cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.umx8sk
title: Occurrence Download

description: A dataset containing 12847 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllostachys Siebold & Zucc."
 ]
}

 The dataset includes 12847 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008213-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5edy9
title: Occurrence Download

description: A dataset containing 493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eufriesea Cockerell, 1908"
 ]
}

 The dataset includes 493 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007012-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3xs2h
title: Occurrence Download

description: A dataset containing 44224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Year is 2022",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 44224 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nytphg
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Keteleeria davidiana"
 ]
}

 The dataset includes 400 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012378-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ksc4sv46x6
title: Searching for a Pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety

description: This is the data and code associated with the manuscript 'Searching for a pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety', link: https://iopscience.iop.org/article/10.1149/1945-7111/addd50/meta.

A collection of about 50,000 independent DC pulse sequences, collected from ~80 cells of 4 different types of commercially produced Li-ion batteries, with varying state-of-health (lab-aged, field-aged, and both), pulse state-of-charge, pulse design, pulse current, battery temperature, and battery hysteresis, while also measuring battery performance metrics relevant to a variety of battery applications (rate capability, mobility application, and stationary energy storage application). To diagnose safety, we have attempted to quantify potential safety and reliability issues using both electrochemical (post-charge voltage relaxation) and physical methods (rapid X-ray CT screening). We then use machine-learning methods to predict different target metrics using rapid pulse data and analyze results.

Code with potential future updates to analysis is also at https://github.com/NREL/battery_pulse_diagnostics
DOI: 10.17632/ksc4sv46x6.1
title: Searching for a Pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety

description: This is the data and code associated with the manuscript 'Searching for a pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety', link: https://iopscience.iop.org/article/10.1149/1945-7111/addd50/meta.

A collection of about 50,000 independent DC pulse sequences, collected from ~80 cells of 4 different types of commercially produced Li-ion batteries, with varying state-of-health (lab-aged, field-aged, and both), pulse state-of-charge, pulse design, pulse current, battery temperature, and battery hysteresis, while also measuring battery performance metrics relevant to a variety of battery applications (rate capability, mobility application, and stationary energy storage application). To diagnose safety, we have attempted to quantify potential safety and reliability issues using both electrochemical (post-charge voltage relaxation) and physical methods (rapid X-ray CT screening). We then use machine-learning methods to predict different target metrics using rapid pulse data and analyze results.

Code with potential future updates to analysis is also at https://github.com/NREL/battery_pulse_diagnostics
DOI: 10.21979/n9/xbmxrt
title: Replication Data for: On-chip topological edge state cavities

description: This dataset contains all the data used in the paper, titled 'On-chip topological edge state cavities'.
DOI: 10.48544/0965bf33-e094-48d6-86ce-3ee9973a6f65
title: Comparative Analysis of the Glass Plate Design
DOI: 10.5281/zenodo.17501649
title: Datos de los grupos de discusión para el artículo "Emotional discourses in young masculinities. The case of young men in Valencia, Spain"

description: Tablas con la clasificación por categorías temáticas de las citas extraídas de los grupos de discusión realizados a jóvenes y profesionales, entre 2019 y 2021, en el ámbito del proyecto de investigación "Construint homes. Joves valencians i la representació de les seues masculinitats" (GVA/173/2019), financiado por la Generalitat Valenciana, Conselleria de Innovación, Universidades, Ciencia y Sociedad Digital. Este material cualitativo fue utilizado para el artículo "Emotional discourses in young masculinities. The case of young men in Valencia, Spain", cuyo objetivo fue identificar los diferentes discursos relacionados con la masculinidad en los jóvenes varones valencianos a partir de sus narrativas sobre la expresión de las emociones y sentimientos y cómo estas se desarrollan en la amistad.
DOI: 10.5281/zenodo.17501648
title: Datos de los grupos de discusión para el artículo "Emotional discourses in young masculinities. The case of young men in Valencia, Spain"

description: Tablas con la clasificación por categorías temáticas de las citas extraídas de los grupos de discusión realizados a jóvenes y profesionales, entre 2019 y 2021, en el ámbito del proyecto de investigación "Construint homes. Joves valencians i la representació de les seues masculinitats" (GVA/173/2019), financiado por la Generalitat Valenciana, Conselleria de Innovación, Universidades, Ciencia y Sociedad Digital. Este material cualitativo fue utilizado para el artículo "Emotional discourses in young masculinities. The case of young men in Valencia, Spain", cuyo objetivo fue identificar los diferentes discursos relacionados con la masculinidad en los jóvenes varones valencianos a partir de sus narrativas sobre la expresión de las emociones y sentimientos y cómo estas se desarrollan en la amistad.
DOI: 10.17632/m55tgnydb9.1
title: Enhancing SME Financial Accuracy through Prompt Engineering Services to Address Manual Recording Challenges (Phenomenological Study)

