cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xtynymtmgk.4
title: Data for: Monsoonally hydrological control on seasonally riverine magnesium isotopes in the tectonically-active Tibetan Plateau

description: Raw data for all figures in the manuscript by Yang Xu et al. to be published by Geochimica et Cosmochimica Acta as "Monsoonally hydrological control on seasonally riverine magnesium isotopes in the tectonically-active Tibetan Plateau".
DOI: 10.21410/7e4/xslho6
title: Sobriété numérique - Mesure de la compréhension des pratiques numériques et de leur impact environnemental - vague 1 (ELIPSS 2024)

description: L’enquête SobriNum, intitulée « Compréhension des pratiques numériques et de leur impact environnemental » a pour objectifs de mesurer, analyser et comprendre comment les individus perçoivent et gèrent l'impact environnemental de leurs activités numériques. Elle examine également leur niveau d'engagement et leur disposition à modifier ces pratiques. Les points abordés incluent : - la compréhension des pratiques numériques ; - la perception et la connaissance de l’impact environnemental de leurs pratiques numériques et du numérique en général ; - les leviers et l’engagement/disposition à modifier ces pratiques. Cette première enquête s'est déroulée en mai 2024 et a vocation à être longitudinale.
DOI: 10.17632/72nycpngft
title: Ecosystem multifunctionality and its stability

description: The three years study showed a threshold influence of N-input on species diversity, microbial biomass, multifunctionality, and stability. N input had direct and indirect impacts on multifunctionality but only indirect effects on stability. The MBC is a key determinant of multifunctionality and stability. MBC may serve as a strategy to maintain the multifunctionality and resilience of tropical grassland.
DOI: 10.17632/72nycpngft.1
title: Ecosystem multifunctionality and its stability

description: The three years study showed a threshold influence of N-input on species diversity, microbial biomass, multifunctionality, and stability. N input had direct and indirect impacts on multifunctionality but only indirect effects on stability. The MBC is a key determinant of multifunctionality and stability. MBC may serve as a strategy to maintain the multifunctionality and resilience of tropical grassland.
DOI: 10.17632/x2gjzfk3wf
title: Adolescent Resilience–Hormone Network Dataset

description: This dataset was collected from 243 Chinese junior high school students (101 boys, 142 girls; M age = 12.81). It contains psychological resilience data measured by the Resilience Scale for Chinese Adolescents (RSCA), including total scores, dimension-level scores, and item-level responses. In addition, it includes hair hormone concentrations of cortisol, cortisone, testosterone, progesterone, DHEA, and 1-AG, determined via liquid chromatography–tandem mass spectrometry (LC–MS/MS).
DOI: 10.17632/x2gjzfk3wf.1
title: Adolescent Resilience–Hormone Network Dataset

description: This dataset was collected from 243 Chinese junior high school students (101 boys, 142 girls; M age = 12.81). It contains psychological resilience data measured by the Resilience Scale for Chinese Adolescents (RSCA), including total scores, dimension-level scores, and item-level responses. In addition, it includes hair hormone concentrations of cortisol, cortisone, testosterone, progesterone, DHEA, and 1-AG, determined via liquid chromatography–tandem mass spectrometry (LC–MS/MS).
DOI: 10.17632/b732r28xt6
title: Transcriptomic Analysis Reveals the Metabolic Changes in the Liver, Subcutaneous Adipose and Mammary Gland Tissues During the Process of Conjugated Linoleic Acid-Induced Milk Fat Depression in Dairy Cows

description: Lactation performance, serum indicators, and complete transcriptome results data
DOI: 10.17632/b732r28xt6.1
title: Transcriptomic Analysis Reveals the Metabolic Changes in the Liver, Subcutaneous Adipose and Mammary Gland Tissues During the Process of Conjugated Linoleic Acid-Induced Milk Fat Depression in Dairy Cows

