cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fse86f
title: Occurrence Download

description: A dataset containing 2745437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "DatasetKey is one of (Southern African Bird Atlas Project 2, iNaturalist Research-grade Observations, Botanical Database of Southern Africa (BODATSA): Botanical Collections, AM: Freshwater Invertebrates (1900-2005))",
 "GadmGid is ZAF.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, VU, NT, EN, LC, DD)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2745437 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067172-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.artt56
title: Occurrence Download

description: A dataset containing 4375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is NABU|naturgucker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is May",
 "TaxonKey is Erinaceus europaeus Linnaeus, 1758",
 "Year 2025-2025"
 ]
}

 The dataset includes 4375 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067178-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/fd-ecd54a34-163c-3bf8-9fc7-399b31d69bc4
title: Photoswitchable, Metal-Free Parahydrogen-Induced Polarization Enabled by a Phosphorus Biradicaloid

description: The 1H and 31P NMR data acquired on 400 MHz Bruker Avance  and 43MHz SpinSolve spectrometers for the samples used in the study 'Visible-Light Photoswitchable Metal-Free Parahydrogen-Induced Polarization Enabled by a Phosphorus Biradicaloid'.
DOI: 10.25326/bnxt-d548
title: Atmospheric simulation chamber study: methyl nitrite+isopropenyl acetate + OH - Gas-phase oxidation - product study - 1999-06-18
DOI: 10.5281/zenodo.15718206
title: Result Data of Paper Entitled "Seismic Hazard Analysis of Potential Earthquakes in the Tianzhu Seismic Gap on the Haiyuan Fault System Based on Interseismic Locking and Rupture Dynamics"
DOI: 10.5281/zenodo.15718207
title: Result Data of Paper Entitled "Seismic Hazard Analysis of Potential Earthquakes in the Tianzhu Seismic Gap on the Haiyuan Fault System Based on Interseismic Locking and Rupture Dynamics"
DOI: 10.5281/zenodo.15730236
title: Test data for CIBERER nextflow pipelines

description: The test files used for the mosaicism-nextflow pipeline, owned by CIBERER pipelines, are processed files. The raw data originates from sample NA18278 from the GIAB project, accessible at https://www.internationalgenome.org/data-portal/search?q=NA12878.

The specific region selected for analysis is: 17:7577873-7580187.

The test dataset for CNV (test_set.tar.gz), generated in silico by VISOR (https://doi.org/10.1093/bioinformatics/btz719), consists of 8 combinations of 4 different haplotypes derived from chromosome 22 (GRCh38), at an average coverage of 30x.

A small test set for CNVs (CNV_test_set.tar.gz) consists on 10 samples from 1000 genomes project (hs37d5), each of them with a deletion in one exon of BRCA1.
DOI: 10.5281/zenodo.15729577
title: Dataset-logs-codes of Segmentation with co-occurence matrix
DOI: 10.5281/zenodo.15729578
title: Dataset-logs-codes of Segmentation with co-occurence matrix
DOI: 10.17632/bbv6gy7tbf
title: Original data for "Sources and enrichment mechanisms of lithium, rubidium, and cesium in waters of magmatic-hydrothermal systems"

description: This dataset includes original data of the figures in both main text and the Supplementary Material., the dataset serve as a part of the manuscript from Liu et al. "Sources and enrichment mechanisms of lithium, rubidium, and cesium in waters of magmatic-hydrothermal systems".
DOI: 10.17632/bbv6gy7tbf.1
title: Original data for "Sources and enrichment mechanisms of lithium, rubidium, and cesium in waters of magmatic-hydrothermal systems"

description: This dataset includes original data of the figures in both main text and the Supplementary Material., the dataset serve as a part of the manuscript from Liu et al. "Sources and enrichment mechanisms of lithium, rubidium, and cesium in waters of magmatic-hydrothermal systems".
DOI: 10.17632/9tpdft3ckb
title: Do ESG Activities reduce agency costs?

