cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14802393
title: Spectral and temporal properties of type-II parametric down-conversion: The impact of losses during state generation

description: This dataset includes the data on which the figures of the preprint "Spectral and temporal properties of type-II parametric down-conversion: The impact of losses during state generation" by Denis A. Kopylov, Michael Stefszky, Torsten Meier, Christine Silberhorn and Polina R. Sharapova  (arXiv:2501.08917) are based. The relevant code for the numerical simulations is also attached.

This work is supported by the “Photonic Quantum Computing” (PhoQC) project, funded by the Ministry for Culture and Science of the State of North-Rhine Westphalia. We acknowledge financial support of the Deutsche Forschungsgemeinschaft (DFG) via the Collaborative Research Center ”Tailored Nonlinear Photonics” TRR 142/3 (Project No. 231447078, Subproject No. C10).
DOI: 10.15468/dl.76ns6n
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isatis praecox"
 ]
}

 The dataset includes 173 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023395-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd8wqx
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Miliusa campanulata"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023394-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88zsuq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heleogiton trigonum, Heleogiton triquetrum, Heleophylax triquetrus, Hymenochaeta triqueter, Hymenochaeta triquetra, Schoenoplectus triqueter conglomeratus, Schoenoplectus triqueter hoppei, Schoenoplectus triqueter macrostachys, Schoenoplectus triqueter monostachys, Schoenoplectus triqueter pallidus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023393-250711103210423/datasets/export for details.
DOI: 10.15468/dl.k8agyv
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila coronopifolia"
 ]
}

 The dataset includes 727 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023396-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8fdcy
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium vulgare",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 193 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023392-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knuret
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC1772"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023397-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.21866097
title: The ecological validity of picture SFON tasks

description: Data and materials associated with the paper "The ecological validity of picture SFON tasks".Details of each variable etc are available in the excel sheet.<br><br>Abstract from paperResearch has identified that children differ in the extent to which they spontaneously focus on numerical aspects of the environment (Spontaneous Focusing on Numerosity, SFON) and that this correlates with their mathematics achievement. It is assumed that the mechanism underpinning this relationship is that children who spontaneously focus on numerical features of their environment will experience more self-initiated practice with number concepts. We explored this mechanism by investigating whether 4-to 5-year-old children’s verbal SFON scores on a picture description task related to their spontaneous focusing on number while engaged in play activities with their parent. We found that the scores derived from a picture description task were strongly correlated with the scores derived from the play sessions, rs=.638, 95% CI [.433, .781], providing evidence for this mechanism. We further investigated the role that verbal abilities may play in children’s performance on the picture description task, finding that general verbal abilities were not associated with verbal SFON scores. These results contribute to our understanding of the role played by verbal SFON tendencies in explaining differences in numerical development, and demonstrate the ecological validity of SFON picture tasks.
DOI: 10.17028/rd.lboro.21866097.v1
title: The ecological validity of picture SFON tasks

description: Data and materials associated with the paper "The ecological validity of picture SFON tasks".Details of each variable etc are available in the excel sheet.<br><br>Abstract from paperResearch has identified that children differ in the extent to which they spontaneously focus on numerical aspects of the environment (Spontaneous Focusing on Numerosity, SFON) and that this correlates with their mathematics achievement. It is assumed that the mechanism underpinning this relationship is that children who spontaneously focus on numerical features of their environment will experience more self-initiated practice with number concepts. We explored this mechanism by investigating whether 4-to 5-year-old children’s verbal SFON scores on a picture description task related to their spontaneous focusing on number while engaged in play activities with their parent. We found that the scores derived from a picture description task were strongly correlated with the scores derived from the play sessions, rs=.638, 95% CI [.433, .781], providing evidence for this mechanism. We further investigated the role that verbal abilities may play in children’s performance on the picture description task, finding that general verbal abilities were not associated with verbal SFON scores. These results contribute to our understanding of the role played by verbal SFON tendencies in explaining differences in numerical development, and demonstrate the ecological validity of SFON picture tasks.
DOI: 10.5281/zenodo.15853324
title: Model outputs for "Growth in Production and Environmental Deposition of Trifluoroacetic acid due to Long-lived CFC Replacements and Anaesthetics"

description: This dataset contains netCDF files outputted from the FRSGC/UCI Chemistry Transport Model (CTM), used in the associated manuscript. The dataset includes global simulations of atmospheric processes contributing to the formation, transport and deposition of trifluoroacetic acid (TFA) from hydrofluorocarbons (HFCs), hydrochlorofluorocarbons (HCFCs), and anaesthetics.

The netCDF files contain with variables describing the wet and dry deposition fluxes of TFA and the chemical fluxes of key atmospheric reactions that contribute to the production of TFA from 3 HCFCs, 6 HFCs, and 4 fluorinated anaesthetics .

