cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11918373.v2
title: Improving Reverse Correlation

description: Research using reverse correlation paradigms has become frequent over the last decade. In this paradigm, participants choose between a large number of image pairs, according to a prompt (e.g., “please choose the face that most resembles a trustworthy face”). The image pairs are generated by imposing random noise on the pixels that make up the image of a base face. The patterns of choices by participants are then used to compute an “average” matrix of noise pixels that, when imposed onto the base face, reflect an underlying shared mental construct of the “face” of the attribute. However, examinations of the reliability and validity of this approach remain rare. In the present paper, we examine the effects of filtering out data from individual participants or trials to increase the signal-to-noise ratio of composite images. We focus on order effects of trials, compliance and reliability effects, as well as the diagnostic quality of image pairs. We present different diagnostic methods to examine these three aspects using data from six reverse correlation studies conducted both in-lab and online with diverse samples (i.e., from Burkina Faso, Germany, and the U.S.) using two different base faces (i.e., Black and White). For each of the six studies, we compare the composite images of the complete sample to composite images that exclude non-complier respondents or non-diagnostic image pairs. Our R scripts are publicly available for easy implementation of our suggestions in related research.
DOI: 10.6084/m9.figshare.3761562.v1405
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1404
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.11688087.v1
title: CY-FastQ-R1andR2

description: The dataset is from a metabarcoding project on sediment samples from Lake Constance, Germany. The file corresponds to forward and reverse sequences representing Cyanobacteria.
DOI: 10.6084/m9.figshare.11688237.v1
title: ME-FastQ-R1andR2

description: The dataset is from a metabarcoding project on sediment samples from Lake Constance, Germany. The file corresponds to forward and reverse sequences representing Microbial ecology.
DOI: 10.6084/m9.figshare.11932740.v1
title: Local abundance is largely unrelated to coarse-grain distribution and climatic niches in European plants - Supporting Inormation

description: <b>Aim:</b> Macroecology and species distribution modelling often assume links between fine-grain (local) abundance and coarse-grain geographic distribution and/or climatic niche. However, we lack empirical knowledge of how spatial patterns of local abundance are related to coarse-grain distribution. Here we investigate this cross-scale transferability assumption by testing for three macroecological relationships: (1) the abundance-range-size relationship, (2) the abundance-centre-relationship, and (3) the abundance-suitability relationship. <b>Location: </b>Europe <b>Taxon: </b>Vascular plants <b>Methods: </b>Distribution range maps of 517 vascular plant species from the Chorological Database Halle were used to capture Europe-wide geographic ranges and derive climatic niches of these species. We used data from 744,513 vegetation plots from the European Vegetation Archive where local species abundance was measured as plant cover per plot. Centrality was calculated per species for each plot in geographic and climatic space. Climatic suitability at plot locations was predicted from coarse-grain species distribution models (SDMs). The general relationship between centrality and climatic suitability with abundance was tested with linear models. Quantile regression was used to examine the relationships of centrality and climatic suitability to upper limits of abundance. We summarized the overall trend across species slopes from linear models and quantile regression using a meta-analytical approach. <b>Results:</b> We did not find support for a positive relationship between mean local abundance and coarse-grain range or niche size. Significant positive correlations of abundance with centrality and climatic suitability in both the geographic and climatic space were as common as significant correlations in the opposite direction. <b>Main conclusions: </b>Finding no unequivocal support for any of the tested relationships, our results show that coarse-grain distribution properties might be of limited use for predicting local abundance. We conclude that environmental factors influencing individual performance measured as local cover-abundance likely differ from drivers of coarse-grain occurrence patterns. Current SDM approaches seem to be not directly transferable to local plant species abundance and performance.<br><b>The here provided excel-file contains all information to reproduce the results. Detailed description on the data is given in the metadata. </b>
DOI: 10.6084/m9.figshare.3761562.v1408
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1407
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.11931666.v1
title: Dual voltage-calcium optical mapping in cardiac slice of Sham C57 murine for TAC

description: Raw data of dual voltage-calcium optical mapping in cardiac slice of Sham C57 murine. The heart was transectioned into 300-µm thick slices from apex to base. 14 slices were collected from slice1 (apex) to slice 15 (base). We recorded Vm and CaT signals at 2-, 4-, 8- ,and 16- Hz pacing; the interval was 3.0 ms and the voltage was 15 V.
DOI: 10.6084/m9.figshare.3761562.v1411
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1410
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.11954514.v1
title: Plos data submitted for research article "Spatial Complexity Facilitates Ordinal Mapping with a Novel Symbol Set"