description: Lactation performance, serum indicators, and complete transcriptome results data
DOI: 10.15468/dl.b2an77
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetoceros diversus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9jwns77cg5
title: Dataset Endek GAN

description: The Endek dataset consists of 156 unique motifs of Endek, a traditional woven fabric from Bali, Indonesia. Each motif represents distinct visual patterns and color compositions that reflect the cultural and artistic heritage of Balinese textile design. The dataset has been curated to capture the diversity of Endek motifs, including geometric, floral, and symbolic patterns that are commonly used in ceremonial and contemporary contexts.
This dataset is specifically prepared for research in Generative Adversarial Networks (GANs) and other machine learning applications, enabling tasks such as motif generation, style transfer, pattern classification, and cultural heritage preservation. The availability of 156 motifs provides sufficient variation to train and evaluate deep learning models, while also serving as a valuable resource for digital textile innovation and computational art studies.

This research and dataset development were funded and supported by the Ministry of Higher Education, Science, and Technology (Kemdiktisaintek) of the Republic of Indonesia through the Directorate of Research and Community Service, Directorate General of Research and Development.
DOI: 10.17632/9jwns77cg5.1
title: Dataset Endek GAN

description: The Endek dataset consists of 156 unique motifs of Endek, a traditional woven fabric from Bali, Indonesia. Each motif represents distinct visual patterns and color compositions that reflect the cultural and artistic heritage of Balinese textile design. The dataset has been curated to capture the diversity of Endek motifs, including geometric, floral, and symbolic patterns that are commonly used in ceremonial and contemporary contexts.
This dataset is specifically prepared for research in Generative Adversarial Networks (GANs) and other machine learning applications, enabling tasks such as motif generation, style transfer, pattern classification, and cultural heritage preservation. The availability of 156 motifs provides sufficient variation to train and evaluate deep learning models, while also serving as a valuable resource for digital textile innovation and computational art studies.

This research and dataset development were funded and supported by the Ministry of Higher Education, Science, and Technology (Kemdiktisaintek) of the Republic of Indonesia through the Directorate of Research and Community Service, Directorate General of Research and Development.
DOI: 10.15468/dl.ttxt8a
title: Occurrence Download

description: A dataset containing 52861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mustela nivalis)",
 "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 52861 records from 874 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029684-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxws7t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops vellalavella",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029714-250920141307145/datasets/export for details.
DOI: 10.17632/y8445nryvr.3
title: 2023 snow data in the city of Jelgava

description: Version 1: Snow data collected in 2023.
Version 2: Updated dataset with 2023 data. Error found in tungsten (W) data and corrected.
DOI: 10.17632/65z9twcx3r
title: URL-Phish: A Feature-Engineered Dataset for Phishing Detection

description: This dataset, named URL-Phish, is designed for phishing detection research. It contains 111,660 unique URLs divided into:
• 100,000 benign samples (label = 0), collected from trusted sources including educational (.edu), governmental (.gov), and top-ranked domains. The benign dataset was obtained from the Research Organization Registry [1].
• 11,660 phishing samples (label = 1), obtained from the PhishTank repository [2] between November 2024 and September 2025.
Each URL entry was automatically processed to extract 22 lexical and structural features, such as URL length, domain length, number of subdomains, digit ratio, entropy, and HTTPS usage. In addition, three reference columns (url, dom, tld) are preserved for interpretability. One label column is included (0 = benign, 1 = phishing).
A data cleaning step removed duplicates and empty entries, followed by normalization of features to ensure consistency. The dataset is provided in CSV format, with 22 numerical feature columns, 3 string reference columns, and 1 label column (total = 26 columns).

