cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1398041.10fu
title: SH1398041.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1398042.10fu
title: SH1398042.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.21415/f5qe-jj06
title: HomeBank English Davis-Kean Corpus
DOI: 10.21415/t47d-5k51
title: HomeBank MendozaMusic Password Corpus
DOI: 10.21415/t5fx1s
title: HomeBank English Challenge Corpus
DOI: 10.21415/t56d7q
title: HomeBank English Fausey Trio Public Corpus
DOI: 10.21415/t5qh5n
title: HomeBank English VanDam Public Daylong Corpus
DOI: 10.21415/3qz5-pj49
title: HomeBank English Mendoza Music Public Corpus
DOI: 10.21415/43yw-xe49
title: HomeBank English San Joaquin Valley Public Corpus
DOI: 10.21415/t52m4d
title: HomeBank English VanDam Validation Corpus
DOI: 10.21415/t5388s
title: HomeBank English VanDam Public 5-minute Corpus
DOI: 10.6084/m9.figshare.31390881
title: MinimalDataset_Instruments_Pygmalion_UTN

description: This repository contains the minimal dataset and reproducibility materials required to verify the principal findings reported in the article:<br>“Perceptions and Expectations in the Classroom from the Perspective of the Pygmalion Effect.”<br>Two language versions of the documentation are included:<br>MinimalDataset_Pygmalion_UTN_EN/ → English-translated documentation<br>MinimalDataset_Pygmalion_UTN_ES/ → Original documentation in Spanish<br>1. DATA<br>Anonymized datasets in .xlsx format.<br>Data are separated by participant group:<br>Students<br>Teachers<br>Includes Likert-scale responses used in the Confirmatory Factor Analysis (CFA).<br>All datasets were cleaned and processed to remove personal, sensitive, or identifiable information.<br>2. ANALYSIS<br>R scripts used to perform Confirmatory Factor Analysis (CFA) using the lavaan package.<br>.RData and .Rhistory files preserving the complete RStudio working environment.<br>Intermediate outputs generated during the analytical process.<br>Scripts are structured to allow full replication of reported results.<br>3. FIGURES<br>Visual structural models developed in Microsoft Visio.<br>Figures are based directly on CFA results obtained in R.<br>Models correspond to the factor structures reported in the article.<br>4. INFORMED CONSENT AND ETHICS<br>Informed consent forms used during data collection.<br>Ethical approval documentation (if required by institutional review board).<br>Full anonymization procedures were implemented.<br>The study complies with institutional ethical standards and international research integrity guidelines.<br>5. INSTRUMENTS<br>This folder includes the original questionnaires used in the study, together with validation and reliability documentation.<br>Applied Instruments<br>CCS – Classroom Climate Scale<br>ITIS – Implicit Theories of Intelligence Scale<br>SPED – Student Perception of Educational Development<br>SPPS – Student Perceived Psychological Safety<br>TEQ – Teacher Expectation Questionnaire<br>Included Documentation<br>Structured Likert-scale questionnaires<br>Delphi-method validation checklists<br>Technical reports on reliability and internal consistency<br>Expert judgment documentation<br>Factor structure validation reports<br>All instruments were administered to both students and teachers and were validated prior to implementation to ensure methodological rigor.<br>6. REPRODUCIBILITY STATEMENT<br>All analyses can be replicated using the included R scripts and datasets.The provided materials allow verification of:<br>Factor structure estimation<br>Reliability indices<br>Structural model estimation<br>Reported statistical outputs<br>7. DATA ACCESS<br>All shared data have been processed to remove any personal, sensitive, or identifiable information.<br>For additional information, extended access requests, or clarification regarding replication procedures, please contact the corresponding author.
DOI: 10.6084/m9.figshare.31390881.v1
title: MinimalDataset_Instruments_Pygmalion_UTN

