cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14293117
title: Repository of posterior distributions from Bayesian benchmark dose analysis

description: This repository contains posterior distributions for all model parameters obtained from analysis of continuous and quantal dose-response studies.

The attached repositories contain the following variables:




Variable
Description


dataID
unique identifier for each dataset


Compound
compound investigated


CASnr
CAS number of the compound investigated


Endpoint
endpoint investigated


Species
animal species investigated


Strain
animal strain investigated


Sex
animal sex investigated


Model
16 models for continuous endpoints, 8 models for quantal endpoints; MA = model-averaged; N = normal distribution; LN = lognormal distribution


Parameter
bmd, d, mu_0, mu_inf, sigma^2


Weight
weight for the corresponding model, as used in model averaging


bf.model
Bayes factor of the model compared to the saturated model; only given if Weight > 0


AnalysisRun
indicator whether the analysis was run


Monotone
indicator whether the data are monotone


DR.effect
Bayes factor for dose-response test


Suitable
indicator whether the data are suitable for analysis


min.samplesize
minimum dose-specific sample size of the dataset


max.samplesize
maximum dose-specific sample size of the dataset


NDose
number of dose groups in the dataset


Q1-Q1000
quantiles of the posterior distribution


source
source from which the dataset was obtained


source_ID
unique identifier for each dataset by source




The repository for continuous endpoints has the following additional variables:




Variable
Description


const.var.p
p-value of Bartlett test for constant variance


const.cv.p
p-value of Bartlett test for constant coefficient of variation (i.e. constant variance on log-scale)


norm.p
p-value of Shapiro-Wilks test for normality


lognorm.p
p-value of Shapiro-Wilks test for lognormality
description: BE; RData; cecile.kremer@uhasselt.be
DOI: 10.5281/zenodo.13692019
title: Repository of posterior distributions from Bayesian benchmark dose analysis

description: This repository contains posterior distributions for all model parameters obtained from analysis of continuous and quantal dose-response studies.

The attached repositories contain the following variables:




Variable
Description


dataID
unique identifier for each dataset


Compound
compound investigated


CASnr
CAS number of the compound investigated


Endpoint
endpoint investigated


Species
animal species investigated


Strain
animal strain investigated


Sex
animal sex investigated


Model
16 models for continuous endpoints, 8 models for quantal endpoints; MA = model-averaged; N = normal distribution; LN = lognormal distribution


Parameter
bmd, d, mu_0, mu_inf, sigma^2


Weight
weight for the corresponding model, as used in model averaging


bf.model
Bayes factor of the model compared to the saturated model; only given if Weight > 0


AnalysisRun
indicator whether the analysis was run


Monotone
indicator whether the data are monotone


DR.effect
Bayes factor for dose-response test


Suitable
indicator whether the data are suitable for analysis


min.samplesize
minimum dose-specific sample size of the dataset


max.samplesize
maximum dose-specific sample size of the dataset


NDose
number of dose groups in the dataset


Q1-Q1000
quantiles of the posterior distribution


source
source from which the dataset was obtained


source_ID
unique identifier for each dataset by source




The repository for continuous endpoints has the following additional variables:




Variable
Description


const.var.p
p-value of Bartlett test for constant variance


const.cv.p
p-value of Bartlett test for constant coefficient of variation (i.e. constant variance on log-scale)


norm.p
p-value of Shapiro-Wilks test for normality


lognorm.p
p-value of Shapiro-Wilks test for lognormality
description: BE; RData; cecile.kremer@uhasselt.be
DOI: 10.15468/dl.24kqpj
title: Occurrence Download

description: A dataset containing 558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Arborophila ardens"
 ]
}

 The dataset includes 558 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017802-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30540722.v1
title: R​iskGNet data

description: This section contains the data used by RiskGNet, including four human cancer datasets and a corn oil dataset. Detailed source information for this data can be found in Table 1 of the supplementary materials.
DOI: 10.15468/dl.w3mnc7
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithophyllum byssoides"
 ]
}

