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556 results for “Meta Data”

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dryad28/100

Data from: Is there a temperate bias in our understanding of how climate change will alter plant-herbivore interactions? A meta-analysis of experimental studies

Climate change can drive major shifts in community composition and interactions between resident species. However, the magnitude of these changes depends on the type of interactions and the biome in which they take place. We review the existing conceptual framework for how climate change will influence tropical plant-herbivore interactions and formalize a similar framework for the temperate zone. We then conduct the first biome-specific tests of how plant-herbivore interactions change in response to climate-driven changes in temperature, precipitation, ambient CO2, and ozone. We used quantitative meta-analysis to compare predicted and observed changes in experimental studies. Empirical studies were heavily biased toward temperate systems, so testing predicted changes in tropical plant-herbivore interactions was virtually impossible. Furthermore, most studies investigated the effects of CO2 with limited plant and herbivore species. Irrespective of location, most studies manipulated only one climate change factor despite the fact that different factors can act in synergy to alter responses of plants and herbivores. Finally, studies of belowground plant-herbivore interactions were also rare; those conducted suggest that climate change could have major effects on belowground subsystems. Our results suggest that there is a disconnection between the growing literature proposing how climate change will influence plant-herbivore interactions and the studies testing these predictions. General conclusions will also be hampered without better integration of above- and belowground systems, assessing the effects of multiple climate change factors simultaneously, and using greater diversity of species in experiments.

opencc-zeroDec 2015View details →
dryad28/100

Data from: Starvation effects on nitrogen and carbon stable isotopes of animals: an insight from meta-analysis of fasting experiments

Nitrogen and carbon stable isotopic compositions (δ15N and δ13C) of consumers have been used for physiological and food web studies. Previous studies have shown δ15N and δ13C values are affected by several biological and environmental factors during starvation, but the generality of the effect of starvation on δ15N and δ13C values has not yet been tested. Here, we performed a meta-analysis to evaluate the effects of starvation on δ15N and δ13C values of consumers, and the underlying factors that may explain the observed variation. The δ15N and δ13C values were calculated as the differences between the final δ15N and δ13C values of consumers (post-starvation) and the pre-starvation values on each experiment. Our meta-analysis showed a large variation in the δ15N and δ13C values of consumers (δ15N range: –0.82 to 4.30‰; mean: 0.47‰ and δ13C range: –1.92 to 2.62‰; mean: 0.01‰). The δ15N values of most consumers increased along the length of the starvation period and were influenced by nitrogen excretion and thermoregulation types, probably because differences in nitrogen metabolism and thermoregulation affect nitrogen processing and excretion rates. None of our predictor variables accounted for the variation in δ13C values, which showed both increases and decreases due to fasting. Our findings suggest that starvation results in changes in consumer δ15N values which are mainly explained by the length of the fasting period and by nitrogen and energy metabolism, but the underlying mechanisms of the starvation effects on δ13C values seem to be more complex than previously thought.

opencc-zeroDec 2016View details →
zenodo28/100

Data of included studies for "Associations between use of macrolide antibiotics during pregnancy and adverse child outcomes: a systematic review and meta-analysis"

<p>Data of included studies for &quot;Associations between use of macrolide antibiotics during pregnancy and adverse child outcomes: a systematic review and meta-analysis&quot;</p>

opencc-by-4.0Dec 2018View details →
zenodo28/100

The data of meta analysis

<p>This is the data of meta analysis</p>

opencc-by-4.0Feb 2023View details →
zenodo28/100

Meta-data of published work titled 'Effect of selection bias on Automatic Colonoscopy Polyp Detection'

<p>Meta-data of published work titled &#39;Effect of selection bias on Automatic Colonoscopy Polyp Detection&#39; includes:</p> <p>1. Gastrolab-Polyp test dataset&nbsp;</p> <p>2. App&nbsp;release of the developed real-time polyp detector&nbsp;</p> <p>3. Meta-data prepared during&nbsp;test set analysis of the developed app and Polyp detector app on Google Store for&nbsp;five existing datasets like Polypgen, Kvasir, and CVC-Clinic, etc.&nbsp;</p> <p>For more details :&nbsp;https://www.sciencedirect.com/science/article/abs/pii/S1746809423003488</p> <p>&nbsp;</p>

opencc-by-4.0Apr 2023View details →
zenodo28/100

Data from Meta-IBD Project, metabarcoding for the diatom trophic indices evaluation, South West France

