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

description: A dataset containing 360555 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scomber scombrus"
 ]
}

 The dataset includes 360555 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007928-251120083545085/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.28881749.v8
title: 3D-GloBFP: the first global three-dimensional building footprint dataset (PART Ⅱ, grid ID: 401-699)

description: The 3D Global Building Footprints (3D-GloBFP) dataset is the first global-scale building height dataset at the individual building footprint level for the year 2020, generated through the integration of multisource Earth Observation (EO) data and the extreme gradient boosting (XGBoost) model. The reliability and accuracy of 3D-GloBFP have been validated across 33 subregions, achieving R² values ranging from 0.66 to 0.96 and root-mean-square errors (RMSEs) between 1.9 m and 14.6 m. The dataset is divided into spatial grid-based tiles, each stored as an individual ShapeFile (.shp) containing estimated building heights (in meters) in attribute tables. See world_grid.shp and readme.txt at https://doi.org/10.5281/zenodo.11319912 for grid partitioning and naming details.
DOI: 10.5281/zenodo.17709019
title: Synthetic dataset from the manuscript "Deep learning recognition and analysis of Volatile Organic Compounds based on experimental and synthetic infrared absorption spectra"

description: Synthetic dataset of IR absorption spectra of volatile organic compounds (VOCs) generated by the conditional variational autoencoder described in the manuscript 'Deep learning recognition and analysis of Volatile Organic Compounds based on experimental and synthetic infrared absorption spectra'. --------------------------------------------------------------------------------------------------------

Each folder contains multiple .npy files each containing 10 generated spectra associated to a fixed concentration in parts per milions [ppm]. The concentration is reported in the file name:{class_name}_PPM{concentration in ppm}.npy

The concentrations span the range of values of the experimental dataset, generated with a step of 1 ppm.

The dimension of each file is (10, 622), where 10 represents the different spectra and 622 is the number of channels corresponding to the range 700 - 1300 cm^{-1}.

Directory tree structure:

- Air- Acetone, 82 concentrations from 5 to 86 ppm- Benzene, 66 concentrations from 18 to 83 ppm- Ethanol, 40 concentrations from 9 to 48 ppm- Isopropanol, 92 concentrations from 1 to 92 ppm- m-Xylene, 63 concentrations from 15 to 77 ppm- o-Xylene, 49 concentrations from 33 to 81 ppm- p-Xylene, 20 concentrations from 40 to 59 ppm- Styrene, 81 concentrations from 1 to 81 ppm- Toluene, 58 concentrations from 26 to 83 ppm
DOI: 10.15468/dl.8nerr9
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pteronotropis welaka"
 ]
}

 The dataset includes 355 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007970-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t4w9e
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lontra canadensis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 1313 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007971-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-2403664_v1
title: Dataset for Hydro-mechanical-chemical behavior of sedimentary rock during CO2 injection

description: This dataset encompasses experimental results supporting the upcoming journal paper, "Hydro-mechanical-chemical behavior of sedimentary rock during CO2 injection". The dataset includes the measurements and analyses conducted under controlled laboratory conditions, capturing changes in poroviscoelastic properties and pore structure after CO2 treatment.
DOI: 10.15468/dl.wym3m6
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pimelodella leptosoma"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007972-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17292491
title: Dataset for Ambient Noise Tomography in the Bayan Obo Region Using a Seismic Dense Array

description: This dataset contains the codes and data related to the ambient noise tomography study in the Bayan Obo region using a seismic dense array.

It includes:





Noise cross-correlation functions (NCFs);


Codes and results of the subarray multichannel analysis surface wave (MASW) method;



Phase velocity dispersion curves extracted using the two-station method;




Codes and results of phase velocity tomography;




The final three-dimensional shear-wave velocity (Vs) model obtained from inversion.
DOI: 10.5281/zenodo.17292490
title: Dataset for Ambient Noise Tomography in the Bayan Obo Region Using a Seismic Dense Array

description: This dataset contains the codes and data related to the ambient noise tomography study in the Bayan Obo region using a seismic dense array.

It includes:





Noise cross-correlation functions (NCFs);


Codes and results of the subarray multichannel analysis surface wave (MASW) method;



Phase velocity dispersion curves extracted using the two-station method;




Codes and results of phase velocity tomography;




