cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jp427t
title: Occurrence Download

description: A dataset containing 669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus tzabcan"
 ]
}

 The dataset includes 669 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037152-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf53j6
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.3688 30.59913, -113.2188 30.59913, -113.2188 30.74913, -113.3688 30.74913, -113.3688 30.59913))"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037153-251025141854904/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.30629886
title: Additional file 2 of Concordance between self- and clinician ratings of depression during inpatient treatment in adolescents: changes over time and probable response shift

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30629886.v1
title: Additional file 2 of Concordance between self- and clinician ratings of depression during inpatient treatment in adolescents: changes over time and probable response shift

description: Supplementary Material 2.
DOI: 10.15468/dl.rugumg
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eballistra",
 "HasCoordinate is true"
 ]
}

 The dataset includes 277 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037155-251025141854904/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.30629918
title: Additional file 1 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30629918.v1
title: Additional file 1 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30629921
title: Additional file 2 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30629921.v1
title: Additional file 2 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30629924
title: Additional file 3 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30629924.v1
title: Additional file 3 of Early-life gut and oral microbiota development: a multi-niche study including mother-partner-infant triads

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30629928
title: Additional file 5 of Tissue and stool microbiome in pediatric inflammatory bowel disease patients: diversity differs in patients with relapsing and non-relapsing Crohn’s disease

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.30629928.v1
title: Additional file 5 of Tissue and stool microbiome in pediatric inflammatory bowel disease patients: diversity differs in patients with relapsing and non-relapsing Crohn’s disease

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.30629934
title: Additional file 7 of Tissue and stool microbiome in pediatric inflammatory bowel disease patients: diversity differs in patients with relapsing and non-relapsing Crohn’s disease

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.30629934.v1
title: Additional file 7 of Tissue and stool microbiome in pediatric inflammatory bowel disease patients: diversity differs in patients with relapsing and non-relapsing Crohn’s disease

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.30629939
title: Additional file 2 of Differences in the faecal microbiome of obese and non-obese pregnant women: a matched cohort study in Sweden

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30629939.v1
title: Additional file 2 of Differences in the faecal microbiome of obese and non-obese pregnant women: a matched cohort study in Sweden

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30629963.v1
title: Additional file 3 of Genomic insights into ST85 and ST158 belonging to recently emerged global clones of multidrug-resistant Acinetobacter baumannii isolates from Egypt: in vitro assessment of repurposed drug–antibiotic combinations

description: Supplementary Material 3. Antibiotic resistance genes in the 65 A. baumannii strains included in the phylogenetic tree screened using RGI, ABRicate, or BLASTN tools.
DOI: 10.6084/m9.figshare.30629963
title: Additional file 3 of Genomic insights into ST85 and ST158 belonging to recently emerged global clones of multidrug-resistant Acinetobacter baumannii isolates from Egypt: in vitro assessment of repurposed drug–antibiotic combinations

description: Supplementary Material 3. Antibiotic resistance genes in the 65 A. baumannii strains included in the phylogenetic tree screened using RGI, ABRicate, or BLASTN tools.
DOI: 10.15468/dl.qawv96
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.2188 30.59913, -113.0688 30.59913, -113.0688 30.74913, -113.2188 30.74913, -113.2188 30.59913))"
 ]
}

 The dataset includes 55 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037157-251025141854904/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/13749647
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mm6ay6
title: Occurrence Download

description: A dataset containing 39814059 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 39814059 records from 5200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037143-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15412940
title: STATE OF ORAL HYGIENE AND PERIODONTAL TISSUES IN PATIENTS WITH FRACTURES OF THE ALVEOLAR PROCESS OF THE JAWS
DOI: 10.5281/zenodo.15412941
title: STATE OF ORAL HYGIENE AND PERIODONTAL TISSUES IN PATIENTS WITH FRACTURES OF THE ALVEOLAR PROCESS OF THE JAWS
DOI: 10.5281/zenodo.15402213
title: Synthetic 10-Hour Traffic Simulations for Central Athens (Base/Lane Closures/Rain)

description: This release provides 18 CSV trace files from 10-hour microscopic traffic simulations of central Athens, generated with the SUMO (Simulation of Urban MObility) toolkit. Three distinct scenarios capture different operating conditions:





Base – the unmodified network under typical morning and afternoon peak volumes.




Closure – the same base network with lane closures on key central streets to emulate construction or incidents.




Rain – the base network under simulated rainfall, modeled via reduced free-flow speeds, increased following gaps and more.



Each scenario is split into train and test runs: the train set uses one random seed for trip generation and baseline traffic-generation periods, while the test set uses a different seed and perturbs the per-period volumes by random noise to introduce realistic variability.

