cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15089110
title: BOLD (Plantae - ITS1, ITS2, trnL) training data formatted for DADA2

description: These DADA2-formatted training fasta files were derived from the BOLD database. The dataset was last created on March 26, 2025.
DOI: 10.5281/zenodo.15089109
title: BOLD (Plantae - ITS1, ITS2, trnL) training data formatted for DADA2

description: These DADA2-formatted training FASTA files were derived from the BOLD database. The dataset was last created on March 26, 2025.
DOI: 10.5281/zenodo.15349936
title: BOLD (Plantae - ITS1, ITS2, trnL) training data formatted for DADA2

description: These DADA2-formatted training FASTA files were derived from the BOLD database. The dataset was last created on March 26, 2025.
DOI: 10.15468/dl.fcrxe8
title: Occurrence Download

description: A dataset containing 11929 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoring of priority invasive plant species of the Flemish Waterways – Regio Centraal District 4 - 6 (2024), Flanders, Belgium"
 ]
}

 The dataset includes 11929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017912-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2944s
title: Occurrence Download

description: A dataset containing 17889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmunda claytoniana L."
 ]
}

 The dataset includes 17889 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017914-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa8kny
title: Occurrence Download

description: A dataset containing 34577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Psorophora columbiae (Dyar & Knab, 1906))"
 ]
}

 The dataset includes 34577 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017913-250426092105405/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.28573993
title: Factor Network Autoregressions

description: We propose a factor network autoregressive (FNAR) model for time series with complex network structures. The coefficients of the model reflect many different types of connections between economic agents (“multilayer network”), which are summarized into a smaller number of network matrices (“network factors”) through a novel tensor-based principal component approach. We provide consistency and asymptotic normality results for the estimation of the factors, their loadings, and the coefficients of the FNAR, as the number of layers, nodes and time points diverges to infinity. Our approach combines two different dimension-reduction techniques and can be applied to high-dimensional datasets. Simulation results show the goodness of our estimators in finite samples. In an empirical application, we use the FNAR to investigate the cross-country interdependence of GDP growth rates based on a variety of international trade and financial linkages. The model provides a rich characterization of macroeconomic network effects as well as good forecasts of GDP growth rates.
DOI: 10.6084/m9.figshare.28573993.v3
title: Factor Network Autoregressions

description: We propose a factor network autoregressive (FNAR) model for time series with complex network structures. The coefficients of the model reflect many different types of connections between economic agents (“multilayer network”), which are summarized into a smaller number of network matrices (“network factors”) through a novel tensor-based principal component approach. We provide consistency and asymptotic normality results for the estimation of the factors, their loadings, and the coefficients of the FNAR, as the number of layers, nodes and time points diverges to infinity. Our approach combines two different dimension-reduction techniques and can be applied to high-dimensional datasets. Simulation results show the goodness of our estimators in finite samples. In an empirical application, we use the FNAR to investigate the cross-country interdependence of GDP growth rates based on a variety of international trade and financial linkages. The model provides a rich characterization of macroeconomic network effects as well as good forecasts of GDP growth rates.
DOI: 10.6084/m9.figshare.28573993.v2
title: Factor Network Autoregressions

description: We propose a factor network autoregressive (FNAR) model for time series with complex network structures. The coefficients of the model reflect many different types of connections between economic agents (“multilayer network”), which are summarized into a smaller number of network matrices (“network factors”) through a novel tensor-based principal component approach. We provide consistency and asymptotic normality results for the estimation of the factors, their loadings, and the coefficients of the FNAR, as the number of layers, nodes and time points diverges to infinity. Our approach combines two different dimension-reduction techniques and can be applied to high-dimensional datasets. Simulation results show the goodness of our estimators in finite samples. In an empirical application, we use the FNAR to investigate the cross-country interdependence of GDP growth rates based on a variety of international trade and financial linkages. The model provides a rich characterization of macroeconomic network effects as well as good forecasts of GDP growth rates.
DOI: 10.25318/3710028701-fra
title: Caractéristiques et revenu d'emploi médian des cohortes longitudinales de diplômés postsecondaires 2, 5 et 10 ans après l'obtention du titre scolaire, selon le titre scolaire et le domaine d'études (regroupements principaux alternatifs)