References
[1] Research Organization Registry, “ROR Data.” Zenodo, Sept. 22, 2025. doi: 10.5281/ZENODO.6347574.
[2] PhishTank, “PhishTank: Join the fight against phishing.” [Online]. Available: https://phishtank.org
DOI: 10.15468/dl.9kyzcb
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Indigofera micheliana"
 ]
}

 The dataset includes 51 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029713-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw35tf
title: Occurrence Download

description: A dataset containing 2341974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pluvialis squatarola)",
 "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 2341974 records from 752 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029639-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u748hg
title: Occurrence Download

description: A dataset containing 278415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-12-07",
 "EventDate is less than or equal to 2023-01-06",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 278415 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269358-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2rz5c
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scrophularia souliei Franch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269400-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q38hfv
title: Occurrence Download

description: A dataset containing 8488 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Study of specific plant diversity in forest reserves and riparian areas in Benin"
 ]
}

 The dataset includes 8488 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005296-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7nvc6
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria pygmaea Miq."
 ]
}

 The dataset includes 725 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vqgh5
title: Occurrence Download

description: A dataset containing 26197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Chilopoda"
 ]
}

 The dataset includes 26197 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007360-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njyjf2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Occurrence evidence)",
 "Geometry POLYGON((77.35087 35.86818,74.42648 36.64564,73.15139 34.29079,74.1152 33.20319,75.49208 31.69277,77.97047 29.68001,80.51769 28.35562,83.24122 26.71302,85.95637 26.52277,88.77898 25.96705,90.50008 26.3995,92.5654 26.89176,94.35534 27.74806,95.73222 27.68712,97.43352 29.29482,93.33106 30.46034,84.85424 30.1009,77.35087 35.86818))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sphaerotheca breviceps (Schneider, 1799), Minervarya pierrei (Dubois, 1975))",
 "Year 1950-2000"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254980-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvtvvj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium rezniczenkoanum Lincz."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009853-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvkbq6
title: Occurrence Download

description: A dataset containing 37533832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammalia"
 ]
}

 The dataset includes 37533832 records from 14642 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007727-240425142415019/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.28818173
title: Intuitive Cognitive Abilities

description: <br>This study explores the relationship between intuitive cognitive abilities, associated with System 1 in the dual-process theory of decision making, and attitudes towards risk and ambiguity through a laboratory experiment. Central to our approach is the WarmApp activity, a novel computer-based tool designed to assess various domains of intuitive cognition.We employ a two-parameter model to estimate risk and ambiguity attitudes based on responses to experimental tasks. Additionally, our study investigates the potential of WarmApp training as a means to mitigate ambiguity aversion. Results indicate that individuals with higher intuitive cognitive abilities are more tolerant of risk and ambiguity, and that targeted training using WarmApp can effectively reduce ambiguity aversion in individuals with lower innate System 1 proficiency. These insights contribute to the understanding of how intuitive cognition influences economic decision-making and underscore the potential of cognitive training in modifying attitudes towards ambiguity.
DOI: 10.15468/geq8px
title: Three new species of Pachyrhynchus Germar 1824, (Coleoptera, Curculionidae Entiminae) from Mindanao Island, The Philippines, with taxonomical notes

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bollino, Maurizio (2022): Three new species of Pachyrhynchus Germar 1824, (Coleoptera, Curculionidae Entiminae) from Mindanao Island, The Philippines, with taxonomical notes. Zootaxa 5116 (4): 504-516, DOI: 10.11646/zootaxa.5116.4.2AbstractThree new species of Pachyrhynchus Germar, 1824 are described from Mindanao Island, The Philippines: P. similis sp. nov., P. subanon sp. nov., and P. chrysomaculatus sp. nov. For each new taxon habitus photographs of male and female, and illustrations of male genitalia are provided. The author also proposes to consider the above species together with the closest ones as belonging to the new atrocyaneus species group.
DOI: 10.15468/k9bt2y
title: New material of Parabrachyodus hyopotamoides from Samane Nala, Bugti Hills (Pakistan) and the origin of Merycopotamini (Mammalia: Hippopotamoidea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gernelle, Killian, Lihoreau, Fabrice, Boisserie, Jean-Renaud, Marivaux, Laurent, MéTais, Grégoire, Antoine, Pierre-Olivier (2023): New material of Parabrachyodus hyopotamoides from Samane Nala, Bugti Hills (Pakistan) and the origin of Merycopotamini (Mammalia: Hippopotamoidea). Zoological Journal of the Linnean Society 198 (1): 278-309, DOI: 10.1093/zoolinnean/zlac111, URL: https://academic.oup.com/zoolinnean/article/198/1/278/7150798
DOI: 10.18150/mxfv2v
title: Raw data of publication: Lead biosorption and chemical composition of extracellular polymeric substances isolated from mixotrophic microalgal cultures

