Skip to main content
Powered by ShareScore

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.

795

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

795 results for “fluctuations”

Learn how ShareScore rates datasets ↗
dryad32/100

Data for: Marine mussel respiration under fluctuating temperatures

<p>The impact of rising temperatures on biological systems is well-documented, particularly on coastal shores characterized by fluctuating temperatures. To study the effects of fluctuating temperatures on physiological performance, experiments often employ treatments that alternate between "<em>blocks</em>" of time exposed to minimum versus maximum temperatures. To test the efficacy of these approaches, we collected water temperatures from a mussel bed to drive 12-h<em> field </em>treatments and compared them to <em>block</em> treatments across different seasons. Our results showed that respiration rates for mussels under spring and fall temperatures were higher in the <em>block</em> compared to the <em>field</em> treatments. In contrast, mussels tested under summer temperatures showed higher rates under<em> field</em> versus <em>block</em> treatments. When simulating winter temperatures, rates in field and block treatments were similar. The thermal performance curves generated from the<em> field</em> and <em>block </em>data produced significantly different estimates of thermal optima, indicating a mismatch between lab-based temperature treatments and natural thermal regimes. The potential effects on physiological performance underscore the importance of using high-resolution temperature data and the need to ensure that the seasonal conditions being simulated in lab experiments match those being studied in the field.  </p>

opencc-zeroJan 2023View details →
dryad32/100

Data and scripts from: Experimental evidence of size-selective harvest and environmental stochasticity effects on population demography, fluctuations, and nonlinearity

<p class="MsoNormal">Theory and analyses of fisheries datasets indicate that harvesting can alter population structure  and destabilize nonlinear processes, which increases population fluctuations. We conducted a factorial experiment on the population dynamics of <em>Daphnia magna</em> in relation to size-selective harvesting and stochasticity of food supply. Harvesting and stochasticity treatments both increased population fluctuations. Timeseries analysis indicated that fluctuations in control populations were nonlinear, and nonlinearity increased substantially in response to harvesting. Both harvesting and stochasticity induced population juvenescence, but harvesting did so via depletion of adults whereas stochasticity increased the abundance of juveniles. A fitted fisheries model indicated that harvesting shifted populations towards higher reproductive rates and larger-magnitude damped oscillations that amplify demographic noise. These findings provide experimental evidence that harvesting increases nonlinearity of population fluctuations and that both harvesting and stochasticity increase population variability and juvenescence.</p>

opencc-zeroJan 2023View details →
zenodo32/100

Fluctuation spectra

<p>Archive of fluctuation spectra includes following sets of the data: 50 Hz of Septentrio (April 2022, September 2022), 100 Hz of Septentrio (September 2022) and 50 Hz of Javad (April 2021).</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Supplementary Materials for "Temperature field, flow field and temporal fluctuations thereof 2 in ammonothermal growth of bulk GaN – transition from dis-3 solution stage to growth stage conditions"

<p>Video S1: dissolution stage (upper part of nutrient and above), Video S2: 630 dissolution stage (baffle region), Video S3: dissolution stage (top seed), Video S4: dissolution stage 631 (middle seed), Video S5: dissolution stage (bottom seed), Video S6: growth stage (upper part of 632 nutrient and above), Video S7: growth stage (baffle region), Video S8: growth stage (top seed), Video 633 S9: growth stage (middle seed), Video S10: growth stage (bottom seed).</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

A. Fontana and L. Bellon, Dataset for Phys. Rev. E 107, 034118 (2023) : Linking fluctuation and dissipation in spatially extended out-of-equilibrium systems

<p>In this repository, you can find the data used for the salient&nbsp;plots in the article&nbsp;(10.1103/PhysRevE.107.034118), a script you can use to plot such data and a folder with some functions used in the script. All files are in MATLAB format.&nbsp;</p>

opencc-by-4.0Feb 2023View details →
zenodo32/100

Figure 6 in Microhabitat use by Mediterranean ribbed newts: newts in highly fluctuating conditions?

Figure 6. Distance-based redundancy analysis (db-RDA) evaluating the relative contributions of the variations in habitat structure to the differences among the three species of the genus Pleurodeles.

opennotspecifiedJun 2023View details →
zenodo32/100

Figure 4 in Microhabitat use by Mediterranean ribbed newts: newts in highly fluctuating conditions?