 The dataset includes 1136 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017803-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja3n45
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((4.638393941004779 52.02513959555366, 4.637989658394536 52.02776974667936, 4.636761218871111 52.03030069432207, 4.634755711394459 52.03263515209576, 4.632050126297602 52.03468337273218, 4.6287484088203215 52.036366602401635, 4.624977468966258 52.03762011355294, 4.620882300344286 52.03839569875075, 4.616620396192007 52.03866352869957, 4.612355678990784 52.03841330222209, 4.608252179699674 52.037654643441385, 4.6044677127636335 52.03641673070323, 4.601147793222359 52.03474717168607, 4.598420032452604 52.03271016847401, 4.596389229769924 52.03038404392956, 4.595133349178169 52.027858225398596, 4.594700535243461 52.02522980263524, 4.5951072809393 52.02259979305101, 4.596337815123687 52.02006925836654, 4.598344729943567 52.01773542209866, 4.601050820810629 52.01568793689705, 4.6043520654860846 52.01400544462807, 4.608121625945995 52.01275256058044, 4.612214718581706 52.011977396718606, 4.616474166205737 52.01170971819348, 4.6207364203209735 52.01195980312945, 4.624837824950951 52.012718048951896, 4.628620884543924 52.0139553401842, 4.631940298315381 52.01562416376653, 4.634668531887357 52.0176604295781, 4.636700713964357 52.01998592701893, 4.6379586705422176 52.022511324213994, 4.638393941004779 52.02513959555366))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 590 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017809-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egqhge
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((5.46282785431565 51.912313561355916, 5.4624718151451574 51.914946504580215, 5.461291918954421 51.917485888951056, 5.459333388092308 51.91983410468048, 5.456671405409858 51.92190087635933, 5.453408237588741 51.92360673748725, 5.4496693099524105 51.92488609066421, 5.44559838285649 51.925689734876265, 5.441352015569196 51.92598676177566, 5.437093532141461 51.925765747242494, 5.432986723845196 51.92503519186103, 5.429189533411804 51.923823193162335, 5.4258479670396325 51.92217636239378, 5.423090470925495 51.920158027970885, 5.421022990335794 51.917845795460494, 5.419724901824329 51.9153285588302, 5.419245974360083 51.91270307879673, 5.419604474385954 51.91007026060401, 5.420786484937193 51.90753127484533, 5.422746461772755 51.905183670623536, 5.425409001905216 51.903117630251344, 5.428671753786119 51.901412508894275, 5.432409355415043 51.90013379132892, 5.436478248308944 51.899330581803184, 5.44072218288844 51.8990337224877, 5.444978205460402 51.899254611989264, 5.44908289939598 51.89998476875851, 5.452878643856063 51.90119615594952, 5.456219652778601 51.90284225541142, 5.458977564833354 51.90485985006349, 5.4610463714306405 51.90717144696229, 5.462346494143987 51.90968824890634, 5.46282785431565 51.912313561355916))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 151 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017810-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apen8x
title: Occurrence Download

description: A dataset containing 22817 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Floristische Kartierung Österreichs - Mapping the Flora of Austria"
 ]
}

 The dataset includes 22817 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017812-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.i3eojh9q
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (47 records)
DOI: 10.15468/dl.q8t56r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lineus indicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017813-251025141854904/datasets/export for details.
DOI: 10.15468/dl.v4zbg9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sternaspis chinensis"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017815-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhbm4q
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "Geometry POLYGON((-2.30458 36.58627,4.98913 36.58627,4.98913 42.10038,-2.30458 42.10038,-2.30458 36.58627))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophocladia lallemandii"
 ]
}

 The dataset includes 230 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017819-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzpfhv
title: Occurrence Download

description: A dataset containing 5301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence)",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara"
 ]
}

 The dataset includes 5301 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017820-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bupt7k
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Living Specimen)",
 "Country is Rwanda",
 "GadmGid is RWA.2.2.12_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 149 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017822-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urnegb
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Living Specimen)",
 "Country is Rwanda",
 "GadmGid is RWA.2.2.12_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 149 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017821-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17207246
title: Promoting sustainable talent management practices by digital media : Corporate social responsibility Perspectives
DOI: 10.5281/zenodo.17207245
title: Promoting sustainable talent management practices by digital media : Corporate social responsibility Perspectives
DOI: 10.15468/dl.rj8d7v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lineus lacticapitatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017823-251025141854904/datasets/export for details.
DOI: 10.15468/dl.8zcsju
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax lessonae",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017825-251025141854904/datasets/export for details.
DOI: 10.6084/m9.figshare.29517524
title: <b>Bourne </b><b><i>et al., </i></b><b>Aphid parasitism alters induced plant responses allowing a hyperparasitoid to locate its hidden parasitoid host. </b>Annotated EPG files from the electropenetrography (EPG) experiment to study the feeding behaviour of (parasitised) aphids as depicted in Figure 6.

description: To investigate the feeding behaviour of (un)parasitised B. brassicae and M. persicae aphids, the electrical penetration graph (EPG) technique was employed. In short, a golden wire (18 μm diameter and 1.5 ± 0.5 cm in length) was gently attached to the dorsum of apterous aphid adults using water-based silver glue, aphids were tethered to the 2nd true leaf of a Kimmeridge plant, and an electrode was placed in the potting soil of the plant. This was placed in a Faraday cage to reduce electrical noise. The voltage fluctuations produced during aphid feeding were amplified using Direct Current Giga-8 systems (http://www.epgsystems.eu), recorded for eight hours with the EPG Stylet+ software (www.epgsystems.eu), the corresponding feeding behaviour was annotated according to their waveform patterns, and data were analysed with calculated using R with the adaptations that non-existing waveforms were assigned as zero values for total duration and as missing values for mean values. Behaviours that were interrupted by the end of a recording were included in the analyses. Each replicate was obtained by one aphid feeding on one plant. Preparing aphid treatments for EPG To obtain parasitised aphids (Bb.par and Mp.par) for the EPG experiment, 5-10 apterous aphids, a Kimmeridge leaf, and 2-5 mated parasitoid females were released inside a Petri dish, in line with previous experiments, we used D. rapae for B. brassicae aphids and A. colemani for M. persicae aphids .After observing a successful event of parasitism, the parasitised aphid was transferred to a Kimmeridge plant and kept there for 96 hours prior to the recordings. For the control group, aphid adults were picked from the same batch as parasitised aphids but directly placed on Kimmeridge plants until recording.
DOI: 10.6084/m9.figshare.29517524.v1
title: <b>Bourne </b><b><i>et al., </i></b><b>Aphid parasitism alters induced plant responses allowing a hyperparasitoid to locate its hidden parasitoid host. </b>Annotated EPG files from the electropenetrography (EPG) experiment to study the feeding behaviour of (parasitised) aphids as depicted in Figure 6.

