cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17600238
title: Supplementary Data for: "A Parallax Distribution-Based Gaussian Mixture Model for Membership Determination in Open Clusters of the Solar Neighborhood"

description: This dataset contains the supplementary tables for the paper titled "A Parallax Distribution-Based Gaussian Mixture Model for Membership Determination in Open Clusters of the Solar Neighborhood."

The data includes detailed astrometric and physical parameter comparisons for the control clusters (NGC 2360, Alessi 1, NGC 2099, NGC 752) and the OCSN clusters (OCSN 13, 22, 37, 56) analyzed in the main paper. Additionally, this dataset includes the full parameters for the new cluster candidates identified in the study (e.g., OCSN 56A, 56B, etc.).

This data corresponds to Tables S1 through S7 in the paper's supplementary material.
DOI: 10.15468/dl.pakdsq
title: Occurrence Download

description: A dataset containing 902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxodonta africana"
 ]
}

 The dataset includes 902 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030851-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c8xdv
title: Occurrence Download

description: A dataset containing 2361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((135.17689 12.23078,178.41481 69.2808,139.38058 69.88133,133.53506 48.62841,132.92894 45.39576,130.40342 44.99167,130.35292 40.49626,128.57491 42.19008,124.30913 39.60997,117.1943 44.77665,78.36926 29.40202,97.04265 7.81969,108.37195 20.9424,113.24545 17.08689,135.17689 12.23078))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solidago decurrens"
 ]
}

 The dataset includes 2361 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030852-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3quzv2
title: Occurrence Download

description: A dataset containing 20919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Quercus robur"
 ]
}

 The dataset includes 20919 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030849-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17598678
title: Global Wetland Area from 1985 to 2020
DOI: 10.5281/zenodo.17598679
title: Global Wetland Area from 1985 to 2020
DOI: 10.60893/figshare.pof.30467318
title: Supplementary Materials

description: the initial droplet size distribution data for cloud droplets used in all simulations, as well as the implementation code for the acoustic agglomeration kernel functions
DOI: 10.7910/dvn/fnllmf
title: Replication Data for: Incessant versus Recurrent Refractory Ventricular Fibrillation: Classification and Prognosis in Out-of-Hospital Cardiac Arrest

description: This data was used to complete anlysis comparing varying definitions of recurrent vs. incessant refractory ventricular fibrillation. The analysis was done on a shock-specific level and at the the patient level for two definitions of refractory ventricular fibrillation (3+ shocks and 4+ shocks).
DOI: 10.60893/figshare.pof.30467318.v1
title: Supplementary Materials

description: the initial droplet size distribution data for cloud droplets used in all simulations, as well as the implementation code for the acoustic agglomeration kernel functions
DOI: 10.15468/dl.ukk4yt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Observation.org, Nature data from around the World, Zoologische Staatssammlung Muenchen - International Barcode of Life (iBOL) - Barcode of Life Project Specimen Data, The reptiles and amphibians collection (RA) of the Muséum national d'Histoire Naturelle (MNHN - Paris), Données issues des cartes validées dans le cadre de l'Atlas de la Biodiversité Départementale et des Secteurs Marins, Museo Nacional de Ciencias Naturales, Madrid: MNCN_Herpeto, INSDC Sequences)",
 "TaxonKey is Salamandra atra atra"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030854-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr9x2j
title: Occurrence Download

