cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hxwg32
title: Occurrence Download

description: A dataset containing 8326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyperolius marmoratus"
 ]
}

 The dataset includes 8326 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033904-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbx993
title: Occurrence Download

description: A dataset containing 23856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enhydra"
 ]
}

 The dataset includes 23856 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033905-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccab5x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033906-251025141854904/datasets/export for details.
DOI: 10.13140/rg.2.2.31678.96321
title: Glass Fiber Mat/ Composite Application (Brush)
DOI: 10.15468/dl.h3r23d
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Polar bear in Arctic Ocean"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033909-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6ewea
title: Occurrence Download

description: A dataset containing 10229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus maritimus"
 ]
}

 The dataset includes 10229 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033907-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psygn9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopoma nigropannosum",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033911-251025141854904/datasets/export for details.
DOI: 10.7910/dvn/zisqan
title: Replication Data for "Diagnostic Accuracy of the Updated FujiLAM II Assay to Detect Tuberculosis in Outpatients With Advanced HIV Disease"

description: An urgent need exists for point-of-care diagnostics to detect tuberculosis (TB) among people with advanced human immunodeficiency virus (HIV) disease. The Fujifilm SILVAMP TB LAM (FujiLAM II) is a novel point-of-care assay that detects mycobacterial lipoarabinomannan (LAM) antigen in the urine to identify TB. We present a validation of the FujiLAM II assay on prospectively collected urine samples from outpatient adults with advanced HIV disease in Uganda.

We performed a prospective diagnostic accuracy study of the FujiLAM II assay among outpatients with advanced HIV disease at 16 clinics Uganda. FujiLAM II was run on cryopreserved urine. We determined diagnostic performance for the FujiLAM II test against the cases of confirmed TB (Xpert or mycobacterial culture positive) versus cases without TB. We additionally assessed sensitivity and specificity of the FujiLAM II assay as compared with confirmed TB among pre-specified subgroups: CD4 &lt;100 cells/µL versus 100-200 cells/µL, antiretroviral therapy (ART) naive versus experienced, and CRP &lt;5 mg/L versus ≥5 mg/L.

Among 583 participants who had FujiLAM II testing performed, the FujiLAM II assay demonstrated 54% (25/46) (95% confidence interval [CI]: 40%-69%) sensitivity to identify confirmed TB and 95% (326/342) (95% CI: 93% to 98%) specificity to identify the absence of TB. Among participants with CD4 cell counts &lt;100 cells/µL, FujiLAM II sensitivity was 69% (95% CI: 53%-85%) and specificity was 94% (95% CI: 90%-97%). Among participants with serum C-reactive protein (CRP) ≥5 mg/L, the FujiLAM II assay exhibited a sensitivity of 62% (95% CI: 46%-77%) and specificity of 93% (95% CI: 89%-98%).
DOI: 10.5281/zenodo.17532709
title: A Revised Three-Dimensional Visualization of the Local Group of Galaxies

description: A new three-dimensional reconstruction of the Local Group (142 confirmed members) and nearest galaxies (6 members) is presented, addressing the lack of up-to-date visual representations that reflect the rapid pace of discoveries in the field. While numerous studies have refined distance measurements and catalogued newly discovered dwarf galaxies, most existing educational-graphic visualizations remain not updated or fragmented. This project offers a comprehensive view based on published data and the constantly updated Local Volume Galaxies database, using a Cartesian visualization to depict accurate spatial relationships among the galaxies of the Local Group. The resulting map not only updates previous visualizations by incorporating new members and refined distances, but also highlights the growing challenge of maintaining a consistent nomenclature and reference system for the Local Group. It is both visually attractive, and serves as a scientific and educational tool aimed at reflecting the evolving structure of our galactic neighbourhood.
DOI: 10.17632/fvyt7vvk5c
title: Ultrafiltration fractionation of lignin-carbohydrates recalcitrant complexations