The final three-dimensional shear-wave velocity (Vs) model obtained from inversion.
DOI: 10.15468/dl.vcfkat
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Durianella echinulata"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007973-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17713419
title: VIRUSLI INFEKSIYALARNING DIAGNOSTIKASI
DOI: 10.5281/zenodo.17713418
title: VIRUSLI INFEKSIYALARNING DIAGNOSTIKASI
DOI: 10.5281/zenodo.17713350
title: Dataset and code for Doshi et al., "Availability of consent forms in ClinicalTrials.gov for industry-sponsored trials" (Health Affairs Scholar 2025)

description: This is the dataset, downloaded from ClinicalTrials.gov on July 1, 2025, and code (written in Stata) used to analyze and generate the results presented in the journal article mentioned in the title.
DOI: 10.5281/zenodo.17713349
title: Dataset and code for Doshi et al., "Availability of consent forms in ClinicalTrials.gov for industry-sponsored trials" (Health Affairs Scholar 2025)

description: This is the dataset, downloaded from ClinicalTrials.gov on July 1, 2025, and code (written in Stata) used to analyze and generate the results presented in the journal article mentioned in the title.
DOI: 10.15468/dl.nr33yt
title: Occurrence Download

description: A dataset containing 3775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-121.80065 -39.00871,-33.63878 -39.00871,-33.63878 31.24883,-121.80065 31.24883,-121.80065 -39.00871))",
 "OccurrenceStatus is Present",
 "TaxonKey is Indigofera suffruticosa",
 "Year 1915-2025"
 ]
}

 The dataset includes 3775 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007974-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpg3a7
title: Occurrence Download

description: A dataset containing 4882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus americanus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 4882 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007975-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17713307
title: Concentration of rare earth elements in mussels' tissues and shells and in sediments of Lake Maggiore and Lake Orta

description: Mussels ability to reduce heavy metals (and rare earth elements) pollution was evaluated in field by translocating mussels from unpolluted Lake Maggiore to polluted Lake Orta. Metals and rare earth elements were quantified in mussel soft tissues (short-term accumulation) and shells (long-term accumulation), alongside sediment analysis. Dataset lists elements (REE) concentrations in mussels' tissues and shells and in sediments of Lake Maggiore (Baveno) and Lake Orta (Orta and Gozzano) measured after translocation from a donor population (uncontaminated site) to the polluted site (Lake Orta).
DOI: 10.5281/zenodo.17713306
title: Concentration of rare earth elements in mussels' tissues and shells and in sediments of Lake Maggiore and Lake Orta

description: Mussels ability to reduce heavy metals (and rare earth elements) pollution was evaluated in field by translocating mussels from unpolluted Lake Maggiore to polluted Lake Orta. Metals and rare earth elements were quantified in mussel soft tissues (short-term accumulation) and shells (long-term accumulation), alongside sediment analysis. Dataset lists elements (REE) concentrations in mussels' tissues and shells and in sediments of Lake Maggiore (Baveno) and Lake Orta (Orta and Gozzano) measured after translocation from a donor population (uncontaminated site) to the polluted site (Lake Orta).
DOI: 10.7910/dvn/fwnlwk
title: Climate Change and Its Implications for Community Health: Challenges and Strategies for Adaptation

description: Climate Change and Its Implications for Community Health: 
Challenges and Strategies for Adaptation
Climate change is an existential threat to public health worldwide, producing 
immediate and long-term impacts on mortality and morbidity through direct pathways 
(heat waves, extreme weather events) and indirect pathways (air quality deterioration, 
food and water insecurity, vector-borne disease spread, population displacement, 
mental health burden). Vulnerability and resilience to these health impacts vary 
widely across and within countries, driven by socioeconomic context, health system 
capacity, governance, and exposure. This paper synthesizes current evidence from 
global assessments and peer-reviewed literature, proposes a theoretical framing 
combining the Social Determinants of Health and the Vulnerability–Resilience 
frameworks, presents a comparative analysis between developing and developed 
countries using global datasets (heat-related mortality and health expenditure 
indicators), and outlines evidence-based adaptation strategies at community, health 
system, and policy levels. Key findings: (1) heat-related mortality and many climatedriven health risks are increasing; (2) low- and middle-income countries (LMICs) 
face disproportionate burdens due to lower adaptive capacity; (3) integrated 
adaptation (health system strengthening, early warning, social protection, urban 
planning) produces co-benefits for health and development; and (4) financing and 
governance gaps remain major barriers to effective climate–health adaptation. The 
paper concludes with prioritized recommendations and a research agenda.
DOI: 10.15468/dl.mt2acj
title: Occurrence Download

description: A dataset listing the 262 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invasive Plant Atlas of the MidSouth (IPAMS)"
 ]
}

 The dataset's 262 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007968-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17712916
title: Velella velella in the Mediterranean Sea

description: This dataset presents presence and absence data of Velella velella in the Mediterranean Sea from 1841 to 2024. It contains the date and the localisation of the data at the finest scale available. Authorship details are presented to ensure traceability and long-term accessibility. An R project containing the data used and the scripts created is also openly available.
DOI: 10.15468/dl.c9yxef
title: Occurrence Download

description: A dataset containing 6100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhincodon",
 "Year 1840-2025"
 ]
}

 The dataset includes 6100 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007977-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66smnw
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalbergia retusa Hemsl."
 ]
}