description: A dataset containing 1137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Locality is one of (Belo Horizonte, BELO HORIZONTE - Serra do Curral., BELO HORIZONTE SERRA do curral., BELO HORIZONTE, ACABA MUNDO., BELO HORIZONTE, ROAD BR -31, 55 KM E. CUT-OVER WOO, BELO HORIZONTE,CA 40KM E OF,NEAR BR-31;SERRA DA PI, BELO HORIZONTE., Belo Horizonte (MG) - Parque Burle Marx, Belo Horizonte (MG) - Parque Municipal Aggeo Pio S, Belo Horizonte (MG) - Parque Municipal Roberto Bur, Belo Horizonte (MG) - Parque Serra do Curral, Belo Horizonte (MG) - Sede da ARN (Regional Norte , Belo Horizonte (Minas Gerais), cult., Belo Horizonte - Bairro Serra, Belo Horizonte - Barreiro., Belo Horizonte - Campus ICB, Belo Horizonte - Casa da Gleice, Belo Horizonte - Centro, Belo Horizonte - Estação Experimental., Belo Horizonte - Jardim Botanico., Belo Horizonte - MG)",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1137 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030853-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33re6r
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Salamandra atra aurorae"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030856-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ysfre
title: Occurrence Download

description: A dataset containing 2310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Scardia boletella",
 "Year 2013-2022"
 ]
}

 The dataset includes 2310 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030857-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grbthw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Salamandra atra pasubiensis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030859-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebwfx7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Classic localities of endemic amphibians, reptiles and mammals from the Western Balkans, ZFMK Herpetology collection)",
 "TaxonKey is Salamandra atra prenjensis"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030858-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1136997
title: Data from an Analytical Buildings Record (Level 3) at Printer's Devil Pub, Broad Plain, Bristol, December 2023

description: This collection includes site photographs and a 3D model from a historic building recording commissioned by Avison Young and carried out by Cotswold Archaeology at the Printer's Devil Pub (Broad Plain, Bristol) in November 2023. The recording is required to preserve the building by record prior to the demolition and rebuilding of the roof structure which is presently in an advanced state of dilapidation and close to collapse.
DOI: 10.34740/kaggle/dsv/13719306
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.s8dnt2
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus",
 "Year 2025-2025"
 ]
}

 The dataset includes 625 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030861-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600196
title: Test data for running snakePipes : ATAC-seq workflow

description: Test files for running snakePipes workflows


snakePipes are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.


This folder contains test files that can be used to run the ATAC-seq workflow under snakePipes. To test the workflow, follow the following steps : 



	
Download or prepare genome fasta, indices and annotations for fruit fly (dm6) genome.
	
Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	
Update Genome configuration file with path to indices and annotations.
	
Move to this repository and run the example command.sh
DOI: 10.5281/zenodo.3707665
title: Test data for running snakePipes : ATAC-seq workflow

description: Test files for running snakePipes workflows


snakePipes are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.


This folder contains test files that can be used to run the ATAC-seq workflow under snakePipes. To test the workflow, follow the following steps : 



	
Download or prepare genome fasta, indices and annotations for fruit fly (dm6) genome.
	
Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	
Update Genome configuration file with path to indices and annotations.
	
Move to this repository and run the example command.sh
DOI: 10.15470/svos5t
title: Waterbird census in Spain

description: Censos de aves acu?ticas invernantes en los humedales de Espa?a desde 1965.
Winter waterbird census in all wetlands of Spain since 1965.

SEO/BirdLife ha trabajado en una nueva aplicaci?n que funciona v?a internet, ampliando el n?mero de consultas (nuevas tablas, gr?ficas, mapas, etc.), creando m?dulos de introducci?n de datos, petici?n de consultas, env?o de noticias, etc. www.acuaticas.org.
La aplicaci?n on line que permite la consulta de cerca de 30.000 censos de m?s de 1.600 humedales realizados entre 1965 y 2012.
DOI: 10.15468/dl.n2zzdb
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthanectes hystrix"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030862-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600442
title: BSF Data
DOI: 10.5281/zenodo.17600441
title: BSF Data
DOI: 10.17605/osf.io/g29pd
title: Glimpse Prediction Networks — data and code

description: This repository contains pre-trained GPNs/GSNs, their activations, RDMs, and other such measures relevant to the analysis presented in the paper.