description: The contained data are meant to give more insights about the research through interactive visualizations.
DOI: 10.17632/fvyt7vvk5c.3
title: Ultrafiltration fractionation of lignin-carbohydrates recalcitrant complexations

description: The contained data are meant to give more insights about the research through interactive visualizations.
DOI: 10.15468/dl.fpq3dx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culaea inconstans",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033912-251025141854904/datasets/export for details.
DOI: 10.15468/dl.jqrcn2
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominica",
 "TaxonKey is Lonchocarpus violaceus"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033913-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgpdzr
title: Occurrence Download

description: A dataset containing 15670 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catálogo de insectos de la colección del Centro de Entomología"
 ]
}

 The dataset includes 15670 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033915-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17612603
title: Blood Donation Portal Dataset (10,000 Records, 2025)

description: This dataset contains 10,000 synthetic but realistic records for a Blood Donation Portal. It includes donor demographics, blood groups, donation history, eligibility status, and contact details. Created for machine learning model development, academic research, and data analysis.
DOI: 10.5281/zenodo.17612604
title: Blood Donation Portal Dataset (10,000 Records, 2025)

description: This dataset contains 10,000 synthetic but realistic records for a Blood Donation Portal. It includes donor demographics, blood groups, donation history, eligibility status, and contact details. Created for machine learning model development, academic research, and data analysis.
DOI: 10.15468/dl.2a4dg3
title: Occurrence Download

description: A dataset containing 413272 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DATAVES"
 ]
}

 The dataset includes 413272 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033908-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bxy9mtdrdj
title: Volumetric Behaviour Analysis (VBA) of Hong Kong Public Housing Flats - Interview Case 15PHTT2H
DOI: 10.17632/bxy9mtdrdj.1
title: Volumetric Behaviour Analysis (VBA) of Hong Kong Public Housing Flats - Interview Case 15PHTT2H
DOI: 10.15468/dl.fm2jcf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyathopharynx furcifer",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033916-251025141854904/datasets/export for details.
DOI: 10.17632/cvbtrpzt58
title: Bibliometric analysis WOS - Air pollution & traffic

description: Bibliometric analysis of publications indexed in the Web of Science database, , combining keywords associated with air pollution, traffic and transport, and management or optimization.
Analysis period 2006-2025.
DOI: 10.17632/cvbtrpzt58.1
title: Bibliometric analysis WOS - Air pollution & traffic

description: Bibliometric analysis of publications indexed in the Web of Science database, , combining keywords associated with air pollution, traffic and transport, and management or optimization.
Analysis period 2006-2025.
DOI: 10.17632/gfck77w5jm.2
title: Strong Light-Matter Coupling and Field Quantization in a Dinickel Molecular Resonator

description: Here we report the data collected by the conventional spectroscopy. The raw data generalized from the instruments have been uploaded. And they have been restored in .txt and .xlsx files.
DOI: 10.17632/ztjk2jnmfg
title: Volumetric Behaviour Analysis (VBA) of Hong Kong Public Housing Flats - Interview Case 14PHTT1B
DOI: 10.17632/ztjk2jnmfg.1
title: Volumetric Behaviour Analysis (VBA) of Hong Kong Public Housing Flats - Interview Case 14PHTT1B
DOI: 10.17632/dt65pjncj8
title: Dataset of Agromorphological Traits of Indonesian Rice Bean

description: This dataset contains agromorphological measurements of 14 rice bean (Vigna umbellata) accessions collected from various regions in Indonesia. It includes 15 quantitative and 15 qualitative characters describing plant, pod, and seed morphology. All accessions were grown under uniform field conditions using a randomized complete block design. Data collection followed the Vigna descriptor guidelines by Indonesian Ministry of Agriculture. The dataset provides baseline information on morphological variability and can support selection, breeding, and conservation of Indonesian rice bean germplasm. It also enables comparative studies with other Vigna species for crop improvement research.
DOI: 10.17632/dt65pjncj8.1
title: Dataset of Agromorphological Traits of Indonesian Rice Bean

