cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30609284.v2
title: Supporting Material — “Spatial Profiling of Human Diffuse Cutaneous Leishmaniasis Lesions Reveals Immunosuppressive Microenvironments that Coincide with Parasite Localisation”

description: Diffuse cutaneous leishmaniasis (DCL) is marked by persistent Leishmania amazonensis parasitism and a profoundly immunosuppressive tissue environment. Using multiparametric immunofluorescence, we investigate the immune landscape of DCL skin lesions. We observed large numbers of CD68⁺ phagocytes harbouring intracellular parasites that displayed prominent vacuolated morphology. Spatial mapping demonstrated distinct tissue compartments that were enriched for vacuolated (VA+) or non-vacuolated (VA-) phagocytes. Notably, CD4⁺FOXP3⁺ regulatory T cells were significantly enriched in VA+ regions, in close proximity to CD68⁺ cells, suggesting that macrophages containing parasites were associated with an immunosuppressive microenvironment. Consistent with this, immunofluorescence confirmed a preferential co-localisation of CD68⁺ cells expressing heme oxygenase-1 (HO-1), a key mediator of anti-inflammatory responses, within VA⁺ areas. Strikingly, a strong positive correlation was observed between HO-1⁺ phagocytes and Treg frequencies, supporting the hypothesis of a coordinated immunoregulatory axis contributing to immune evasion and parasite persistence. Collectively, our findings reveal a compartmentalised niches in DCL defined by the co-localisation of parasite engorged vacuolated macrophages and regulatory T cells that may underpin the immunosuppression observed in this severe form of this disease.
DOI: 10.15468/dl.zzq6a7
title: Occurrence Download

description: A dataset containing 174632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thunnus albacares"
 ]
}

 The dataset includes 174632 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044813-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5pc6nm2gms
title: Light Ca isotopes reveal recycled sedimentary carbonates in the mantle source of post-collisional carbonatites

description: Ca isotope compositions for the Mianning-Dechang rocks, 915b, 915c, Alfa-Ca, NASS-7 and geological reference materials measured in this study and literature
DOI: 10.17632/5pc6nm2gms.1
title: Light Ca isotopes reveal recycled sedimentary carbonates in the mantle source of post-collisional carbonatites

description: Ca isotope compositions for the Mianning-Dechang rocks, 915b, 915c, Alfa-Ca, NASS-7 and geological reference materials measured in this study and literature
DOI: 10.17632/p9sf2kdkcn
title: Characterizing Rainfall Simulators by Raindrop Size Distribution Measurements and Fall Velocity Estimates

description: This dataset contains the processed experimental data for the research article: "Characterizing Rainfall Simulators by Raindrop Size Distribution Measurements and Fall Velocity Estimates"
The data was collected to evaluate and compare different methods for measuring raindrop fall velocity in laboratory settings, specifically for drip-type and pressurized rainfall simulators. The core purpose was to assess the reliability of an empirical velocity relationship (Eq. 1 in the paper) against a direct photographic technique and Parsivel² optical disdrometer.

The dataset is organized into two main blocks corresponding to the experimental setups.

Drip-type Rainfall Simulators. For each experimental conditions (raindrop diameter, D (cm), and falling height, h (m)), the following variables were obtained:
- vD (m/s): Fall velocity measured by the photographic technique.
- vcalc (m/s): Fall velocity calculated using the empirical relationship (Eq. 1).
- vi, P (m/s): Fall velocity measured by the Parsivel² disdrometer.

Pressurized Rainfall Simulator. Two different pressures were examined (P= 0.26 bar, P= 0.51 bar) for the same raindrop falling height (h=1.63 m). For each experimental condition, the following variables were obtained:
- vcalc (m/s): Fall velocity calculated using the empirical relationship (Eq. 1).
- vi, P (m/s): Fall velocity measured by the Parsivel² disdrometer.
DOI: 10.17632/p9sf2kdkcn.1
title: Characterizing Rainfall Simulators by Raindrop Size Distribution Measurements and Fall Velocity Estimates

description: This dataset contains the processed experimental data for the research article: "Characterizing Rainfall Simulators by Raindrop Size Distribution Measurements and Fall Velocity Estimates"
The data was collected to evaluate and compare different methods for measuring raindrop fall velocity in laboratory settings, specifically for drip-type and pressurized rainfall simulators. The core purpose was to assess the reliability of an empirical velocity relationship (Eq. 1 in the paper) against a direct photographic technique and Parsivel² optical disdrometer.

The dataset is organized into two main blocks corresponding to the experimental setups.