 The dataset includes 705 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013813-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yafbp
title: Occurrence Download

description: A dataset containing 5625259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GbifRegion is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 5625259 records from 5488 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007196-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh2xq5
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago sativa",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024783-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4766qa
title: Occurrence Download

description: A dataset containing 11484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago sativa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11484 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024782-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16908371
title: SARS-CoV-2 Infektionen in Deutschland

description: Der vorliegende Datansatz enthält umfassende Informationen zu SARS-CoV-2-Infektionen in Deutschland, die gemäß dem Infektionsschutzgesetze (IfSG) von den Gesundheitsämtern an das Robert Koch-Institut (RKI) gemeldet wurden. Die Daten umfassen Informationen zur Anzahl der bestätigten Fälle, Todesfälle und Genesungen, aus denen sich weitere Kennzahlen im Zusammenhang mit der COVID-19-Pandemie ableiten lassen. Der Datensatz wird täglich aktualisiert und enthält detaillierte Informationen auf Landkreisebene, die nach verschiedenen Altersgruppen aufgeschlüsselt sind. Die Bereitstellung des Datensatzes soll dazu beitragen, das Verständnis der COVID-19-Pandemie in Deutschland zu verbessern und die Berichterstattung, Forschung und Analyse in diesem Bereich zu unterstützen.
DOI: 10.60493/834bd-mww13
title: Historical Climate Observations of Thunderstorms and Hail in Central Europe (1000–1900)

description: Brief Description
This dataset compiles historical observations of thunderstorms and hail in Central Europe between 1000 and 1900. The information is derived from written text sources from various regions, with a particular focus on German-speaking areas. The dataset is continuously expanded, with special attention to periods for which no or only limited records exist.
README
For comprehensive documentation including file structure, column descriptions, data processing details, and citation guidelines, please refer to the README.md file included in the repository.
DOI: 10.5517/ccdc.csd.cc2p3cmt
title: CCDC 2475896: Experimental Crystal Structure Determination

description: Related Article: J. T. Mague, R. Takjoo|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.z29kuu
title: Occurrence Download

description: A dataset containing 258961 records in GBIF matching the query:
SELECT
 '395' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)) AS cell,
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 46.479780028101516
 AND decimalLatitude &lt;= 51.21395264452012
 AND decimalLongitude &gt;= 6.294398091796208
 AND decimalLongitude &lt;= 13.362876032781879
 AND "year" &gt;= 2000
 AND "year" &lt;= 2025
 AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 258961 records were derived from 1525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032913-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.14849.31844
title: Human resources as a competitive advantage: hypothesis of reorganization, processes, and functioning of Defense 4.0
DOI: 10.6084/m9.figshare.30618824
title: Mplus Code for Model 2 from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The Mplus code employed for the construction and analysis of Model 2 in the research.
DOI: 10.6084/m9.figshare.30618824.v1
title: Mplus Code for Model 2 from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The Mplus code employed for the construction and analysis of Model 2 in the research.
DOI: 10.6084/m9.figshare.30618827
title: Dataset from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The dataset used for the Multilevel Structural Equation Modeling (MSEM) analysis in the research.
DOI: 10.6084/m9.figshare.30618827.v1
title: Dataset from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The dataset used for the Multilevel Structural Equation Modeling (MSEM) analysis in the research.
DOI: 10.6084/m9.figshare.30618833
title: Mplus Code for Model 1 from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The Mplus code employed for the construction and analysis of Model 1 in the research.
DOI: 10.6084/m9.figshare.30618833.v1
title: Mplus Code for Model 1 from Environmental adversity, life history traits, and cognitive functioning in children and adolescents

description: The Mplus code employed for the construction and analysis of Model 1 in the research.
DOI: 10.18745/uhra.herts.ac.uk.00026140
title: User experience (UX) persona development for the optimisation of Wrapped, a digital health behaviour change intervention

description: Methods for processing the data: Excel was used to organize, process, and analyse the data.

Instrument- or software-specific information needed to interpret the data: Excel

Standards and calibration information, if appropriate: N/A

Environmental/experimental conditions: see "Description of methods used for collection/generation of data" above

Describe any quality-assurance procedures performed on the data: Transcripts checked for accuracy against the audio recordings.

People involved with sample collection, processing, analysis and/or submission: Schumacher, L; Simmons, I
DOI: 10.15468/dl.8kaq5t
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Waltheria indica"
 ]
}

 The dataset includes 667 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032924-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59rh87
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.30_1",
 "Geometry POLYGON((-109.73424 13.87974,-78.34154 13.87974,-78.34154 26.43088,-109.73424 26.43088,-109.73424 13.87974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nasua narica"
 ]
}

 The dataset includes 264 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032925-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17608268
title: Data and Rscripts for taxonomic and functional turnover analysis during vermicomposting
DOI: 10.5281/zenodo.17608269
title: Data and Rscripts for taxonomic and functional turnover analysis during vermicomposting