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230 results for “Data Aggregation”

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dryad32/100

Data from: Population characteristics of a large whale shark aggregation inferred from seawater environmental DNA

Population genetics is essential for understanding and managing marine ecosystems, but sampling remains challenging. We demonstrate that high-throughput sequencing of seawater environmental DNA can provide useful estimates of genetic diversity in a whale shark (Rhincodon typus) aggregation. We recover similar mitochondrial haplotype frequencies in seawater compared to tissue samples, reliably placing the studied aggregation in a global genetic context and expanding the applications of environmental DNA to encompass population genetics of aquatic organisms.

opencc-zeroDec 2015View details →
zenodo32/100

Archive of aggregate data on work and parenthood

<p>These are aggregate files of labor force participation for mothers, fathers, and women not living with own children. Read ReadMe.txt file first for definitions and codes. Generated using the Current Population Survey monthly files from ipums.org. These files are meant to encourage discussion and analysis of labor force participation of mothers in comparison to fathers and women without own children in their home.</p>

opencc-by-4.0Feb 2021View details →
zenodo32/100

FIGURE. Median network analyses (MNA) of a subset of the C. trilobus aggregate (i.e. those in the clade A from Fig. 11) based on concatenated DNA sequence data from ITS, trnL-trnF and psbJ-petA. Stars and arrow indicate accessions discussed in the text. NI: North Island, SI: South Island. in Five new species of Corybas (Diurideae, Orchidaceae) endemic to New Zealand and phylogeny of the Nematoceras clade

FIGURE. Median network analyses (MNA) of a subset of the C. trilobus aggregate (i.e. those in the clade A from Fig. 11) based on concatenated DNA sequence data from ITS, trnL-trnF and psbJ-petA. Stars and arrow indicate accessions discussed in the text. NI: North Island, SI: South Island.

opennotspecifiedAug 2016View details →
zenodo32/100

FIGURE. Bayesian tree of New Zealand spider orchids (Corybas) based on DNA sequence data from ITS, trnL-trnF and psbJ-petA. Major clades are indicated by open bars and capital letters, members of the C. trilobus aggregate are shaded, and posterior probabilities/ bootstrap percentages (≥50) indicated by numbers near each node. NI: North Island, SI: South Island, MCQI: Macquarie Island, CHI: Chatham Island in Five new species of Corybas (Diurideae, Orchidaceae) endemic to New Zealand and phylogeny of the Nematoceras clade

FIGURE. Bayesian tree of New Zealand spider orchids (Corybas) based on DNA sequence data from ITS, trnL-trnF and psbJ-petA. Major clades are indicated by open bars and capital letters, members of the C. trilobus aggregate are shaded, and posterior probabilities/ bootstrap percentages (≥50) indicated by numbers near each node. NI: North Island, SI: South Island, MCQI: Macquarie Island, CHI: Chatham Island

opennotspecifiedAug 2016View details →
zenodo32/100

Reversal data during aggregation of Myxococcus xanthus

<p>Reversal data of the bacterium Myxococcus xanthus during<br>the formation of aggregates under starvation conditions. The data is<br>separated into two files based on whether an individual bacterium is<br>moving towards or away from the nearest aggregate. Space is measured<br>in micrometers and time in minutes. Each file includes the length of<br>time before the bacteria changes directions, the speed during that<br>period, the distance from the nearest aggregate, the bearing angle<br>with respect to that aggregate, and the local cellular density when a<br>bacterium starts moving in a new direction.<br><br>This data was obtained by processing images from the Welch Lab at<br>Syracuse University. These images are published in "Cell behaviors<br>underlying Myxococcus xanthus aggregate dispersal" (DOI:<br><a href="https://doi.org/10.1128/msystems.00425-23" target="_blank" rel="noopener noreferrer">https://doi.org/10.1128/msystems.00425-23</a>). The associated dataset is<br><a href="../records/8166434" target="_blank" rel="noopener noreferrer">https://<span>zenodo</span>.org/records/8166434</a>.</p>

opencc-by-3.0-usNov 2022View details →
dryad32/100

Data From: Active sinking particles: Flow and transport dynamics due to sessile suspension feeders on sinking aggregates

