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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Habenaria schlechteri Kraenzl.",
 "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 ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051461-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29338997
title: <b>Influence of termite mounds on the soil seed bank of miombo herbaceous species and the potential role of their functional traits</b>

description: <b>Description</b>This folder contains the datasets and R scripts associated with the study mentioned above.<b>File contents</b><b>Boxplot species and family composition of the herbaceous soil seed bank: </b>the script and data<b> </b>(Script cumulative boxplot_SPECIES_FAMILY.txt)<b>Graphic </b><b>density of the 83 species in the established vegetation and in the soil seed bank:</b> the script (Script BANQUE_GRAPHIQUE_GROUPS.txt) and data (1.data_BANQUE_GROUPE_OK.txt)<b>Boxplot</b><b> distribution of 48 species in relation to habitat:</b> the script and data (Script cumulative boxplot_48SPECIES_ GROUPS.R).<b>Functional traits analysis</b>Script of Anova (ANOVA_TRAITS_BANQUE_48SPECIES.R) and trait data transformed: for Global (TRAITS_BANQUE_48SPECIES_TRANSF_GLO.txt), for Matrix (TRAITS_BANQUE_48SPECIES_TRANSF_MAT.txt), for Base (TRAITS_BANQUE_48SPECIES_TRANSF_BAS.txt), for Slope (TRAITS_BANQUE_48SPECIES_TRANSF_SLO.txt) and for Top (TRAITS_BANQUE_48SPECIES_TRANSF_TOP.txt).script LDA functional traits (LDA_BANQUE_TRAITS48.R) and Data traits for species (LDA_TRAITS_BANQUE_48SPECIES.txt).<b>Analysis of environmental variables</b>Data environmental transformed (JENV_BANQUE_LDA_TRANSFORMED.txt) and PCA script (ACP_ENV_BANQUE + TD.txt) and ANOVA script (ANOVA_ENV_BANQUE)<b>Use</b>All scripts are compatible with R version ≥ 4.2.0. The required packages are mentioned in each R script.
DOI: 10.6084/m9.figshare.29338997.v1
title: <b>Influence of termite mounds on the soil seed bank of miombo herbaceous species and the potential role of their functional traits</b>

description: <b>Description</b>This folder contains the datasets and R scripts associated with the study mentioned above.<b>File contents</b><b>Boxplot species and family composition of the herbaceous soil seed bank: </b>the script and data<b> </b>(Script cumulative boxplot_SPECIES_FAMILY.txt)<b>Graphic </b><b>density of the 83 species in the established vegetation and in the soil seed bank:</b> the script (Script BANQUE_GRAPHIQUE_GROUPS.txt) and data (1.data_BANQUE_GROUPE_OK.txt)<b>Boxplot</b><b> distribution of 48 species in relation to habitat:</b> the script and data (Script cumulative boxplot_48SPECIES_ GROUPS.R).<b>Functional traits analysis</b>Script of Anova (ANOVA_TRAITS_BANQUE_48SPECIES.R) and trait data transformed: for Global (TRAITS_BANQUE_48SPECIES_TRANSF_GLO.txt), for Matrix (TRAITS_BANQUE_48SPECIES_TRANSF_MAT.txt), for Base (TRAITS_BANQUE_48SPECIES_TRANSF_BAS.txt), for Slope (TRAITS_BANQUE_48SPECIES_TRANSF_SLO.txt) and for Top (TRAITS_BANQUE_48SPECIES_TRANSF_TOP.txt).script LDA functional traits (LDA_BANQUE_TRAITS48.R) and Data traits for species (LDA_TRAITS_BANQUE_48SPECIES.txt).<b>Analysis of environmental variables</b>Data environmental transformed (JENV_BANQUE_LDA_TRANSFORMED.txt) and PCA script (ACP_ENV_BANQUE + TD.txt) and ANOVA script (ANOVA_ENV_BANQUE)<b>Use</b>All scripts are compatible with R version ≥ 4.2.0. The required packages are mentioned in each R script.
DOI: 10.15468/dl.8df22r
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Amietia angolensis (Bocage, 1866)"
 ]
}

