfaces" Figure 1 to Figure 5.</p>
Fatigue life of S960 high strength steel with laser cladded functional surface layers
<p>This dataset to paper: Fatigue life of S960 high strength steel with laser cladded functional surface layers, which includes mainly raw data for S-N curves.</p>
Supplementary materials accompanying "Baring the bones: the lexico-semantic association of bone with strength in Melanesia and the study of colexification"
<p>Supplementary materials accompanying "Baring the bones: the lexico-semantic association of bone with strength in Melanesia and the study of colexification". Two appendices. Appendix I: Melanesian languages with associations of ‘bone’ with strength. Appendix II: Colexifications of ‘bone’ in databases.</p>
Figure 2 in Comparative bite forces and canine bending strength in feline and sabretooth felids: implications for predatory ecology
Figure 2. Scatter plot figures of Log10 body mass (BM in kg) plotted against (A) Log10 bite force (in N) at the canines and (B) Log10 bite force (N) at the carnassial paracone. Symbols:, extant felids; O, Homotherium (crenatidens, latidens, serum); –, Machairodus aphanistus; +, Machairodus giganteus; O, Megantereon (cultridens, sp.); Z, Smilodon fatalis;
Figure 1 in Comparative bite forces and canine bending strength in feline and sabretooth felids: implications for predatory ecology
Figure 1. Skulls of sabrecat Smilodon populator in (A) lateral, (C) ventral, and (E) posterodorsal views, and of lion (Panthera leo) in (B) lateral, (D) ventral, and (F) posterodorsal views, to scale. Shaded areas in (C) and (D) represent the reconstructed cross-sectional area of the masseter–pterygoideus muscle groups, and in (E) and (F) represent the temporalis. The resultant force vector of the masseter–pterygoideus (M) acts through the centroid (white circle in C and D) with an inlever moment arm Im about the temporomandibular joint, and the resultant force vector of the temporalis (T) acts through the centroid (black circle in A and B, white circle in E and F) with an inlever moment arm (It) about the temporomandibular joint.
Figure 3 in Comparative bite forces and canine bending strength in feline and sabretooth felids: implications for predatory ecology
Figure 3. Scatter plots of (A) Log10 body mass (BM in kg) to Log10 canine strength for bending about the lateromedial plane [extant felids: n = 11; Log10(SAP) = −0.850 ± 0.202 + Log10(BM) 0.944 ± 0.125; r = 0.985; F = 289.132; P << 0.001]; (B) Log10 BM (kg) to Log10 canine strength for bending about the anteroposterior plane [Log10(SLM) = −0.750 ± 0.155 + Log10(BM) 0.958 ± 0.096; r = 0.991; F = 503.168; P << 0.001]; (C) Log10 bite force at canine (BF in N) to Log10 canine strength for bending about the lateromedial plane [Log10(SAP) = −2.659 ± 0.756 + Log10(BF) 1.245 ± 0.156; r = 0.987; F = 327.704; P << 0.001]; (D) Log10 BF at canine (N) to Log10 canine strength for bending about the anteroposterior plane [Log10(SLM) = −2.579 ± 0.340 + Log10(BF) 1.260 ± 0.128; r = 0.991; F = 495.725; P << 0.001]. Symbols: Δ, Metailurus major; v, Metailurus parvulus. Other symbols are the same as in Figure 2.