Drip-type Rainfall Simulators. For each experimental conditions (raindrop diameter, D (cm), and falling height, h (m)), the following variables were obtained:
- vD (m/s): Fall velocity measured by the photographic technique.
- vcalc (m/s): Fall velocity calculated using the empirical relationship (Eq. 1).
- vi, P (m/s): Fall velocity measured by the Parsivel² disdrometer.

Pressurized Rainfall Simulator. Two different pressures were examined (P= 0.26 bar, P= 0.51 bar) for the same raindrop falling height (h=1.63 m). For each experimental condition, the following variables were obtained:
- vcalc (m/s): Fall velocity calculated using the empirical relationship (Eq. 1).
- vi, P (m/s): Fall velocity measured by the Parsivel² disdrometer.
DOI: 10.17632/fgbwfkt839
title: Protocol H_Analysis

description: This work presents a mathematical model designed to optimize anti‑VEGF injection intervals for diabetic macular edema (DME), incorporating systemic factors such as HbA1c, blood pressure, and glycemic variability. The analysis leverages open‑source data from the Diabetic Retinopathy Clinical Research Network (DRCR.net) Protocol H to validate the model. Due to dataset limitations, validation primarily reflects the HbA1c–BP components of the model, while the contribution of glycemic variability could not be assessed. Results highlight the potential of systemic control parameters to inform individualized treatment schedules, with prospective data collection required to fully evaluate the role of glycemic variability.
DOI: 10.17632/fgbwfkt839.1
title: Protocol H_Analysis

description: This work presents a mathematical model designed to optimize anti‑VEGF injection intervals for diabetic macular edema (DME), incorporating systemic factors such as HbA1c, blood pressure, and glycemic variability. The analysis leverages open‑source data from the Diabetic Retinopathy Clinical Research Network (DRCR.net) Protocol H to validate the model. Due to dataset limitations, validation primarily reflects the HbA1c–BP components of the model, while the contribution of glycemic variability could not be assessed. Results highlight the potential of systemic control parameters to inform individualized treatment schedules, with prospective data collection required to fully evaluate the role of glycemic variability.
DOI: 10.17632/gjxztmgt37.4
title: Intrinsic Honesty and Trust in AI

description: This dataset is used in the paper "From Intrinsic Honesty to Trust in Artificial Intelligence (AI): How Moral Integrity
Influences Trust in AI Systems". 

This paper uses a repeated trust game to explore trust dynamics in artificial intelligence (AI) systems. The experiment assessed how trust is formed and evolves with AI systems exhibiting different personalities. Participants engaged in repeated tasks, allowing the distinction between initial trust and trust over time. Findings indicate that socially oriented AI, with consistent and rewarding behavior, elicited the highest trust levels but was least reciprocated with trust compared to competitive and exploratory AI systems. Trust was also sensitive to perceived fairness, since participants were less trusting when AI had the same initial endowment. Trust recovery after a breach proved challenging regardless of the initial level of trust. The findings offer practical insights for designing trustworthy AI systems and informing AI governance policies. The study advances our understanding of trust in AI, offering actionable guidance for AI deployment in trust-sensitive environments.
DOI: 10.15468/dl.h7et2h
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "Geometry POLYGON((47.40705 -19.24546,49.42978 -19.96001,50.00142 -18.10217,51.26563 -15.30993,48.83616 -15.25496,48.50194 -17.69695,47.40705 -19.24546))",
 "OccurrenceStatus is Present",
 "TaxonKey is Vanilla francoisii"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044892-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/75kwfmw4wc
title: Dataset for '3D cultured human medium spiny neurons functionally integrate and rescue motor deficits in Huntington’s disease mice'

description: This dataset contains processed files and cell-type annotations from the study “3D cultured human medium spiny neurons functionally integrate and rescue motor deficits in Huntington’s disease mice.” The data capture the differentiation of human pluripotent stem cells into D1/D2 medium spiny neurons using a 3D system, as well as their maturation and integration after transplantation into Huntington’s disease model mice. These profiles allow users to explore MSN lineage trajectories, subtype specification, and post-transplantation states, and can be used for downstream analyses such as marker discovery, developmental comparison, or integration studies. In the Invitro_metadata.csv file, “d20” corresponds to d20_rep1 and “d20rep” corresponds to d20_rep2; the same naming convention applies to d44. Additionally, 3mpt sample represents sorted human cells analyzed by scRNA-seq, whereas 5mpt sample represents unsorted tissue analyzed by snRNA-seq.
DOI: 10.17632/75kwfmw4wc.1
title: Dataset for '3D cultured human medium spiny neurons functionally integrate and rescue motor deficits in Huntington’s disease mice'