The simulations were conducted as part of a project aimed at quantifying the contribution of long-lived source gases to TFA production and deposition. See the corresponding manuscript for detailed methodology and description of the CTM.
DOI: 10.5281/zenodo.15853325
title: Model outputs for "Growth in Production and Environmental Deposition of Trifluoroacetic acid due to Long-lived CFC Replacements and Anaesthetics"

description: This dataset contains netCDF files outputted from the FRSGC/UCI Chemistry Transport Model (CTM), used in the associated manuscript. The dataset includes global simulations of atmospheric processes contributing to the formation, transport and deposition of trifluoroacetic acid (TFA) from hydrofluorocarbons (HFCs), hydrochlorofluorocarbons (HCFCs), and anaesthetics.

The netCDF files contain with variables describing the wet and dry deposition fluxes of TFA and the chemical fluxes of key atmospheric reactions that contribute to the production of TFA from 3 HCFCs, 6 HFCs, and 4 fluorinated anaesthetics .

The simulations were conducted as part of a project aimed at quantifying the contribution of long-lived source gases to TFA production and deposition. See the corresponding manuscript for detailed methodology and description of the CTM.
DOI: 10.6084/m9.figshare.29425075
title: Interferon-induced immune signatures are associated with suppression of HEV infection in porcine cell culture models

description: Hepatitis E virus genotype 3 (HEV-3) is a zoonotic pathogen with pigs representing the natural host. Although HEV-3 infections in humans are often self-limiting, severe or chronic cases can occur. In contrast, HEV-3 infections in pigs, the primary reservoir, remain asymptomatic. To assess the initial transcriptional response in porcine cells during HEV-3 infection and pave the way for mechanistic studies of species-specific virus–host interactions, we aimed to establish porcine cell culture models, including primary porcine hepatocytes (PPHs) and porcine cell lines. PPHs supported the full HEV-3 replication cycle while intrinsic immunity, driven by the interferon-stimulated gene (ISG) system, played a central role in restricting viral replication. JAK inhibition enhanced viral replication and suppressed ISG expression, highlighting the importance of IFN signalling in antiviral defense. Transcriptional profiling revealed a global modulation of host responses upon HEV infection, including pathways linked to immunity, inflammation, and metabolism. Porcine cell lines were permissive to HEV infection and treatment with recombinant porcine IFN-α subtypes induced a robust ISG response and effectively inhibited HEV replication in a dose-dependent manner. These findings establish porcine hepatocytes and cell lines as valuable tools to study HEV-host interactions, demonstrating the critical role of IFN-mediated intrinsic immunity in HEV restriction and highlighting subtype-specific antiviral effects of porcine IFN-α.
DOI: 10.6084/m9.figshare.29425075.v1
title: Interferon-induced immune signatures are associated with suppression of HEV infection in porcine cell culture models

description: Hepatitis E virus genotype 3 (HEV-3) is a zoonotic pathogen with pigs representing the natural host. Although HEV-3 infections in humans are often self-limiting, severe or chronic cases can occur. In contrast, HEV-3 infections in pigs, the primary reservoir, remain asymptomatic. To assess the initial transcriptional response in porcine cells during HEV-3 infection and pave the way for mechanistic studies of species-specific virus–host interactions, we aimed to establish porcine cell culture models, including primary porcine hepatocytes (PPHs) and porcine cell lines. PPHs supported the full HEV-3 replication cycle while intrinsic immunity, driven by the interferon-stimulated gene (ISG) system, played a central role in restricting viral replication. JAK inhibition enhanced viral replication and suppressed ISG expression, highlighting the importance of IFN signalling in antiviral defense. Transcriptional profiling revealed a global modulation of host responses upon HEV infection, including pathways linked to immunity, inflammation, and metabolism. Porcine cell lines were permissive to HEV infection and treatment with recombinant porcine IFN-α subtypes induced a robust ISG response and effectively inhibited HEV replication in a dose-dependent manner. These findings establish porcine hepatocytes and cell lines as valuable tools to study HEV-host interactions, demonstrating the critical role of IFN-mediated intrinsic immunity in HEV restriction and highlighting subtype-specific antiviral effects of porcine IFN-α.
DOI: 10.15468/dl.xhdzag
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Latace andina"
 ]
}

 The dataset includes 161 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023398-250711103210423/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.29581796
title: Identification of β4GALNT2 as an anti-hPIV3 factor through genome-wide CRISPR/Cas9 library screening

description: Human respirovirus 3 (also known as human parainfluenza virus 3; hPIV3) is a major cause of severe acute respiratory infections in vulnerable populations. Here we conducted a genome-wide CRISPR/Cas9 library screen to identify key host factors for hPIV3 infection. In addition to identifying several host proteins involved in glycosylation as proviral factors, we identified β-1,4-N-Acetyl-Galactosaminyltransferase 2 (β4GALNT2) as a potent restriction factor. Further investigation demonstrated that the addition of a GalNAc residue to α2-3-sialylated glycans by β4GALNT2, resulting in the Sd<sup>a</sup> glycotope, disrupted the interaction between the viral hemagglutinin-neuraminidase (HN) attachment protein and sialoglycan receptors. Specifically, the additional GalNAc residue interfered with the interaction of residue W371 in HN with sub-terminal glycan moieties. β4GALNT2-mediated Sd<sup>a</sup> epitope expression also negatively affected infection by other respiroviruses, with the strongest effect being observed for hPIV3.
DOI: 10.6084/m9.figshare.29581796.v1
title: Identification of β4GALNT2 as an anti-hPIV3 factor through genome-wide CRISPR/Cas9 library screening

