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.
10,553
datasets available to search
ShareScore release 0.7.1
Dataset results
10,553 results for “measurements”
RTK-GPS measurements on 6 rock glaciers in the La Sal and Uinta Mountains, Utah between 2021 and 2023
<p>RTK-GPS surveying of points marked on the surfaces of 6 rock glaciers in the La Sal and Uinta Mountains, Utah</p> <p>All<span> </span>measurements made with a pair of Emlid Reach RS2 RTK-GPS receivers connected in FIX mode</p> <p>Comparison of the x/y coordinates for points in subsequent surveys reveals planimetric motion of the rock glacier</p> <p>Error on measurements in the z direction (vertical) is large enough that up/down changes in the rock glaicer surface cannot be quantified from these data alone</p>
Figure 4 in Two new species of megasporangiate Sigillariostrobus Schimper (Sigillariostrobaceae) fructifications from the British Coal Measures
Figure 4. Sigillariostrobus barkeri sp. nov. No. 1971.I28, Barker collection, Sheffield City Museum, from the shales above the Shafton Coal, Brierly Colliery, Yorkshire (top of the Similis-Pulchra Zone, Bolsovian, Moscovian). (a) The remains of the cone showing the arrangement of the megaspores (scale bar 10 mm). (b) Camera lucida drawing of the cone in (a) (scale bar 10 mm). (c) Macerated in situ megaspore assigned to Tuberculatisporites mamillarius (Bartlett) Potonié and Kremp (scale bar 500 µm). (d) Contact face of the in situ megaspore (scale bar 150 µm). (e) Apiculi on the distal surface of the in situ megaspore (scale bar 10 µm). Figure previously published by Thomas (1980).
Figure 3 in Two new species of megasporangiate Sigillariostrobus Schimper (Sigillariostrobaceae) fructifications from the British Coal Measures
Figure 3. Second cone of Sigillariostrobus saltwellensis sp. nov. Specimen Pb. 707, Hunterian Museum, Glasgow. (a) The cone (scale bar 20 mm). (b) Detail of the upper part of the cone (scale bar 5 mm). (c) Detail of the mid-region of the cone, showing the megasporophyll impressions at the edge of the cone, often without the cuticle preserved (scale bar 5 mm). (d) Detail of (c), showing the megasporophylls with fissile compression and scattered megaspores (scale bar 5 mm). (e) Detail of (d), showing details of megaspores within the cone (scale bar 2 mm). (f) Megaspore referable to Laevigatisporites glabratus macerated from the spore mass shown in (e) (scale bar 2000 µm).
Figure 1. Sigillariostrobus fructification with only a in Two new species of megasporangiate Sigillariostrobus Schimper (Sigillariostrobaceae) fructifications from the British Coal Measures
Figure 1. Sigillariostrobus fructification with only a few basal sporophylls (lower arrow), having shed most of its sporophylls exposing the upper part of the axis (upper arrow) as illustrated by Kidston (1897) (scale bar 50 mm). From the Kidston Collection at the British Geological Survey. Catalogue number: P686530. Reproduced with permission of the British Geological Survey ©NERC. All rights reserved.
Figure 2 in Two new species of megasporangiate Sigillariostrobus Schimper (Sigillariostrobaceae) fructifications from the British Coal Measures
Figure 2. Type specimen of Sigillariostrobus saltwellensis sp. nov. Specimen Pb. 53-C.203, Hunterian Museum, Glasgow. Alluvial coalbearing facies – upper Langsettian–Duckmantian. (a) Cone (scale bar 10 mm). (b) Detail of apical portion of the cone (scale bar 5 mm). (c) Detail of basal portion of the cone (scale bar 5 mm). (d) In situ glabrous megaspores (scale bar 2 mm). (e) Spore referable to Laevigatisporites glabratus macerated from the cone (scale bar 1000 µm).