description: The deposited data were collected within the research project entitled ‘Określenie warunków syntezy, składu chemicznego i właściwości zewnątrzkomórkowych polimerów (EPS) wytwarzanych przez wybrane jednokomórkowe glony’ (eng.: ‘Determining of the conditions of synthesis, chemical composition, and properties of extracellular polymers (EPS) produced by selected unicellular algae’). The research was financed by the National Science Centre, Poland as part of the project under the PRELUDIUM 22 (project no.: 2023/49/N/NZ9/03415) and SONATA 12 (project no.: 2016/23/D/NZ9/02670).The main objective of the research was to evaluate the influence of mixotrophic cultivation of microalgae on the EPS productivity and chemical composition, and to determine the sorption potential of EPS extracted from mixotrophic cultures.The research was conducted at the Institute of Agrophysics, Polish Academy of Sciences in Lublin (Poland). The collection contains EPS productivity, EPS chemical composition, sorption studies, FTIR analysis of EPS from autotrophic and mixotrophic cultures, EPS from mixotrophic cultures after pH modification and pH-modified EPS after Pb(II) sorption).The attached files have been compressed to *.zip format. The dataset consists of the following files:A_1.zip – raw data on the EPS productivity and chemical composition (.xlsx, .jpg);A_2.zip – raw data on the FTIR spectra of EPS (.xlsx, .spa);Pb_sorption.xlsx – raw data on the Pb(II) sorption (.xlsx).The data was compiled based on laboratory tests. The results were obtained using the following research equipment: spectrophotometer Carry 300, FTIR Spectrometer Nicolet 6700, ICP-OES iCAP 6500 Duo. Software: Statistica, Omnic, OriginPro.
DOI: 10.24414/rob-euref-subo00srb
title: GNSS data of SUBO00SRB, Subotica, Serbia

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.6xvt3v
title: Occurrence Download

description: A dataset containing 17756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chrysojasminum fruticans (L.) Banfi)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 17756 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008616-250402121839773/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.26694321.v1
title: Additional file 2 of Maximizing efficiency in sunflower breeding through historical data optimization

description: Additional file 2. Predictive ability of the gradient boosting machine model across all scenarios and repetitions for simultaneous optimization of training set (TRS) size and composition. The same columns as in Additional file 1 were used with the exception of "Method_size_optimization" (optimization method used to find optimal TRS size) and "Method_composition_optimization" (optimization method used to find optimal TRS composition).
DOI: 10.6084/m9.figshare.26573719.v1
title: Additional file 3 of DNA methylation analysis identifies key transcription factors involved in mesenchymal stem cell osteogenic differentiation

description: Additional file 3: CPG list and overlapping genes. List of differently methylated CPGs associated to osteoblast differentiation and their overlapping genes.
DOI: 10.15468/dl.9qnxmm
title: Occurrence Download

description: A dataset containing 3383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.31.1_1, CHN.31.3_1, CHN.31.2_1, CHN.31.8_1, CHN.31.6_1)",
 "TaxonKey is Anas zonorhyncha Swinhoe, 1866"
 ]
}

 The dataset includes 3383 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067662-240626123714530/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.26573812
title: Additional file 1 of Localized assembly for long reads enables genome-wide analysis of repetitive regions at single-base resolution in human genomes

description: Additional file 1: Supplementary tables.