cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3pbp3y
title: Occurrence Download

description: A dataset containing 7016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alburnus alburnus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1975",
 "Year is less than or equal to 1979"
 ]
}

 The dataset includes 7016 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008001-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frn442
title: Occurrence Download

description: A dataset containing 2989 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-51.55665 -27.14519,-51.55825 -27.23541,-51.45735 -27.23721,-51.45575 -27.14699,-51.55665 -27.14519))",
 "Geometry POLYGON((-46.83329 -8.55329,-46.83508 -8.64367,-46.74425 -8.64547,-46.74246 -8.55509,-46.83329 -8.55329))",
 "Geometry POLYGON((-48.84506 -18.59435,-48.85703 -18.68396,-48.76317 -18.6965,-48.7512 -18.60689,-48.84506 -18.59435))",
 "Geometry POLYGON((-62.09731 -32.76132,-62.09276 -32.85141,-61.98618 -32.84603,-61.99073 -32.75595,-62.09731 -32.76132))",
 "Geometry POLYGON((77.60127 20.96025,77.59959 20.86996,77.69569 20.86816,77.69738 20.95845,77.60127 20.96025))"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2989 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008003-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18354678
title: Datasets on Precipitation rates, Vickers hardness, and Raman spectroscopy of synthetic aragonite precipitated in the presence and absence of Lipids.
DOI: 10.5281/zenodo.18354679
title: Datasets on Precipitation rates, Vickers hardness, and Raman spectroscopy of synthetic aragonite precipitated in the presence and absence of Lipids.
DOI: 10.17632/5d3ddt9x6d
title: Development of stored product moths on cooking herbs

description: This dataset highlights the developmental parameters of Plodia interpunctella and Idaea inquinata when feeding on eleven dried herbs (frequently used in cooking) and a standard diet. Data related to the number of emerged adults and the number of days it takes to complete development are reported in detail.
DOI: 10.17632/5d3ddt9x6d.1
title: Development of stored product moths on cooking herbs

description: This dataset highlights the developmental parameters of Plodia interpunctella and Idaea inquinata when feeding on eleven dried herbs (frequently used in cooking) and a standard diet. Data related to the number of emerged adults and the number of days it takes to complete development are reported in detail.
DOI: 10.17632/k8xrsj7v4p
title: JC-1 Assesments in Ratio

description: Mitochondrial membrane potential (ΔΨm) measured by JC-1 staining was evaluated only in oocytes from reproductively aged mice following bisphenol A and resveratrol exposure.
Quantitative red/green fluorescence ratio data are provided for individual oocytes.
The data support assessment of mitochondrial function under age-related and exposure-dependent conditions.
DOI: 10.17632/k8xrsj7v4p.1
title: JC-1 Assesments in Ratio

description: Mitochondrial membrane potential (ΔΨm) measured by JC-1 staining was evaluated only in oocytes from reproductively aged mice following bisphenol A and resveratrol exposure.
Quantitative red/green fluorescence ratio data are provided for individual oocytes.
The data support assessment of mitochondrial function under age-related and exposure-dependent conditions.
DOI: 10.17632/x7ydz77c8p
title: From borders to boardrooms: Immigrants' impact on productivity

description: This replication package accompanies the paper “From Borders to Boardrooms: Immigrants' Impact on Productivity” ( at Economic Modelling). The original microdata used in the study (Quadros de Pessoal (QP) and SCIE (Sistema de Contas Integradas das Empresas) ) are confidential and cannot be shared publicly.
It contains synthetic and simulated data, along with all Stata code and output files required to reproduce the tables and figures reported in the paper and its Online Appendix.
The repository includes:
• Data folder: Synthetic datasets combining firm-level and worker-level information, and O*NET-based skill variables.
• DoFiles folder: Stata scripts to generate all tables and figures, including a master do-file that automates the full replication.
• Tablesfigs folder: Output tables (text files) and figures (image files) produced by the replication scripts.
All analyses were conducted in Stata/SE 16.1.
DOI: 10.15468/dl.4pcrs7
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (Bernice P. Bishop Museum, NMNH Extant Specimen Records (USNM, US), University of North Carolina at Chapel Hill Herbarium; Max & Fran Hommersand Algae Herbarium: Algae, SANT-Algae, University of South Florida - Algae, Asia-Pacific Dataset)",
 "TaxonKey is Kappaphycus alvarezii"
 ]
}