description: Caractéristiques et revenu d'emploi médian des diplômés postsecondaires 2, 5 et 10 ans après l'obtention du titre scolaire, selon le titre scolaire (Classification des programmes et des sanctions d'études - variante grade professionnel) et le domaine d'études (Classification des programmes d'enseignement (CPE) Canada 2021 - Regroupements principaux alternatifs).
DOI: 10.5281/zenodo.15349934
title: TABLE 1 in A new species of the plume moth genus Adaina Tutt (Lepidoptera, Pterophoridae) from the Atacama Desert, Chile

description: TABLE 1. DNA barcode sequences used in the molecular analysis.
Tribe/SpeciesBOLD process IDOidaematophoriniAdaina ambrosiae (Murtfeldt)BBUSA 039-09Adaina azapensis sp. nov.NCMIC017-25Adaina bipunctatus (Möschler)MNAP 729-13Adaina jobimi VargasGBMNE 63243-22Adaina microdactyla (Hübner)ABOLA 573-14Adaina montanus (Walsingham)BBLPB 929-10Adaina simplicius (Grossbeck)BBLOB1031 -11Emmelina monodactyla (Linnaeus)FBLMT 634-09Gypsochares baptodactylus (Zeller)LON 6825-18Hellinsia osteodactylus (Zeller)ABOLA 920-15Oidaematophorus lithodactyla (Treitschke)LEATE 533-13Pselnophorus heterodactyla (Müller)LASTS 065-14Puerphorus olbiadactylus (Millière)LEASX 035-21Pterophorini Merrifieldia tridactyla (Linnaeus)FBLMT 655-09
description: Published as part of Vargas, Héctor A., 2025, A new species of the plume moth genus Adaina Tutt (Lepidoptera, Pterophoridae) from the Atacama Desert, Chile, pp. 572 in Zootaxa 5627 (3) on page 572, DOI: 10.11646/zootaxa.5627.3.10, http://zenodo.org/record/15326145
DOI: 10.5281/zenodo.15349935
title: TABLE 1 in A new species of the plume moth genus Adaina Tutt (Lepidoptera, Pterophoridae) from the Atacama Desert, Chile

description: TABLE 1. DNA barcode sequences used in the molecular analysis.
Tribe/SpeciesBOLD process IDOidaematophoriniAdaina ambrosiae (Murtfeldt)BBUSA 039-09Adaina azapensis sp. nov.NCMIC017-25Adaina bipunctatus (Möschler)MNAP 729-13Adaina jobimi VargasGBMNE 63243-22Adaina microdactyla (Hübner)ABOLA 573-14Adaina montanus (Walsingham)BBLPB 929-10Adaina simplicius (Grossbeck)BBLOB1031 -11Emmelina monodactyla (Linnaeus)FBLMT 634-09Gypsochares baptodactylus (Zeller)LON 6825-18Hellinsia osteodactylus (Zeller)ABOLA 920-15Oidaematophorus lithodactyla (Treitschke)LEATE 533-13Pselnophorus heterodactyla (Müller)LASTS 065-14Puerphorus olbiadactylus (Millière)LEASX 035-21Pterophorini Merrifieldia tridactyla (Linnaeus)FBLMT 655-09
description: Published as part of Vargas, Héctor A., 2025, A new species of the plume moth genus Adaina Tutt (Lepidoptera, Pterophoridae) from the Atacama Desert, Chile, pp. 572 in Zootaxa 5627 (3) on page 572, DOI: 10.11646/zootaxa.5627.3.10, http://zenodo.org/record/15326145
DOI: 10.15468/dl.tdbba7
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmunda javanica Blume"
 ]
}

 The dataset includes 69 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017916-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm5kev
title: Occurrence Download

description: A dataset containing 2055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex vishnui Theobald, 1901)"
 ]
}

 The dataset includes 2055 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017918-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2909/f8678cc8-cba6-4d32-96e9-a4d46853af3d
title: Single-use Plastics reporting, 2024

description: Directive 2019/904 of the European Union and the Council of 5 June 2019 on the reduction of the impact of certain plastic products on the environment (henceforth "SUP Directive") aims at preventing and reducing the negative impact of certain plastic products on the (marine) environment and on human health, promoting the transition to a circular economy, and contributing to the efficient functioning of the internal market. Article 13 (Information systems and reporting) of the Directive establishes that Member States shall report the data and information specific for specific items, starting the reporting of the following four items in 2024 (reference year 2022): 
• Amounts of SUP cups for beverages and food containers placed on market (item a)
• Measures to reduce the consumption of SUP cups for beverages and food containers (item b), where countries need to put in place measures for an ambitious and sustained reduction of the consumption
• Separate collection of SUP beverage bottles (item c), where the Directive sets a 77% target by 2025 and 90% by 2029
• Fishing gear placed on the market and fishing gear collected as waste (item d), where this first-year reporting will provide the basis for potentially setting binding collection rates for waste fishing gear, following the evaluation of the SUP Directive in 2027.