<p>Sinking or sedimentation of biological aggregates plays a critical role in carbon sequestration in the ocean and in vertical material fluxes in waste-water treatment plants. In both these contexts, the sinking aggregates are "active," since they are biological hot-spots and are densely colonized by microorganisms including bacteria and sessile protists, some of which generate feeding currents. However, the effect of these feeding currents on the sinking rates, trajectories, and mass transfer to these "active sinking particles," has not previously been studied. Here we use a novel scale-free vertical-tracking microscope (a.k.a. Gravity Machine, Krishnamurthy et al. "Scale-free vertical tracking microscopy." Nature Methods (2020)) to follow model sinking aggregates (agar spheres) with attached protists (<em>Vorticella convallaria</em>), sinking over long distances while simultaneously measuring local flows. We find that activity due to attached \vortc causes significant changes to the flow around aggregates in a dynamic manner and reshapes mass transport boundary layers. Furthermore, we find that activity-mediated local flows along with sinking modify the encounter and plume cross-sections of the aggregate and induce sustained aggregate rotations. Overall our work shows the important role of biological activity in shaping the near-field flows around aggregates with potentially important effects on aggregate fate and material fluxes.</p>

opencc-zeroJan 2023View details →
zenodo32/100

Data for "Minimizing non-radiative decay in molecular aggregates through control of excitonic coupling"

<p>Data for &quot;Minimizing non-radiative decay in molecular aggregates through control of excitonic coupling&quot;.&nbsp;&nbsp;</p> <p>&quot;Adding &#39;FIG.5c-20230615.npz&#39; to match the revised manuscript&quot; - Updated 2023.06.15</p>

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

Additional data - Using a micro-device with a deformable ceiling to probe stiffness heterogeneities within 3D cell aggregates

<p>Additional data for the article <em>&quot;Using a micro-device with a deformable ceiling to probe stiffness heterogeneities within 3D cell aggregates&quot;&nbsp;</em>by Jain, Belkadi et al.</p> <p><strong>additionaldata_jain-belkadi_2023/data_fig_3/data_fig_3_bc:</strong>&nbsp;One .tif file per spheroid shown in Fig 3b,c. the air cavity pressure levels are the following (respectively for each frame): 0 (mbar), -50, -100, -150, -200, -250, -300, -450, -500, 0</p> <p><strong>additionaldata_jain-belkadi_2023/data_fig_3/data_fig_3_def: </strong>One .tif file for the cyclic compression of the spheroids.</p> <p><strong>additionaldata_jain-belkadi_2023/data_fig_4_d:&nbsp;</strong>One folder per spheroid. See readme.txt</p>

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

Variables Influencing Anti-COVID-19 Vaccinations Around the World: an Analysis Conducted on Aggregated Data Sourced From Institutional Databases to Understand Whether and How Different Variables Could

ClinicalTrials.gov study NCT05471635. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
dryad32/100

Aggregate TB diagnosis and treatment data, Uganda 2017 and 2019

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publicOct 2022View details →
dryad32/100

Data from: Number of neighbors instead of group size significantly affects individual vigilance levels in large animal aggregations

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publicMar 2020View details →
dryad32/100

Data from: Alaskan brown bears (Ursus arctos) aggregate and display fidelity to foraging neighborhoods while preying on Pacific salmon along small streams

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publicJul 2019View details →
dryad32/100

Data from: Phylogenetic ANOVA: group-clade aggregation, biological challenges, and a refined permutation procedure

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publicApr 2018View details →
dryad32/100

Data from: A multistate dynamic site occupancy model for spatially aggregated sessile communities

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publicOct 2017View details →
dryad32/100

Data from: The social factors driving settlement and relocation decisions in a solitary and aggregative spider

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publicMay 2013View details →
dryad32/100

Data from: Free-living bacterial communities associated with tubeworm (Ridgeia piscesae) aggregations in contrasting diffuse flow hydrothermal vent habitats at the Main Endeavour Field, Juan de Fuca Ridge

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publicJun 2014View details →
dryad32/100

Data from: Polyploidisation and geographic differentiation drive diversification in a European high mountain plant group (Doronicum clusii aggregate, Asteraceae)

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publicMar 2015View details →
dryad32/100

Data from: Grouper (Epinephelidae) spawning aggregations affect activity space of grey reef sharks, Carcharhinus amblyrhynchos, in Pohnpei, Micronesia

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publicAug 2019View details →
dryad32/100

Data from: Discovery of a multi-species shark aggregation and parturition area in the Ba Estuary, Fiji Islands

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publicMay 2019View details →
dryad32/100

Data from: Phylogeography of Silver Pheasant (Lophura nycthemera L.) across China: aggregate effects of refugia, introgression and riverine barriers

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publicMar 2013View details →

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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