 The dataset includes 288 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051463-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.387tdw
title: Occurrence Download

description: A dataset containing 2195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((6.37207 45.79817, 10.810547 45.79817, 10.810547 48.224674, 6.37207 48.224674, 6.37207 45.79817))",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 2195 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051462-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyy9zs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Habenaria schlechteri Kraenzl.",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051464-250525065834625/datasets/export for details.
DOI: 10.5258/soton/wp00822
title: Population, vaccination coverage, and zero-dose children estimates for Côte D’Ivoire version 1.0

description: These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the Reach the Unreached – Digital technologies to map zero-dose and unreached children in West and Central Africa project, funded by UNICEF — The United Nations Children’s Fund (contract No. 43387656). The project is led by UNICEF West Africa Regional Office focusing on five West African countries: Cameroon, Chad, Côte D’Ivoire, Guinea and Mali. The partners include the UNICEF Country Offices, WorldPop at the University of Southampton, MapAction and CartONG.

This data release provides gridded population, vaccination coverage and zero dose children estimates for Côte D’Ivoire. The reference year of this data package is 2021.

All GIS files in this data release have the geographic coordinate system of WGS84 (World Geodetic System 1984). 

Population modelling used a Random Forest (RF)-based dasymetric mapping approach of observed or projected census population counts, developed by Stevens et al. (2015) and implemented in the popRF ‘R’ package by Bondarenko et al. (2021). The modelling disaggregated the 2021 census results. These population estimates have a spatial resolution of approximately 100-metre (0.0008333 decimal degrees grid) and also contain age and sex disaggregated results with the same spatial resolution. 

Geo-statistical estimates of under-vaccinated (DPT3 antigen coverage) and zero-dose (DPT1 coverage) children under one-year-old utilised a Bayesian spatial regression model (Utazi et al. 2021; 2022; 2023), implemented by Chaudhuri et al. (2025). This application utilised the 2021 DHS for the modelling. The vaccination coverage estimates have a spatial resolution of approximately 1-kilometre resolution (0.008333 decimal degrees grid), but the results are also aggregated up to the various administrative levels in GIS shapefile and table formats. 

The number of zero dose and under-vaccinated children for DTP1 and DTP3 was estimated by integrating the estimated number of children under the age of 1 and the vaccination coverage estimates in a GIS workflow (https://github.com/wpgp/RtU_vaccination_modelling/tree/main/Zero-dose). The zero dose children estimates have a spatial resolution of approximately 1-kilometre resolution (0.008333 decimal degrees grid), but the results are also aggregated up to the various administrative levels in GIS shapefile and table formats. 

Details of the inputs, methodologies and outputs are found in the specific subfolders (Population Estimates, Vaccination Estimates, Zero-dose results).
DOI: 10.17632/mbfhygpyhr
title: Influence of exosomal miR-150-3p on interstitial cells of Cajal proliferation and mechanism underlying Banxia Xiexin Decoction intervention

description: The associations between exosomal miRNAs and DGIM and the molecular mechanisms through which BXD regulates ICC proliferation via exosomal miRNAs were investigated.
DOI: 10.17632/mbfhygpyhr.1
title: Influence of exosomal miR-150-3p on interstitial cells of Cajal proliferation and mechanism underlying Banxia Xiexin Decoction intervention

description: The associations between exosomal miRNAs and DGIM and the molecular mechanisms through which BXD regulates ICC proliferation via exosomal miRNAs were investigated.
DOI: 10.15468/dl.86zfbr
title: Occurrence Download

description: A dataset containing 1158759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Dragonfly records from the British Dragonfly Society Recording Scheme",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset includes 1158759 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051452-250525065834625/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/12197031
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17632/s7j4935fwm.1
title: JS/SCPTU/372 Database