description: This repository contains the minimal dataset and reproducibility materials required to verify the principal findings reported in the article:<br>“Perceptions and Expectations in the Classroom from the Perspective of the Pygmalion Effect.”<br>Two language versions of the documentation are included:<br>MinimalDataset_Pygmalion_UTN_EN/ → English-translated documentation<br>MinimalDataset_Pygmalion_UTN_ES/ → Original documentation in Spanish<br>1. DATA<br>Anonymized datasets in .xlsx format.<br>Data are separated by participant group:<br>Students<br>Teachers<br>Includes Likert-scale responses used in the Confirmatory Factor Analysis (CFA).<br>All datasets were cleaned and processed to remove personal, sensitive, or identifiable information.<br>2. ANALYSIS<br>R scripts used to perform Confirmatory Factor Analysis (CFA) using the lavaan package.<br>.RData and .Rhistory files preserving the complete RStudio working environment.<br>Intermediate outputs generated during the analytical process.<br>Scripts are structured to allow full replication of reported results.<br>3. FIGURES<br>Visual structural models developed in Microsoft Visio.<br>Figures are based directly on CFA results obtained in R.<br>Models correspond to the factor structures reported in the article.<br>4. INFORMED CONSENT AND ETHICS<br>Informed consent forms used during data collection.<br>Ethical approval documentation (if required by institutional review board).<br>Full anonymization procedures were implemented.<br>The study complies with institutional ethical standards and international research integrity guidelines.<br>5. INSTRUMENTS<br>This folder includes the original questionnaires used in the study, together with validation and reliability documentation.<br>Applied Instruments<br>CCS – Classroom Climate Scale<br>ITIS – Implicit Theories of Intelligence Scale<br>SPED – Student Perception of Educational Development<br>SPPS – Student Perceived Psychological Safety<br>TEQ – Teacher Expectation Questionnaire<br>Included Documentation<br>Structured Likert-scale questionnaires<br>Delphi-method validation checklists<br>Technical reports on reliability and internal consistency<br>Expert judgment documentation<br>Factor structure validation reports<br>All instruments were administered to both students and teachers and were validated prior to implementation to ensure methodological rigor.<br>6. REPRODUCIBILITY STATEMENT<br>All analyses can be replicated using the included R scripts and datasets.The provided materials allow verification of:<br>Factor structure estimation<br>Reliability indices<br>Structural model estimation<br>Reported statistical outputs<br>7. DATA ACCESS<br>All shared data have been processed to remove any personal, sensitive, or identifiable information.<br>For additional information, extended access requests, or clarification regarding replication procedures, please contact the corresponding author.
DOI: 10.5281/zenodo.18745894
title: HaessigDB
DOI: 10.5281/zenodo.18745893
title: HaessigDB
DOI: 10.15468/dl.8924as
title: Occurrence Download

description: A dataset containing 64840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xyrichtys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64840 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004152-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwq5ms
title: Occurrence Download

description: A dataset containing 9467 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is U.S. Fish and Wildlife Service Great Lakes Native Bee Survey"
 ]
}

 The dataset includes 9467 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004169-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18745139
title: Data repository for "Symmetry Fragmentation"

description: The data in this repository appear in Figs. 2 and 3 in the manuscript titled "Symmetry Fragmentation" (arXiv:2510.06333, to appear in PRL). Fig. 2 has two time series, one colored orange and one colored green; the data for each time series are stored as separate files with corresponding names.
DOI: 10.5281/zenodo.18745138
title: Data repository for "Symmetry Fragmentation"

description: The data in this repository appear in Figs. 2 and 3 in the manuscript titled "Symmetry Fragmentation" (arXiv:2510.06333, to appear in PRL). Fig. 2 has two time series, one colored orange and one colored green; the data for each time series are stored as separate files with corresponding names.
DOI: 10.15468/dl.sca58e
title: Occurrence Download

description: A dataset containing 10337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachymatisma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10337 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004171-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.244w5k
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "StateProvince is Tamaulipas",
 "TaxonKey is Hoffmannseggia"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004172-260221153910048/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/14933218
title: Aerothermodynamic & Kinematic Launch Telemetry
DOI: 10.25824/redu/7snpty
title: Efeitos da suplementação com extrato de beterraba sobre as concentrações plasmáticas de metaloproteinases da matriz em mulheres após a cirurgia bariátrica