 The dataset includes 125 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008004-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x7ydz77c8p.4
title: From borders to boardrooms: Immigrants' impact on productivity

description: This replication package accompanies the paper “From Borders to Boardrooms: Immigrants' Impact on Productivity” ( at Economic Modelling). The original microdata used in the study (Quadros de Pessoal (QP) and SCIE (Sistema de Contas Integradas das Empresas) ) are confidential and cannot be shared publicly.
It contains synthetic and simulated data, along with all Stata code and output files required to reproduce the tables and figures reported in the paper and its Online Appendix.
The repository includes:
• Data folder: Synthetic datasets combining firm-level and worker-level information, and O*NET-based skill variables.
• DoFiles folder: Stata scripts to generate all tables and figures, including a master do-file that automates the full replication.
• Tablesfigs folder: Output tables (text files) and figures (image files) produced by the replication scripts.
All analyses were conducted in Stata/SE 16.1.
DOI: 10.17632/pj2zff4p9m
title: Dataset on Price and basic information of residential units in Nanning

description: To better frame their influence on housing prices, we organized the diverse set of influencing variables into four conceptual dimensions that are considered in house price determination: housing-specific traits, proximity to essential services, natural and environmental surroundings, and urban form and locational dynamics
DOI: 10.17632/pj2zff4p9m.3
title: Dataset on Price and basic information of residential units in Nanning

description: To better frame their influence on housing prices, we organized the diverse set of influencing variables into four conceptual dimensions that are considered in house price determination: housing-specific traits, proximity to essential services, natural and environmental surroundings, and urban form and locational dynamics
DOI: 10.17632/6mrczdbjw5
title: The Benefits of Drama and Therapeutic Theatre for Children with Disabilities: A Systematic Review and Meta-Analysis of Intervention-Based Studies

description: Theatre-based interventions are active psychotherapeutic approaches involving the intentional and systematic use of theatrical processes to primarily promote self-expression, enhance social interaction and facilitate emotional, cognitive and social development. They have increasingly been applied to support individuals with disabilities, yet evidence remains fragmented and inconsistent. This review systematically reviewed and synthesized findings from 15 intervention-based studies (n = 453 participants; 103 effect sizes) examining the developmental, social, emotional, cognitive, and behavioral outcomes of drama and therapeutic theatre programs for children with disabilities. Results indicated significant overall benefits of drama and therapeutic theatre interventions, particularly in enhancing social engagement, emotional regulation, and self-expression, with moderate effects observed in cognitive and behavioral domains. Moderator analyses suggested that intervention duration, group format, and type of disability influenced the magnitude of outcomes, with stronger effects reported for children with autism spectrum disorder and in programs of longer duration. Despite methodological variability, the overall quality of evidence was rated as moderate. Findings provide robust support for the inclusion of drama and therapeutic theatre in educational and therapeutic contexts for children with disabilities. However, challenges remain regarding intervention standardization, fidelity, and outcome measurement. Future research should prioritize larger randomized controlled trials, clearer theoretical frameworks, and systematic integration of theatre-based interventions into inclusive education and mental health policies.
DOI: 10.17632/6mrczdbjw5.1
title: The Benefits of Drama and Therapeutic Theatre for Children with Disabilities: A Systematic Review and Meta-Analysis of Intervention-Based Studies

description: Theatre-based interventions are active psychotherapeutic approaches involving the intentional and systematic use of theatrical processes to primarily promote self-expression, enhance social interaction and facilitate emotional, cognitive and social development. They have increasingly been applied to support individuals with disabilities, yet evidence remains fragmented and inconsistent. This review systematically reviewed and synthesized findings from 15 intervention-based studies (n = 453 participants; 103 effect sizes) examining the developmental, social, emotional, cognitive, and behavioral outcomes of drama and therapeutic theatre programs for children with disabilities. Results indicated significant overall benefits of drama and therapeutic theatre interventions, particularly in enhancing social engagement, emotional regulation, and self-expression, with moderate effects observed in cognitive and behavioral domains. Moderator analyses suggested that intervention duration, group format, and type of disability influenced the magnitude of outcomes, with stronger effects reported for children with autism spectrum disorder and in programs of longer duration. Despite methodological variability, the overall quality of evidence was rated as moderate. Findings provide robust support for the inclusion of drama and therapeutic theatre in educational and therapeutic contexts for children with disabilities. However, challenges remain regarding intervention standardization, fidelity, and outcome measurement. Future research should prioritize larger randomized controlled trials, clearer theoretical frameworks, and systematic integration of theatre-based interventions into inclusive education and mental health policies.
DOI: 10.17632/dchx5jwr95
title: Phosphorus cycling characteristics and soil microbial responses in different uneven-aged mixed forests of Pinus massoniana

