cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8164531
title: Reference datasets for consistency tests of GENAPOPOP 1.0 software: a user-friendly software to analyse genetic diversity and structure in partially clonal and selfed polyploid organisms.

description: Datasets companion of the manuscript entitled GenAPoPop 1.0: a user-friendly software to analyse genetic diversity and structure in partially clonal and selfed polyploid organisms, used to achieve consistency test with Spagedi 1.5 software, and used as reference datasets to demonstrate the new possibilities allowed by GenAPoPop software. Raw datasets used for testing GenAPoPop 1.0, A user-friendly software for easily compute genetic analyses of autopolyploid populations packaged for Linux, MacOS and Windows; Results obtained from Spagedi 1.5 (Hardy & Vekemans 2001) and GenAPoPop1.0. Four pseudo-observed genotyping autotetrapolyploid SNP datasets, corresponding respectively to panmictic (A), highly clonal (B), highly selfed (C) and half-clonal-half-selfed (D) reproductive mode scenario. In all these four scenarios, we simulated two populations of 100 individuals each, connected with a migration rate of 0.01 and mutating at a rate of 0.01, genotyped at 10 SNPs. Datasets were recorded 1000 generations after an initial randomly drawing population with equal allele frequencies. One SNP tetraploid genotyping dataset from two French <em>Ludwigia grandiflora subsp. hexapetala</em> populations (aquatic plant from the Angiosperm clade): two populations in which we collected 75 individuals, each genotyped with 36 SNPs using the Hiplex method allowing confident allele dosage (Delord et al. 2018). One microsatellite tetraploid genotyping dataset on two Aulactinia stella populations (sea-anemone from the Cnidaria phylum), sampled on the coast of the arctic ocean. One population of 21 individuals and one population of 15 individuals, both genotyped with 10 microsatellites. We also report here the consistency tests with GenAlex and Spagedi, results of analyses (GPP tab) on 6300 independant simulations and inferences of the quantitative reproductive modes using the bayesian method on CEMP tab made on 6300 another independant simulations.
DOI: 10.6084/m9.figshare.1500791.v4
title: Conflict and cooperation over sex: the consequences of social and genetic polyandry for reproductive success in dunnocks - Dataset

description: This is the data used to obtain the results presented in the manuscript entitled "Conflict and cooperation over sex: the consequences of social and genetic polyandry for reproductive success in dunnocks", which has been published in the Journal of Animal Ecology. Should you have any inquiries concerning the usage of the datasets, please do not hesitate to contact us.
DOI: 10.6084/m9.figshare.22758269
title: <b>Tree phytochemical diversity and herbivory are higher in the tropics</b>

description: The datasets analyzed in the current study, including the output of the molecular network, sample-sample chemical structural and compositional similarity (entire metabolites and seven different biosynthetic pathways), plot-species-community data, and the phylogenetic tree of 206 tree species.The R material contains scripts to replicate the analyses from the manuscript, including calculating the chemical structural and compositional similarity (CSCS) index between samples, assessing the number of unique chemical compounds for each forest plot across three climatic zones, calculating chemical rarefaction and NMDS, quantifying the phylogenetic signal of PSM across species-level phylogeny, calculating the alpha, and beta (observed and null model) diversity at community-level, exploring the elevational pattern of herbivorous pressure.
DOI: 10.5067/modis/myd021km.nrt.006
title: MYD021KM MODIS/Aqua Calibrated Radiances 5-Min L1B Swath 1km
DOI: 10.15468/dl.fkjmm3
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Berkheya heterophylla (Thunb.) O.Hoffm."
 ]
}

 The dataset includes 339 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011268-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.658qyt
title: Occurrence Download

description: A dataset listing the 211683 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meise Botanic Garden Herbarium (BR)"
 ]
}

 The dataset's 211683 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011258-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssjadx
title: Occurrence Download

description: A dataset containing 50816 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Coreopsis L.)"
 ]
}

 The dataset includes 50816 records from 507 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011267-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hurmgx
title: Occurrence Download

description: A dataset containing 2895 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Coreopsis tripteris L.)"
 ]
}

 The dataset includes 2895 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011269-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zexrtw
title: Occurrence Download

description: A dataset containing 1293371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saxifragaceae"
 ]
}