These data are essential companions to the analysis scripts provided at https://github.com/KietzmannLab/GPN (wherein instructions are provided on how to use these data).
DOI: 10.15468/dl.u7kdru
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus lituratus",
 "Year 2010-2025"
 ]
}

 The dataset includes 105 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030865-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be3gsk
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocomia aculeata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)",
 "EstablishmentMeans is one of (native)"
 ]
}

 The dataset includes 111 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030867-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sd8xk
title: Occurrence Download

description: A dataset containing 143744 species occurrences available in GBIF matching the query:
{
 "CollectionCode" : [
 "is BC"
 ]
}

 The dataset includes 143744 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030819-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600555
title: D-PLACE dataset derived from Robert L. Carneiro's Dataset (6th edition)

description: Cite the D-PLACE dataset as

DOI
DOI: 10.5281/zenodo.17600448
title: THE AARAVIN ASYMMETRON: A PRINCIPLE OF ASYMMETRY AND A CLASS OF CYCLIC RADICAL INEQUALITIES
DOI: 10.5281/zenodo.17600447
title: THE AARAVIN ASYMMETRON: A PRINCIPLE OF ASYMMETRY AND A CLASS OF CYCLIC RADICAL INEQUALITIES
DOI: 10.15468/dl.7y6tkw
title: Occurrence Download

description: A dataset containing 127386638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127386638 records from 8984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030829-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15473117
title: Datasets and scripts: Trump, Catastrophe, and the Millennium: A Data-driven Study of Eschatological Discourses Surrounding Trump on 4chan's /pol/ Board
DOI: 10.5281/zenodo.15473118
title: Datasets and scripts: Trump, Catastrophe, and the Millennium: A Data-driven Study of Eschatological Discourses Surrounding Trump on 4chan's /pol/ Board
DOI: 10.5281/zenodo.15473174
title: leontodon_filii_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15473175
title: leontodon_filii_zanfona_1.fasta.gz
DOI: 10.15468/dl.425pfx
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cladonia rangiferina (L.) Weber ex F.H.Wigg.",
 "Country is Norway"
 ]
}

 The dataset includes 4823 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyzj3g
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosopis nuda Schinini"
 ]
}

 The dataset includes 18 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007158-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231597
title: Replication data for: Do Human Capital Decisions Respond to the Returns to Education? Evidence from DACA

description: This paper studies human capital responses to the availability of the Deferred Action for Childhood Arrivals (DACA) program, which provides temporary work authorization and deferral from deportation for undocumented, high-school-educated youth. We use a sample of young adults that migrated to the United States as children to implement a difference-in-difference design that compares noncitizen immigrants ("eligible") to citizen immigrants ("ineligible") over time. We find that DACA significantly increased high school attendance and high school graduation rates, reducing the citizen-noncitizen gap in graduation by 40 percent. We also find positive, though imprecise, impacts on college attendance.
DOI: 10.3886/e231597v1
title: Replication data for: Do Human Capital Decisions Respond to the Returns to Education? Evidence from DACA

description: This paper studies human capital responses to the availability of the Deferred Action for Childhood Arrivals (DACA) program, which provides temporary work authorization and deferral from deportation for undocumented, high-school-educated youth. We use a sample of young adults that migrated to the United States as children to implement a difference-in-difference design that compares noncitizen immigrants ("eligible") to citizen immigrants ("ineligible") over time. We find that DACA significantly increased high school attendance and high school graduation rates, reducing the citizen-noncitizen gap in graduation by 40 percent. We also find positive, though imprecise, impacts on college attendance.
DOI: 10.15468/dl.twq9s4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleione baoshanensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049318-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18334492
title: JCM v1.0 Supplementary Data

description: JCM output data and modified speedy.f90 code used to generate model validation figures in the JCM v1.0 model description paper.
DOI: 10.5281/zenodo.18334906
title: JCM v1.0 Supplementary Data

description: JCM output data and modified speedy.f90 code used to generate model validation figures in the JCM v1.0 model description paper.
DOI: 10.15468/dl.8e8vt7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((9.74517 32.90582,100.25483 32.90582,100.25483 69.09418,9.74517 69.09418,9.74517 32.90582))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crambe tatarica"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004684-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ls/payftr
title: Bulk mRNAseq of early T cell activation

