cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.de4tcd
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Duellmanohyla uranochroa (Cope, 1875)"
 ]
}

 The dataset includes 357 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2kzgt
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Miconia dolichorrhyncha Naudin, Miconia pilgeriana Ule, Miconia solmsii Cogn.)"
 ]
}

 The dataset includes 1678 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261841-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5vjrc
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema yunnanense Franch."
 ]
}

 The dataset includes 237 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153432-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt6vcq
title: Occurrence Download

description: A dataset containing 593 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Miconia egensis Cogn., Miconia eggersii (Cogn.))"
 ]
}

 The dataset includes 593 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261846-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffgta8
title: Occurrence Download

description: A dataset containing 118321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea cyanus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 118321 records from 760 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030442-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15245464
title: hypersim_4
DOI: 10.5281/zenodo.15245465
title: hypersim_4
DOI: 10.15468/dl.3by58x
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrotriche hottoniiflora",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007290-251009101135966/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/11345996
title: Antutu Benchmark
DOI: 10.18712/nsd-nsd3348-v1
title: Citizen Survey 2026

description: The purpose of the Citizen Survey is to map and analyze the population's satisfaction with public services, democracy, and the welfare state. The survey provides an overarching view of residents' perceptions of the municipality they live in and the services offered, as well as their trust in politicians and public administration. The information serves as a basis for assessing the development of public service offerings across sectors and over time, providing insights that can contribute to the long-term improvement of public institutions. The questions regarding trust are from 2024 and are part of the national program for official statistics.
DOI: 10.15468/dl.xyxsbk
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochrosperma lineare",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 189 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009059-260129131611470/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.31189540
title: <b>GTF annotation files of DSE and DT across five visceral tissues and all related supplementary tables.</b>

description: Ten gtf annotation files of DSE and DT across five visceral tissues generated by SQANTI3. 23 supplementary tables.
DOI: 10.6084/m9.figshare.31189540.v3
title: <b>GTF annotation files of DSE and DT across five visceral tissues and all related supplementary tables.</b>

description: Ten gtf annotation files of DSE and DT across five visceral tissues generated by SQANTI3. 23 supplementary tables.
DOI: 10.6084/m9.figshare.31189540.v2
title: <b>GTF annotation files of DSE and DT across five visceral tissues and all related supplementary tables.</b>

description: Ten gtf annotation files of DSE and DT across five visceral tissues generated by SQANTI3. 23 supplementary tables.
DOI: 10.15468/dl.tx5ds4
title: Occurrence Download

description: A dataset containing 8045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene viscaria, Silene viscaria, Silene viscaria, Lychnis viscaria, Viscaria vulgaris, Viscaria vulgaris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8045 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009061-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq4v8s
title: Occurrence Download

description: A dataset containing 4040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loeselia mexicana"
 ]
}

 The dataset includes 4040 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009065-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49fxke
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pongo pygmaeus wurmbii"
 ]
}

 The dataset includes 307 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009062-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu4vxq
title: Occurrence Download

description: A dataset containing 7850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pongo"
 ]
}

 The dataset includes 7850 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009063-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5rbth
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Octamyrtus pleiopetala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 97 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009067-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5su7c4
title: Occurrence Download

description: A dataset containing 3777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tessaratoma papillosa",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 3777 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009066-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18455256
title: Modelled CO2 fluxes from New Zealand's terrestrial biosphere

description: Biosphere fluxes (in gCO2 m-2 s-1) from the terrestrial biosphere in the Auckland Region modelled at a daily timestep on a 0.05°×0.05° spatial grid with Biome-BGC MuSo v6.1 for 2021. Included are Net Ecosystem Exchange, Gross Ecosystem Exchange and Ecosystem Respiration. Fluxes for managed pasture were calibrated using eddy covariance data from farms in New Zealand. All other landcovers (evergreen needleleaf forest, evergreen broadleaf forest, and shrub) use default model parameters. Climate input consists of daily minimum and maximum air temperature, average daylight air temperature, precipitation, daylight vapour pressure deficit, and daylight solar radiation sourced from the New Zealand Virtual Climate Station Network. Site-specific soil information (texture, pH and rooting depth) was obtained from the Fundamental Soil Layers database (Landcare Research).

This specific set of fluxes was used for an atmospheric transport model inversion for Auckland, New Zealand. A manuscript that uses these fluxes is currently under review.
DOI: 10.5281/zenodo.18455255
title: Modelled CO2 fluxes from New Zealand's terrestrial biosphere

description: Biosphere fluxes (in gCO2 m-2 s-1) from the terrestrial biosphere in the Auckland Region modelled at a daily timestep on a 0.05°×0.05° spatial grid with Biome-BGC MuSo v6.1 for 2021. Included are Net Ecosystem Exchange, Gross Ecosystem Exchange and Ecosystem Respiration. Fluxes for managed pasture were calibrated using eddy covariance data from farms in New Zealand. All other landcovers (evergreen needleleaf forest, evergreen broadleaf forest, and shrub) use default model parameters. Climate input consists of daily minimum and maximum air temperature, average daylight air temperature, precipitation, daylight vapour pressure deficit, and daylight solar radiation sourced from the New Zealand Virtual Climate Station Network. Site-specific soil information (texture, pH and rooting depth) was obtained from the Fundamental Soil Layers database (Landcare Research).