IODP Expedition 350 Vane shear strength (AVS)
<p>Shear strength was measured on section halves using a GEISA automated vane shear (AVS) frame and device controller. The device is suitable for sediment not affected by cementation (i.e., saturated, clay-rich, soft sediment). Shear strength measurements should be considered only approximate, particularly because the influence of pore pressure changes during the undrained experiment cannot be estimated. Report includes vane shear strength at the sample's failure point, maximum torque angle, penetration direction, and rate of vane rotation.</p>
Estimating interaction strengths for diverse horizontal systems using performance data
<p>1. Network theory allows us to understand complex systems by evaluating how their constituent elements interact with one another. Such networks are built from matrices that describe the effect of each element on all others. Quantifying the strength of these interactions from empirical data can be difficult, however, because the number of potential interactions increases non-linearly as more elements are included in the system, and not all interactions may be empirically observable when some elements are rare.</p> <p>2. We present a novel modelling framework that uses measures of species performance in the presence of varying densities of their potential interaction partners to estimate the strength of pairwise interactions in diverse horizontal systems.</p> <p>3. Our method allows us to directly estimate pairwise effects when they are statistically identifiable and to approximate pairwise effects when they would otherwise be statistically unidentifiable. The resulting interaction matrices can include positive and negative effects, the effect of a species on itself, and allows for non-symmetrical interactions.</p> <p>4. We show how to link the parameters inferred by our framework to a population dynamics model to make inferences about the effect of interactions on community dynamics and diversity.</p> <p>5. The advantages of these features are illustrated with a case study on an annual wildflower community of 22 focal and 52 neighbouring species, and a discussion of potential applications of this framework extending well beyond plant community ecology.</p>
Sentences with negative actors: negative strength quantified
<p>Files: data1.xml,data3.xml,data3.xml (3 annotators) - XML validiert</p> <p>- 439 sentences <br> - target: a negative cause (an actor etc.) represented by the Lemma<br> - id: sentence number<br> - string: the plain sentence<br> - strength: negativity strength of the target<br> - labels 0-3<br> - 0 no negative entity found (or parsing error)<br> - 1 slightly negative, 2 negative, 3 stronly negative<br> <br> - 115 out of 439 sentences with tag 0: i.e. sentences do not contain a negative actor<br> - different reasons (see the paper below): modal, future tense etc. but also parsing errors</p> <p><br> Data source: Facebook posts of the AfD, a German right-wing party</p> <p>Examples:</p> <p>no actor here: passive voice<br> <sent><id>1</id><target>Junge</target><strength>0</strength><string>"Verletzt wurde auch ein 11-jähriger Junge . "</string></sent><br> stronly negative:<br> <sent><id>411</id><target>Euro</target><strength>3</strength><string>"Der Euro ruiniert Europa . "</string></sent><br> negative:<br> <sent><id>214</id><target>Merkel</target><strength>2</strength><string>"Merkel verantwortet zusätzliche 50 Milliarden Sozialkosten bis 2018 . "</string></sent><br> slightly negative:<br> <sent><id>154</id><target>Meuthen</target><strength>1</strength><string>"Meuthen schadet der Partei . "</string></sent></p> <p>References:</p> <p>@inproceedings{nodalida,<br> month = {Juni},<br> author = {Manfred Klenner and Anne G{\"o}hring and Sophia Conrad},<br> booktitle = {Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa)},<br> address = {Reykjavik, Iceland},<br> title = {Getting Hold of Villains and other Rogues},<br> publisher = {Virtual Event},<br> pages = {435--439},<br> year = {2021},<br> language = {english},<br> url = {https://doi.org/10.5167/uzh-204265},<br> abstract = {In this paper, we introduce the first corpus specifying negative entities within sentences. We discuss indicators for their presence, namely particular verbs, but also the linguistic conditions when their prediction should be suppressed. We further show that a fine-tuned Bert-based baseline model outperforms an over-generating rule-based approach which is not aware of these further restrictions. If a perfect filter were applied, both would be on par.}<br> }<br> </p>
Environmental context and herbivore traits mediate the strength of associational effects in a meta-analysis of crop diversity
<p>1. Crop diversification offers a promising solution to meet expanding global food demands while maintaining ecosystem services. Diversification strategies that employ mixed planting to reduce pest damage (e.g., intercropping), termed "associational effects" (AE) in the ecological literature, can decrease (associational resistance) or increase (associational susceptibility) herbivore abundance on a focal plant. While application of AE to agroecosystems typically reduces pest abundance, the range of outcomes varies widely.</p> <p>2. We conducted a meta-analysis using 272 estimates of insect herbivore abundance on crops neighbored by a conspecific or heterospecific from 44 studies undertaken on six continents. We focus on four agricultural crops well-represented from sites across the globe to test hypotheses related to understanding how herbivore traits (diet breadth, feeding guild, origin), plant traits (crop type, phylogenetic distance to neighbor), and environmental context (climate, experimental design) contribute to variation in the outcomes of associational effects.</p> <p>3. Overall, bicultures provided a strong reduction of insect abundance on the focal crop. Climate and interactions between herbivore traits, particularly diet breadth and origin, and plant traits or environmental context mediated the strength of associational effects.</p> <p>4. Bicultures provided the strongest reductions in insect abundance at low latitudes and this effect decreased at higher latitudes, but only for insects with certain traits. Abundance of generalist herbivores and globally distributed pests tended to be most strongly negatively affected by bicultures, under certain contexts, whereas specialist herbivores and native pests were less affected by neighbors.</p> <p>5. Synthesis and application. This meta-analysis highlights that variability in AE is determined in part by the interactive effects of herbivore traits and environmental context and provides guidance for incorporating beneficial ecological interactions into integrated pest management strategies.</p>
