cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7038170
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Latvia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed. The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below: Commission Regulation (EU) 625/2017, on the application of food and feed law Commission Regulation (EC) 1881/2006, on maximum levels for certain contaminants in foodstuffs Commission Regulation (EC) 2017/2158 establishing mitigation measures and benchmark levels for the reduction of the presence of acrylamide in food These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2021, split by sampling year (data element ‘sampY’). More details are available in the ‘Call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA (europa.eu)’. REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: OCC-CHEMMON2020 – Institute of Food Safety, Animal Health and Environment OCC-CHEMMON2021 – Institute of Food Safety, Animal Health and Environment
description: LV; CSV; data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.7808795
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Latvia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed. The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below: Commission Regulation (EU) 625/2017, on the application of food and feed law Commission Regulation (EC) 1881/2006, on maximum levels for certain contaminants in foodstuffs Commission Regulation (EC) 2017/2158 establishing mitigation measures and benchmark levels for the reduction of the presence of acrylamide in food These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2022, 2021, and 2020, split by sampling year (data element ‘sampY’). More details are available in the ‘Call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA (europa.eu)’. REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: OCC-CHEMMON2020 – Institute of Food Safety, Animal Health and Environment OCC-CHEMMON2021 – Institute of Food Safety, Animal Health and Environment OCC-CHEMMON2022 – Institute of Food Safety, Animal Health and Environment
description: LV; CSV; data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.15365586
title: The Impact of Parental Educational Support on Academic Self-Efficacy Among Middle School Students: The Mediating Role of Teacher Support and Enjoyment in Chinese Language Arts

description: This study investigates how parental educational support influences middle school students’ academic self-efficacy, focusing on the mediating roles of teacher support and enjoyment in Chinese language arts. Drawing on ecological systems theory and achievement emotion theory, a dual-mediation model was proposed and tested using data from 507 students in a middle school in Fujian Province, China. All key constructs were measured using validated scales, and structural equation modeling confirmed the hypothesized relationships. Results indicated that parental educational support had a significant direct effect on academic self-efficacy and also exerted indirect effects through both teacher support and enjoyment. Notably, teacher support enhanced students’ enjoyment in Chinese language arts, which in turn strengthened their academic self-efficacy, supporting a sequential mediation pathway. These findings highlight the importance of both emotional and relational factors in shaping students’ beliefs about their academic capabilities. Importantly, the study was conducted within a Chinese collectivist cultural context, where academic success is closely tied to family expectations and teacher–student relationships. This setting provides a valuable contrast to Western individualist models and extends cross-cultural understanding of self-efficacy development. The results underscore the need for integrated school–family support systems and offer practical implications for enhancing academic motivation through emotionally supportive teaching and culturally sensitive parental engagement. This study contributes a nuanced model of academic self-beliefs and offers theoretical and practical insights relevant to both Eastern and Western educational systems.
DOI: 10.5281/zenodo.15365587
title: The Impact of Parental Educational Support on Academic Self-Efficacy Among Middle School Students: The Mediating Role of Teacher Support and Enjoyment in Chinese Language Arts

description: This study investigates how parental educational support influences middle school students’ academic self-efficacy, focusing on the mediating roles of teacher support and enjoyment in Chinese language arts. Drawing on ecological systems theory and achievement emotion theory, a dual-mediation model was proposed and tested using data from 507 students in a middle school in Fujian Province, China. All key constructs were measured using validated scales, and structural equation modeling confirmed the hypothesized relationships. Results indicated that parental educational support had a significant direct effect on academic self-efficacy and also exerted indirect effects through both teacher support and enjoyment. Notably, teacher support enhanced students’ enjoyment in Chinese language arts, which in turn strengthened their academic self-efficacy, supporting a sequential mediation pathway. These findings highlight the importance of both emotional and relational factors in shaping students’ beliefs about their academic capabilities. Importantly, the study was conducted within a Chinese collectivist cultural context, where academic success is closely tied to family expectations and teacher–student relationships. This setting provides a valuable contrast to Western individualist models and extends cross-cultural understanding of self-efficacy development. The results underscore the need for integrated school–family support systems and offer practical implications for enhancing academic motivation through emotionally supportive teaching and culturally sensitive parental engagement. This study contributes a nuanced model of academic self-beliefs and offers theoretical and practical insights relevant to both Eastern and Western educational systems.
DOI: 10.15468/dl.y2d3kg
title: Occurrence Download

description: A dataset containing 13150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bufo gargarizans Cantor, 1842"
 ]
}

 The dataset includes 13150 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030717-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wey39
title: Occurrence Download

description: A dataset containing 16464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (University of Nevada, Reno (UNR) Herbarium, The New York Botanical Garden Herbarium (NY), College of Southern Nevada; Wesley E. Niles Herbarium, BLM - National Landscape Monitoring Framework - Plants, Intermountain Herbarium (Vasc. & Algae), University of Idaho, Stillinger Herbarium Vascular Plants)",
 "Geometry POLYGON((-120.0025 39.66685,-118.31407 39.66685,-118.31407 41.99744,-120.0025 41.99744,-120.0025 39.66685))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 16464 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003181-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu49fg
title: Occurrence Download

description: A dataset containing 2917635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 2917635 records from 1110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003176-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frtp39
title: Occurrence Download

description: A dataset containing 76604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diospyros L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 76604 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003178-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqypx4
title: Occurrence Download

description: A dataset containing 3059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron simsii Planch."
 ]
}