For each of the three scenarios (base, closure, rain) and each split (train, test), you’ll find three CSV outputs:



Dump - a full state dump, organized by timestep > edge > lane > vehicle (id, position, speed)

FCD - floating car data, organized by timestep > vehicle (id, x, y, speed, acceleration, odometer)

Emission - emissions trace, organized by timestep > vehicle (id, fuel, waiting time)


The following SUMO tools were used:



osmWebWizard - exporting the network from OpenStreetMap.

netedit - selecting the road closures.

randomTrips - generating the random trips based on traffic generation periods.

duarouter - routing a few fixed routes that were added on each test set for later visualizations.
DOI: 10.7939/r3cz3266g
title: Forest level programming

description: This is a collection of the source codes I used in Remsoft (2013) to investigate different policy scenarios with two different forestry initial inventories.
DOI: 10.15468/dl.g84fm2
title: Occurrence Download

description: A dataset containing 4017 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jarava ichu Ruiz & Pav."
 ]
}

 The dataset includes 4017 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030857-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/9feb1de01eb3795e7ea39a8b7ba325e6
title: Particulate organic carbon and nitrogen measurements at selected depths in the water column in the CCE region since 2006 - 2024 (ongoing).

description: Water column bottle samples at multiple depths are taken during CCE Process cruises (since 2006, ongoing) at various CTD stations, filtered, and stored at -20°C. Measurements of particulate organic carbon (POC) and nitrogen (PON) are performed onshore in the lab where samples are acidified, dried and analyzed by high-temperature combustion. The sample and tin capsule react with oxygen and combust at 1000°C, and the sample is broken down, thus converting organic carbon to CO2 and reducing nitrogen oxides to N2 gas. Both gases are measured by thermal conductivity. Samples analyzed within the CCE constrain the mean C:N ratio of small particulates and by difference relative to measured living biomass, the biomass of suspended detritus.
DOI: 10.15468/dl.7g7tvg
title: Occurrence Download

description: A dataset containing 17117 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Afrotropical Bees"
 ]
}

 The dataset includes 17117 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030858-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15412864
title: A Nonpartisan Study of Visual Deepfake Activity and Engagement Around the 2024 US Presidential Election

description: The 2024 U.S. Presidential Election Deepfakes Dataset (USPED) was created to address a research gap in the study of deepfakes in electoral contexts. While previous studies have documented instances of synthetic media in various elections worldwide, none offered both a comprehensive, publicly available dataset and rigorous quantitative analysis of deepfake dynamics. This dataset was specifically designed to investigate the relationship between Key Election Events (KEEs) and deepfake activity through statistical analysis of publication patterns and engagement metrics. By documenting 231 carefully curated deepfakes (169 images, 38 videos, and 24 audios) from the 2024 U.S. Presidential Election cycle, this resource enables researchers to empirically examine how synthetic media interacts with significant political moments. The dataset will be made available to academics who agree to an ethical usage policy, supporting future research on the potential impact of deepfakes on democratic processes.

The dataset is associated with the work "A Nonpartisan Study of Visual Deepfake Activity and Engagement Around the 2024 US Presidential Election". Please refer to the datasheet for further information.
DOI: 10.5281/zenodo.15412865
title: A Nonpartisan Study of Visual Deepfake Activity and Engagement Around the 2024 US Presidential Election

description: The 2024 U.S. Presidential Election Deepfakes Dataset (USPED) was created to address a research gap in the study of deepfakes in electoral contexts. While previous studies have documented instances of synthetic media in various elections worldwide, none offered both a comprehensive, publicly available dataset and rigorous quantitative analysis of deepfake dynamics. This dataset was specifically designed to investigate the relationship between Key Election Events (KEEs) and deepfake activity through statistical analysis of publication patterns and engagement metrics. By documenting 231 carefully curated deepfakes (169 images, 38 videos, and 24 audios) from the 2024 U.S. Presidential Election cycle, this resource enables researchers to empirically examine how synthetic media interacts with significant political moments. The dataset will be made available to academics who agree to an ethical usage policy, supporting future research on the potential impact of deepfakes on democratic processes.

The dataset is associated with the work "A Nonpartisan Study of Visual Deepfake Activity and Engagement Around the 2024 US Presidential Election". Please refer to the datasheet for further information.
DOI: 10.15468/dl.gtmpmd
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sri Lanka",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus kotiya Deraniyagala, 1956"
 ]
}

 The dataset includes 274 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030861-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmyaup
title: Occurrence Download

description: A dataset containing 3100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "TaxonKey is Hemidactylus turcicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3100 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030862-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7939/r3ft8dj9p
title: Companies 2002

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.m3a7f8
title: Occurrence Download

description: A dataset containing 33548362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 33548362 records from 4832 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030870-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/c7942ba3-96a8-42d6-be33-9a5195192d6e
title: Data underpinning Nikita Demidov's thesis

description: The data files are embargoed until 21/04/2028
DOI: 10.15468/dl.gm42rz
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Bugulina stolonifera (Ryland, 1960)"
 ]
}