description: This dataset contains agromorphological measurements of 14 rice bean (Vigna umbellata) accessions collected from various regions in Indonesia. It includes 15 quantitative and 15 qualitative characters describing plant, pod, and seed morphology. All accessions were grown under uniform field conditions using a randomized complete block design. Data collection followed the Vigna descriptor guidelines by Indonesian Ministry of Agriculture. The dataset provides baseline information on morphological variability and can support selection, breeding, and conservation of Indonesian rice bean germplasm. It also enables comparative studies with other Vigna species for crop improvement research.
DOI: 10.15468/dl.aeybkb
title: Occurrence Download

description: A dataset containing 3593 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceryle alcyon"
 ]
}

 The dataset includes 3593 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033918-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j9gv8
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Frog Survey of Ireland 2010/2011"
 ]
}

 The dataset includes 505 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033917-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7tx3d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclocheilichthys apogon",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033919-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17611996
title: Data used in models to predict daily stream temperatures for 10 climate scenarios through the end of the century in the Pacific Northwest USA

description: This is a collection of data used in making predictions of future daily stream temperatures through the end of the century in the Pacific Northwest USA. Please see the ReadMe.md file for a full description of data files.
DOI: 10.25345/c5mp4w173
title: MassIVE MSV000099909 - Metabolomic fingerprint of Reynoutria Japonica (Polygonaceae) using suspect screening with LC-HRMS and untargeted approach with GC-HRMS
title: Knotweed (Reynoutria japonica) is an invasive plant whose ecological dominance in its invasive range may partly rely on allelopathic interactions mediated by root exudates and especially secondary metabolites of wide polarity range. To elucidate the chemical diversity of these exudates, a metabolomic strategy combining liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS) and gas chromatography coupled to high-resolution mass spectrometry (GC-HRMS) was employed. After optimization of EcoRoot methodology with design of experiment (DoE), root exudates were sampled with 3 different sorption materials and analyzed using LC-ESI-MS/MS and GC-HRMS. Molecular networking was applied to MS/MS data to visualize chemical structural similarities and facilitate the identification of metabolites. Diverse families of compounds, including flavonoids, alkaloids, organic acids, terpenoids and phenolics were annotated and many of which could be implicated in allelopathic interactions or rhizospheric communication. Notably, molecular networks highlighted the presence of lineage-specific metabolites (Polygonaceae). Also, suspect screening was performed and allowed to confirm allelochemicals as root exudates: chlorogenic acid, catechin and polydatin. GC-HRMS further revealed volatile organic compounds such as terpenoids, which may contribute to belowground chemical interference. This study underscores the value of integrated HRMS-based metabolomics for exploring the chemical diversity of Reynoutria Japonica and provides candidate metabolites for future studies in both fundamental and applied ecology and agronomy.
DOI: 10.6084/m9.figshare.30192799
title: DATA - Trait mediated effects of anthropogenic noise on bird behavior and fitness

description: This research explores the impacts of anthropogenic noise on bird behaviors and fitness and explores how traits mediate those impacts.
DOI: 10.6084/m9.figshare.30192799.v1
title: DATA - Trait mediated effects of anthropogenic noise on bird behavior and fitness

description: This research explores the impacts of anthropogenic noise on bird behaviors and fitness and explores how traits mediate those impacts.
DOI: 10.15468/dl.3ca56n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella analostana",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033920-251025141854904/datasets/export for details.
DOI: 10.15468/dl.pcwff4
title: Occurrence Download

description: A dataset containing 84032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-83.46164 39.71932,-82.61213 39.71932,-82.61213 40.37519,-83.46164 40.37519,-83.46164 39.71932))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zenaida macroura",
 "Year 2020-2025"
 ]
}