 The dataset includes 3059 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003183-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11848024
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15449733
title: Lunar Phase-Dependent Variations in Hematological Parameters: Implications for Chronotherapeutic Interventions

description: Multicenter cross-sectional study investigating lunar-phase-dependent variations in complete blood counts and coagulation profiles among 258 healthy Yemeni adults, with implications for chronotherapeutic interventions.
DOI: 10.5281/zenodo.15449734
title: Lunar Phase-Dependent Variations in Hematological Parameters: Implications for Chronotherapeutic Interventions

description: Multicenter cross-sectional study investigating lunar-phase-dependent variations in complete blood counts and coagulation profiles among 258 healthy Yemeni adults, with implications for chronotherapeutic interventions.
DOI: 10.15468/dl.4gkfab
title: Occurrence Download

description: A dataset containing 14255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas rubripes Brewster, 1902",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 14255 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003185-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfk4wg
title: Occurrence Download

description: A dataset containing 22889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaptotrigona Moure, 1942"
 ]
}

 The dataset includes 22889 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003188-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh9egg
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.6688 29.24913, -113.5188 29.24913, -113.5188 29.39913, -113.6688 29.39913, -113.6688 29.24913))"
 ]
}

 The dataset includes 142 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036921-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27zx6s
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.5188 29.24913, -113.3688 29.24913, -113.3688 29.39913, -113.5188 29.39913, -113.5188 29.24913))"
 ]
}

 The dataset includes 1279 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036922-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17618539
title: Tegulu word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Tegulu, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17618540
title: Tegulu word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Tegulu, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.15468/dl.qqc7hp
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.3688 29.24913, -113.2188 29.24913, -113.2188 29.39913, -113.3688 29.39913, -113.3688 29.24913))"
 ]
}

 The dataset includes 728 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036923-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jtawt
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.2188 29.24913, -113.0688 29.24913, -113.0688 29.39913, -113.2188 29.39913, -113.2188 29.24913))"
 ]
}

 The dataset includes 245 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036924-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17620272
title: Hui o ka Wai Ola Water Quality Data

description: This dataset is the quarterly report for the Hui o Ka Wai Ola citizen-science based water quality program. Included are physical and chemical data that were collected and analyzed every two or three weeks beginning from June 6, 2016 to September 30, 2025. New results will be posted as available. Please see huiokawaiola.com for more information. 

The goal of the Hui o Ka Wai Ola program is to increase the capacity for monitoring water quality in Maui coastal waters by generating reliable data to assess long-term water-quality conditions and detect temporal trends. These data augment the data produced by the Hawaii Department of Health Clean Water Branch beach monitoring program on Maui.

Please use the most recent version, as it is the latest quality assured data available from the group.
description: Visit huiokawaiola.com for full methods and most recently data and analysis.
DOI: 10.15468/dl.5m94n8
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.0688 29.24913, -112.9188 29.24913, -112.9188 29.39913, -113.0688 29.39913, -113.0688 29.24913))"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036925-251025141854904/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.30629450
title: Dataset and R codes for: Global convergence and fine-scale shifts in plant–bee network structure across the honeybee’s native and non-native ranges

description: Pollinator communities are increasingly influenced by human-mediated species introductions, yet the global impacts of invasive pollinators on network structure remain poorly understood. We performed a systematic review that compiled 80 quantitative plant–bee interaction networks encompassing the native and non-native ranges of the western honeybee (<i>Apis mellifera</i>) and analyzed network organization at three hierarchical levels: the overall network architecture (macro-scale), participation in motif classes (meso-scale), and species’ structural roles (micro-scale). Macro-scale metrics (including connectance, nestedness, modularity, and robustness) did not differ between ranges, indicating broad structural similarity across the species’ global distribution. However, finer-scale analyses revealed significant range-dependent shifts. In non-native regions, <i>A. mellifera</i> exhibited a lower within-module degree, suggesting reduced integration within network compartments, and participated more frequently in fan motifs but less in core–peripheral motifs, implying altered dominance and resource-use patterns. These findings show that <i>A. mellifera</i> maintains a largely conserved structural role worldwide, but that subtle shifts in local connectivity and sub-structural organization occur outside its native range. Overall, our results reveal that while invasive generalists can promote structural convergence in mutualistic networks at macro scales, cross-scale analyses uncover hidden variations that may influence the long-term stability and resilience of pollination systems under global change.
DOI: 10.6084/m9.figshare.30629450.v2
title: Dataset and R codes for: Global convergence and fine-scale shifts in plant–bee network structure across the honeybee’s native and non-native ranges

description: Pollinator communities are increasingly influenced by human-mediated species introductions, yet the global impacts of invasive pollinators on network structure remain poorly understood. We performed a systematic review that compiled 80 quantitative plant–bee interaction networks encompassing the native and non-native ranges of the western honeybee (<i>Apis mellifera</i>) and analyzed network organization at three hierarchical levels: the overall network architecture (macro-scale), participation in motif classes (meso-scale), and species’ structural roles (micro-scale). Macro-scale metrics (including connectance, nestedness, modularity, and robustness) did not differ between ranges, indicating broad structural similarity across the species’ global distribution. However, finer-scale analyses revealed significant range-dependent shifts. In non-native regions, <i>A. mellifera</i> exhibited a lower within-module degree, suggesting reduced integration within network compartments, and participated more frequently in fan motifs but less in core–peripheral motifs, implying altered dominance and resource-use patterns. These findings show that <i>A. mellifera</i> maintains a largely conserved structural role worldwide, but that subtle shifts in local connectivity and sub-structural organization occur outside its native range. Overall, our results reveal that while invasive generalists can promote structural convergence in mutualistic networks at macro scales, cross-scale analyses uncover hidden variations that may influence the long-term stability and resilience of pollination systems under global change.