This specific set of fluxes was used for an atmospheric transport model inversion for Auckland, New Zealand. A manuscript that uses these fluxes is currently under review.
DOI: 10.15468/dl.yzxk8c
title: Occurrence Download

description: A dataset containing 11341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Soldanella alpina, Soldanella alpina)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 11341 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009068-260129131611470/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/14716323
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18454987
title: Modelled CO₂ fluxes from Auckland, New Zealand's urban terrestrial biosphere

description: Biosphere fluxes from the terrestrial biosphere in the Auckland Region modelled at an hourly timestep on a 500m spatial grid with the Urban Vegetation Photosynthesis and Respiration Model (urbanVPRM). Included are GEE, NEE, Ra, Re and Rh. The model parameters were the deciduous broadleaf forest parameters published by Mahadevan et al (2008).  urbanVPRM was driven by incoming shortwave radiation and 2-metre air temperature from the ERA5 reanalysis product, reflectances from the MODIS MCD43A4 product, and impervious surface area data from the Global Man-made Impervious Surface Dataset From Landsat. 

This specific set of fluxes was used for an atmospheric transport model inversion for Auckland, New Zealand. A manuscript that uses these fluxes is currently under review.
DOI: 10.5281/zenodo.18454988
title: Modelled CO₂ fluxes from Auckland, New Zealand's urban terrestrial biosphere

description: Biosphere fluxes from the terrestrial biosphere in the Auckland Region modelled at an hourly timestep on a 500m spatial grid with the Urban Vegetation Photosynthesis and Respiration Model (urbanVPRM). Included are GEE, NEE, Ra, Re and Rh. The model parameters were the deciduous broadleaf forest parameters published by Mahadevan et al (2008).  urbanVPRM was driven by incoming shortwave radiation and 2-metre air temperature from the ERA5 reanalysis product, reflectances from the MODIS MCD43A4 product, and impervious surface area data from the Global Man-made Impervious Surface Dataset From Landsat. 

This specific set of fluxes was used for an atmospheric transport model inversion for Auckland, New Zealand. A manuscript that uses these fluxes is currently under review.
DOI: 10.21227/8rqt-dn89
title: "Wrist-worn PPG segments"

description: "Photoplethysmography (PPG) from wearables offers a non-invasive, scalable alternative to electrocardiography (ECG) for continuous cardiac rhythm monitoring, with promising applications in atrial fibrillation detection. However, existing methods often rely on limited irregularity features, focus on single arrhythmia types, and lack validation across diverse populations, restricting clinical utility. We propose an interpretable machine learning framework using comprehensive feature engineering to detect multiple arrhythmias from PPG signals. Our study integrated four heterogeneous datasets: self-collected wrist-worn data, MIMIC-III, PhysioNet\/CinC 2015, and a GitHub PPG arrhythmia repository, yielding 72,442 ten-second segments from wrist, fingertip, and ICU devices across varied patient cohorts. A unified binary classification (normal versus arrhythmia) encompassed premature contractions, atrial fibrillation, ventricular tachycardia, and supraventricular tachycardia to support clinical triage. We extracted 85 physiologically meaningful features across six domains (time, HRV, frequency, morphology, physiology, and signal properties), then selected 50 discriminative features using SelectKBest (ANOVA F-statistic). Evaluating eight classifiers on stratified 70\/15\/15 splits, XGBoost achieved optimal test performance (n=10,867): 95.51% F1-score, 94.93% accuracy, 96.78% precision, 94.28% recall, and 99.22% ROC-AUC. Feature importance analysis revealed that robust arrhythmia detection requires multi-domain integration, particularly HRV entropy, pulse morphology dynamics, frequency descriptors, and signal quality metrics. Cross-dataset validation confirmed consistent performance across devices and populations, enhancing generalizability and mitigating dataset-specific bias for real-world deployment."
DOI: 10.11588/duerer.online.6981a1043ae1d
title: Nürnberg - Tiergärtnertorplatz, 193791
DOI: 10.15468/dl.a2jeys
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxymyrrhine gracilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009069-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18464827
title: Dataset for "Multidecadal variability of sea surface height and volume transport in the northwestern Pacific marginal seas" by Lee et al., 2026 in Journal of Geophysical Research: Oceans

