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.
2,152
datasets available to search
ShareScore release 0.9.0
Dataset results
2,152 results for “outputs”
Data from: Density-mediated carry-over effects explain variation in breeding output across time in a seasonal population
In seasonal environments, where density dependence can operate throughout the annual cycle, vital rates are typically considered to be a function of the number of individuals at the beginning of each season. However, variation in density in the previous season could also cause surviving individuals to be in poor physiological condition, which could carry over to influence individual success in the following season. We examine this hypothesis using replicated populations of Drosophila melanogaster, the common fruitfly, over 23 non-overlapping generations with distinct breeding and non-breeding seasons. We found that the density at the beginning of the non-breeding season negatively affected the fresh weight of individuals that survived the non-breeding season and resulted in a 25% decrease in per capita breeding output among those that survived to the next season to breed. At the population level, per capita breeding output was best explained by a model that incorporated density at the beginning of the previous non-breeding season (carry-over effect, COE) and density at the beginning of the breeding season. Our results support the idea that density-mediated COEs are critical for understanding population dynamics in seasonal environments.
Atmosphere output of simulations in paper "https://doi.org/10.1029/2023GL107310"
Open the record for dataset details and reuse information.
QM and FF input and output files of Li(FSA)(SN)2 classic MD
Open the record for dataset details and reuse information.
E3SM output for tracking mesoscale convection systems in the US
<p>E3SMv1 output for tracking mesoscale convection systems in the US.</p>
MAGICIAN v1.1.0 example output
<p>Example output for version 1.1.0 of the MAGICIAN pipeline</p>
Climate-driven change to phytoplankton blooms across the global ocean - CMIP6 Phenology Outputs
<p>Bloom phenology metrics calculated from CMIP6 chlos outputs archived. Models include 'CNRM-ESM2-1-LR', 'MPI-ESM1-2-LR', 'NorESM2-LM' and 'NorESM2-MM'. Metrics calculated using daily outputs resampled to 5 day means with the methods outlined in Thomalla et al. (2023) Nature Climate Change (doi: 10.1038/s41558-023-01768-4).</p><p>Data are organised along the dimensions of model, year, latitude and longitude.</p><p>Data include the Historical (1850-2014) and high emissions SSP5-8.5 (2015-2100) simulations.</p><p>Metrics include bloom initiation, bloom termination, bloom duration, bloom integrated chlorophyll-a, bloom mean chlorophyll-a, bloom maximum chlorophyll-a, bloom maximum date, number of bloom peaks and seasonal cycle reproducibility.</p>
Supporting information, WRF output, and processed WRF files used for the generation of the manuscript "Observational and modelling analysis of Canada's only F5/EF5 tornado"
<p>WRF simulation output and processed files used to generate the figures and calculations in the manuscript "Observational and modelling analysis of Canada's only F5/EF5 tornado". Two zipped folders are attached, one is from the original control simulation with the microphysics scheme on (MP), and the other is from the experimental simulation with the microphysics scheme turned off (NOMP).</p><p>Each simulation zipped folder includes sub-directories containing the processed observed and simulated surface station data, surface wet-bulb potential temperature, cross sections (the MP simulation only), and convective parameter fields at 2100 UTC 22 June 2007.</p><p>A supplemental material in the form of a movie showing the radar observation between 2000 UTC 22 June 2007 and 0000 UTC 23 June 2007 is also attached. See the manuscript's Figure 5 caption for more information on the data shown in the animation.</p>
MUSDB18-HQ Test Set Inference Outputs for Models from "A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation"
Open the record for dataset details and reuse information.
SWMF simulation output
Open the record for dataset details and reuse information.
Software development output metrics for four industrial projects
<p>Data used for the paper "Benchmarking ongoing development output in real-life software projects"</p>
WRF Output
<p>WRF domain is centered at (62°W, 40°N) with a horizontal resolution of 10 km. The horizontal grid dimensions are 399 × 299, covering the western subtropical North Atlantic.</p><p>Initial and lateral boundary conditions are extracted from ERA5 reanalysis data (0.25 X 0.25). The lateral boundary forcings are updated at 6 hourly intervals. The model was initialized at 00UTC on 15 Feb 2010, and the integration ended at 18 UTC on 17 March 2010. The 5-day average SST output from MITGCM for the same time period was is used to force the WRF model.</p>
Power System Simulation Data Output from January 2024
<p>Data for the paper "Electricity Island Decarbonization Challenges: Evaluating the Environmental and Energy Security Tradeoffs Across Solar PV, Natural Gas, and Nuclear-Reliant Generation Portfolios" by Michael Buchdahl Roth and Yael Parag</p>
WACCMX output
Open the record for dataset details and reuse information.
Model hydrodynamic outputs and example codes for running different Lagrangian particle tracking packages
Open the record for dataset details and reuse information.
MT data file and output resistivity model file
Open the record for dataset details and reuse information.
DFT computational output files _ Single Point Calculation
Open the record for dataset details and reuse information.
Model inputs and outputs for "Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)"
Open the record for dataset details and reuse information.
Supplementary Materials for "Landscape-aware Automated Algorithm Configuration using Multi-Output Mixed Regression and Classification"
Open the record for dataset details and reuse information.
Dataset for "Output control of dissipative nonlinear multimode amplifiers via spacetime symmetry mapping"
<p>Note: Simulation codes and instructions are available at <a href="https://github.com/joe851642001/MWAT" target="_new" rel="noopener">GitHub - MWAT</a>.</p>
The U-Net model outputs for lee wave identification
<pre><span>More than 3,000 lee waves and their characteristic images identified using the U-Net model。</span></pre>
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.