 The dataset includes 398 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003374-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvpd27
title: Occurrence Download

description: A dataset containing 4117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Austria, Germany, Czechia, Slovakia, Slovenia, Hungary, Italy, Liechtenstein, Switzerland)",
 "TaxonKey is one of (Hypoponera punctatissima (Roger, 1859), Monomorium pharaonis (Linnaeus, 1758), Aphaenogaster gibbosa (Latreille, 1798), Crematogaster scutellaris (Olivier, 1792), Linepithema humile (Mayr, 1868), Linepithema leucomelas (Emery, 1894), Anoplolepis gracilipes (Smith, 1857), Cardiocondyla obscurior Wheeler, 1929, Hypoponera ergatandria (Forel, 1893), Hypoponera schauinslandi (Emery, 1899), Lasius neglectus Van Loon, Boomsma & Andrasfalvy, 1990, Monomorium floricola (Jerdon, 1851), Monomorium monomorium Bolton, 1987, Nylanderia vividula (Nylander, 1846), Pheidole megacephala (Fabricius, 1793), Solenopsis geminata (Fabricius, 1804), Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Tapinoma magnum Mayr, 1861, Tapinoma melanocephalum (Fabricius, 1793), Technomyrmex albipes (Smith, 1861), Technomyrmex detorquens (Walker, 1859), Technomyrmex vitiensis Mann, 1921, Tetramorium bicarinatum (Nylander, 1846), Tetramorium insolens (Smith, 1861), Wasmannia auropunctata (Roger, 1863), Technomyrmex Mayr, 1872, Plagiolepis alluaudi Emery, 1894, Technomyrmex difficilis Forel, 1892, Pheidole anastasii Emery, 1896, Ponera ergatandria Forel, 1893, Solenopsis texana Emery, 1895, Brachyponera chinensis (Emery, 1895), Pachycondyla chinensis (Emery, 1895), Pseudomyrmex Lund, 1831, Linepithema angulatum (Emery, 1894), Hypoponera Santschi, 1938, Hypoponera Taylor, 1967, Pheidole Westwood, 1839, Proceratium melinum (Roger, 1860), Linepithema Mayr, 1866, Monomorium Mayr, 1855, Ponera punctatissima Roger, 1859, Iridomyrmex humilis (Mayr, 1868), Iridomyrmex Mayr, 1862, Myrmica kollari Mayr, 1853)"
 ]
}

 The dataset includes 4117 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003376-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15450553
title: AI-Driven Cloud Resource and Energy Consumption Dataset

description: This dataset was developed as part of a capstone project titled "AI-Driven Optimization in Hybrid Cloud Environments". It contains time-series logs of resource consumption and energy usage from simulated and real-world hybrid cloud clusters.

The dataset is designed to support the development and evaluation of machine learning models for:





Resource allocation







Energy efficiency optimization







Workload forecasting







Sustainable cloud computing



Data is organized into training, validation, and testing sets, covering CPU usage, memory consumption, network traffic, request rates, latency, energy draw, and financial costs. The dataset reflects typical behavior across test, staging, and production environments and aims to enable energy savings of up to 30% and cost reductions of 25%.

This resource supports academic and industrial research in AI, cloud sustainability, FinOps, and dynamic infrastructure scaling.
DOI: 10.15468/dl.wqku8y
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Holigarna Buch.-Ham. ex Roxb."
 ]
}

 The dataset includes 291 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003377-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngq6cp
title: Occurrence Download

description: A dataset containing 1031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Holmskioldia Retz."
 ]
}

 The dataset includes 1031 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003378-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7s572
title: Occurrence Download

description: A dataset containing 1381800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta canadensis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1381800 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003375-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8wcs9
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is one of (ITA.5_1, ITA.12_1, ITA.3_1, ITA.2_1, ITA.8_1, ITA.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cervus elaphus Linnaeus, 1758, Capreolus capreolus (Linnaeus, 1758), Dama dama (Linnaeus, 1758))"
 ]
}

 The dataset includes 500 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003379-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjgs56
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Holocalyx Micheli"
 ]
}

 The dataset includes 626 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003380-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e230261
title: School to School

description: Files related to From School to School: Examining the Contours of Within-Field Switching in the Special Education Teacher Labor Market
DOI: 10.3886/e230261v1
title: School to School

description: Files related to From School to School: Examining the Contours of Within-Field Switching in the Special Education Teacher Labor Market
DOI: 10.15468/dl.3ev2e9
title: Occurrence Download

description: A dataset containing 28722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta hutchinsii (Richardson, 1832)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 28722 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003381-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.