description: Plos data submitted for research article "Spatial Complexity Facilitates Ordinal Mapping with a Novel Symbol Set" (Experiments 1 and 2 .mat files)
DOI: 10.6084/m9.figshare.11955108.v1
title: Source Data file for "Genome-wide Analysis Reveals Important Contribution of Immune System Pathways to the Genetic Architecture of Asthma"

description: This is the Source Data file for the manuscript entitled "Genome-wide Analysis Reveals Important Contribution of Immune System Pathways to the Genetic Architecture of Asthma" by Yi Han et al.
DOI: 10.6084/m9.figshare.11860431.v2
title: Gingival Crevicular Fluid Proteome for Root Resorption Early Marker

description: Raw data from Orbitrap LC-MS/MS analysis, analysis data from statistical test and <i>in-silico</i> analysis.
DOI: 10.6084/m9.figshare.11860431.v1
title: Gingival Crevicular Fluid Proteome for Root Resorption Early Marker

description: Raw data from Orbitrap LC-MS/MS analysis, analysis data from statistical test and <i>in-silico</i> analysis.
DOI: 10.6084/m9.figshare.1217504.v1
title: Set of anatomical MRI brain scans of a single subject

description: T1, T2, T2* and FLAIR brain scans of a single subject obtained on a 3T scanner. The subject (coincidentally also the author of this dataset) is was a 29 years old healthy male.
DOI: 10.6084/m9.figshare.11977635.v1
title: Antiviral

description: Antiviral in TXT format<br>
DOI: 10.6084/m9.figshare.8239667.v1
title: Telemetry of the lizard species Gambelia sila at Carrizo Plain National Monument

description: At Carrizo National Monument, California, USA (35.1914<sup>0</sup>N, 119.7929<sup>0</sup>W) within the San Joaquin Desert, a 5 km<sup>2 </sup>was identified for ecological research. This site was comprised of a foundation shrub species Mormon tea, <i>Ephedra californica</i>, other mixed annual and perennial vegetation, and was occupied by the blunt-nosed leopard lizard, <i>Gambelia sila</i>. For three years from 2016-2018, up to 30 individual lizards were tracked using telemetry each summer when this species was primarily active. Small VHF radio transmitters were attached to individuals (Holohil model BD‐2, frequency 151–152 MHz) and were relocated using a 3‐element Yagi antenna with a Model R‐100 telemetry receiver (Communications Specialists, Inc., Orange, CA, USA). Each instance was geotagged to within 5m, and specific ecological elements of habitat including shrub or open canopy microsites and micro-topography were recorded. A total of 3553 relocations were recorded, and only 6 outlier relocation data points outside the 5km<sup>2 </sup>study area were excluded. At each sampling instance, the association of the individual animal was also coded as shrub or open defined as within 5 m of a visible shrub estimated using a laser rangefinder - Bushnell Outdoor Products, Overland Park, KS, USA and as above or belowground.
DOI: 10.6084/m9.figshare.3761562.v1419
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1418
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.11651772.v2
title: Supplementary materials: Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats. PART 1

description: Part 1 of supplementary materials of the paper "Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats". The data contains raw acoustic data, individual's metadata and outputs of model selection procedures and model parameter estimations. <br>
DOI: 10.6084/m9.figshare.11651772.v1
title: Supplementary materials: Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats. PART 1

description: Part 1 of supplementary materials of the paper "Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats". The data contains raw acoustic data, individual's metadata and outputs of model selection procedures and model parameter estimations. <br>
DOI: 10.6084/m9.figshare.3761562.v1426
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1425
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.12014514.v1
title: Tell Iztabba (Beth Shean) magnetic data

description: This data was collected during the 2019 campaign of the German-Israeli Tell Iztabba Project (Universities of Münster and Tel Aviv)<br>Geophysical prospections were undertaken by Eastern Atlas, Berlin
DOI: 10.6084/m9.figshare.6741422.v5
title: COCI CSV dataset of all the citation data