Article 13(1) of the SUP Directive states that Member States shall report these data and information electronically within 18 months of the end of the reporting year for which they were collected. The first reporting period shall be the calendar year 2022, which will cover items (a), (b), (c) and (d). This means that the deadline for reporting these items was end of June 2024. The reporting of (e) and (f) will start for the calendar year 2023 (to be reported until end of June 2025). 

Article 13(2) of the SUP Directive states that the data and information reported by Member States shall be accompanied by a quality check report where, among other aspects, the methods for the calculations and for data verification and control are described.
DOI: 10.15468/dl.rt2gra
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manihot esculenta Crantz"
 ]
}

 The dataset includes 46 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017919-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p3vzr
title: Occurrence Download

description: A dataset containing 85403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 85403 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017910-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/8xhj5t
title: 20240308_CseChr_annComp.classif.gff3

description: Annotated TEs for each C. sempervirens chromosome.
DOI: 10.57745/yr4t1b
title: Annot_List4GFF3_Cupressus_finale_Curation.txt

description: Final cleaning performed on annotated TEs for each C. sempervirens chromosome.
DOI: 10.6084/m9.figshare.28937870
title: Bylemans_et_al_2025_MEE.zip

description: 1. Environmental DNA (eDNA) analyses hold great potential for increasing species detection sensitivities and estimating species abundances. The rapidly growing userbase, continuous method development and optimisation have led to diverse approaches for capturing and analysing eDNA. While significant efforts have been made to standardize field and laboratory protocols, a notable gap remains in understanding the consequences of data pre-processing and statistical choices on the final results obtained, particularly in quantitative eDNA analyses. These insights are crucial for developing best-practice guidelines that can harmonize analytical workflows.2. To address this gap, we conducted an extensive literature review focussing on quantitative species-specific eDNA studies. We assessed the diversity of data pre-processing and statistical choices made to evaluate the correlation between eDNA concentrations and species’ abundance or biomass, and collected the raw datasets when available. We then applied commonly used data analysis strategies to the datasets to formulate general recommendations for improving the reliability and reproducibility of quantitative eDNA analyses.3. Our results indicate that, within the available literature, statistical methods are not always clearly described and raw data are rarely made publicly available. Furthermore, the choice of data pre-processing strategies and statistical tests used to assess quantitative correlations can significantly influence the likelihood of detecting positive correlations and the effect sizes.4. Overall, we recommend the following: (<i>i</i>) increase transparency in method descriptions and data availability. (<i>ii</i>) assess correlations using mixed-effect models that can account for data characteristics. (<i>iii</i>) avoid pre-processing quantitative eDNA data, especially when combined with sub-optimal statistical tests. Implementing these guidelines should enhance the accessibility and transparency of quantitative eDNA data, and ultimately their use for managers and policy makers.
DOI: 10.5281/zenodo.15276613
title: Data and code for: Determination of atomic hydrogen density and fluorescence decay time by 1D resolved, picosecond TALIF in the RAID linear device

description: The files in this Dataset correspond to experimental data obtained in the context of the project "Ultrafast active spectroscopy of atomic hydrogen in plasmas", carried out at EPFL in Lausanne, Switzerland, through SNSF Grant 200020_204983.

The results of these studies are published in L. Kadi, et al., Plasma Phys. Control. Fusion 66, 125007 (2024).

The accompanying Matlab scripts are the tools developed to analyze the data. For instructions on how to run them, please refer to README.md file.
DOI: 10.5281/zenodo.15276614
title: Data and code for: Determination of atomic hydrogen density and fluorescence decay time by 1D resolved, picosecond TALIF in the RAID linear device

description: The files in this Dataset correspond to experimental data obtained in the context of the project "Ultrafast active spectroscopy of atomic hydrogen in plasmas", carried out at EPFL in Lausanne, Switzerland, through SNSF Grant 200020_204983.