description: To investigate the feeding behaviour of (un)parasitised B. brassicae and M. persicae aphids, the electrical penetration graph (EPG) technique was employed. In short, a golden wire (18 μm diameter and 1.5 ± 0.5 cm in length) was gently attached to the dorsum of apterous aphid adults using water-based silver glue, aphids were tethered to the 2nd true leaf of a Kimmeridge plant, and an electrode was placed in the potting soil of the plant. This was placed in a Faraday cage to reduce electrical noise. The voltage fluctuations produced during aphid feeding were amplified using Direct Current Giga-8 systems (http://www.epgsystems.eu), recorded for eight hours with the EPG Stylet+ software (www.epgsystems.eu), the corresponding feeding behaviour was annotated according to their waveform patterns, and data were analysed with calculated using R with the adaptations that non-existing waveforms were assigned as zero values for total duration and as missing values for mean values. Behaviours that were interrupted by the end of a recording were included in the analyses. Each replicate was obtained by one aphid feeding on one plant. Preparing aphid treatments for EPG To obtain parasitised aphids (Bb.par and Mp.par) for the EPG experiment, 5-10 apterous aphids, a Kimmeridge leaf, and 2-5 mated parasitoid females were released inside a Petri dish, in line with previous experiments, we used D. rapae for B. brassicae aphids and A. colemani for M. persicae aphids .After observing a successful event of parasitism, the parasitised aphid was transferred to a Kimmeridge plant and kept there for 96 hours prior to the recordings. For the control group, aphid adults were picked from the same batch as parasitised aphids but directly placed on Kimmeridge plants until recording.
DOI: 10.15468/dl.wey8ax
title: Occurrence Download

description: A dataset containing 5799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suberites ficus"
 ]
}

 The dataset includes 5799 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017826-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gvq3u
title: Occurrence Download

description: A dataset containing 3538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Occurrence evidence)",
 "DatasetKey is one of (The New York Botanical Garden Herbarium (NY), Vascular Plant Specimens of the RYU Herbarium (Faculty of Science, University of the Ryukyus), Botanical Research Institute of Texas, Philecology Herbarium, 2023 Contributions of Plant Specimen Data inside China, Royal Botanic Gardens, Kew - Herbarium Specimens, Pl@ntNet observations, Tree survey in the tropical forest of Pasoh Forest Reserve, Malaysia from 2016 to 2018, Pl@ntNet automatically identified occurrences, Naturalis Biodiversity Center (NL) - Botany, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((90 -10,125 -10,125 35,90 35,90 -10))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lecythidaceae",
 "Year 1850-2025"
 ]
}

 The dataset includes 3538 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017824-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/vxmv-vs82
title: "KuaiRec: A Fully-Observed Dataset and Insights for Evaluating Recommender Systems"

description: "KuaiRec is a real-world dataset collected from the recommendation logs of the video-sharing mobile app Kuaishou. For now, it is the first dataset that contains a fully observed user-item interaction matrix. For the term \u201cfully observed\u201d, we mean there are almost no missing values in the user-item matrix, i.e., each user has viewed each video and then left feedback."
DOI: 10.15468/dl.5z6tz9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lineus mascarensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017827-251025141854904/datasets/export for details.
DOI: 10.15468/dl.vqezrz
title: Occurrence Download

description: A dataset containing 57515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia capillaris, Angelica sinensis, Codonopsis pilosula, Conioselinum anthriscoides, Hansenia weberbaueriana, Hansenia forbesii, Dictamnus dasycarpus, Lepidium apetalum, Rubia cordifolia, Angelica dahurica, Lycopodium japonicum, Scutellaria baicalensis, Ephedra equisetina, Rheum tanguticum, Rheum officinale, Trollius chinensis, Piper longum, Sigesbeckia pubescens, Sigesbeckia glabrescens, Clematis chinensis, Clematis hexapetala, Cuscuta chinensis, Cuscuta australis, Pulsatilla chinensis, Polygonatum sibiricum, Polygonatum kingianum, Polygonatum cyrtonema)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 57515 records from 639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017791-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30344896
title: Magnetic order in pulsed laser deposited (Fe,Ni)5GeTe2 films

description: Supplementary material
DOI: 10.60893/figshare.apl.30344896.v1
title: Magnetic order in pulsed laser deposited (Fe,Ni)5GeTe2 films

description: Supplementary material