description: Data for paper entitled 'Do Esg Activities Reduce Agency Costs?
DOI: 10.15468/dl.azefz4
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stichopus monotuberculatus (Quoy & Gaimard, 1834)"
 ]
}

 The dataset's 3 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067175-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9tpdft3ckb.1
title: Do ESG Activities reduce agency costs?

description: Data for paper entitled 'Do Esg Activities Reduce Agency Costs?
DOI: 10.5281/zenodo.15730370
title: Supplementary files of "Obesity indices, adipokines, and atrial fibrillation: a Mendelian randomization and mediation analysis"
DOI: 10.5281/zenodo.15730371
title: Supplementary files of "Obesity indices, adipokines, and atrial fibrillation: a Mendelian randomization and mediation analysis"
DOI: 10.6084/m9.figshare.22215640
title: Point population from census grid (2012, Mazovian region, Poland)

description: <br>This dataset is a full sample of point population. Data were obtained from the official census published in 2012 in a 1 km x 1 km grid with information on the number of inhabitants, age and gender structure in each grid cell (Statistics Poland, 2012). Data, originally available as grid data, were disaggregated into point data. The sampling procedure assumed drawing for each grid cell (1 km x 1 km) from random spatial distribution the equivalent number of points (1 point = 100 persons). Those random points were geo-localised (longitude/latitude) and treated as point pattern.<br>This dataset is a part of a project titled "Modelling and forecasting business location in context of economies of density. Theoretical, methodological and empirical approach using spatial econometrics and spatial machine learning" financed by National Science Center, Poland (Krakow, Poland) [OPUS 21 call, grant number UMO-2021/41/B/HS4/00285].
DOI: 10.6084/m9.figshare.22215640.v1
title: Point population from census grid (2012, Mazovian region, Poland)

description: <br>This dataset is a full sample of point population. Data were obtained from the official census published in 2012 in a 1 km x 1 km grid with information on the number of inhabitants, age and gender structure in each grid cell (Statistics Poland, 2012). Data, originally available as grid data, were disaggregated into point data. The sampling procedure assumed drawing for each grid cell (1 km x 1 km) from random spatial distribution the equivalent number of points (1 point = 100 persons). Those random points were geo-localised (longitude/latitude) and treated as point pattern.<br>This dataset is a part of a project titled "Modelling and forecasting business location in context of economies of density. Theoretical, methodological and empirical approach using spatial econometrics and spatial machine learning" financed by National Science Center, Poland (Krakow, Poland) [OPUS 21 call, grant number UMO-2021/41/B/HS4/00285].
DOI: 10.6084/m9.figshare.28509350
title: Location of cities in Mazovian region (Poland)

description: This is the small dataset that specifies the location and population of cities in Mazovian region (Poland)<br>This dataset is a part of a project titled "Modelling and forecasting business location in context of economies of density. Theoretical, methodological and empirical approach using spatial econometrics and spatial machine learning" financed by National Science Center, Poland (Krakow, Poland) [OPUS 21 call, grant number UMO-2021/41/B/HS4/00285].
DOI: 10.6084/m9.figshare.28509350.v1
title: Location of cities in Mazovian region (Poland)

description: This is the small dataset that specifies the location and population of cities in Mazovian region (Poland)<br>This dataset is a part of a project titled "Modelling and forecasting business location in context of economies of density. Theoretical, methodological and empirical approach using spatial econometrics and spatial machine learning" financed by National Science Center, Poland (Krakow, Poland) [OPUS 21 call, grant number UMO-2021/41/B/HS4/00285].
DOI: 10.5281/zenodo.15730354
title: Tabla 1 in Lista actualizada de odonatos (Insecta) en el departamento de Córdoba, Colombia