 The dataset includes 1293371 records from 2375 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011224-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvm5xj
title: Occurrence Download

description: A dataset containing 23072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.15621 38.49156,-94.22261 26.78127,-79.14239 24.30984,-75.65722 30.99273,-74.55334 38.56651,-90.15621 38.49156))",
 "HasGeospatialIssue is false",
 "TaxonKey is Bidens alba"
 ]
}

 The dataset includes 23072 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050157-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9v92c9kw8n
title: Rock magnetic and transmission electron microscope data of the sediment core GC02 from the northwestern Pacific

description: This dataset includes a total of sixteen data files for the sediment core GC02 recovered from the northwestern Pacific. One Excel file shows the depth variations of hysteresis parameters and anhysteretic remanent magnetization (ARM) intensities along the sediment core, including the coercivity (Bc), coercivity of remanence (Bcr), saturation remanence (Mrs) regarded as the saturation isothermal remanent magnetization (SIRM) here, and saturation magnetization (Ms); three Excel files contain the raw data of the isothermal remanent magnetization (IRM) acquisition curves for the representative samples; three FRC files are the raw data of the first-order reversal curve (FORC) diagrams of the representative samples, which can be opened and processed using the FORCinel software of Harrison and Feinberg (2008); and nine Gatan DigitalMicrograph Image Document files present the raw data of transmission electron microscope (TEM) images of magnetic mineral extracts for three representative samples (i.e., three files for each sample).
DOI: 10.17632/9v92c9kw8n.1
title: Rock magnetic and transmission electron microscope data of the sediment core GC02 from the northwestern Pacific

description: This dataset includes a total of sixteen data files for the sediment core GC02 recovered from the northwestern Pacific. One Excel file shows the depth variations of hysteresis parameters and anhysteretic remanent magnetization (ARM) intensities along the sediment core, including the coercivity (Bc), coercivity of remanence (Bcr), saturation remanence (Mrs) regarded as the saturation isothermal remanent magnetization (SIRM) here, and saturation magnetization (Ms); three Excel files contain the raw data of the isothermal remanent magnetization (IRM) acquisition curves for the representative samples; three FRC files are the raw data of the first-order reversal curve (FORC) diagrams of the representative samples, which can be opened and processed using the FORCinel software of Harrison and Feinberg (2008); and nine Gatan DigitalMicrograph Image Document files present the raw data of transmission electron microscope (TEM) images of magnetic mineral extracts for three representative samples (i.e., three files for each sample).
DOI: 10.17632/rn9m3zb7nt.1
title: Type-2 Diabetes Dataset Bangladesh

description: Dataset Description
 
This dataset brings together information from 1,065 patients between the ages of 21 and 86 years, collected to study Type 2 Diabetes Mellitus. Out of all participants, 840 were living with diabetes, while 225 did not have the condition, giving the dataset a natural imbalance that reflects real-world clinical trends.
 
For each patient, a mix of demographic, lifestyle, and clinical measurements was recorded. These include the number of pregnancies, age, body mass index (BMI), blood pressure (systolic and diastolic), diabetes pedigree function (a measure of family history), insulin levels, skin thickness, and glucose levels. The dataset also clearly labels whether the patient was diabetic or non-diabetic, making it suitable for supervised machine learning tasks.
 
Because it combines medical history, physical measurements, and biochemical tests, this dataset can be used in many ways:
 
Building and testing machine learning models for diabetes prediction
 
Exploring risk factors and feature importance
 
Developing early detection tools
 
Supporting epidemiological studies on diabetes in diverse populations
 
Highlights:
 