<p>These data were generated within the framework of the Meta-IBD project, led by the Laboratoires des Pyr&eacute;n&eacute;es et des Landes and financially supported by the Adour Garonne Water Agency, including two scientific partners, Scimabio Interface and Artemis.</p> <p>The objective of the project was to compare the evaluation of diatom trophic indices obtained by the reference method (microscopy) versus the metabarcoding method, at the local scale. This comparison is based on biofilm sampling in southwest France, in the Adour, Nives and Gaves regions, in 2021 and 2022. The project ran from May 2021 to September 2023.</p> <p>The directory contains the following files:</p> <p>756 (378&nbsp;x 2 replicates) samples fastq files&nbsp;(file intituled MetaIBD_Biofilm2021et22_LPL.rar) - contains the 756&nbsp;fastq files from the Laboratoires des Pyr&eacute;n&eacute;es et des Landes sequencing.</p> <p>Metadonnees_MetaIBD_20212022.csv - contains all the data available for each sample corresponding to the names of the sequencing fastq files.</p>

opencc-by-4.0Apr 2023View details →
ClinicalTrials.gov28/100

Initial Severity and Antidepressant Efficacy for Anxiety Disorders: an Individual Patient Data Meta-analysis

ClinicalTrials.gov study NCT02476136. IPD Sharing: NO. Countries: 0. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov28/100

Vitamin D Supplements on Markers for Cardiovascular Disease and Diabetes: an Individual Participant Data Meta-analysis

ClinicalTrials.gov study NCT02551835. IPD Sharing: Not stated. Countries: 0. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov28/100

Statistical Analysis Plan for an Individual Patient Data Meta-analysis of Three, International Trials Comparing Protocolised With Usual Resuscitation in Patients Presenting to the Emergency Department

ClinicalTrials.gov study NCT02030158. IPD Sharing: Not stated. Countries: 0. Publications: 6.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov28/100

Individual Patient Data Meta-analysis of CSII vs. MDI in Type 2 Diabetes

ClinicalTrials.gov study NCT02910141. IPD Sharing: YES. Countries: 0. Publications: 1.

controlledIPD-YESFeb 2026View details →
dryad28/100

Data from: The ontogeny of plant defense and herbivory: characterizing general patterns using meta-analysis

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publicNov 2009View details →
dryad28/100

Data from: Placebo effects in trials evaluating 12 selected minimally invasive interventions: a systematic review and meta-analysis

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publicDec 2014View details →
dryad28/100

Data from: Gonadotropin-releasing hormone antagonists versus standard androgen suppression therapy for advanced prostate cancer: a systematic review with meta-analysis

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publicOct 2015View details →
dryad28/100

Data from: Early rehabilitation to prevent post-intensive care syndrome in critically ill patients: a systematic review and meta-analysis

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publicMar 2018View details →
dryad28/100

Data from: Pervasive and strong effects of plants on soil chemistry: a meta-analysis of individual plant ‘Zinke’ effects

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publicJul 2015View details →
dryad28/100

Data from: Ecological intensification and arbuscular mycorrhizas: a meta-analysis of tillage and cover crop effects

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publicOct 2017View details →
dryad28/100

Data from: Inbreeding depression increases with environmental stress: an experimental study and meta-analysis

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publicAug 2010View details →
dryad28/100

Data from: Are extra-pair males different from cuckolded males? An empirical and meta-analytic examination

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publicFeb 2020View details →
dryad28/100

Data from: A meta-analysis of community response predictability to anthropogenic disturbances.

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publicApr 2012View details →
dryad28/100

Data from: Bottom-up vs. top-down effects on terrestrial insect herbivores: a meta-analysis

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publicOct 2018View 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

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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.