description: Tabla 1. Especies previamente registradas en el departamento de Córdoba.
FamiliaEspecieLocalidadReferenciaAeshnidaeTriacanthagyna septima (Selys in Sagra, 1857)MonteríaDunkle, 1981CoenagrionidaeNeoerythromma cultellatum (Hagen in Selys, 1876)Santa Cruz de LoricaBota-Sierra et al., 2024Telebasis griffinii (Martin, 1896)MonteríaGarrison, 2009GomphidaeAphylla tenuis Hagen in Selys, 1859MonteríaDunkle, 1981HeteragrionidaeHeteragrion mitratum Williamson, 1919TierraltaStand et al., 2019LibellulidaeErythemis haematogastra (Burmeister, 1839)Pueblo NuevoPalacino et al., 2015Erythemis mithroides (Brauer, 1900)Pueblo NuevoPalacino et al., 2015Erythemis peruviana (Rambur, 1842)Pueblo Nuevo, San Bernardo del Viento, Santa Cruz de LoricaPalacino et al., 2015; Bota-Sierra et al., 2024Erythemis plebeja (Burmeister, 1839)Montería, Santa Cruz de LoricaPalacino et al., 2015, Bota-Sierra et al. 2024Erythemis vesiculosa (Fabricius, 1775) Nephepeltia flavifrons (Karsch, 1889)Ayapel, Montería, Pueblo Nuevo, Santa Cruz de Lorica MonteríaPalacino et al. 2015; Bota-Sierra et al. 2024 von Ellenrieder, 2014Perithemis tenera (Say, 1840)Pueblo NuevoBota-Sierra et al., 2024Tholymis citrina Hagen, 1867MonteríaDunkle, 1981
description: Published as part of Bota-Sierra, Cornelio A., Bedoya-Arteaga, Lizeth P., Atehortúa-Mejía, Mariano A., Cuello-Montes, Luisa M., Cuevas-Flórez, Odalys, Duque-Bedoya, Luisa Fernanda, Navarro-Barreto, Idalina, Santos-Arzuza, Camila Andrea, Vargas-Acosta, Įan Carlos, Verbel, Įaider & Zuñiga-Ortega, Įanis, 2025, Lista actualizada de odonatos (Insecta) en el departamento de Córdoba, Colombia, pp. 7 in Biota Colombiana 26 on page 7, DOI: 10.21068/2539200X.1262, http://zenodo.org/record/15730258
DOI: 10.5281/zenodo.15730353
title: Tabla 1 in Lista actualizada de odonatos (Insecta) en el departamento de Córdoba, Colombia

description: Tabla 1. Especies previamente registradas en el departamento de Córdoba.
FamiliaEspecieLocalidadReferenciaAeshnidaeTriacanthagyna septima (Selys in Sagra, 1857)MonteríaDunkle, 1981CoenagrionidaeNeoerythromma cultellatum (Hagen in Selys, 1876)Santa Cruz de LoricaBota-Sierra et al., 2024Telebasis griffinii (Martin, 1896)MonteríaGarrison, 2009GomphidaeAphylla tenuis Hagen in Selys, 1859MonteríaDunkle, 1981HeteragrionidaeHeteragrion mitratum Williamson, 1919TierraltaStand et al., 2019LibellulidaeErythemis haematogastra (Burmeister, 1839)Pueblo NuevoPalacino et al., 2015Erythemis mithroides (Brauer, 1900)Pueblo NuevoPalacino et al., 2015Erythemis peruviana (Rambur, 1842)Pueblo Nuevo, San Bernardo del Viento, Santa Cruz de LoricaPalacino et al., 2015; Bota-Sierra et al., 2024Erythemis plebeja (Burmeister, 1839)Montería, Santa Cruz de LoricaPalacino et al., 2015, Bota-Sierra et al. 2024Erythemis vesiculosa (Fabricius, 1775) Nephepeltia flavifrons (Karsch, 1889)Ayapel, Montería, Pueblo Nuevo, Santa Cruz de Lorica MonteríaPalacino et al. 2015; Bota-Sierra et al. 2024 von Ellenrieder, 2014Perithemis tenera (Say, 1840)Pueblo NuevoBota-Sierra et al., 2024Tholymis citrina Hagen, 1867MonteríaDunkle, 1981
description: Published as part of Bota-Sierra, Cornelio A., Bedoya-Arteaga, Lizeth P., Atehortúa-Mejía, Mariano A., Cuello-Montes, Luisa M., Cuevas-Flórez, Odalys, Duque-Bedoya, Luisa Fernanda, Navarro-Barreto, Idalina, Santos-Arzuza, Camila Andrea, Vargas-Acosta, Įan Carlos, Verbel, Įaider & Zuñiga-Ortega, Įanis, 2025, Lista actualizada de odonatos (Insecta) en el departamento de Córdoba, Colombia, pp. 7 in Biota Colombiana 26 on page 7, DOI: 10.21068/2539200X.1262, http://zenodo.org/record/15730258
DOI: 10.15468/dl.f9en8f
title: Occurrence Download