description: The JS/SCPTU/372 database covers 7 key parameters of Quaternary cohesive soils, including cone tip resistance (qt), sleeve friction (fs), pore water pressure (u2), shear wave velocity (Vs), overconsolidation ratio (OCR), sensitivity (St), and undrained shear strength (Su). This database contains 372 records, each representing a 1.0 m interval, compiled from 26 representative sites across Jiangsu Province, China. All entries include both high-quality in-situ SCPTU measurements and corresponding laboratory test results, with rigorous quality control following international standards. The JS/SCPTU/372 database provides a comprehensive and open-access dataset for investigating multivariate correlations among geotechnical parameters in soft, cohesive soils, supporting advances in data-driven site characterization and model development.
DOI: 10.17632/md324cfjv3
title: Supplemental figures and tables for EGFP-SD and PD-1-SD degradation study

description: Differential protein degradation with a super-degron tag and thalidomide analogs: EGFP is degraded in wild-type mouse cell, while PD-1 requires CRBN humanization, providing new insights into T cell regulation. The dataset includes all supplementary figures and tables.
DOI: 10.17632/md324cfjv3.2
title: Supplemental figures and tables for EGFP-SD and PD-1-SD degradation study

description: Differential protein degradation with a super-degron tag and thalidomide analogs: EGFP is degraded in wild-type mouse cell, while PD-1 requires CRBN humanization, providing new insights into T cell regulation. The dataset includes all supplementary figures and tables.
DOI: 10.17632/6g9zhgknn2
title: List of PKL and mzML files generated by LC-MS/MS for identification of amaranth and quinoa seed storage proteins

description: Amaranth and quinoa seed proteins were extracted by a polarity-based method. Hydrophilic and hydrophobic proteins were analysed by 2-DE, and the representative spots for each species were identified by LC-MS/MS. AH1, hydrophilic amaranth proteins; AH0, hydrophobic amaranth proteins; CH1, hydrophilic quinoa proteins; CH0, hydrophobic quinoa proteins.
DOI: 10.17632/6g9zhgknn2.1
title: List of PKL and mzML files generated by LC-MS/MS for identification of amaranth and quinoa seed storage proteins

description: Amaranth and quinoa seed proteins were extracted by a polarity-based method. Hydrophilic and hydrophobic proteins were analysed by 2-DE, and the representative spots for each species were identified by LC-MS/MS. AH1, hydrophilic amaranth proteins; AH0, hydrophobic amaranth proteins; CH1, hydrophilic quinoa proteins; CH0, hydrophobic quinoa proteins.
DOI: 10.17632/kk49s4zjgz.2
title: Betting against the odds? The effect of mental health on problem gambling behavior

description: This study examines mental health as a risk factor for problem gambling using a longitudinal data from Australia. We hypothesize that poor mental health increases the probability of engaging in problem gambling. We find that poor mental health can increase the likelihood of problem gambling. Our findings highlight the importance of prioritizing mental health alongside, or even above, changes to gambling regulations.

This paper uses unit record data from the Household, Income and Labour Dynamics in Australia (HILDA) Survey. The findings and views reported in this paper, however, are those of the authors and
should not be attributed to either FaHCSIA or the Melbourne Institute. 