description: Artificial Intelligence has been rapidly developed and adopted by the public audience since ChatGPT released it’s first model. People of various backgrounds have been known to integrate AI to solve their problems, be it in the form of content creation, a partner to talk to, insight gatherings, as well as assisting one’s business. This paper aims to examine how small and medium enterprises (SMEs) require immediate engineering services in financial data recording with an emphasis on eliminating inefficiencies in manual processes that are likely to be affected by human errors and irresponsible reporting as well as creating good monetization strategies for engineers to implement on this market. The study presents the experiences of SME owners/certified professional and their financial management problems through a phenomenological study as it’s method and relies on primary data collected in the form of in depth interviews and secondary data in the form of relevant journals. The results reveal the possibility of prompt engineering in creating tailored AI systems that will automate the process of data categorization, data recording, and monthly reporting on the basis of evidence provided, including receipts and explanations. This service will help SMEs to input raw data and the AI will do the sorting into categories such as income, expenses, amounts, and proofs, and the perfect monthly ledgers will be downloadable. The study also creates a monetization strategy of immediate engineers to this market, such as subscription and tier pricing and alliances. The study helps to fill the gap between AI development and SME implementation, which will encourage efficiency, accuracy, and financial viability in new markets.
DOI: 10.17632/v22k6k63sx
title: Income-Based Policies for Public Electric Vehicle Charging Station Deployment

description: This dataset accompanies the manuscript "Income-Based Policies for Public Electric Vehicle Charging Station Deployment" by Siobhan Powell (ETH Zürich) and Marie-Louise Arlt (University of Bayreuth and Bavarian Center of Battery Technology). Contact: spowell (at) ethz (dot) ch and arlt (at) uni-bayreuth (dot) de. 
It can be used with the code available at https://github.com/SiobhanPowell/income-based-charging-station-policies (also available with a DOI here: https://doi.org/10.5281/zenodo.17494751) to reproduce the figures in the main manuscript. 
Please refer to the code repository and manuscript for all the details.
DOI: 10.17632/v22k6k63sx.1
title: Income-Based Policies for Public Electric Vehicle Charging Station Deployment

description: This dataset accompanies the manuscript "Income-Based Policies for Public Electric Vehicle Charging Station Deployment" by Siobhan Powell (ETH Zürich) and Marie-Louise Arlt (University of Bayreuth and Bavarian Center of Battery Technology). Contact: spowell (at) ethz (dot) ch and arlt (at) uni-bayreuth (dot) de. 
It can be used with the code available at https://github.com/SiobhanPowell/income-based-charging-station-policies (also available with a DOI here: https://doi.org/10.5281/zenodo.17494751) to reproduce the figures in the main manuscript. 
Please refer to the code repository and manuscript for all the details.
DOI: 10.15468/dl.ahbhfe
title: Occurrence Download

description: A dataset containing 1940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dianthus superbus"
 ]
}

 The dataset includes 1940 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012379-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzce4e
title: Occurrence Download

description: A dataset containing 2300799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadus morhua",
 "Year 1980-2025"
 ]
}

 The dataset includes 2300799 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012354-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yp86g9jxwk
title: The Prevalence and Reality of Congenital Heart Defects

description: Congenital heart defects (CHDs) represent structural abnormalities of the heart and major intrathoracic vessels present at birth that affect cardiac function or ultimately may require intervention (such as surgery or catheterisation) (National Institute for Health and Care Excellence [NICE], 2014). For both the lay reader and the medical student, understanding CHDs is vital: they are among the most common birth defects, with both immediate and long-term implications for individuals and society. In this article we will explore both the prevalence of CHDs globally and regionally, and the lived “reality” of CHDs: their types, the pathways to diagnosis, treatment and outcomes, and the broader psychosocial and health-system impacts. We will close with a look at challenges and the future of care for patients with CHD.
DOI: 10.17632/yp86g9jxwk.1
title: The Prevalence and Reality of Congenital Heart Defects

description: Congenital heart defects (CHDs) represent structural abnormalities of the heart and major intrathoracic vessels present at birth that affect cardiac function or ultimately may require intervention (such as surgery or catheterisation) (National Institute for Health and Care Excellence [NICE], 2014). For both the lay reader and the medical student, understanding CHDs is vital: they are among the most common birth defects, with both immediate and long-term implications for individuals and society. In this article we will explore both the prevalence of CHDs globally and regionally, and the lived “reality” of CHDs: their types, the pathways to diagnosis, treatment and outcomes, and the broader psychosocial and health-system impacts. We will close with a look at challenges and the future of care for patients with CHD.
DOI: 10.5281/zenodo.17510757
title: SUDEXP-TE2-low-BxB