description: This study aimed to elucidate the regulatory mechanisms underlying phosphorus (P) characteristics, P cycling functional taxa, genes, and their co-occurrence networks in uneven-aged mixed Pinus massoniana plantations. Furthermore, it identified the optimal mixing mode to provide a theoretical basis for alleviating P limitation and facilitating the sustainable management of subtropical P. massoniana forests. Four uneven-aged mixed forests formed by P. massoniana with Schima superba (PS), Elaeocarpus sylvestris (PE), Phoebe bournei (PP), and Taxus wallichiana (PT) were investigated, with a pure P. massoniana forest (CK) as the control. By quantifying plant-soil-microbe P indicators, combined with metagenomic sequencing and co-occurrence networks to evaluate the effects of uneven-aged mixing on P cycling and the associated functional taxa and genes. The results indicate that soil microorganisms in all stands exhibited P limitation. Mixed planting significantly increased litter P (LP) and soil total P (TP) content, but it did not enhance soil available P (AP) content. Among the mixed stands, PT showed relatively higher microbial biomass P (MBP) and P use efficiency (PUE), exerting a better effect on alleviating P limitation. Distinct differentiation was observed in the P cycling functional taxa among different stands. Acidoferrum acted as the core taxon for P cycling across all stands, while PT harbored a unique taxon, CAIMXF01, facilitating P uptake and transport. Notably, Streptomyces predominantly mediated inorganic P solubilization, while Rhizobium regulated organic P mineralization. The co-occurrence network between P cycling functional taxa and genes was relatively intricate in PT, and exhibited relatively high synergistic efficiency. Uneven-aged mixing of P. massoniana influenced P cycling by regulating the differentiation of functional taxa and genes, as well as the structure of their co-occurrence networks, and PT was more effective in alleviating P limitation and enhancing P cycling efficiency.
DOI: 10.17632/dchx5jwr95.1
title: Phosphorus cycling characteristics and soil microbial responses in different uneven-aged mixed forests of Pinus massoniana

description: This study aimed to elucidate the regulatory mechanisms underlying phosphorus (P) characteristics, P cycling functional taxa, genes, and their co-occurrence networks in uneven-aged mixed Pinus massoniana plantations. Furthermore, it identified the optimal mixing mode to provide a theoretical basis for alleviating P limitation and facilitating the sustainable management of subtropical P. massoniana forests. Four uneven-aged mixed forests formed by P. massoniana with Schima superba (PS), Elaeocarpus sylvestris (PE), Phoebe bournei (PP), and Taxus wallichiana (PT) were investigated, with a pure P. massoniana forest (CK) as the control. By quantifying plant-soil-microbe P indicators, combined with metagenomic sequencing and co-occurrence networks to evaluate the effects of uneven-aged mixing on P cycling and the associated functional taxa and genes. The results indicate that soil microorganisms in all stands exhibited P limitation. Mixed planting significantly increased litter P (LP) and soil total P (TP) content, but it did not enhance soil available P (AP) content. Among the mixed stands, PT showed relatively higher microbial biomass P (MBP) and P use efficiency (PUE), exerting a better effect on alleviating P limitation. Distinct differentiation was observed in the P cycling functional taxa among different stands. Acidoferrum acted as the core taxon for P cycling across all stands, while PT harbored a unique taxon, CAIMXF01, facilitating P uptake and transport. Notably, Streptomyces predominantly mediated inorganic P solubilization, while Rhizobium regulated organic P mineralization. The co-occurrence network between P cycling functional taxa and genes was relatively intricate in PT, and exhibited relatively high synergistic efficiency. Uneven-aged mixing of P. massoniana influenced P cycling by regulating the differentiation of functional taxa and genes, as well as the structure of their co-occurrence networks, and PT was more effective in alleviating P limitation and enhancing P cycling efficiency.
DOI: 10.15468/dl.5xtnm6
title: Occurrence Download

description: A dataset containing 7251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria graminea Michx."
 ]
}