Data from: Developing spatially explicit and stochastic measures of ecological departure
<p>Background: Ecological departure is a metric applied to mapped ecological systems measuring dissimilarity between the distributions of observed and expected proportions of non-stochastic reference vegetation classes within an area.</p> <p>Aims: We created spatially explicit measures of ecological departure incorporating stochasticity for each ecological system and all ecological systems from a central Nevada USA landscape.</p> <p>Methods: Spatially explicit ecological departures were estimated from a radius from each pixel governed by a distance-decay function within a moving window. Variability was introduced by simulating replicate climate time series for each spatial reference condition and calculating departure per replicate.</p> <p>Key results: Single system spatial ecological departure was highly and extensively departed, except for one area of low-elevation groundwater-dependent systems. Variance of spatial ecological departure was extensively low, except in areas of lower ecological departure, despite vegetation differences among replicates. The multiple-system ecological departure exhibited lower ecological departure.</p> <p>Conclusions: Spatial ecological departure was warranted for efficient land management as results were concordant between non-spatial and spatial metrics; however, rapid coding languages will be required.</p>
Physical Exercise Measurements with Accelerometer and Gyroscope
<p><span>The data represent records from an accelerometer and gyroscope during seven movement tasks that were standardized by a protocol. These tasks were performed consecutively, and each had to be completed as quickly as possible. Data are obtained from 81 children aged 9-11 years.</span></p> <p><span>Description of movement tasks (performed in following order):</span></p> <p><strong><span>4x10 m Run</span></strong><span>: The track is defined by two cones placed at a distance of 10 meters from each other. The cones must have a height of at least 20 cm. It is advisable to secure the cones to the floor with adhesive tape. It is also recommended to mark the correct placement of the cones on the floor with tape. After the start, an individual begins to run towards the opposite cone, circles it from the left, and continues back to the starting cone. This cone is circled from the right. The run continues back and forth with a touch of the opposite cone. On the final run, the individual must cross over the mark where they started and then accelerate, but more freely, to the start of the second section.</span></p> <p><strong><span>Crawling</span></strong><span>: Immediately after starting the section, the individual lies down on the ground and crawls forward, with the entire torso needing to remain constantly on the mat. The total length of the course is 10 meters. The task ends at most 1 meter before the finish line (marked as No. 3 in the image). Crawling on all fours is not acceptable.</span></p> <p><strong><span>Progressive Cone Shuttle Run</span></strong><span>: The track is marked by a series of five cones placed in a line one after the other. It is advisable to secure the cones to the ground with tape. It is also recommended to mark the correct placement of the cones on the floor with tape. The first cone (marked as 'A' – "return cone") is 1 meter away from the start, the second cone is 2 meters away. Each subsequent cone is always 1 meter away from the previous one (marked 'first' to 'fourth'). After the start, the participant runs to the first cone, touches it, and runs back to the return cone A. In this manner, from cone A, the participant runs progressively to cones two through four, returning to cone A each time. The participant must always touch each cone with one hand. This way, the length of the run progressively increases by 1 meter. After completing the run to the fourth cone, the participant circles outside all the cones and runs to the next station (marked as station 4). All runs are performed on the outside of the cones.</span></p> <p><strong><span>Ring Collection and Placement Run:</span></strong><span> The track is marked by six equally sized sections of a Swedish ladder and one cone located 10 meters away from the start of the section. The individual sections are placed alternately on the left and right side of the line between the start and the end cone, each touching with one corner of the section. Inside each section, at its centre, rings are loosely placed. Immediately after the start, the participant runs and progressively moves through all the sections towards the cone, collecting rings. After circling the cone, the participant returns along the same path, placing the rings back into each section. It's important to emphasize that the rings must not be thrown but placed on the ground. From the last section, the participant runs directly to the next station, number 5.