Patients: 1,065
 
Diabetic: 840 | Non-diabetic: 225
 
Age range: 21–86 years
 
Variables: demographic, clinical, and biochemical features
 
Target: Type-2 Diabetic (Yes/No)
DOI: 10.17632/c3s32h5bfj
title: Canopy Vs. Understory N addition on SOC

description: The effects of canopy and understory N addition on SOC fractions
DOI: 10.17632/c3s32h5bfj.1
title: Canopy Vs. Understory N addition on SOC

description: The effects of canopy and understory N addition on SOC fractions
DOI: 10.17632/kz64b94375
title: Raw data related to the LRGs signature

description: Raw data from the manuscript "Deciphering the lactylation landscape in glioma: a novel gene signature predicts patient survival and immunotherapy sensitivity".
DOI: 10.17632/kz64b94375.1
title: Raw data related to the LRGs signature

description: Raw data from the manuscript "Deciphering the lactylation landscape in glioma: a novel gene signature predicts patient survival and immunotherapy sensitivity".
DOI: 10.15468/dl.4dhsdk
title: Occurrence Download

description: A dataset containing 14504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1919",
 "Year is less than or equal to 1919"
 ]
}

 The dataset includes 14504 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050126-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jxg6rgshfk
title: Supplementary Table 1: Population characteristics for index melanoma admissions

description: Population characteristics for index melanoma admissions, N = 8056, from Nationwide Readmissions Database. This cohort was used for readmissions analyses.
DOI: 10.17632/jxg6rgshfk.1
title: Supplementary Table 1: Population characteristics for index melanoma admissions

description: Population characteristics for index melanoma admissions, N = 8056, from Nationwide Readmissions Database. This cohort was used for readmissions analyses.
DOI: 10.15468/dl.th3ke5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jupiaba mucronata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050161-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xk2k4trh3b
title: Elderly Happiness & Aging Dataset

description: This dataset contains anonymized data collected from 404 elderly participants aged 60 years and above, as part of a cross-sectional study conducted in Sarab, Iran. The data were gathered through structured interviews using two validated questionnaires: the Oxford Happiness Questionnaire and the Multidimensional Successful Aging Scale. Demographic variables (such as age, gender, marital status, education, income, and presence of chronic illness) are also included. The dataset was used to explore the relationship between happiness and successful aging in older adults. All personal identifiers were removed to ensure confidentiality and ethical compliance.
DOI: 10.17632/xk2k4trh3b.3
title: Elderly Happiness & Aging Dataset

description: This dataset contains anonymized data collected from 404 elderly participants aged 60 years and above, as part of a cross-sectional study conducted in Sarab, Iran. The data were gathered through structured interviews using two validated questionnaires: the Oxford Happiness Questionnaire and the Multidimensional Successful Aging Scale. Demographic variables (such as age, gender, marital status, education, income, and presence of chronic illness) are also included. The dataset was used to explore the relationship between happiness and successful aging in older adults. All personal identifiers were removed to ensure confidentiality and ethical compliance.
DOI: 10.15468/dl.h7tpqu
title: Occurrence Download

description: A dataset containing 8820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Hedychium coronarium"
 ]
}

 The dataset includes 8820 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050162-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a20p0ws80
title: Plant wax n-alkanoic acid and n-alkane carbon chain-length distributions and stable carbon and hydrogen isotope ratio data from terrestrial Arctic vegetation (2003-2021)

description: This dataset accompanies a manuscript submitted to Biogeosciences (https://doi.org/10.5194/egusphere-2025-3849).
 Terrestrially-derived plant waxes and their compound-specific stable carbon (δ13C) and hydrogen (δ2H) isotope ratios are valuable tools for inferring past changes in vegetation and hydrology in sedimentary archives. Such inferences require knowing the ecological (i.e. plant growth form) and environmental (i.e. temperature, precipitation, relative humidity, elevation) mechanisms that govern the production of different plant wax carbon chain-lengths and the fractionation of stable isotopes. These mechanisms, however, are uncertain in the Arctic, limiting our ability to infer past vegetation and hydrology changes. This dataset contains plant wax n-alkanoic acid and n-alkane carbon chain-length abundance, stable carbon isotope ratio, and stable hydrogen isotope ratio data produced from terrestrial vegetation in the Eastern Canadian Arctic and compiled from other published datasets of plants across the Arctic.
DOI: 10.17632/62ds92wmy7
title: Material values, environmental attitudes and pro-environmental behaviors of future physicians