 The dataset includes 84032 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033903-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jus2d6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella galactura",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033921-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17612629
title: SDM Benchmark

description: targets.zip                    # ML-ready targets from sPlotOpen and gbif POWO

predictors.zip               # ML-ready predictors for sPlotOpen, gbif POWO, and random background pointsgbif_powo_indices_XXX.npy              # Indices to subsample the targets from gbif POWO# PO gbif_thinned_powo.csv              # PO: cleaned using POWO rangesgbif_thinned_iucn.csv              # PO: cleaned using IUCN ranges

# PAsplotopen.csv              # PA data from sPlotOpen

# Range maps├── IUCN/│   ├── original/                      # Original IUCN range maps│   └── per_species_polygons.zip      # Filtered, species-specific polygons│├── POWO/│   ├── per_species_polygons.zip      # Filtered species range maps based on POWO│   └── (...)                        │└── WGSRPD/    ├── level1/                           ├── level2/                           └── level3/                       # Level 3 regions used by POWO
DOI: 10.5281/zenodo.15442473
title: SDM Benchmark

description: targets.zip                    # ML-ready targets from sPlotOpen and gbif POWO

predictors.zip               # ML-ready predictors for sPlotOpen, gbif POWO, and random background pointsgbif_powo_indices_XXX.npy              # Indices to subsample the targets from gbif POWO# PO gbif_thinned_powo.csv              # PO: cleaned using POWO rangesgbif_thinned_iucn.csv              # PO: cleaned using IUCN ranges

# PAsplotopen.csv              # PA data from sPlotOpen

# Range maps├── IUCN/│   ├── original/                      # Original IUCN range maps│   └── per_species_polygons.zip      # Filtered, species-specific polygons│├── POWO/│   ├── per_species_polygons.zip      # Filtered species range maps based on POWO│   └── (...)                        │└── WGSRPD/    ├── level1/                           ├── level2/                           └── level3/                       # Level 3 regions used by POWO
DOI: 10.15468/dl.psx8bw
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Onychorhynchus swainsoni"
 ]
}

 The dataset includes 1399 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033922-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17612601
title: SetExtensão - IFGoiano
title: DataSet de Extensão - IF Goiano

description: DataSet produzido fruto da pesquisa para Trabalho de Conclusão de Curso do curso Bacharelado em Sistemas de Informação do Instituto Federal Goiano - Campus Ceres, intitulado "UMA ANÁLISE EXPLORATÓRIA DAS CONTRIBUIÇÕES DOS PROJETOS EXTENSIONISTAS EM TECNOLOGIA DA INFORMAÇÃO NO CAMPUS CERES DO IF GOIANO".

O SetExtensão se trata dos dados referente aos projetos de extensão da área de Tecnologia de Informação de toda rede do IF Goiano, com foco no Campus Ceres.
DOI: 10.5281/zenodo.17612602
title: SetExtensão - IFGoiano
title: DataSet de Extensão - IF Goiano

description: DataSet produzido fruto da pesquisa para Trabalho de Conclusão de Curso do curso Bacharelado em Sistemas de Informação do Instituto Federal Goiano - Campus Ceres, intitulado "UMA ANÁLISE EXPLORATÓRIA DAS CONTRIBUIÇÕES DOS PROJETOS EXTENSIONISTAS EM TECNOLOGIA DA INFORMAÇÃO NO CAMPUS CERES DO IF GOIANO".

O SetExtensão se trata dos dados referente aos projetos de extensão da área de Tecnologia de Informação de toda rede do IF Goiano, com foco no Campus Ceres.
DOI: 10.15468/dl.qbhmzp
title: Occurrence Download

description: A dataset containing 14767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spheniscus demersus"
 ]
}

 The dataset includes 14767 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033923-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpxv6p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinella lutrensis",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033924-251025141854904/datasets/export for details.
DOI: 10.15468/dl.w82zh7
title: Occurrence Download

description: A dataset containing 709163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((85 27, 87 27, 87 28, 85 28, 85 27))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 709163 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033862-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.