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.
11,506
datasets available to search
ShareScore release 0.9.0
Dataset results
11,506 results for “Dynamics”
Variation in prey availability over time shaped the extinction dynamics of sabertoothed cats
Open the record for dataset details and reuse information.
Dataset for "Global dominance of seasonality in shaping lake surface extent dynamics" (in review)
Open the record for dataset details and reuse information.
Identifying Photogenerated Charge Carrier Dynamics in Completed Bi-facial Sb2S3 Solar Cells using Transient Absorption Spectroscopy
<p>Raw data associated with article published under the same title</p>
Mangrove Population Dynamics Between the Hammer of Anthropogenic Activities and the Anvil of Restoration, a Remote Sensing and GIS Mapping Approach
Open the record for dataset details and reuse information.
soil hydro-dynamics under mature trees subjected to stemflow
<p>Time series containing information related to the soil hydro-dynamics (i.e. soil moisture, matric suction, and soil temperature) under mature trees subjected to stemflow and to stemflow suppression conditions</p>
soil-water dynamics in live ground anchors, live pole drain and landslide scar at OAL-UK
<p>time series containing data for the soil volumetric moisture content and soil temperature retrieved from two NBS interventions (i.e. live ground anchors and live pole drain) deployed at OAL-UK and from a landslide scar and free drainage slope zone. Unprocessed, raw data. Temporal resolution: 15 min</p>
Figure 1 in Hatching phenology, life history and population dynamics of the Oriental clam shrimp Eulimnadia indocylindrova Durga Prasad and Simhachalam with notes on phenology patterns in the Spinicaudata
Figure 1. (a) Male and female E. indocylindrova; morphometric measurements i – Carapace length; ii – Carapace height; iii – Body length; iv – Body height; (b) E. indocylindrova egg showing surface ornamentation (SEM); (c) study site.
Figure 2. A in Population dynamics and reproductive status of Microcosmus savignyi Monniot, 1962 (Thermaikos Gulf, Eastern Mediterranean): a preliminary assessment
Figure 2. A specimen of Microcosmus savignyi with a schematic representation of the estimated biometric parameters of the tunic (left) and the mantle (right).
Figure 8 in A dynamic model for the evolution of sabrecat predatory bite mechanics
Figure 8. Estimated relative force outputs [combined rotational torque of ten regularly spaced intervals of the M. temporalis (T1–T10), at five regularly spaced intervals of the M. masseter profunda + M. zygomaticomandibularis (M1–M5) and anterior-most insertion of the M. masseter superficialis] from occlusion to maximal inferred gape. A, estimated total rotational torque about the temporomandibular joint (TMJ) [I(Tf(cos Q)) where I, inlever moment arm; Tf, theoretical force output from the muscle fibre; Q, angle between the effective (rotational) torque about the temporomandibular joint and T]; B, estimated total outforce at the canines [(I(T(cos Q))/O) where O, outlever moment arm to the centre of C1]; C, f f ca ca estimated total outforce at the carnassial [(I(T(cos Q))/O) where O, outlever moment arm to the carnassial (P4) paracone f c c apex]. All species are scaled to a uniform condylobasal length.
Figure 1 in Quaternary range dynamics and taxonomy of the Mediterranean collared dwarf racer, Platyceps collaris (Squamata: Colubridae)
Figure 1. Phylogenetic tree resulting from the Bayesian inference (BI) analysis of three mitochondrial and three nuclear genes concatenated. Nodes were considered supported when Bayesian posterior probability was ≥ 0.95 and maximum likelihood (ML) bootstrap values ≥ 70. Lengths of branches connecting the split between Platyceps collaris and Platyceps najadum and the crown nodes of those species are not proportional to the rest of the tree and the scale, which is indicated by their partial transparency. The two clades, the Balkan–Anatolian and the Levantine, are highlighted in the tree with the red and green shading, respectively. Four species of Telescopus used to root the tree are not shown. Each tree tip is connected by a dashed line with the locality of its sample, which is marked by a number (for details, see Table 1). Type localities are marked with stars: P. collaris collaris in green, P. collaris rubriceps in white and Coluber rubriceps thracius in pink. The potential current distribution of P. collaris based on the species distribution model with the maximum training sensitivity plus specificity threshold applied is shown in blue. Haplotype networks reconstructed for the six markers are on the right. Circles are colour coded according to the clade assignment, and their size is proportional to the number of individuals. Lines represent mutational steps. The network for the cytb gene was constructed using the 148-bp-long fragment that was available for the types of Coluber rubriceps thracius. The position of sample DJ8199 from locality 19, whose phylogenetic placement differed in the maximum likelihood and Bayesian inference analyses, is marked with the locality number in each network.