description: mRNA sequencing dataset of early T cell activation. In short, in vitro cultured T cells were activated using anti-CD3 and anti-CD28 antibodies. Cells were harvested at 0, 2, 4, 6, and 24 hours post-activation, pelleted, and snap-frozen. Pellets were used for mRNA sequencing.
description: Peripheral blood mononuclear cells (PBMCs) from anonymized healthy donors were used in accordance with the Declaration of Helsinki (Seventh Revision, 2013) after written informed consent (Sanquin). PBMCs were isolated through Lymphoprep density gradient separation (Stemcell Technologies). For proteomic and RNA-seq, PMBCs were matched pools from 40 donors. For flow cytometry analysis, PBMCs were pooled from 5 donors. Cells were used after cryopreservation. T cells were activated in 24-well plates were pre-coated overnight at 4°C with 2 µg/mL rat a-mouse IgG2a (MW1483, Sanquin) in phosphate-buffered saline (PBS). Plates were washed with PBS and coated for &gt;3 h with 1 µg/mL αCD3 (HIT3a, Biolegend) at 37°C. 1.3x106 PBMCs/well were seeded with 1 µg/mL soluble αCD28 (CD28.2, Biolegend) in 1 mL culture medium (Iscove's Modified Dubecco's Medium, IMDM) supplemented with 10% fetal bovine serum (FBS), 100 U/mL penicillin, 100 µg/mL streptomycin, and 2 mM L-glutamine. After 48h of activation at 37°C, 5% CO2, cells were harvested and cultured in standing T25/T75 tissue culture flasks (Thermo Scientific) at a density of 0.8x106/mL in culture medium supplemented with 100 IU/mL recombinant human (rh)IL2 (Protech) and 10 ng/mL rhIL-15 (Protech). Medium was refreshed every 2-3 days. <br>
T cells were then restimulated using 1 μg/ml soluble α-CD3 (Pelicluster CD3, Sanquin) and 1 μg/mL soluble α-CD28 added to the culture media for the indicated durations. In the case of mTOR inhibition, 250nM Torin-1 (reconstituted in DMSO) was added during stimulation. In all cases, DMSO controls were included.

During RNA isolation and library preparation, ribosomal RNA (rRNA) was depleted. Approximately 30 x106 reads were obtained per sample. Sequencing adaptors trimming and low-quality read removal was performed using fastp [ref] (default settings. As rRNA depletion is not absolute, obtained reads were first mapped to a custom rRNA library (deposited to Zenodo) using STAR [ref]. Unmapped reads were subsequently aligned to the GRCh38 primary assembly using the gencode.v47 basic annotation (both files downloaded from https://www.gencodegenes.org/human). Aligned reads were subsequently quantified using htseq-count. Differential gene-expression analysis between indicated samples was performed using the R package limma.
DOI: 10.5281/zenodo.17238023
title: Features prostatex
DOI: 10.5281/zenodo.17238024
title: Features prostatex
DOI: 10.5281/zenodo.18277969
title: Why Do You Contribute to Stack Overflow? Insights for Sustaining Knowledge Ecosystems in the Age of LLMs – Replication Package

description: This dataset supports the study “Why Do You Contribute to Stack Overflow? Understanding Cross-Cultural Motivations and Usage Patterns before the Age of LLMs”. It explores why software practitioners contribute to Stack Overflow, comparing motivations across the United States, China, and Russia. Using a mixed-methods approach, we analysed 600 “About Me” profiles and linguistic data from 268,215 contributors. Seventeen motivational categories were identified, including advertising, altruism, and learning. Results show cultural differences: American users favour self-promotion, Chinese users emphasise learning, and Russian users display mixed tendencies. Correlation analysis revealed that detailed self-profiles align with advertising and social engagement, while learning-oriented users provide minimal self-presentation. The dataset offers a replication package for further study of cultural variation in knowledge-sharing communities.