description: Os dados compõem a dissertação de mestrado da aluna Alessandra de Cássia Barros, onde foi avaliado os efeitos da suplementação com extrato de beterraba sobre o perfil plasmático das metaloproteinases da matriz em pacientes que passaram pela cirurgia bariátrica ou não (grupo controle).
DOI: 10.15468/dl.55v7nt
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "InstitutionCode is one of (YPM)",
 "TaxonKey is one of (Varanus niloticus [GBIF Backbone Taxonomy], Varanus griseus [GBIF Backbone Taxonomy], Varanus exanthematicus [GBIF Backbone Taxonomy], Varanus albigularis [GBIF Backbone Taxonomy], Varanus yemenensis [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004175-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g4y6b
title: Occurrence Download

description: A dataset containing 133045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Occurrence evidence, Material citation, Specimen, Human Observation, Material sample)",
 "Continent is one of (South America, North America)",
 "TaxonKey is one of (Panthera onca, Puma concolor, Leopardus pardalis, Leopardus wiedii, Leopardus tigrinus, Leopardus guigna, Leopardus colocolo, Leopardus geoffroyi, Lynx rufus, Lynx canadensis)",
 "Year 2015-2026"
 ]
}

 The dataset includes 133045 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004144-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyc4mp
title: Occurrence Download

description: A dataset containing 153786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.504 22.396,-99.051 22.396,-99.051 23.473,-99.504 23.473,-99.504 22.396))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 153786 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004151-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v6nv5
title: Occurrence Download

description: A dataset containing 11184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gersemia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11184 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004176-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17172/nomad/2026.02.23-1
title: NOMAD dataset: HMF_on_NiOOH
DOI: 10.34740/kaggle/dsv/14934566
title: Dataset for the paper
DOI: 10.15468/dl.gqs8zu
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micruroides"
 ]
}

 The dataset includes 1106 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004178-260221153910048/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.31390884
title: Liquidity management and corporate governance data set

description: The study explores the effect of liquidity management and corporate governance on the financial performance of listed manufacturing firms in Africa. The study applied the generalized method of moments to analyze data from a sample of 83 listed manufacturing firms in Africa for the years 2017 to 2024.<b> </b>The findings reveal that liquidity and corporate governance mechanisms predominantly drives firm performance, although their effects vary across the study’s performance measures. The cash ratio and directors’ independence exhibit strong and statistically significant positive effects on Tobin’s Q, indicating that investors attach considerable importance to liquidity strength and board independence. Conversely, return on capital employed (ROCE) is more responsive to board gender diversity, which enhances operational efficiency despite showing a negative association with Tobin’s Q, suggesting a divergence between market perceptions and operational realities. Operating cash flows and reporting frequency show no significant influence in either model. Audit and risk committee meetings signals a weak association with ROCE and remain neutral for Tobin’s Q. Among control variables, firm size and leverage significantly affect Tobin’s Q, although leverage is weakly significant, whereas firm age remains insignificant. For ROCE all of the control variables remain insignificant. These results inform the need to improve liquidity and governance frameworks to boost firms’ performance within Africa’s manufacturing sector.
DOI: 10.6084/m9.figshare.31390884.v1
title: Liquidity management and corporate governance data set

description: The study explores the effect of liquidity management and corporate governance on the financial performance of listed manufacturing firms in Africa. The study applied the generalized method of moments to analyze data from a sample of 83 listed manufacturing firms in Africa for the years 2017 to 2024.<b> </b>The findings reveal that liquidity and corporate governance mechanisms predominantly drives firm performance, although their effects vary across the study’s performance measures. The cash ratio and directors’ independence exhibit strong and statistically significant positive effects on Tobin’s Q, indicating that investors attach considerable importance to liquidity strength and board independence. Conversely, return on capital employed (ROCE) is more responsive to board gender diversity, which enhances operational efficiency despite showing a negative association with Tobin’s Q, suggesting a divergence between market perceptions and operational realities. Operating cash flows and reporting frequency show no significant influence in either model. Audit and risk committee meetings signals a weak association with ROCE and remain neutral for Tobin’s Q. Among control variables, firm size and leverage significantly affect Tobin’s Q, although leverage is weakly significant, whereas firm age remains insignificant. For ROCE all of the control variables remain insignificant. These results inform the need to improve liquidity and governance frameworks to boost firms’ performance within Africa’s manufacturing sector.
DOI: 10.15468/dl.dba4as
title: Occurrence Download

description: A dataset containing 792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dinomyidae"
 ]
}