</span></p> <p><strong><span>10x Position Change Drill</span></strong><span>: The task is performed on a mat. The station is directly in the centre of the mat. Immediately after starting the section, the individual performs 10 cycles of position changes. One cycle consists of transitioning from standing upright to lying on the stomach, rolling over onto the back, and transitioning back to an upright standing position. When performing the cycles, it is necessary to ensure that each position is correctly maintained. After completing the last cycle, the individual immediately moves on to the next station, number 6.</span></p> <p><strong><span>10x Gymnastic Hoops Passing</span></strong><span>: Immediately after starting the section, the individual performs 10 movement cycles, where one cycle consists of crawling through a gymnastic hoop from a standing position, moving from the head to the feet. At the end of each cycle, the individual always lies on the ground, then steps out of it and stands upright. Only after this does the individual lean towards the hoop again and begin a new cycle. Immediately after the last cycle, there is a run to station number 7.</span></p> <p><strong><span>10x Bench Jumping</span></strong><span> (pushing off with one foot): Immediately after starting the section, the individual runs to the right edge (outer side) of the bench at its beginning and starts jumping over the bench back and forth. The jump is made from one foot, landing on the other. Between jumps, it is necessary to touch the ground with both feet. The jumps must be performed in a way that the individual continuously moves forward and does not jump in place. After completing the last jump, the individual immediately runs to the final finish mark, where a triple hit to the back is also performed. (identical to station number 2)</span></p> <p><strong><span>Crawling</span></strong><span>: This section is carried out according to the same instructions and at the same location where the previous crawling (section 2) took place. The end of the section is at station number 3, which is also the finish line of the entire course.</span></p> <p> </p> <p>The main data file is physical_exercise.csv. Two figures are attached describing the protocol:</p> <p><span>Figure 1: Protocol – Spatial delineation for movement task execution (Protocol_physical_activities_measurements.png)</span></p> <p><span>Figure 2: Protocol – Location and sequence of movement tasks (Protocol_physical_activities.png)</span></p> <p> </p> <p>Definition of measurement conditions and settings:</p> <table> <tbody> <tr> <td>The measurement device</td> <td>Axivity AX6 device (Axivity Ltd, United Kingdom)</td> </tr> <tr> <td>Recording frequency</td> <td>100 Hz with a range of ±16 G for accelerometer and ±2000 °/s for gyroscope</td> </tr> <tr> <td>Device orientation</td> <td>x, y, and z axes determine the mediolateral, craniocau-<br>dal, and sagittal directions, respectively</td> </tr> <tr> <td>Device positioning on the body</td> <td>on the back between upper angles of the shoulder blades</td> </tr> </tbody> </table> <p> </p>
Figure 5 in Flow cytometric measurements as a proxy for sporulation intensity in the cultured macroalga Ulva (Chlorophyta)
Figure 5: Sporulation index (SPI) for gametophytes of Ulva rigida after induction of gametogenesis at different temperatures (A) and irradiances (B). Experiment performed according workflow shown in Figure 1. Significant differences among means are indicated by different letters. Error bars represent mean ± standard deviation (n = 3).
Figure 4 in Flow cytometric measurements as a proxy for sporulation intensity in the cultured macroalga Ulva (Chlorophyta)
Figure 4: Gamete counts of Ulva mutabilis collected from well-mixed culture medium. (A) Fluorescence of a dilution series of gametes measured using a plate reader. (B) For method validation, number of gametes measured by light-scattering flow cytometry (FCM) was compared with number of gametes determined by the Neubauer improved chamber. Error bars represent the mean ± standard deviation (n = 3).
Figure 1 in Flow cytometric measurements as a proxy for sporulation intensity in the cultured macroalga Ulva (Chlorophyta)
Figure 1: Workflow to determine sporulation index (SPI). (i): (a) Ulva rigida thalli collected from cultivation tank. (b) Thalli dried at 20 °C for 1 h. (c) Three pieces of 1 cm2 U. rigida cut from each specimen used in experiment and left to dry together with thallus. (d) Each specimen photographed using light microscope (and area of known number of cells measured. (ii): (e) Fresh thalli chopped to induce sporulation. (f) Fragments weighed, washed with seawater, and inoculated into incubation flask. (g) After differentiation of thallus cells into gametangia, release of gametes induced through change of culture medium (Vtotal), defined volume (VFCM) of well-mixed culture medium (Vtotal) fixed with 2% glutaraldehyde before measuring number of gametes using flow cytometer and calculating total numbers in Vtotal. (iii): (h) Using cells per unit area and weight of 1 cm2, number of thallus cells in each flask calculated. SPI combined number of gametes discharged with number of thallus cells in incubation flask.