Figure 2 in Quaternary range dynamics and taxonomy of the Mediterranean collared dwarf racer, Platyceps collaris (Squamata: Colubridae)
Figure 2. Phylogenetic network from SPLITSTREE, showing the reticulate relationships within the two clades of Platyceps collaris, the Balkan–Anatolian clade (red) and the Levantine clade (green). Numbers in circles are locality numbers shown in Figure 1 and detailed in Table 1. Bootstrap support values for major nodes ≥ 70 are indicated. The specimen depicted is from Ropotamo, Bulgaria.
Molecular Dynamics simulation data for the article "Evolution of cation binding in the active sites of P-loop nucleoside triphosphatases in relation to the basic catalytic mechanism"
<p>Zipped archives with MD simulation data for the article "Evolution of cation binding in the active sites of P-loop nucleoside triphosphatases in relation to the basic catalytic mechanism" (eLife, accepted).</p>
live cribwall & live slope grating system - soil-water dynamics
<p>Dataset containing raw time series (July 2021-July 2022) for soil-water dynamics -i.e., volumetric soil moisture, matric suction, soil-pore water pressure, and soil temperature - retrieved from a live, vegetated cribwall and slope grating system built in Catterline, Scotland.</p>
live cribwall 1 - soil-water dynamics
<p>Dataset containing raw time series (from July 2021 to July 2022) for soil-water dynamics -i.e., volumetric soil moisture, matric suction, soil-pore water pressure, and soil temperature - retrieved from a live, vegetated cribwall built in Catterline, Scotland</p>
Live pole drain & live ground anchors - soil-water dynamics
<p>Dataset containing raw time series (July 2021-July 2022) for soil-water dynamics -i.e., volumetric soil moisture, matric suction, soil-pore water pressure, and soil temperature - retrieved from a live pole drain and live ground anchors interventions built in Catterline, Scotland. </p>
Dynamic pulmonary MRI using motion-state weighted motion-compensation (MostMoCo) reconstruction with ultrashort TE: A structural and functional study
<p>Two dynamic pulmonary MRI datasets reconstructed using MostMoCo</p>
Multi-stage planning ICU beds in infectious disease dynamics
<p>Dataset of paper "Multi-stage planning ICU beds in infectious disease dynamics".</p>
Dynamic interactome of the MHC I peptide loading complex in human dendritic cells - Source Ia
<p>Source data underlying MS data set (Fig.1). Datafile comprises MS raw data</p>
Management-induced changes in soil organic carbon and related crop yield dynamics in China's cropland
<p>Enhancing soil organic carbon (SOC) sequestration and food supply are vital for human survival when facing climate change. Site-specific best management practices (BMPs) are being promoted for adoption globally as solutions. However, how SOC and crop yield are related to each other in responding to BMPs remains unknown. Here, path analysis based on meta-analysis and machine learning was conducted to identify the effects and potential mechanisms of how the relationship between SOC and crop yield responds to site-specific BMPs in China. The results showed that BMPs could significantly enhance SOC and maintain or increase crop yield. The maximum benefits in SOC (30.6%) and crop yield (79.8%) occurred in mineral fertilizer combined with organic inputs (MOF). Specifically, the optimal SOC and crop yield would be achieved when the areas were arid, soil pH was ≥7.3, initial SOC content was ≤10 g kg<sup>-1</sup>, duration was >10 years, and the nitrogen (N) input level was 100-200 kg ha<sup>-1</sup>. Further analysis revealed that the original SOC level and crop yield change showed an inverted V-shaped structure. The association between the changes in SOC and crop yield might be linked to the positive role of the nutrient-mediated effect. The results generally suggested that improving the SOC can strongly support better crop performance. Limitations in increasing crop yield still exist due to low original SOC levels, and in regions where the excessive N inputs, inappropriate tillage or organic input is inadequate and could be diminished by optimizing BMPs in harmony with site-specific conditions.</p>
FIG. 3 in Reproductive dynamics of the nectarivorous Geoffroy's tailless bat Anoura geoffroyi (Glossophaginae) in a highland Neotropical area of Brazil, with evidence of a mating period
FIG. 3. Cross-section of seminiferous tubule of Anoura geoffroyi in reproductive activity. Note elongated spermatids (ES) and abundant spermatozoa in the lumen (*). Insert shows crosssection of cauda epididymis packed with spermatozoa, scale bar: 22 µm. HE stain
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.