 The dataset includes 792 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004180-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/103.0988
title: Hindcast of the alkalinity addition field trial in Halifax Harbour, Canada (Fall 2023) – Sensitivity tests: Addition timing

description: The dataset provides sensitivity tests (addition timing) to the simulation of the alkalinity addition experiment that was carried out in the harbour in the Fall 2023. The model couples circulation with inorganic carbon chemistry and includes tracers to simulate the fate of the alkalinity addition (particulate and dissolved phases) and its effects on inorganic carbon parameters and air-sea CO2 fluxes in the Halifax Harbour and the inner Scotian Shelf. Results of the 6-month simulations (October 1, 2023 to April 1, 2024) were used to determine the sensitivity of the hindcast to the timing of the alkalinity addition.
DOI: 10.20383/103.0989
title: Hindcast of the alkalinity addition field trial in Halifax Harbour, Canada (Fall 2023) – Sensitivity tests: Dissolution rate

description: The dataset provides a sensitivity test (faster dissolution rate) to the simulation of the alkalinity addition experiment that was carried out in the harbour in the Fall 2023. The model couples circulation with inorganic carbon chemistry and includes tracers to simulate the fate of the alkalinity addition (particulate and dissolved phases) and its effects on inorganic carbon parameters and air-sea CO2 fluxes in the Halifax Harbour and the inner Scotian Shelf. Results of the 6-month simulations (October 1, 2023 to April 1, 2024) were used to determine the sensitivity of the hindcast to the dissolution rate of the feedstock.
DOI: 10.20383/103.0991
title: Hindcast of the alkalinity addition field trial in Halifax Harbour, Canada (Fall 2023) – Sensitivity tests: Seabed loss

description: The dataset provides a sensitivity test (20% seabed loss of particulate feedstock) to the simulation of the alkalinity addition experiment that was carried out in the harbour in the Fall 2023. The model couples circulation with inorganic carbon chemistry and includes tracers to simulate the fate of the alkalinity addition (particulate and dissolved phases) and its effects on inorganic carbon parameters and air-sea CO2 fluxes in the Halifax Harbour and the inner Scotian Shelf. Results of the 6-month simulations (October 1, 2023 to April 1, 2024) were used to determine the sensitivity of the hindcast to the loss of feedstock in the sediment.
DOI: 10.20383/103.01204
title: Dataset for Logozzo et al. Global Biogeochemical Cycles "Agricultural land use impacts aquatic greenhouse gas emissions from wetlands in the Canadian Prairie Pothole Region"

description: This dataset presents a survey of greenhouse gas content, emissions rates, and biogeochemical features of open water wetland habitats in the three prairie provinces of the Canadian Prairies. A subset of the data have been previously published by Soued et al. 2024. Nature Communications, but this dataset is revised to correct for a minor error found in those data. As stated in the current manuscript, we used Equation 2 to calculate the flux gas transfer coefficient (k) of each greenhouse gas: k_"gas" =k_600 〖((Sc_"gas" )/(Sc_600 ))^n where n is a constant that ranges from –0.67 to –0.5; however, we used an outdated reference (Cole & Caraco, 1998) that erroneously stated the allowed range to be –0.67 to 1. As such, the n we chose (+0.67) is too high, resulting in fluxes being, on average, approximately 20% higher than actual fluxes (when using the more appropriate n = –0.67). This error is corrected in the current dataset and an author correction note accompanies the manuscript.
DOI: 10.5281/zenodo.18745691
title: Water potential data for "Drought, fog, and flexibility: How trait plasticity supports the distribution of Fagus grandifolia across a wide range of site conditions in Central Appalachia"
DOI: 10.5281/zenodo.18745690
title: Water potential data for "Drought, fog, and flexibility: How trait plasticity supports the distribution of Fagus grandifolia across a wide range of site conditions in Central Appalachia"
DOI: 10.5281/zenodo.18746262
title: MIDDLE HIGH GERMAN PaVeDa

description: Version 1.0

!Glosses to be checked!
DOI: 10.5281/zenodo.18746261
title: MIDDLE HIGH GERMAN PaVeDa

description: Version 1.0

!Glosses to be checked!