description: The processed variables of the Kiel Climate Model, SODA output and the Hamligton et al. (2011) data in the Journal of Geophysical Research: Oceans publication titled “Multidecadal variability of sea surface height and volume transport in the northwestern Pacific marginal seas” by Lee et al., 2026
DOI: 10.5281/zenodo.18464828
title: Dataset for "Multidecadal variability of sea surface height and volume transport in the northwestern Pacific marginal seas" by Lee et al., 2026 in Journal of Geophysical Research: Oceans

description: The processed variables of the Kiel Climate Model, SODA output and the Hamligton et al. (2011) data in the Journal of Geophysical Research: Oceans publication titled “Multidecadal variability of sea surface height and volume transport in the northwestern Pacific marginal seas” by Lee et al., 2026
DOI: 10.5281/zenodo.18427882
title: Augmented images Flood Scenario

description: RGB dataset depicting 218 real drone high resolution images on the town of Altenahr after the floods of 2021 provided by DLR, and 218 augmented images where floods, debris and trapped persons where added to the real images using AI methods.Floods_original.zip contains the original 218 jpg images with metadata from the drone.

Floods_augmented.zip contains the augmented 218 jpg images with the same metadata.
DOI: 10.5281/zenodo.18427883
title: Augmented images Flood Scenario

description: RGB dataset depicting 218 real drone high resolution images on the town of Altenahr after the floods of 2021 provided by DLR, and 218 augmented images where floods, debris and trapped persons where added to the real images using AI methods.Floods_original.zip contains the original 218 jpg images with metadata from the drone.

Floods_augmented.zip contains the augmented 218 jpg images with the same metadata.
DOI: 10.15468/dl.zf5nt8
title: Occurrence Download

description: A dataset containing 1271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus montanus"
 ]
}

 The dataset includes 1271 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009071-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7zyhx
title: Occurrence Download

description: A dataset containing 1547666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Quiscalus major"
 ]
}

 The dataset includes 1547666 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008994-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48512/xcv8515244
title: Texts_Classic

description: File consists of records corresponding to the non-codical texts component of the Maya Hieroglyphic Database.
DOI: 10.48512/xcv8515243
title: Texts_Codical

description: File consists of records corresponding to the codical texts component of the Maya Hieroglyphic Database. Texts included are the Dresden, Madrid, and Paris codices.
DOI: 10.48512/xcv8514673
title: Catalog

description: The Catalog is one of the components of the Maya Hieroglyphic Database (MHD). The Catalog lists all the currently known graphemes, the functional units of the Maya script.
DOI: 10.48512/xcv8504538
title: Yellow Ware Dataset

description: This page allows users with permission to access and download the Yellow Ware dataset used for the Yellow Ware Advanced Image Search. To access the search functions, please go to the collection page at https://core.tdar.org/collection/88728/yellow-ware-advanced-image-search.
DOI: 10.5281/zenodo.18465326
title: Beyond Efficiency: Health, Jobs, and Security Gains from Residential Energy Demand Reduction_Dataset

description: This dataset corresponds to the manuscript entitled “Beyond Efficiency: Health, Jobs, and Security Gains from Residential Energy Demand Reduction,” which is currently under review at Nature Energy.
DOI: 10.5281/zenodo.18465327
title: Beyond Efficiency: Health, Jobs, and Security Gains from Residential Energy Demand Reduction_Dataset

description: This dataset corresponds to the manuscript entitled “Beyond Efficiency: Health, Jobs, and Security Gains from Residential Energy Demand Reduction,” which is currently under review at Nature Energy.
DOI: 10.15468/dl.tf6uv2
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pericalymma spongiocaule",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 170 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009073-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18426837
title: Mining Local Government Behavior: A News-Based Panel Dataset of Credit Governance in China (2000–2025) Generated via Large Language Models

description: China’s Social Credit System represents one of the most significant experiments in digital governance globally, yet empirical research has long been constrained by the lack of micro-level, high-frequency execution data. Existing datasets typically rely on macroscopic statistics or static policy documents, failing to capture the dynamic attention allocation and diverse policy instruments employed by local governments. To address this gap, we present a large-scale spatiotemporal panel dataset of local government credit governance in China, spanning from 2000 to 2025. The dataset is derived from a corpus of over 5 million news articles collected from official government portals and state media across 31 provinces, 306 prefectures, and 469 counties. We employed a novel Dual-Track Information Extraction Strategy using Large Language Models (LLMs): a Silver Track utilizing the Qwen-7B model for macro-classification of governance domains and sentiments, and a Gold Track utilizing the Qwen-72B model for the micro-extraction of specific regulatory mechanisms and lifecycle phases. Furthermore, we bridged the gap between unstructured text and quantitative social science by aligning the news-derived indicators with long-term socio-economic statistics (2000–2024) via standardized administrative division codes. This dataset provides a comprehensive, granular, and analysis-ready resource for researchers to evaluate policy effectiveness, analyze government behavior patterns, and explore regional heterogeneity in China’s modernization of governance.