description: This dataset contains all the citation data (in CSV format) included in COCI, released on the 23rd of March 2020. In particular, each line of the CSV file defines a citation, and includes the following information:<b>[field "oci"]</b> the Open Citation Identifier (OCI) for the citation;<b>[field "citing"]</b> the DOI of the citing entity;<b>[field "cited"]</b> the DOI of the cited entity;<b>[field "creation"]</b> the creation date of the citation (i.e. the publication date of the citing entity);<b>[field "timespan"]</b> the time span of the citation (i.e. the interval between the publication date of the cited entity and the publication date of the citing entity);<b>[field "journal_sc"]</b> it records whether the citation is a journal self-citations (i.e. the citing and the cited entities are published in the same journal);<b>[field "author_sc"]</b> it records whether the citation is an author self-citation (i.e. the citing and the cited entities have at least one author in common).<br>This version of the dataset contains:<br>655,602,113 citations;55,622,845 bibliographic resources.The size of the zipped archive is 15.7 GB, while the size of the unzipped CSV file is 106 GB.<br>Additional information about COCI can be retrieved in the official webpage.<br>
DOI: 10.6084/m9.figshare.6741422.v4
title: COCI CSV dataset of all the citation data

description: This dataset contains all the citation data (in CSV format) included in COCI, released on the 21st of January 2020. In particular, each line of the CSV file defines a citation, and includes the following information:<b>[field "oci"]</b> the Open Citation Identifier (OCI) for the citation;<b>[field "citing"]</b> the DOI of the citing entity;<b>[field "cited"]</b> the DOI of the cited entity;<b>[field "creation"]</b> the creation date of the citation (i.e. the publication date of the citing entity);<b>[field "timespan"]</b> the time span of the citation (i.e. the interval between the publication date of the cited entity and the publication date of the citing entity);<b>[field "journal_sc"]</b> it records whether the citation is a journal self-citations (i.e. the citing and the cited entities are published in the same journal);<b>[field "author_sc"]</b> it records whether the citation is an author self-citation (i.e. the citing and the cited entities have at least one author in common).<br>This version of the dataset contains:<br>624,183,532 citations;53,464,457 bibliographic resources.The size of the zipped archive is 15 GB, while the size of the unzipped CSV file is 98 GB.<br>Additional information about COCI can be retrieved in the official webpage.<br>
DOI: 10.6084/m9.figshare.6741425.v5
title: COCI N-Triples dataset of all the citation data

description: This dataset contains all the citation data (in N-Triples format) included in COCI, released on the 23rd of March 2020. In particular, any citation in the dataset, defined as an individual of the class <i>cito:Citation</i>, includes the following information:<b>[citation IRI]</b> the Open Citation Identifier (OCI) for the citation, defined in the final part of the URL identifying the citation (https://w3id.org/oc/index/coci/ci/[OCI]);<b>[property "cito:hasCitingEntity"]</b> the citing entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitedEntity"]</b> the cited entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitationCreationDate"]</b> the creation date of the citation (i.e. the publication date of the citing entity);<b>[property "cito:hasCitationTimeSpan"]</b> the time span of the citation (i.e. the interval between the publication date of the cited entity and the publication date of the citing entity);<b>[type "cito:JournalSelfCitation"]</b> it records whether the citation is a journal self-citations (i.e. the citing and the cited entities are published in the same journal);<b>[type "cito:AuthorSelfCitation"]</b> it records whether the citation is an author self-citation (i.e. the citing and the cited entities have at least one author in common).This version of the dataset contains:<br>655,602,113 citations;55,622,845 bibliographic resources.The size of the zipped archive is 31.7 GB, while the size of the unzipped N-Triples file is 697 GB.<br>Additional information about COCI can be retrieved in the official webpage and in the introductory blog post in the OpenCitations blog.<br>
DOI: 10.6084/m9.figshare.6741425.v4
title: COCI N-Triples dataset of all the citation data

description: This dataset contains all the citation data (in N-Triples format) included in COCI, released on the 21st of January 2020. In particular, any citation in the dataset, defined as an individual of the class <i>cito:Citation</i>, includes the following information:<b>[citation IRI]</b> the Open Citation Identifier (OCI) for the citation, defined in the final part of the URL identifying the citation (https://w3id.org/oc/index/coci/ci/[OCI]);<b>[property "cito:hasCitingEntity"]</b> the citing entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitedEntity"]</b> the cited entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitationCreationDate"]</b> the creation date of the citation (i.e. the publication date of the citing entity);<b>[property "cito:hasCitationTimeSpan"]</b> the time span of the citation (i.e. the interval between the publication date of the cited entity and the publication date of the citing entity);<b>[type "cito:JournalSelfCitation"]</b> it records whether the citation is a journal self-citations (i.e. the citing and the cited entities are published in the same journal);<b>[type "cito:AuthorSelfCitation"]</b> it records whether the citation is an author self-citation (i.e. the citing and the cited entities have at least one author in common).This version of the dataset contains:<br>624,183,532 citations;53,464,457 bibliographic resources.The size of the zipped archive is 29.6 GB, while the size of the unzipped N-Triples file is 665 GB.<br>Additional information about COCI can be retrieved in the official webpage and in the introductory blog post in the OpenCitations blog.<br>
DOI: 10.6084/m9.figshare.12021156.v2
title: rdf2pg experimental datasets