 The dataset includes 7251 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010129-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kqu9e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia macrops Maul, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.2112 -0.773,8.9648 -2.2147,8.9648 1.4824,8.8631 1.3007,8.8278 -0.0747,8.2974 -0.3332,8.2112 -0.773))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010130-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vg8w5h
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Projet de parc éolien en mer des îles d'Yeu et de Noirmoutier - demande de dérogation espèces protégées - Mammifères marins Avion - Inventaire non protocolé"
 ]
}

 The dataset includes 121 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033416-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17610463
title: Survey Data on Green Consumer Behavior and Consumption Values for Eco-Friendly Soap Purchases in Indonesia (CSV)

description: This dataset contains anonymized survey responses used in the research titled “What Drives Green Choices? The Role of Emotions and Consumption Values in Eco-Friendly Soap Purchases.” The data were collected to examine how the five dimensions of the Theory of Consumption Values (functional, emotional, social, conditional, and epistemic value) influence consumer decisions to purchase environmentally friendly soap in Indonesia. The survey was administered online to Indonesian consumers aged eighteen to sixty who had previously purchased eco-friendly soap. The dataset includes responses measuring perceptions related to product performance, emotional experiences, social influences, situational conditions, curiosity-driven motivations, and purchase intentions. Demographic information such as gender, age, occupation, income, and purchasing behavior is also included to support further analysis and segmentation. All variables were measured using Likert-type scales adapted from established literature on sustainable consumption and consumer behavior. The CSV file provides item-level responses for each construct, with each row representing one respondent and each column representing a specific survey item. All personal identifiers have been removed to protect participant privacy, and the data were collected with informed consent. This dataset can be used for replication studies, comparative analyses, advanced modeling in consumer research, and educational purposes in marketing, sustainability, and behavioral science.
DOI: 10.5281/zenodo.17610464
title: Survey Data on Green Consumer Behavior and Consumption Values for Eco-Friendly Soap Purchases in Indonesia (CSV)

description: This dataset contains anonymized survey responses used in the research titled “What Drives Green Choices? The Role of Emotions and Consumption Values in Eco-Friendly Soap Purchases.” The data were collected to examine how the five dimensions of the Theory of Consumption Values (functional, emotional, social, conditional, and epistemic value) influence consumer decisions to purchase environmentally friendly soap in Indonesia. The survey was administered online to Indonesian consumers aged eighteen to sixty who had previously purchased eco-friendly soap. The dataset includes responses measuring perceptions related to product performance, emotional experiences, social influences, situational conditions, curiosity-driven motivations, and purchase intentions. Demographic information such as gender, age, occupation, income, and purchasing behavior is also included to support further analysis and segmentation. All variables were measured using Likert-type scales adapted from established literature on sustainable consumption and consumer behavior. The CSV file provides item-level responses for each construct, with each row representing one respondent and each column representing a specific survey item. All personal identifiers have been removed to protect participant privacy, and the data were collected with informed consent. This dataset can be used for replication studies, comparative analyses, advanced modeling in consumer research, and educational purposes in marketing, sustainability, and behavioral science.
DOI: 10.15468/dl.grww79
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-87.93349 29.3792,-80.18363 24.36459,-75.34662 27.7367,-72.81367 37.12905,-66.27948 43.51129,-67.71627 48.40534,-80.94342 41.23192,-84.05856 37.50895,-87.93349 29.3792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coccyzus americanus",
 "Year 2025-2025"
 ]
}

 The dataset includes 534 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033418-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zmdey
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteropus pumilus"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033420-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5m5ya6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eugenia floribunda",
 "Year 1970-2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033422-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h56yp5
title: Occurrence Download

description: A dataset containing 6455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.11_1, USA.34_1, USA.43_1, USA.10_1, USA.1_1, USA.47_1, USA.18_1, USA.25_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pueraria"
 ]
}

 The dataset includes 6455 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033423-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m23x3r
title: Occurrence Download

description: A dataset containing 440581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa"
 ]
}

 The dataset includes 440581 records from 2922 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033355-251025141854904/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.28870046
title: carbon in cattle USA.xlsx

description: Mentions, net sentiment, and major drivers of discussions of livestocks and environmental footprints.