description: A dataset containing 1360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Sarpa salpa (Linnaeus, 1758)"
 ]
}

 The dataset includes 1360 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067180-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13026/aeqv-0v88
title: Microbiological, Immunological and Biochemical Characteristics of the Development of Ventilator Associated Pneumonia

description: The respiratory microbiome plays a critical role in metabolism, immune system
maturation, and protection against pathogens. Traditionally, respiratory
microbiology in pneumonia focused on identifying a specific pathogen, often
disregarding normal oral flora as contaminants. However, recent research
highlights the importance of the pulmonary microbiome's altered composition
(dysbiosis) and its association with diseases such as Ventilator-Associated
Pneumonia (VAP). The relationship between dysbiosis and immune dysregulation
remains unclear, raising questions about whether dysbiosis is a cause or
consequence of disease progression. This dataset explores the respiratory
microbiome's role in nosocomial lower respiratory tract infections in ICU
patients.

This prospective, observational dataset was built in an ICU in Chia, Colombia,
focusing on adult patients requiring mechanical ventilation without initial
pneumonia. Clinical data and biological samples, including bronchoalveolar
lavage, orotracheal secretion, and blood, were collected at multiple time
points. Microbiome analysis involved DNA extraction, gene sequencing of the
16S ribosomal unit, and bioinformatic analysis to characterize microbial
diversity. Concurrently, pulmonary, and systemic inflammatory markers were
quantified using ELISA.

The dataset enrolled 141 patients, generating a comprehensive dataset on
demographic, clinical, and microbiome variables. This research not only
provides insights into the microbial ecology of VAP but also establishes a
repository of data for future studies. The findings underscore the complex
interplay between the microbiome and disease in critically ill patients, with
implications for improving clinical outcomes in the ICU setting.
DOI: 10.15468/dl.bc4nh4
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Crataegus pinnatifida Bunge"
 ]
}

 The dataset includes 1342 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067181-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15730345
title: The Impact of Cap and Trade Policies on CO2 Emissions and Emission Intensity in the U.S. Power Sector

description: This repository includes the dataset that's extracted from the US government sites and compiled into a panel dataset. Additionally, it also includes the Python code used to visualise and create DiD and panel regression.
DOI: 10.5281/zenodo.15730346
title: The Impact of Cap and Trade Policies on CO2 Emissions and Emission Intensity in the U.S. Power Sector

description: This repository includes the dataset that's extracted from the US government sites and compiled into a panel dataset. Additionally, it also includes the Python code used to visualise and create DiD and panel regression.
DOI: 10.13026/gqzb-fg27
title: Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports

description: This dataset, Swiss-Mammo, contains 28 manually constructed German mammography
reports, each paired with an English translation. The reports are stratified
across BI-RADS categories 0 through 6, with four reports per category. All
reports were manually created by a radiology resident without the use of
generative AI and independently reviewed by a senior radiologist specialized
in breast imaging to ensure clinical plausibility and linguistic accuracy.