description: RDF Datasets used in the rdf2pg paper
DOI: 10.6084/m9.figshare.12021156.v1
title: rdf2pg experimental datasets

description: RDF Datasets used in the rdf2pg paper
DOI: 10.6084/m9.figshare.3761562.v1430
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1429
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.12021156.v4
title: rdf2pg experimental datasets

description: RDF Datasets used in the rdf2pg paper, and the corresponding YARS-PG files.
DOI: 10.6084/m9.figshare.12021156.v3
title: rdf2pg experimental datasets

description: RDF Datasets used in the rdf2pg paper
DOI: 10.6084/m9.figshare.11770938.v7
title: Supplementary materials: Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats. PART 2

description: Part 2 of supplementary materials of the paper "Ontogeny of an interactive call-and-response system in Spix’s disc-winged bats". The data contains raw acoustic data, individual's metadata and outputs of model selection procedures and model parameter estimations.
DOI: 10.6084/m9.figshare.3761562.v1433
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.3761562.v1432
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.9820961.v2
title: Stein et al. 2020 Dataset

description: Original research data used in the publication of Stein et al. 2020.
DOI: 10.6084/m9.figshare.9820961.v1
title: Stein et al. 2020 Dataset

description: Original research data used in the publication of Stein et al. 2020.
DOI: 10.6084/m9.figshare.8273693.v1
title: Activity

description: Male and female mice fed with 5 weeks of LF/HF diet.
DOI: 10.6084/m9.figshare.8273687.v1
title: CLAMS

description: Data for energy expenditure and respiratory exchange ratio
DOI: 10.48370/ofd/onycak
title: Phanerochaete sanguinea (Fr.) Pouzar., 2430

description: Fungarium Makromycetes
DOI: 10.6084/m9.figshare.2010249.v2
title: Restoring functionally diverse communities enhances invasion resistance in a freshwater wetland

description: 1. Understanding how plant communities reassemble is particularly relevant when invaders are part of the species pool and can compromise restoration or conservation goals. If initial species composition has a lasting impact on community dynamics, it may be possible to enhance biotic resistance to invasion, particularly through diversity effects, by manipulating early community composition. Diversity effects have been investigated much less in wetlands than in uplands.2. We conducted a large plant community restoration experiment in a freshwater wetland to investigate species and functional diversity effects on biotic resistance to invasion during early community assembly. The wetland was under propagule pressure mostly from Phragmites australis (common reed), but all species not sown in this experiment that established in the plots were treated as ‘invaders’, whether exotic or native. We used a two-step model selection approach and a diversity-interaction model framework to test hypotheses about the contribution to invasion success of abiotic conditions, species richness, as well as functional group richness, identity and pairwise interactions, providing a rare test of diversity effect against multiple invaders in wetlands.3. Twenty species invaded the plots. They were grouped for analysis to evaluate the overall resistance of resident communities. The three main invaders, P. australis and two native taxa (Salix spp., Populus deltoides), were also analysed separately. Diversity–interaction models revealed invader–specific responses. Functional group identity determined resistance to P. australis, whereas pairwise interactions between functional groups explained resistance to Salix spp. Both effects were retained when grouping all invaders. Resistance to P. deltoides was determined by abiotic conditions.4. The contribution of specific functional groups varied with invader. Annuals and clonal perennials explained resistance to P. australis, suggesting priority and limiting similarity effects. Interactions, when significant, mostly included fast-growing annuals. When considering all invaders, identity effects were detected for all functional groups.5. Synthesis. Diversity effects on invasion resistance vary with invaders in early assembly of restored wetland communities. Restoring functionally diverse communities provides resistance against multiple invaders. Consistent responses between this field experiment and previous pot experiments with the same species suggest that results are robust enough to inform management.<br>