description: This is the full set of data for the analysis of 9x9 Sudoku puzzles in the lower BxB part of the T&E(2) kingdom, via (1+BRT)-expansion of T&E(2) minimals, as explained in the book: BERTHIER Denis, Hierarchical Classifications in Constraint Satisfaction (Third Edition), Lulu Press, October 2025, ISBN 978-1-326-05648-3.
DOI: 10.5281/zenodo.17510758
title: SUDEXP-TE2-low-BxB

description: This is the full set of data for the analysis of 9x9 Sudoku puzzles in the lower BxB part of the T&E(2) kingdom, via (1+BRT)-expansion of T&E(2) minimals, as explained in the book: BERTHIER Denis, Hierarchical Classifications in Constraint Satisfaction (Third Edition), Lulu Press, October 2025, ISBN 978-1-326-05648-3.
DOI: 10.17632/kf7ftjrrhx
title: Spatial and temporal variation in the diversity, abundance, and energetic returns of underground storage organs on the coastal lowlands of the Cape Floristic Region, South Africa

description: This package contains data and related R script (and README file explaining the organisation of this package) which accompany the research paper with the same title submitted to the Journal of Archaeological Science, with submission ID JASC25-178. This research assessed species with underground storage organs (USOs) on the coastal lowlands of the Cape Floristic Region (CFR) in terms of their richness, abundance, and energetic returns across regions, seasons and biome types. We surveyed 212 sites equally in the growing (spring) and dormant (autumn) seasons and across three biomes (Fynbos, Renosterveld, Strandveld) in each of three regions (west, south, and southeast coasts). In all the surveyed regions, richness, abundance, and energetic returns of edible USOs peaked in winter/spring and were dominated by high-energy cormous species. On an annual basis, energetic returns were highest on the south coast, owing to USO apparency peaking in autumn, a feature absent at the other sites. In all regions, hotspots of USO energetic returns were rare, but most common on the south coast. Energetic returns were mostly higher in Strandveld than in Fynbos and Renosterveld.
DOI: 10.17632/kf7ftjrrhx.3
title: Spatial and temporal variation in the diversity, abundance, and energetic returns of underground storage organs on the coastal lowlands of the Cape Floristic Region, South Africa

description: This package contains data and related R script (and README file explaining the organisation of this package) which accompany the research paper with the same title submitted to the Journal of Archaeological Science, with submission ID JASC25-178. This research assessed species with underground storage organs (USOs) on the coastal lowlands of the Cape Floristic Region (CFR) in terms of their richness, abundance, and energetic returns across regions, seasons and biome types. We surveyed 212 sites equally in the growing (spring) and dormant (autumn) seasons and across three biomes (Fynbos, Renosterveld, Strandveld) in each of three regions (west, south, and southeast coasts). In all the surveyed regions, richness, abundance, and energetic returns of edible USOs peaked in winter/spring and were dominated by high-energy cormous species. On an annual basis, energetic returns were highest on the south coast, owing to USO apparency peaking in autumn, a feature absent at the other sites. In all regions, hotspots of USO energetic returns were rare, but most common on the south coast. Energetic returns were mostly higher in Strandveld than in Fynbos and Renosterveld.
DOI: 10.17632/hxpm5dwjbp
title: NAVIGATING THE EFFECT OF THE EFFECTIVENESS OF GOVERNMENT, INFLATION, AND DIRECT TAX ON TACKLING INEQUALITY IN BIMSTEC COUNTRIES

description: This data is used for the purpose of the study "Navigating the Effect of the Effectiveness of Government, Inflation, and Direct Tax on Tackling Inequality In Bimstec Countries". All the data are secondary and arranged as per the requirement of the prupose study.
DOI: 10.17632/hxpm5dwjbp.1
title: NAVIGATING THE EFFECT OF THE EFFECTIVENESS OF GOVERNMENT, INFLATION, AND DIRECT TAX ON TACKLING INEQUALITY IN BIMSTEC COUNTRIES

description: This data is used for the purpose of the study "Navigating the Effect of the Effectiveness of Government, Inflation, and Direct Tax on Tackling Inequality In Bimstec Countries". All the data are secondary and arranged as per the requirement of the prupose study.
DOI: 10.17632/rxfk6t8f6x.1
title: RenSeg-KidneyCT

description: RenSeg-KidneyCT is a multi-class kidney CT dataset comprising three groups: Renal Calculi (annotated), Renal Carcinoma (annotated), and Normal Kidney cases (unannotated). The annotation of calculi and carcinoma regions was performed and verified by an experienced medical expert (nephrologist) to ensure clinical reliability. This dataset is intended for segmentation and classification research tasks in medical imaging and AI.
DOI: 10.17632/6hnmx5myg3
title: Data supporting the Kaveri Delta study

