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6,623 results for “generalization”
Minimal dataset for "Insights to HIV-1 coreceptor usage by estimating HLA adaptation with Bayesian generalized linear mixed models"
<p>This repository contains a minimal data set to reproduce all results that don't compromise the privacy concerns for the manuscript "Insights to HIV-1 coreceptor usage by estimating HLA adaptation with Bayesian generalized linear mixed models".<br> <br> The repository contains the following data:</p> <ul> <li>adaptscore_acute.csv <ul> <li>A csv file that contains the estimated adaptation scores for the acute data set with HLA I model.</li> </ul> </li> <li>adaptscore_leftout.csv <ul> <li>A csv file that contains the estimated adaptation scores for the leftout data set with the joint HLA I and HLA II model</li> </ul> </li> <li>adaptscore_training.csv <ul> <li>A csv file that contains the estimated adaptation scores for the traininig data set with the joint HLA I and HLA II model</li> </ul> </li> <li>adaptscore_training_hla1_without_clin.csv <ul> <li>A csv file that contains the estimated adaptation scores for the training data set with the HLA I model (via cross-validation)</li> </ul> </li> <li>adaptscore_training_seed2.csv <ul> <li>A csv file that contains the estimated adaptation scores for the training data set with the joint HLA I and HLA II model via cross-validation with another seed</li> </ul> </li> </ul>
Data for: Presence-absence of marine macrozoobenthos does not generally predict abundance and biomass
<p>This repository contains data for the paper: Bijleveld, A. I. et al. (2018) Presence-absence of marine macrozoobenthos does not generally predict abundance and biomass. Scientific Reports 8, 3039, doi:10.1038/s41598-018-21285-1.</p>
Achnatherum occidentale ssp. occidentale (Poaceae) - whole plant - in flower - general view
Image of Achnatherum occidentale ssp. occidentale (Poaceae) - whole plant - in flower - general view
Ancillary data for article "The general formulation for runoff components estimation and attribution at mean annual time scale"
<p>The mean annual (1960-1990) precipitation and estimated model parameters wetting potential (Wp), vaporization potential (Vp) and upper limit of <span>the portion remaining after precipitation (</span>Up) of 312 catchments over China.</p>
Data for 'Genetic variation in trophic avoidance shows fruit flies are generally attracted to bacterial pathogens'
<p>Raw data dn R code for the analysis of data dn generation of all figures in the above referenced paper. Descriptions of each data file are included wihtin the R script. </p>
Udayagiri (उदयगिरि Madhya Pradesh). General view of Udayagiri.
<p>Udayagiri (उदयगिरि Madhya Pradesh). General view of the twin hills of Udayagiri, from Mojimaṭh, as documented in 2012.</p>
Agriculture - General: Animal Production and Health, Natural Resources and Environment 2
<p>1996-1999, entomofauna inventory in cities and countrysides on 20 different habitats in The Netherlands using pitfalls and sweeping nets Jagers op Akkerhuis G, Dimmers W (2016). Alterra (NL) - Comparison entomofauna in cities en countrysides. Version 1.1. Alterra, Wageningen UR. Occurrence dataset <a href="https://doi.org/10.15468/guxqfv">https://doi.org/10.15468/guxqfv</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health 6
<p>This dataset contains the digitized treatments in Plazi based on the original journal article Viana, Jéssica Herzog, Ribeiro-Costa, Cibele Stramare (2013): Review of the largest species group of the New World seed beetle genus Sennius Bridwell (Coleoptera: Chrysomelidae), with host plant associations. Zootaxa 3736 (5): 501-535, DOI: <a href="http://dx.doi.org/10.11646/">http://dx.doi.org/10.11646/</a></p>
Agriculture - General: Animal Production and Health, Natural Resources and Environment 3
<p>1996-1999, entomofauna inventory in cities and countrysides on 20 different habitats in The Netherlands using pitfalls and sweeping nets Jagers op Akkerhuis G, Dimmers W (2016). Alterra (NL) - Comparison entomofauna in cities en countrysides. Version 1.1. Alterra, Wageningen UR. Occurrence dataset <a href="https://doi.org/10.15468/guxqfv">https://doi.org/10.15468/guxqfv</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health 7
<p>This dataset contains the digitized treatments in Plazi based on the original journal article Johnson, Robert A., Cover, Stefan P. (2015): A taxonomic revision of the seed-harvester ant genus Pogonomyrmex (Hymenoptera: Formicidae) on Hispaniola. Zootaxa 3972 (2): 231-249, DOI: <a href="http://dx.doi.org/10.11646/">http://dx.doi.org/10.11646/</a></p>