Figure 3 in Flow cytometric measurements as a proxy for sporulation intensity in the cultured macroalga Ulva (Chlorophyta)
Figure 3: Flow cytometric measurements used to compare active with inactivate gametes of Ulva mutabilis. (i, ii) Mobile gametes were collected at the brightest spot and prepared for flow cytometric measurements. (iii, iv) Gametes were collected at the brightest spot as well. After chlorophyll removal, they were prepared for flow cytometric measurements. Plots present populations of gametes separated by their expected size (i, iii, % of the total counting events is given) and by the measured chlorophyll autofluorescence (ii, iv). The fluorescence measurements correspond to the gametes framed by the red gates in (i, iii). FSC-H, forward scatter height; SSC-H, side scatter height; FL, fluorescence (Fluo).
Figure 2 in Flow cytometric measurements as a proxy for sporulation intensity in the cultured macroalga Ulva (Chlorophyta)
Figure 2: Distinction of gametes of Ulva mutabilis according to their autofluorescence using flow cytometric measurements. (A: i, ii) Gametes released by U. mutabilis were collected from the green layer in the spotlight (i.e., phototactically active gametes). (A: iii, iv) Gametes were collected after the culture medium was well-mixed. Plots present populations of gametes separated by their expected size (i, iii, % of the total counting events is given) and by the measured chlorophyll autofluorescence (ii, iv). The autofluorescence measurements correspond to the gametes framed by the red gates in (i, iii). (B) Percentages of high-level autofluorescence. Error bars represent mean ± standard deviation (n = 3); FSC-H, forward scatter height; SSC-H, side scatter height; FL, fluorescence (Fluo).
Measurements of diurnal variations of meteorological parameters and subsurface water temperature in Lake Kinneret, Israel, during the period (Sept. 6 – 20, 2015)
<p>The datasets include in-situ 10-minute measurements of subsurface water temperature taken at a depth of 20 cm, at a site A (32.82 <sup>o</sup>N; 35.60 <sup>o</sup>E) located near the center of Lake Kinneret, during the period (Sept. 6 – 20, 2015). Lake Kinneret is located in Israel. The Campbell 107-L temperature probe was used (specifications are available online at <a href="https://www.campbellsci.asia/107-l">https://www.campbellsci.asia/107-l</a> ). The datasets also include meteorological measurements taken at the same site, such as air temperature, relative humidity, wind speed, upwelling and downwelling longwave (4.5 - 42 µm) radiation. The above meteorological measurements were taken at a height of 2 - 3 m above the lake surface. Measurements at the site A are associated with the Kinneret Limnological Laboratory, Israel Oceanographic and Limnological Research (<a href="https://www.ocean.org.il/kinneret-limnological-laboratory-center/">https://www.ocean.org.il/kinneret-limnological-laboratory-center/</a> ).</p> <p><em>Data format: xlsx file. The file includes water temperature (WT, <sup>o</sup>C), wind speed (WS, m/s), air temperature (Tair, <sup>o</sup>C), relative humidity (RH, %), upwelling longwave radiation (Upwelling LW, W/m<sup>2</sup>) and downwelling longwave radiation (Downwelling LW, W/m<sup>2</sup>).</em></p> <p>Files (140.40 KB)</p>
Figure 2 in Sexual size dimorphism and sex determination by external measurements in the Redshank Tringa totanus
Figure 2. Distribution of the discriminant score D calculated for males and females sexed molecularly. Gray and white bars are for correct and incorrect classifications. Dashed lines show D border values of –0.96 and 1.17, which allowed for 95% of correct classifications of males and females.
Figure 1 in Sexual size dimorphism and sex determination by external measurements in the Redshank Tringa totanus
Figure 1. Wing length distribution of male (black bars) and female (gray bars) Redshanks caught in southern Belarus.