Figure 4. Microclimatic overlap between Pleurodeles species, estimated with the posterior distribution of the probabilistic niche overlap metric (%) for a niche region of α = 0.95. The posterior mean and 95% credible intervals are shown as sky blue lines. Columns indicate the probability that species X occurs in the niche of species Y (in rows). PNE, Pleurodeles nebulosus; PPO, P. poireti; PWA, P. waltl.

opennotspecifiedJun 2023View details →
zenodo32/100

Figure 3 in Microhabitat use by Mediterranean ribbed newts: newts in highly fluctuating conditions?

Figure 3. Plot of relative humidity (%) at the sites of Pleurodeles species occurrence, with a trend line and 95% confidence interval (in grey). Left, mean value; right, range.

opennotspecifiedJun 2023View details →
zenodo32/100

Figure 2 in Microhabitat use by Mediterranean ribbed newts: newts in highly fluctuating conditions?

Figure 2. Plot of temperatures (°C) at the sites of Pleurodeles species occurrence, with a trend line and 95% confidence interval (in grey). Left, mean value; right, range.

opennotspecifiedJun 2023View details →
zenodo32/100

Figure 1 in Microhabitat use by Mediterranean ribbed newts: newts in highly fluctuating conditions?

Figure 1. Map of the study region showing the localities (A) from which probes were recovered and (B) in which the habitats were characterised. Red diamonds, Pleurodeles nebulosus (2); green circles, P. poireti (3); blue squares, P. waltl (1).

opennotspecifiedJun 2023View details →
zenodo32/100

Data related to "fluctuations of current velocity and suspended sediment concentration due to coastal seiches"

<p>The present dataset was derived from two acoustic Doppler current profilers moored in the inner (M1: 35.1881&deg;N, 128.5861&deg;E) and outer (M2: 35.1657&deg;N, 128.5947&deg;E)&nbsp;) parts of the main channel of Masan Bay to reveal how suspended sediments vary depending on coastal seiches.</p> <p>Up-looking broadband ADCPs (M1: 1200 kHz RDI Workhorse Sentinel; M2: 1000 kHz RDI Sentinel V20) installed in a trawl-resistant bottom mount were configured to measure the profiles of the three-dimensional current velocities, water level, temperature, and echo intensity every ten minutes from September 22 to October 13, 2017.</p> <p>The post-processing dataset includes current velocity (m s<sup>-1</sup>), suspended sediment concentration (SSC, mg l<sup>-1</sup>), sediment flux (kg m<sup>-1</sup> s<sup>-1</sup>), 1-hr filtered current velocity and SSC, and excursion lengths (m).&nbsp;</p>

opencc-by-4.0Jul 2023View details →
zenodo32/100

Effects of periodic fluctuation of water level on solute transport in seasonal lakes in Poyang floodplain system

<p>The purpose of this study is to investigate the solute transport&nbsp;in seasonal lakes within floodplain systems by means of laboratory experiments and numerical simulations.</p>

opencc-by-4.0Jul 2023View details →
ClinicalTrials.gov32/100

IVIg Treatment-Related Fluctuations in CIDP Patients Using Daily Grip Strength Measurements

ClinicalTrials.gov study NCT02414490. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

ExAblate Pallidotomy for Medically-Refractory Dyskinesia Symptoms or Motor Fluctuations of Advanced Parkinson's Disease

ClinicalTrials.gov study NCT03319485. IPD Sharing: Not stated. Countries: 8. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Safinamide in Idiopathic Parkinson's Disease (IPD) With Motor Fluctuations, as add-on to Levodopa

ClinicalTrials.gov study NCT00627640. IPD Sharing: Not stated. Countries: 21. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Neuro-computational Study of Thymic Fluctuations in Mood Disorders

ClinicalTrials.gov study NCT07033923. IPD Sharing: YES. Countries: 1. Publications: 7.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov32/100

Central Corneal Thickness and 24-hour Fluctuation of Intraocular Pressure

ClinicalTrials.gov study NCT00941525. IPD Sharing: Not stated. Countries: 1. Publications: 14.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Amputee Residual Limb Volume Fluctuation

ClinicalTrials.gov study NCT01161238. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Intraocular Pressure Fluctuation in Patients With Glaucoma and in Healthy Patients During Standard Yoga Positions

ClinicalTrials.gov study NCT01915680. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Comparison of Glycaemic Fluctuation and Oxidative Stress Between Two Short-term Therapies for Type 2 Diabetes

ClinicalTrials.gov study NCT02526810. IPD Sharing: Not stated. Countries: 1. Publications: 8.

restrictedIPD-UNDECIDEDFeb 2026View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.