description: This study investigates the control of sea-level changes and tectonics on the Late Quaternary depositional history of the Kaveri Delta, India. The research hypothesis is that marine transgressions during the Pleistocene and Holocene shaped the stratigraphic architecture and delta morphology. To test this, we analyzed four 25 m-long sediment cores using quartz OSL dating. The dataset contains OSL chronology details, including the sample depth, radionuclide concentrations, and material used.
DOI: 10.17632/6hnmx5myg3.1
title: Data supporting the Kaveri Delta study

description: This study investigates the control of sea-level changes and tectonics on the Late Quaternary depositional history of the Kaveri Delta, India. The research hypothesis is that marine transgressions during the Pleistocene and Holocene shaped the stratigraphic architecture and delta morphology. To test this, we analyzed four 25 m-long sediment cores using quartz OSL dating. The dataset contains OSL chronology details, including the sample depth, radionuclide concentrations, and material used.
DOI: 10.17632/f2w6fftspm
title: Disparities in melanoma survival in Asian American and Pacific Islander patients: A Surveillance, Epidemiology, and End Results (SEER) program-based analysis

description: Although Asian American and Pacific Islander (AAPI) patients are at lower risk for developing melanoma compared to non-Hispanic white (NHW) populations, Asian American and Pacific Islanders (AAPI) have worse survival after melanoma diagnosis compared to non-Hispanic white (NHW) populations. 

The authors analyzed histologically confirmed cases of cutaneous melanoma in AAPI patients and NHW patients in the specialized Detailed Asian/Pacific Islander Groups Database of the Surveillance, Epidemiology, and End Results program (1992-2022). Cox proportional hazard ratios were utilized to evaluate the association of race and stage on melanoma-specific mortality; hazard ratios were calculated for AAPI patients with NHW patients as the reference group.

AAPI patients experience later-stage diagnosis and increased melanoma-specific mortality. Survival disparities remained after adjusting for stage of diagnosis and were present even when AAPI patients were diagnosed at early stages of melanoma.
DOI: 10.17632/f2w6fftspm.2
title: Disparities in melanoma survival in Asian American and Pacific Islander patients: A Surveillance, Epidemiology, and End Results (SEER) program-based analysis

description: Although Asian American and Pacific Islander (AAPI) patients are at lower risk for developing melanoma compared to non-Hispanic white (NHW) populations, Asian American and Pacific Islanders (AAPI) have worse survival after melanoma diagnosis compared to non-Hispanic white (NHW) populations. 

The authors analyzed histologically confirmed cases of cutaneous melanoma in AAPI patients and NHW patients in the specialized Detailed Asian/Pacific Islander Groups Database of the Surveillance, Epidemiology, and End Results program (1992-2022). Cox proportional hazard ratios were utilized to evaluate the association of race and stage on melanoma-specific mortality; hazard ratios were calculated for AAPI patients with NHW patients as the reference group.

AAPI patients experience later-stage diagnosis and increased melanoma-specific mortality. Survival disparities remained after adjusting for stage of diagnosis and were present even when AAPI patients were diagnosed at early stages of melanoma.
DOI: 10.17632/z42tbzp2n5
title: Tree-ring–based diameter growth data for Rhizophora mangle in the Colombian Caribbean

description: Cispatá Bay, located in the Colombian Caribbean, hosts the country’s only mangrove under a regulated sustainable use model. Yet, current management guidelines rely on generalized silvicultural criteria, which do not reflect species-specific growth dynamics, potentially compromising sustainability. This study aims to improve sustainable forest management in Cispatá Bay by developing species-specific growth models for Rhizophora mangle, a dominant and heavily harvested species. We used tree-ring data from 26 dead individuals to evaluate diameter growth, and applied nonlinear mixed- effects modeling, accounting for autocorrelation and growth eccentricity. The resulting models yielded biologically meaningful ontogenetic traits and silvicultural parameters, including a maximum mean diameter, a weighted average growth rate, a lifespan, and a halflife.
DOI: 10.17632/z42tbzp2n5.1
title: Tree-ring–based diameter growth data for Rhizophora mangle in the Colombian Caribbean

description: Cispatá Bay, located in the Colombian Caribbean, hosts the country’s only mangrove under a regulated sustainable use model. Yet, current management guidelines rely on generalized silvicultural criteria, which do not reflect species-specific growth dynamics, potentially compromising sustainability. This study aims to improve sustainable forest management in Cispatá Bay by developing species-specific growth models for Rhizophora mangle, a dominant and heavily harvested species. We used tree-ring data from 26 dead individuals to evaluate diameter growth, and applied nonlinear mixed- effects modeling, accounting for autocorrelation and growth eccentricity. The resulting models yielded biologically meaningful ontogenetic traits and silvicultural parameters, including a maximum mean diameter, a weighted average growth rate, a lifespan, and a halflife.