description: This dataset contains processed files and cell-type annotations from the study “3D cultured human medium spiny neurons functionally integrate and rescue motor deficits in Huntington’s disease mice.” The data capture the differentiation of human pluripotent stem cells into D1/D2 medium spiny neurons using a 3D system, as well as their maturation and integration after transplantation into Huntington’s disease model mice. These profiles allow users to explore MSN lineage trajectories, subtype specification, and post-transplantation states, and can be used for downstream analyses such as marker discovery, developmental comparison, or integration studies. In the Invitro_metadata.csv file, “d20” corresponds to d20_rep1 and “d20rep” corresponds to d20_rep2; the same naming convention applies to d44. Additionally, 3mpt sample represents sorted human cells analyzed by scRNA-seq, whereas 5mpt sample represents unsorted tissue analyzed by snRNA-seq.
DOI: 10.17632/yv6ft6zsx7.1
title: QTNano - Impact of Thin Film Thickness on the Structural, Energetic and Optoelectronic Properties of Two-Dimensional FPEA2(MAn−1)PbnI3n+1Perovskites, ACS Applied Energy Materials , 8, 3346 (2025)

description: Raw data of the published paper - https://doi.org/10.1021/acsaem.4c02800
DOI: 10.17632/9ndpcc6ymr
title: Climate Change

description: Monthly time series data for the United States from January 2003 to June 2025
DOI: 10.17632/9ndpcc6ymr.1
title: Climate Change

description: Monthly time series data for the United States from January 2003 to June 2025
DOI: 10.15468/dl.ekg2c3
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-111.2688 27.74913, -111.1188 27.74913, -111.1188 27.89913, -111.2688 27.89913, -111.2688 27.74913))"
 ]
}

 The dataset includes 198 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044893-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17648585
title: OPEN DATA_Saham LQ45 2016-2022
DOI: 10.5281/zenodo.17648586
title: OPEN DATA_Saham LQ45 2016-2022
DOI: 10.15468/dl.u78kn9
title: Occurrence Download

description: A dataset containing 3670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.61286097699233",
 "DecimalLongitude is less than 6.61592053017672",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3670 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044894-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/th446xhxrv
title: Dataset for 'Etiological Factors of the Risk for Occupational Illness in Nursing Professionals: An Etiology and Risk Review Protocol'

description: Systematic review protocol and search strings used in this study.
DOI: 10.17632/th446xhxrv.1
title: Dataset for 'Etiological Factors of the Risk for Occupational Illness in Nursing Professionals: An Etiology and Risk Review Protocol'

description: Systematic review protocol and search strings used in this study.
DOI: 10.5518/137
title: Data associated with ‘Energy rebound as a potential threat to a low-carbon future: Findings from a new exergy-based national-level rebound approach’

description: The dataset comprises three parts (please also refer to the journal paper for more detailed descriptions including methodology):     1. Values for economic output (Y) and quality-adjusted factors of production (capital K, labour L, energy E) for the UK and US (1980–2010) and China (1981-2010). These serve as inputs to the aggregate constant elasticity of substitution (CES) function, estimated in its KL(E) structure.  2. 1,000 bootstrap resampled values of the unknown CES parameters estimated for the UK, US and China.  3. The national-level rebound calculations using Method 1 - Ratio of Actual to Potential Energy Savings (AES/PES) and Method 2 - Elasticity of Energy Use with Respect to Efficiency (EEE).
DOI: 10.15468/dl.dvahag
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "Geometry POLYGON((47.40705 -19.24546,49.42978 -19.96001,50.00142 -18.10217,51.26563 -15.30993,48.83616 -15.25496,48.50194 -17.69695,47.40705 -19.24546))",
 "OccurrenceStatus is Present",
 "TaxonKey is Vanilla coursii"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044896-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p38boa
title: The Indigo Project: a global citizen science Ocean survey

description: Sequencing the microbiome of the world''s Oceans with data collected by citizen sailing oceanographers
DOI: 10.15468/dl.8zcd5j
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-111.1188 27.74913, -110.9688 27.74913, -110.9688 27.89913, -111.1188 27.89913, -111.1188 27.74913))"
 ]
}

 The dataset includes 782 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044897-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vyn8kzhjtg
title: QTNano - Theoretical and Experimental Insights into Transition Metal Single-Atom Adsorption Effects on Perovskite Surfaces, 129, 19925 (2025)

description: Raw data of the published paper - https://doi.org/10.1021/acs.jpcc.5c04429 
Cite this: J. Phys. Chem. C 2025, 129, 44, 19925–19937
DOI: 10.17632/vyn8kzhjtg.1
title: QTNano - Theoretical and Experimental Insights into Transition Metal Single-Atom Adsorption Effects on Perovskite Surfaces, 129, 19925 (2025)

description: Raw data of the published paper - https://doi.org/10.1021/acs.jpcc.5c04429 
Cite this: J. Phys. Chem. C 2025, 129, 44, 19925–19937
DOI: 10.15468/dl.ekj2zd
title: Occurrence Download