Swiss-Mammo was developed to support research on information extraction from
radiology reports using large language models (LLMs) and frame semantics. The
dataset provides a high-quality, controlled benchmark for evaluating systems
designed to structure free-text radiological narratives. It is particularly
suited for applications in natural language processing, clinical informatics,
and decision support systems in breast imaging.
DOI: 10.13026/95cy-rc09
title: Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports

description: This dataset, Swiss-Mammo, contains 28 manually constructed German mammography
reports, each paired with an English translation. The reports are stratified
across BI-RADS categories 0 through 6, with four reports per category. All
reports were manually created by a radiology resident without the use of
generative AI and independently reviewed by a senior radiologist specialized
in breast imaging to ensure clinical plausibility and linguistic accuracy.

Swiss-Mammo was developed to support research on information extraction from
radiology reports using large language models (LLMs) and frame semantics. The
dataset provides a high-quality, controlled benchmark for evaluating systems
designed to structure free-text radiological narratives. It is particularly
suited for applications in natural language processing, clinical informatics,
and decision support systems in breast imaging.
DOI: 10.15468/dl.z3ws73
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Caledonia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Planchonella luteocostata Munzinger & Swenson"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067182-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4479p8
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America, Asia, Antarctica, Africa, Europe, Oceania)",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharodon carcharias (Linnaeus, 1758)"
 ]
}

 The dataset's 10 records were derived from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067179-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/cyojpx
title: labels_to_levers_names.tab

description: :unav
DOI: 10.57745/f1afg6
title: levers_ift_farm_scale.tab

description: :unav
DOI: 10.57745/3fdx8f
title: Dataset for publication entitled "Declared agroecological levers and pesticide use in French vineyards: a step toward modelling transition pathways"

description: For each growing system, compile a list of boolean entries indicating whether the lever is activated or not, along with the total TFI at the growing system level. Data tables available: - Computed data at farm level : levers and TFI (Treatment Frequency Index) - Glossary of the level labels used All data have been stored and produced via the Agrosyst information system, then selected and consolidated by the authors.
DOI: 10.13026/v66k-sk82
title: tOLIet: Single-lead Thigh-based Electrocardiography Using Polimeric Dry Electrodes

description: Our team previously introduced an innovative concept for an "invisible"
Electrocardiography (ECG) system, incorporating electrodes and sensors into a
toilet seat design to enable signal acquisition from the thighs. Building upon
that work, we now present a novel dataset featuring real-world, single-lead
ECG signals captured at the thighs, offering a valuable resource for advancing
research on thigh-based ECG for cardiovascular disease assessment. To our
knowledge, this is the first dataset of its kind.

The tOLIet dataset comprises 149 ECG recordings collected from 86 individuals
(50 females, 36 males) with an average age of 31.73 ± 13.11 years, a mean
weight of 66.89 ± 10.70 kg, and an average height of 166.82 ± 6.07 cm.
Participants were recruited through direct contact with the Principal
Investigator at Centro Hospitalar Universitario de Lisboa Central (CHULC) and
via clinical consultations conducted at the same institution. Each recording
includes four differential signals acquired from electrode pairs embedded in
the toilet seat, with reference signals obtained from a standard 12-lead
hospital ECG system.
DOI: 10.48472/aleia/svk2sb
title: Ecossistema da Pesquisa Científica do Distrito Federal

description: O conjunto de arquivos gerado contém um grafo de conhecimento integrado que mapeia todo o ecossistema científico do Distrito Federal, interligando pesquisadores, instituições, produções científicas, patentes, redes de colaboração e infraestrutura de pesquisa. Este modelo semântico agrega dados heterogêneos de fontes abertas nacionais (como Plataforma Lattes, Sucupira, Oasisbr e BDTD) e internacionais (Wikidata, CrossRef, Espacenet), criando uma rede dinâmica onde: - Pesquisadores são vinculados a suas instituições, projetos de pesquisa, orientações e colaborações; - Produções científicas (artigos, teses, softwares, patentes) são cruzadas com indicadores de impacto (citações, famílias de patentes); - Relações como coautoria, financiamento, uso de infraestrutura e participação em eventos são modeladas; - Vinculação semântica: Identificar entidades equivalentes em bases distintas (ex.: vincular um currículo Lattes a patentes no INPI).