Please be noted that the the users agreement states that users are prohibited from matching, sharing, linking, integrating, or merging HILDA data with other datasets without explicit permission from the Australian Government Department of Social Services (DSS). Therefore, the dataset cannot be shared by any cases. The researchers can request for HILDA data access through the Australian Data Archive Dataverse platform. The authors can provid STATA code files for analysis. (1) A DO-file to clean and generate the necessary variables in our analysis. And, (2) A DO-file to make the tables appeared in the paper.
DOI: 10.15468/dl.5psfxq
title: Occurrence Download

description: A dataset containing 2163125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 2163125 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051456-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2px239vxp5
title: green manure N loss

description: N2O and NH3 emissions after green manuring
DOI: 10.17632/2px239vxp5.1
title: green manure N loss

description: N2O and NH3 emissions after green manuring
DOI: 10.17632/365r7z2y3h
title: Field and experiment dataset

description: Seasonal measurements of seagrass morphometrics (leaf length, shoot density) and biomass collected from core samples (5x10cm diameter) taken from five sites in Langebaan Lagoon, South Africa. Related environmental data (temperature, salinity, turbidity, pH, Chl a, O2) measured using a handheld probe are also included. Experimental data from a mesocosm study assessing trait responses under varying temperature treatments are also provided.
DOI: 10.17632/365r7z2y3h.2
title: Field and experiment dataset

description: Seasonal measurements of seagrass morphometrics (leaf length, shoot density) and biomass collected from core samples (5x10cm diameter) taken from five sites in Langebaan Lagoon, South Africa. Related environmental data (temperature, salinity, turbidity, pH, Chl a, O2) measured using a handheld probe are also included. Experimental data from a mesocosm study assessing trait responses under varying temperature treatments are also provided.
DOI: 10.17632/d4gzndpsm3
title: Listening across coral reefs: dataframe and code

description: This deposit contains:
- "acoustic_metrics_dataframe.csv": a CSV file presenting the values of 503 acoustic metrics calculated for each minute of cleaned soundscape recordings (i.e., minutes affected by boats, waves, and divers have been removed) across 98 sites located in Réunion Island, Mayotte Island, and Guadeloupe Island.
- "metrics_selections.r": an R script containing the code used to classify sites based on acoustic metrics using Random Forest and Generalized Linear Models classification models, and to identify each situation (island and day period) discriminant acoustic metrics.
DOI: 10.17632/d4gzndpsm3.2
title: Listening across coral reefs: dataframe and code

description: This deposit contains:
- "acoustic_metrics_dataframe.csv": a CSV file presenting the values of 503 acoustic metrics calculated for each minute of cleaned soundscape recordings (i.e., minutes affected by boats, waves, and divers have been removed) across 98 sites located in Réunion Island, Mayotte Island, and Guadeloupe Island.
- "metrics_selections.r": an R script containing the code used to classify sites based on acoustic metrics using Random Forest and Generalized Linear Models classification models, and to identify each situation (island and day period) discriminant acoustic metrics.
DOI: 10.17632/xkzsrwxwbs
title: AquaCrop simulation of maize in the Republic of Moldova

description: This research assessed the impacts of climate change and adaptation strategies on maize in the Republic of Moldova. AquaCrop modeling was conducted using a number of different combinations of factors (each listed in order in each simulation output file name): medium cycle variety of maize, three locations (Soroca, Chisinau, and Cahul), three sowing dates (early 26 Apr, reference 11 May, and late 26 May), two management practices (optimal and non-optimal), two climate change scenarios (Representative Concentration Pathway (RCP) 2.6 and 8.5), and three Global Climate Models (MOHC-HadGEM2-ES, MPI-M-MPI-ESM-LR, and NCC-NorESM1) over the simulation period of 90 years (2010-2100). Each simulation has two files: project files (.PRM) and seasonal output files (season.OUT).
DOI: 10.17632/xkzsrwxwbs.1
title: AquaCrop simulation of maize in the Republic of Moldova

description: This research assessed the impacts of climate change and adaptation strategies on maize in the Republic of Moldova. AquaCrop modeling was conducted using a number of different combinations of factors (each listed in order in each simulation output file name): medium cycle variety of maize, three locations (Soroca, Chisinau, and Cahul), three sowing dates (early 26 Apr, reference 11 May, and late 26 May), two management practices (optimal and non-optimal), two climate change scenarios (Representative Concentration Pathway (RCP) 2.6 and 8.5), and three Global Climate Models (MOHC-HadGEM2-ES, MPI-M-MPI-ESM-LR, and NCC-NorESM1) over the simulation period of 90 years (2010-2100). Each simulation has two files: project files (.PRM) and seasonal output files (season.OUT).
DOI: 10.15468/dl.w389fm
title: Occurrence Download

description: A dataset containing 25237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Coleção de Ictiologia do MZUSP",
 "TaxonKey is Characidae"
 ]
}