description: A total 405 fifth year medical students filled a Google form. It collected data on demographics, material values (Arabic version of Richins's original) (15 items) (answered on a Likert 1-5), environmental attitudes (towards environmental issues (5 items) and towards solutions (10 items) (Arabic version of Özden's original) (answered on a Likert 1-5), and pro-environmental behaviors (PEBs) by Tsai et al. PEBs are divided into 6 private-sphere items (answered on a Likert 1-5), and 3 public-sphere items (answered by yes/no). two sheets are present, the original "cleaned" raw data, and another one after doing the reverse coding and summing the sub scales.
DOI: 10.17632/62ds92wmy7.1
title: Material values, environmental attitudes and pro-environmental behaviors of future physicians

description: A total 405 fifth year medical students filled a Google form. It collected data on demographics, material values (Arabic version of Richins's original) (15 items) (answered on a Likert 1-5), environmental attitudes (towards environmental issues (5 items) and towards solutions (10 items) (Arabic version of Özden's original) (answered on a Likert 1-5), and pro-environmental behaviors (PEBs) by Tsai et al. PEBs are divided into 6 private-sphere items (answered on a Likert 1-5), and 3 public-sphere items (answered by yes/no). two sheets are present, the original "cleaned" raw data, and another one after doing the reverse coding and summing the sub scales.
DOI: 10.17632/y4xnxmbmm9
title: METHODOLOGICAL ISSUES OF DIGITAL TEACHING

description: In the IV Industrial revolution, advanced technical technologies such as
digital transformation, cybersex-physical systems, artificial intelligence, the Internet of
Things, and block chain have become tools for regulating all aspects of social life, bringing
unprecedented opportunities to human life, but also creating complex challenges. One of the sectors most affected by technological evolution is the “education” sector. Due to the impact of digital transformation, teaching paradigms have changed, and the
two-way collaborative learning process has shifted to a learner-centered learning system, and digital literacy, information literacy, critical thinking, problem solving, and creativity
have taken on an important role in the learning process of teachers and students. One of the many pressing issues that need to be addressed in implementing the newly
approved laws and regulations in connection with the changes and reforms in the education
sector of Mongolia is the “methodology of teaching in digital learning”. Universities are
shifting to an open learning system in line with their goals and objectives of becoming
research universities with international standards, creating a requirement for rapid digital
transformation. Nowadays, it is a natural issue for teachers and students to learn digital learning
methodologies in the learning process, and improve the quality, accessibility, and
productivity of teachers’ teaching methods, training, and research work.
DOI: 10.17632/y4xnxmbmm9.2
title: METHODOLOGICAL ISSUES OF DIGITAL TEACHING

description: In the IV Industrial revolution, advanced technical technologies such as
digital transformation, cybersex-physical systems, artificial intelligence, the Internet of
Things, and block chain have become tools for regulating all aspects of social life, bringing
unprecedented opportunities to human life, but also creating complex challenges. One of the sectors most affected by technological evolution is the “education” sector. Due to the impact of digital transformation, teaching paradigms have changed, and the
two-way collaborative learning process has shifted to a learner-centered learning system, and digital literacy, information literacy, critical thinking, problem solving, and creativity
have taken on an important role in the learning process of teachers and students. One of the many pressing issues that need to be addressed in implementing the newly
approved laws and regulations in connection with the changes and reforms in the education
sector of Mongolia is the “methodology of teaching in digital learning”. Universities are
shifting to an open learning system in line with their goals and objectives of becoming
research universities with international standards, creating a requirement for rapid digital
transformation. Nowadays, it is a natural issue for teachers and students to learn digital learning
methodologies in the learning process, and improve the quality, accessibility, and
productivity of teachers’ teaching methods, training, and research work.
DOI: 10.15468/dl.abm9z9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus parviflorus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050165-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7v235p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus parviflorus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050166-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsbg6a
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachemys grayi panamensis"
 ]
}

 The dataset includes 88 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050168-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b8wwp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus parviflorus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050167-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30066703
title: Arno and Aurora data

description: Real-time time-resolved flow cytometry analysis of stained PBMCs.
DOI: 10.6084/m9.figshare.30066703.v3
title: Arno and Aurora data

description: Real-time time-resolved flow cytometry analysis of stained PBMCs.
DOI: 10.6084/m9.figshare.30066703.v2
title: Aurora data

description: Real-time time-resolved flow cytometry analysis of stained PBMCs.