description: A dataset containing 4227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 6.61592053017672",
 "DecimalLongitude is less than 6.61898008336112",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 4227 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044899-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rzpbp2fz9j.4
title: Data for Adaptive VP1 Sites 93 and 97 Modulate Antigenic Evolution and Receptor Binding of Senecavirus A: Phylogenetic Analysis and Validation with Recombinant Viruses

description: Supporting data for “Adaptive VP1 Sites 93 and 97 Modulate Antigenic Evolution and Receptor Binding of Senecavirus A: Phylogenetic Analysis and Validation with Recombinant Viruses”.
DOI: 10.17632/p4f6wsx3jc
title: Evolution of Southern Hemisphere Westerly asymmetry since the early Miocene (dataset)

description: This dataset includes a total of two .xlsx files for IODP Site U1370 from the South Pacific Ocean. ds01 contains Sr-Nd isotopic results for the dust fraction, ds02 contains rock magnetic and Ti/Al results for the bulk sediment. All these files can be opened by the Microsoft Excel.
DOI: 10.17632/p4f6wsx3jc.2
title: Evolution of Southern Hemisphere Westerly asymmetry since the early Miocene (dataset)

description: This dataset includes a total of two .xlsx files for IODP Site U1370 from the South Pacific Ocean. ds01 contains Sr-Nd isotopic results for the dust fraction, ds02 contains rock magnetic and Ti/Al results for the bulk sediment. All these files can be opened by the Microsoft Excel.
DOI: 10.17632/szbg9sftzx
title: Indonesian Gen Z Sustainable Purchase Intention Dataset

description: This dataset contains survey responses from 100 Indonesian Generation Z to examine the factors that influence sustainable purchase intention based on the extended Theory of Planned Behavior (TPB). The dataset includes measures of attitude, subjective norms, perceived behavioral control, trust, and price sensitivity, along with demographic variables. The data were collected in 2025 using an online questionnaire (Google Form). This dataset supports research on sustainability, consumer behavior, and marketing strategies.
DOI: 10.17632/szbg9sftzx.1
title: Indonesian Gen Z Sustainable Purchase Intention Dataset

description: This dataset contains survey responses from 100 Indonesian Generation Z to examine the factors that influence sustainable purchase intention based on the extended Theory of Planned Behavior (TPB). The dataset includes measures of attitude, subjective norms, perceived behavioral control, trust, and price sensitivity, along with demographic variables. The data were collected in 2025 using an online questionnaire (Google Form). This dataset supports research on sustainability, consumer behavior, and marketing strategies.
DOI: 10.5281/zenodo.17648418
title: Genomics of Irish swine-derived Streptococcus suis: Population structure, prophages, and anti-viral defence mechanisms

description: This file is the supplementary data associated with the paper above. It contains the metadata and output of analyses.

 

AbstractStreptococcus suis is a major pig pathogen with zoonotic potential, posing an occupational risk to farmers and meat handlers. We characterised 110 S. suis strains from diseased pigs in Ireland (2005–2022) using whole-genome sequencing to investigate population structure and phage-host dynamics. We identified fifteen distinct serotypes, with serotypes 9 and 2 being the most dominant. In silico multi-locus sequence typing revealed high diversity within the collection, identifying several sequence types (STs), including 26 novel STs. Investigation of strain-level genomic clustering using PopPUNK against global S. suis genomes showed that the Irish isolates were phylogenetically dispersed across the broader global S. suis population rather than clustering in a single clonal group. The majority of Irish isolates fall within the ten established pathogenic lineages, including the highly virulent zoonotic lineage 1. A locally persistent clonal lineage was identified among Irish isolates, showing minimal genetic variation over a decade.Prophage analysis revealed novel viral taxa that were interspersed among known streptococcal phages, rather than clustering distinctly. Restriction-modification systems were the predominant anti-viral defence systems identified across genomes. CRISPR-Cas systems were present in limited strains but showed substantial targeting bias toward full-length prophages, indicating ongoing phage pressure. CRISPR spacers matched non-S. suis streptococcal phages, and phylogenomic analysis revealed that Vansinderenvirus phages clustered with S. suis rather than other S. thermophilus phages, suggesting evolutionary connections between phage lineages infecting different streptococci. This study presents the first comprehensive genomic characterisation of S. suis in Ireland, revealing a diverse population with significant implications for animal and human health.Keywords: anti-viral defence, genomics, One Health, pig, phage, Streptococcus suis, zoonosis
DOI: 10.15468/dl.6k3uhw
title: Occurrence Download

description: A dataset containing 281680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragopogon pratensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 281680 records from 2109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044844-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.