Effects of Charring on Squash (Cucurbita L ) Seed Morphology and Compression Strength: Implications for Paleoethnobotany Metric Data
<p>Metric data resulting from a series of charring experiments on seeds from three species of squash: <em>Cucurbita pepo</em>, <em>Cucurbita moschata</em>, and <em>Cucurbita maxima</em>.</p>
IODP Expedition 385 Vane shear strength (Torvane)
<p>Sediment strength was measured on section halves using a Humbolt Manufacturing Torvane handheld instrument. The Torvane is suitable for sediment not affected by cementation (i.e., saturated, clay-rich, soft sediment).</p>
IODP Expedition 385 Compressional strength (penetrometer)
<p>Compressional strength was measured on section halves using a Humbolt Manufacturing Pocket Penetrometer. The penetrometer is only suitable for sediment not affected by cementation (i.e., saturated, clay-rich, soft sediment). Shear strength can be calculated from the measured compressional strength. Compressional strength measurements should be considered only approximate, particularly because the influence of pore pressure changes during the undrained experiment cannot be estimated. Report includes compressional strength results, penetration direction, and adapter foot information.</p>
Strengths and Difficulties Questionnaire – Teacher / Cuestionario de Capacidades y Dificultades - Profesorado // SDQ-T_Data_IC_T6-Post
<p>Answers given by parents of children in the sixth grade of Primary Education to the 25 items of the Strengths and Difficulties Questionnaire (Teachers) by Goodman (1997). Data collected in public schools in Castellón (Spain) in the spring of the school year 2015-16. The calculation of the 5 Factors is included: Emotional symptoms, Conduct problems, Hyperactivity – inattention, Peer problems and Prosocial behavior. To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a>.</p> <p> </p> <p>Respuestas que los padres de los niños/as de sexto curso de Educación Primaria dan a los 25 ítems del Cuestionario de Capacidades y Dificultades (Profesorado) de Goodman (1997). Datos recogidos en centros públicos de Castellón (España) en primavera del curso escolar 2015-16. Se incluye el cálculo de los 5 Factores: Síntomas emocionales, Problemas de conducta, Hiperactividad, Problemas con los compañeros y Conducta prosocial. Para saber más sobre nuestra investigación y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>
Strengths and Difficulties Questionnaire – Teacher / Cuestionario de Capacidades y Dificultades - Profesorado // SDQ-T_Data_IC_T4-Post
<p>Answers given by parents of children in the fourth grade of Primary Education to the 25 items of the Strengths and Difficulties Questionnaire (Teachers) by Goodman (1997). Data collected in public schools in Castellón (Spain) in the spring of the school year 2013-14. The calculation of the 5 Factors is included: Emotional symptoms, Conduct problems, Hyperactivity – inattention, Peer problems and Prosocial behavior. To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a>.</p> <p> </p> <p>Respuestas que los padres de los niños/as de cuarto curso de Educación Primaria dan a los 25 ítems del Cuestionario de Capacidades y Dificultades (Profesorado) de Goodman (1997). Datos recogidos en centros públicos de Castellón (España) en primavera del curso escolar 2013-14. Se incluye el cálculo de los 5 Factores: Síntomas emocionales, Problemas de conducta, Hiperactividad, Problemas con los compañeros y Conducta prosocial. Para saber más sobre nuestra investigación y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</p>
Strengths and Difficulties Questionnaire – Teacher / Cuestionario de Capacidades y Dificultades - Profesorado // SDQ-T_Data_CC-CS_T6-Post
<p>Answers given by parents of children in the sixth grade of Primary Education to the 25 items of the Strengths and Difficulties Questionnaire (Teachers) by Goodman (1997). Data collected in public schools in Castellón and Seville (Spain) in the spring of the school year 2014-15. The calculation of the 5 Factors is included: Emotional symptoms, Conduct problems, Hyperactivity – inattention, Peer problems and Prosocial behavior. To learn more about our research and access to other datasets of this or other measures, follow the link <a href="https://www.uji.es/departaments/psi/base/opengrei/">GREI Longitudinal Project</a>.</p> <p> </p> <p>Respuestas que los padres de los niños/as de sexto curso de Educación Primaria dan a los 25 ítems del Cuestionario de Capacidades y Dificultades (Profesorado) de Goodman (1997). Datos recogidos en centros públicos de Castellón y Sevilla (España) en primavera del curso escolar 2014-15. Se incluye el cálculo de los 5 Factores: Síntomas emocionales, Problemas de conducta, Hiperactividad, Problemas con los compañeros y Conducta prosocial. Para saber más sobre nuestra investigación y acceder a otros ficheros de datos de esta medida o de otras, siga el enlace <a href="https://www.uji.es/departaments/psi/base/opengrei/">Proyecto Longitudinal GREI</a>.</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.