Measurements of Carbon-14 of Carbon monoxide (14CO) in a global network
<p>This is a data set containing measurements of [14CO] in a new global network led by the University of Rochester. Measurements are from samples collected approximately biweekly during 2021 at Barrow, Mace Head, Mauna Loa, Barbados, American Samoa, Reunion Island and Baring Head atmospheric observatories.</p>
Table 1 in Two new species of megasporangiate Sigillariostrobus Schimper (Sigillariostrobaceae) fructifications from the British Coal Measures
<p><b>Table 1.</b> Morphological comparison of <i>Sigillariostrobus</i> cones with in situ spores referable to <i>Laevigatisporites glabratus</i>.</p><table><tbody><tr><th></th><th><i>S. tieghemi</i></th><th><i>S. quadrangularis</i> (Les-</th><th><i>S. czarnockii</i> Bochen-</th><th><i>S. leiosporous</i> Abbott,</th><th><i>Sigillariostrobus</i></th></tr></tbody><tbody><tr><th></th><td>Zeiller, 1884</td><td>quereux) White, 1903</td><td>ski, 1936</td><td>1963</td><td><i>saltwellensis</i> sp.</td></tr><tr><th></th><td></td><td></td><td></td><td></td><td>nov.</td></tr><tr><th>Cone size</th><td>160 mm long</td><td>Up to 160 mm long, av-</td><td>ca. 180 mm long, 17–</td><td>Up to 180 mm long,</td><td>At least 86 mm</td></tr><tr><th></th><td>25–50 mm</td><td>erage width 11.6 mm</td><td>25 mm broad</td><td>20 mm broad</td><td>long, 17–20 mm</td></tr><tr><th></th><td>broad</td><td></td><td></td><td></td><td>broad</td></tr><tr><th>Cone axis</th><td></td><td>1 mm</td><td>7–8 mm</td><td>4–7 mm</td><td>1.2 mm</td></tr><tr><th>Sporophyll</th><td>Alternating</td><td>In whorls</td><td>Helical with sporo-</td><td>Alternating verticils</td><td>Helical</td></tr><tr><th>arrangement</th><td>whorls with</td><td></td><td>phylls lying above one</td><td>of 4–5 sporophylls;</td><td></td></tr><tr><th></th><td>8–10 per whorl</td><td></td><td>another</td><td>3–4 mm between</td><td></td></tr><tr><th></th><td></td><td></td><td></td><td>verticils</td><td></td></tr><tr><th>Sporophyll</th><td>With prominent</td><td>Sporophyll laminae</td><td>Sporophylls 20–25 mm</td><td>Pedicels: 5–7 mm long,</td><td>Laminae ca.</td></tr><tr><th>shape</th><td>heel</td><td>9 mm long</td><td>long; upper part</td><td>1 mm broad at attach-</td><td>6.5 mm long,</td></tr><tr><th></th><td></td><td></td><td>sharply pointed with a</td><td>ment point, widening to</td><td>spreading out-</td></tr><tr><th></th><td></td><td></td><td>hollowed-out deltoid</td><td>4 mm</td><td>wards from</td></tr><tr><th></th><td></td><td></td><td>shape, margin ciliate.</td><td>Laminae: broadly</td><td>cone</td></tr><tr><th></th><td></td><td></td><td></td><td>triangular, acuminate,</td><td></td></tr><tr><th></th><td></td><td></td><td></td><td>5–8 mm long, 4–6 mm</td><td></td></tr><tr><th></th><td></td><td></td><td></td><td>broad, margin ciliate</td><td></td></tr><tr><th>Sporangia</th><td>None observed</td><td>4 mm long, 5 mm high,</td><td>4–7 mm long, breadth</td><td>4–5 mm long, 2 mm</td><td>7 mm long,</td></tr><tr><th></th><td></td><td>4 mm broad</td><td>2–4.5 mm;</td><td>high, 4–4.5 mm wide;</td><td>2.5 mm high</td></tr><tr><th></th><td></td><td></td><td>contain three tetrads of</td><td>contains one tetrad of</td><td></td></tr><tr><th></th><td></td><td></td><td>megaspores</td><td>megaspores</td><td></td></tr><tr><th>Peduncle</th><td>Acicular leaves</td><td>None observed</td><td>At least 40 mm long</td><td>At least 65 mm long</td><td>None observed</td></tr><tr><th></th><td>or bracts</td><td></td><td>and 7–8 mm broad,</td><td>and 2–5 mm broad,</td><td></td></tr><tr><th></th><td>attached to