description: Human respirovirus 3 (also known as human parainfluenza virus 3; hPIV3) is a major cause of severe acute respiratory infections in vulnerable populations. Here we conducted a genome-wide CRISPR/Cas9 library screen to identify key host factors for hPIV3 infection. In addition to identifying several host proteins involved in glycosylation as proviral factors, we identified β-1,4-N-Acetyl-Galactosaminyltransferase 2 (β4GALNT2) as a potent restriction factor. Further investigation demonstrated that the addition of a GalNAc residue to α2-3-sialylated glycans by β4GALNT2, resulting in the Sd<sup>a</sup> glycotope, disrupted the interaction between the viral hemagglutinin-neuraminidase (HN) attachment protein and sialoglycan receptors. Specifically, the additional GalNAc residue interfered with the interaction of residue W371 in HN with sub-terminal glycan moieties. β4GALNT2-mediated Sd<sup>a</sup> epitope expression also negatively affected infection by other respiroviruses, with the strongest effect being observed for hPIV3.
DOI: 10.5281/zenodo.15967684
title: Datasets of (aggregated) information on scientific teams supporting results from "Freshness, Persistence and Success of Scientific Teams"

description: The data in this dataset was used to determine the results and produce the majority of figures reported on in the publication "Freshness, Persistence and Success of Scientific Teams". It pertains to, mostly aggregated, information on the persistent scientific teams studied therein, including their active periods, timespan, (highly cited) production, institutional team composition, and statistics on the team members' openness to other collaborative ties. We refer you to the aforementioned publication for more information on the procedures used to identify these teams and the extraction of this dataset, as well as for a better understanding of the concept of 'openness' and 'impulses'.
DOI: 10.5281/zenodo.15967685
title: Datasets of (aggregated) information on scientific teams supporting results from "Freshness, Persistence and Success of Scientific Teams"

description: The data in this dataset was used to determine the results and produce the majority of figures reported on in the publication "Freshness, Persistence and Success of Scientific Teams". It pertains to, mostly aggregated, information on the persistent scientific teams studied therein, including their active periods, timespan, (highly cited) production, institutional team composition, and statistics on the team members' openness to other collaborative ties. We refer you to the aforementioned publication for more information on the procedures used to identify these teams and the extraction of this dataset, as well as for a better understanding of the concept of 'openness' and 'impulses'.
DOI: 10.15468/dl.fxtrgw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sturnella magna)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023401-250711103210423/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12487112
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.6s32bj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schoenoplectus triqueter conglomeratus, Schoenoplectus triqueter hoppei, Schoenoplectus triqueter macrostachys, Schoenoplectus triqueter monostachys, Schoenoplectus triqueter pallidus, Schoenoplectus triqueter segregatus, Schoenoplectus triqueter segregatus, Schoenoplectus triquetrus, Schoenoplectus trisetosus, Schoenoplectus trisetosus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023406-250711103210423/datasets/export for details.
DOI: 10.15468/dl.5z67mg
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium vulgare",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 210 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023404-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8gykd
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selenia jonesii"
 ]
}

 The dataset includes 121 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023399-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsj25h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursaphelenchus mucronatus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023403-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf9t3c
title: Occurrence Download

description: A dataset containing 496324 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Apoidea Databank"
 ]
}

 The dataset includes 496324 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023389-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15742531
title: Dataset and Scripts for 'Trade-off between Cost and Performance of Earth Observation Data in Olive Tree Health Assessment Using Machine Learning

description: This dataset supports the research article : Bouslihim, Y., Bouasria, A., Rochdi, A., Haissen, E. B. E., Loczy, D., Orban, Z., & Salem, A. (2025). Trade-off between cost and performance of earth observation data in olive trees health assessment: Digital crop mapping approach using machine learning algorithms. International Journal of Applied Earth Observation and Geoinformation, 142, 104732. https://doi.org/10.1016/j.jag.2025.104732. 

Data was collected and processed under the "Olive Trees Health and Yield Prediction through EO Data and Machine Learning" project, funded by the European Space Agency (ESA) within the framework of the EO AFRICA R&D Facility.

The dataset includes both raw and processed Earth Observation (EO) data as well as the full set of R scripts used in data preprocessing, machine learning model training, and evaluation. The study investigates how different EO data sources (e.g., Sentinel-2, Mohammed VI satellite, UAV imagery) compare in terms of cost-effectiveness and predictive performance for assessing olive tree health in a Mediterranean agroecosystem.

All materials are archived in a single compressed .rar file labeled "SCRIPTS & DATA", which contains:





Preprocessed EO datasets used in the analysis




Field-based ground truth data for validation




R scripts implementing feature extraction, model training, and evaluation pipelines



This repository is intended to facilitate transparency, reproducibility, and reuse of the research workflow and data by the scientific community.