Agriculture - General: biological diversity 6
<p>A database of tree of biological, cultural, ecological or historical interest because of their age, size or condition. National Biodiversity Data Centre (2016). Heritage Trees of Ireland. Occurrence dataset <a href="https://doi.org/10.15468/9athfc">https://doi.org/10.15468/9athfc</a> accessed via GBIF.org</p>
Agriculture - General: biological diversity 4
<p>The records in this dataset are general marine and coastal records of different taxonomic groups submitted to the National Biodiversity Data Centre. National Biodiversity Data Centre (2018). Coastal and Marine Species Database. Occurrence dataset <a href="https://doi.org/10.15468/oynwkx">https://doi.org/10.15468/oynwkx</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health, Natural Resources and Environment
<p>1996 till 2000, entomofauna inventory on clay digged off riversides and on reference site in The Netherlands using pyramidtraps Faber J, Dimmers W (2016). Alterra (NL) - Entomofauna inventory in riverside grasslands. Version 1.1. Alterra, Wageningen UR. Occurrence dataset <a href="https://doi.org/10.15468/hlhr1r">https://doi.org/10.15468/hlhr1r</a> accessed via GBIF.org</p>
Agriculture - General: biological diversity 3
<p>Data on the distribution of Irish CWR species. Data on key ITPGRA species were compiled in 2010 from the National Parks and Wildlife Service, the National Herbarium, and the National Vegetation Database. The database also includes recent CWR data collected under projects funded by DAFM (Genetic Heritage Ireland 2009-2010; and the National Biodiversity Data Centre 2011 & 2012). National Biodiversity Data Centre (2016). Irish Crop Wild Relative Database. Occurrence dataset <a href="https://doi.org/10.15468/lohime">https://doi.org/10.15468/lohime</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health, Natural Resources and Environment 7
<p>Spring 2010 and Summer 2011, microarthropod fauna inventory for foodweb analysis in five European countries using soil cores and tullgren extraction</p> <p>Bloem J, Dimmers W (2016). Alterra (NL) - Microarthropods inventory in European countries. Version 1.1. Alterra, Wageningen UR. Occurrence dataset <a href="https://doi.org/10.15468/zkqto2">https://doi.org/10.15468/zkqto2</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health 5
<p>This dataset contains the digitized treatments in Plazi based on the original journal article Michelsen, Verner (2012): Revision of the European Delia pruinosa species group (Diptera: Anthomyiidae) feeding as larvae in seed capsules of Silene L. (Caryophyllaceae). Zootaxa 3434: 31-48, DOI: 10.5281/zenodo.282060</p>
Agriculture - General: biological diversity
<p>The records in this dataset are general records of different taxonomic groups submitted to the National Biodiversity Data Centre. This provides a temporary facility to store and make available data submitted to the Centre, until such time as subsets of the data can be added to a recognised national database. National Biodiversity Data Centre (2016). General Biodiversity Records from Ireland. Occurrence dataset <a href="https://doi.org/10.15468/w8q1jm">https://doi.org/10.15468/w8q1jm</a> accessed via GBIF.org</p>
Agriculture - General 4
<p>Witt A, Beale T (2018). CABI Africa Invasive and Alien Species data. CABI (Centre for Agriculture and Biosciences International). Occurrence dataset <a href="https://doi.org/10.15468/pkgevu">https://doi.org/10.15468/pkgevu</a> accessed via GBIF.org</p>
Agriculture - General: Animal Production and Health 4
<p>This dataset contains the digitized treatments in Plazi based on the original journal article Yus-Ramos, Rafael, Ventura, Daniel, Bensusan, Keith, Coello-García, Pedro, György, Zoltán, Stojanova, Anelia (2014): Alien seed beetles (Coleoptera: Chrysomelidae: Bruchinae) in Europe. Zootaxa 3826 (3): 401-448, DOI: <a href="http://dx.doi.org/10.11646/">http://dx.doi.org/10.11646/</a>...</p> <p>Stojanova A (2013). Alien seed beetles (Coleoptera: Chrysomelidae: Bruchinae) in Europe. Plazi.org taxonomic treatments database. Checklist dataset <a href="https://doi.org/10.11646/zoot">https://doi.org/10.11646/zoot</a>... accessed via GBIF.org</p>
Agriculture - General
<p>CABI (Centre for Agriculture and Biosciences International). CABI Bioscience Nematode Collection. Occurrence dataset <a href="https://doi.org/10.15468/bdayzp">https://doi.org/10.15468/bdayzp</a> accessed via GBIF.org</p>
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.