the</td><td></td><td>uppermost 30 mm with</td><td>covered with minute</td><td></td></tr><tr><th></th><td>upper portion</td><td></td><td>long, triangular and</td><td>stiff spines up to 1 mm</td><td></td></tr><tr><th></th><td></td><td></td><td>pointed sterile leaves</td><td>long</td><td></td></tr><tr><th></th><td></td><td></td><td>25 mm long and 25 mm</td><td></td><td></td></tr><tr><th></th><td></td><td></td><td>wide at the base</td><td></td><td></td></tr><tr><th>Age and</th><td>Age unknown,</td><td>Brazil Formation,</td><td>Duckmantian, Upper</td><td>Upper Freeport (no.</td><td>Upper Langsettian–</td></tr><tr><th>locality</th><td>Valenciennes,</td><td>Upper Pottsville,</td><td>Silesian Basin, Poland</td><td>7) Coal Allegheny,</td><td>Duckmantian</td></tr><tr><th></th><td>France</td><td>Duckmantian/</td><td></td><td>mid-Pennsylvanian,</td><td></td></tr><tr><th></th><td></td><td>Bolsovian</td><td></td><td>Bolsovian/Asturian,</td><td></td></tr><tr><th></th><td></td><td>Indiana, USA</td><td></td><td>southeastern Ohio,</td><td></td></tr><tr><th></th><td></td><td></td><td></td><td>USA</td><td></td></tr></tbody></table>
Measured and analyzed raw data for publication "Nanoscale spin ordering and spin screening effects in tunnel ferromagnetic Josephson junctions" (doi: https://doi.org/10.1038/s43246-024-00497-1)
<p>The data provided by this dataset are the raw data published in the paper "Nanoscale spin ordering and spin screening effects in tunnel ferromagnetic Josephson junctions" (doi: https://www.nature.com/articles/s43246-024-00497-1). </p> <p>It can be found:</p> <p>-In the folder figure2_IV, the current-voltage characteristics (IV) of standard Superconductor-Insulator-Superconductor Josephson Junctions (SIS JJ) and of Superconductor-Insulator-Ferromagnet-thin superconductor- Superconductor Josephson Junctions (SIsFS JJ) at 10 mK </p> <p>-In the folder figure2_IVH, the magnetic dependence of the critical current of the SIsS and SIsFS at 10 mK</p> <p>-In the folder figure3_IVHT, the magnetic dependence of the critical current of the SIsFS as a function of the temperature T</p> <p>-In the figure4_gamma, the experimental and theoretical dependence of \gamma, i.e., the magnetic moment of the S-layers normalized to the F-layer in absolute value, as a function of the characteristic energy of the inverse proximity effect</p>
Measured and analyzed raw data for publication "Phase dynamics of tunnel Al-based ferromagnetic Josephson junctions"(https://doi.org/10.1063/5.0211006)
<p>The dataset provided here reports raw data published in June 2024 (Phase dynamics of tunnel Al-based ferromagnetic Josephson junctions): current-voltage I-V characteristics as a function of the temperature T; switching current distributions (SCD) as a function of T and calculated mean switching currents, standard deviations and skewness from the SCDs and superconducting branch resistance R0 as a function of the temperature. All the data for magnetic and non-magnetic Josephson junctions have been acquired, as highlighted in the corresponding reference.</p>
Datasets for producing figures in "Intergalactic medium rotation measure of primordial magnetic fields" (https://doi.org/10.3847/1538-4357/ad8dc5)
<p>These are hdf5 files for producing figures 2, 3 and 4 from "Intergalactic medium rotation measure of primordial magnetic fields" (Mtchedlidze et al. 2024, see for more details: https://ui.adsabs.harvard.edu/abs/2024arXiv240616230M/abstract). The data is produced by analysing Enzo simulations with yt astrophysics analysis tool (light cones).</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.