 The dataset includes 25237 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051465-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fjrfkkt7mp
title: Dataset Vision, Mission and Core Values of Top 100 Universities (QS Ranking 2025)

description: University Selection Framework:
The top 100 universities were identified using the QS World University Rankings 2025, ensuring a globally competitive and regionally diverse sample.

Data Collection: 
For each institution, the official website was examined to extract:
1. Vision Statement
2. Mission Statement
3. Core Values

This ensured the authenticity and institutional accuracy of the content analyzed.

Analytical Approach: 
Each statement was evaluated using predefined criteria matrices:
1. Vision Statements: Assessed against nine characteristics (e.g., clarity, realism, uniqueness).
2. Mission Statements: Evaluated using characteristics (e.g., relevance, scope, inspiration) and core components (e.g., customers, markets, philosophy).
3. Core Values: Categorized into Moral, Professional, and Cultural dimensions, using defined attributes.
DOI: 10.17632/fjrfkkt7mp.1
title: Dataset Vision, Mission and Core Values of Top 100 Universities (QS Ranking 2025)

description: University Selection Framework:
The top 100 universities were identified using the QS World University Rankings 2025, ensuring a globally competitive and regionally diverse sample.

Data Collection: 
For each institution, the official website was examined to extract:
1. Vision Statement
2. Mission Statement
3. Core Values

This ensured the authenticity and institutional accuracy of the content analyzed.

Analytical Approach: 
Each statement was evaluated using predefined criteria matrices:
1. Vision Statements: Assessed against nine characteristics (e.g., clarity, realism, uniqueness).
2. Mission Statements: Evaluated using characteristics (e.g., relevance, scope, inspiration) and core components (e.g., customers, markets, philosophy).
3. Core Values: Categorized into Moral, Professional, and Cultural dimensions, using defined attributes.
DOI: 10.15468/dl.y2zybq
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Riama striata (Peters, 1863)"
 ]
}

 The dataset includes 157 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051469-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r4t8258k5c
title: Koushik_HCCD

description: Handwritten camera captured dataset
DOI: 10.17632/r4t8258k5c.4
title: Koushik_HCCD

description: Handwritten camera captured dataset
DOI: 10.6084/m9.figshare.29328434
title: Solidification profiles for Victrex PAEK AM 200

description: This research comprises the solidification and cooling profiles of Victrex PAEK AM 200 obtained using a combination of Dynamic Mechanical Analysis (DMA), Rotational Rheometry (RR), the Successive Self-nucleation and Annealing Protocol (SSA) and infrared (IR) thermography. <br>
DOI: 10.6084/m9.figshare.29328434.v1
title: Solidification profiles for Victrex PAEK AM 200

description: This research comprises the solidification and cooling profiles of Victrex PAEK AM 200 obtained using a combination of Dynamic Mechanical Analysis (DMA), Rotational Rheometry (RR), the Successive Self-nucleation and Annealing Protocol (SSA) and infrared (IR) thermography. <br>
DOI: 10.15468/dl.ts2e5j
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Amietia angolensis (Bocage, 1866)"
 ]
}

 The dataset includes 288 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051471-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7xd4krfgxy
title: SIF combined with the InTEC model studies the temporal and spatial evolution of carbon sequestration in Chinese bamboo forests

description: SIF combined with the InTEC model studies the temporal and spatial evolution of carbon sequestration in Chinese bamboo forests