The results of these studies are published in L. Kadi, et al., Plasma Phys. Control. Fusion 66, 125007 (2024).

The accompanying Matlab scripts are the tools developed to analyze the data. For instructions on how to run them, please refer to README.md file.
DOI: 10.5281/zenodo.13313848
title: Independent Transitions to Fully Planktonic Life Cycles Shaped the Global Distribution of Medusozoans in the Epipelagic Zone

description: Datasets and code related to the article "Independent Transitions to Fully Planktonic Life Cycles Shaped the Global Distribution of Medusozoans in the Epipelagic Zone"

The file Boosten-Sant-et-al-2025_codes.zip contains three folders:

'data' – Input files used in the analyses.

'figure_codes' – Scripts used to generate the main figures, supplementary figures, and tables.

'otu_assignment_codes' – Scripts for OTU assignment, including pplacer analyses and 18S sequence alignment.
DOI: 10.5281/zenodo.7649103
title: Independent Transitions to Fully Planktonic Life Cycles Shaped the Global Distribution of Medusozoans in the Epipelagic Zone

description: Datasets and code related to the article "Independent Transitions to Fully Planktonic Life Cycles Shaped the Global Distribution of Medusozoans in the Epipelagic Zone"

The file Boosten-Sant-et-al-2025_codes.zip contains three folders:

'data' – Input files used in the analyses.

'figure_codes' – Scripts used to generate the main figures, supplementary figures, and tables.

'otu_assignment_codes' – Scripts for OTU assignment, including pplacer analyses and 18S sequence alignment.
DOI: 10.5281/zenodo.7649942
title: Loss of the benthic life stage in Medusozoa and colonization of the open ocean

description: Datasets and codes related to the paper "Loss of the benthic life stage in Medusozoa and colonization of the open ocean" figure_codes.tar.gz - data and codes used to generate the figures, supplementary figures and tables<br> otu_assignment_codes.tar.gz - data and codes used to perform the OTU assignment (including the pplacer analysis and the 18S sequence alignment)
DOI: 10.15468/dl.xxfkg7
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Antarctica",
 "TaxonKey is Agaricales"
 ]
}

 The dataset includes 225 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017922-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p93x8
title: Occurrence Download

description: A dataset containing 1492 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex gelidus Theobald, 1901)"
 ]
}

 The dataset includes 1492 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017924-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuewu9
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nigeria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Moringa oleifera Lam."
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017925-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrn5zk
title: Occurrence Download

description: A dataset containing 57852 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium Horti Botanici Pisani (PI), Sistema Museale di Ateneo, Università di Pisa"
 ]
}

 The dataset includes 57852 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017920-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm7dyf
title: Occurrence Download

description: A dataset containing 103636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippophae rhamnoides L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 103636 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017915-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftsrwf
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agaricales"
 ]
}

 The dataset includes 192 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017928-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z4jtz
title: Occurrence Download

description: A dataset containing 144213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fraxinus excelsior L."
 ]
}

 The dataset includes 144213 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017921-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14229937
title: Eclipse issue report dataset

description: An updated dataset about some key-projects of Eclipse such as: 




Project
Number of issues




Platform
122.497


JDT
63.266


CDT
23.371


BIRT
23.308


PDE
17.639


Equinox
14.559


Mylyn
13.906


TPTP
10.579


Papyrus
13.253




Contains the next attributes: Issue URL,ID,Alias,Classification,Component,Product,Version,Platform,Op sys,Status,Resolution,Depends on,Dupe of,Blocks,Groups,Flags,Severity,Priority,Deadline,Target Milestone,Creator,Creator Detail,Creation time,Assigned to,Assigned to detail,CC,CC detail,Is CC accessible,Is confirmed,Is open,Is creator accessible,Summary,Description,URL,Whiteboard,Keywords,See also,Last change time,QA contact,History/Activity Log,Comments,Attachments.
DOI: 10.15468/dl.d9s3nt
title: Occurrence Download

description: A dataset containing 6169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gambia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta gularis (Bosc, 1792)"
 ]
}

 The dataset includes 6169 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017930-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.