cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jhuk5a
title: Occurrence Download

description: A dataset containing 1213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Betula pendula Roth",
 "Year 1901-2024"
 ]
}

 The dataset includes 1213 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004108-241007104925546/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.27194481
title: Supp 3: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S2. Whole-rock geochemical results for the granites from the Tugerming anticline.
DOI: 10.6084/m9.figshare.27194481.v1
title: Supp 3: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S2. Whole-rock geochemical results for the granites from the Tugerming anticline.
DOI: 10.6084/m9.figshare.27194484.v1
title: Supp 2: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S1. Zircon U—Pb ages for the quartz schists and granites from the Tugerming anticline, and zircon trace element abundances for the granites from the Tugerming anticline..
DOI: 10.6084/m9.figshare.27194484
title: Supp 2: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S1. Zircon U—Pb ages for the quartz schists and granites from the Tugerming anticline, and zircon trace element abundances for the granites from the Tugerming anticline..
DOI: 10.15468/dl.ag3656
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterixalus luteostriatus (Andersson, 1910)"
 ]
}

 The dataset includes 62 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004111-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9585051
title: World Stock Prices ( Daily Updating )
DOI: 10.5281/zenodo.8169327
title: SI2: How circular is an extractive economy? South Africa's export orientation results in low circularity and insufficient societal stocks for service-provisioning

description: Supporting information SI2 for the manuscript under review: How circular is an extractive economy? South Africa’s export orientation results in low circularity and insufficient societal stocks for service-provisioning It provides the data used and the basic mass balanced calculation for a circularity assessment.
DOI: 10.5281/zenodo.13907514
title: Supplementary Material for "A comparative high-resolution spectroscopic analysis of in situ and accreted globular clusters"

description: This is a file containing supplementary material for the paper A comparative high-resolution spectroscopic analysis of in situ and accreted globular clusters. For each star in target globular clusters, it lists crucial information on the linelist analyzed. In particular:



Star ID.

Chemical element.

Wavelength.

log gf

Excitation potential.

Measured equivalent width with uncertaintiy.
DOI: 10.5281/zenodo.13907515
title: Supplementary Material for "A comparative high-resolution spectroscopic analysis of in situ and accreted globular clusters"

description: This is a file containing supplementary material for the paper A comparative high-resolution spectroscopic analysis of in situ and accreted globular clusters. For each star in target globular clusters, it lists crucial information on the linelist analyzed. In particular:



Star ID.

Chemical element.

Wavelength.

log gf

Excitation potential.

Measured equivalent width with uncertaintiy.
DOI: 10.6084/m9.figshare.27194493
title: Supp 3: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S2. Whole-rock geochemical results for the granites from the Tugerming anticline.
DOI: 10.6084/m9.figshare.27194493.v1
title: Supp 3: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S2. Whole-rock geochemical results for the granites from the Tugerming anticline.
DOI: 10.6084/m9.figshare.27194496
title: Supp 2: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S1. Zircon U–Pb ages for the quartz schists and granites from the Tugerming anticline, and zircon trace element abundances for the granites from the Tugerming anticline..
DOI: 10.6084/m9.figshare.27194496.v1
title: Supp 2: Multiple episodes of Late Neoproterozoic rifting in the Tarim Craton during its separation from the Supercontinent Rodinia

description: Supplementary Table S1. Zircon U–Pb ages for the quartz schists and granites from the Tugerming anticline, and zircon trace element abundances for the granites from the Tugerming anticline..
DOI: 10.15468/dl.b38cqb
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CERMES Barbados Lionfish Sightings 2012"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004112-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stgjk6
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterixalus madagascariensis (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 336 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004114-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.26798944
title: How participants perceived their sense of professional competence when working with suicidal patients

description: The findings were derived from in-depth interviews with ten early career psychologists from South Africa and interpreted using an Interpretative Phenomenological Analysis method. The findings are organised into four main themes, each with respective subthemes, providing a comprehensive overview of the participants' experiences and reflections when working with the suicidal population, particularly concerning how this influenced their sense of professional competence.
DOI: 10.25403/upresearchdata.26798944.v1
title: How participants perceived their sense of professional competence when working with suicidal patients

description: The findings were derived from in-depth interviews with ten early career psychologists from South Africa and interpreted using an Interpretative Phenomenological Analysis method. The findings are organised into four main themes, each with respective subthemes, providing a comprehensive overview of the participants' experiences and reflections when working with the suicidal population, particularly concerning how this influenced their sense of professional competence.
DOI: 10.15468/dl.yddrdk
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Oenanthe familiaris (Wilkes, 1817)"
 ]
}

 The dataset includes 881 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332381-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj8n4m
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.75962 5.33535,-74.71749 1.51909,-72.61628 -0.12902,-70.47248 -1.63424,-69.77759 -2.79862,-70.35221 -3.31718,-70.4365 -3.59576,-70.8603 -4.37271,-73.36418 -6.72967,-73.11986 -8.99841,-72.28217 -11.30206,-71.6539 -12.69821,-70.39736 -13.4661,-68.8965 -14.4085,-68.8965 -16.64234,-67.11641 -17.68945,-64.74295 -15.97917,-54.34163 -15.3858,-51.58424 -13.08215,-49.52492 -8.96351,-44.79873 -1.638,-46.43921 0.63075,-48.74286 2.51555,-51.15122 5.62199,-54.22275 7.01814,-58.3763 8.23977,-60.88937 9.04255,-62.14591 9.21707,-63.26283 10.12457,-66.40416 10.89245,-68.98704 10.47361,-71.63095 8.49287,-73.27143 6.04961,-73.75962 5.33535))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bertholletia Bonpl."
 ]
}

 The dataset includes 672 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004115-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tm5qbj
title: Occurrence Download

description: A dataset containing 1314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psidium cattleianum Afzel. ex Sabine"
 ]
}

 The dataset includes 1314 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004116-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr66m2
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterixalus punctatus Glaw & Vences, 1994"
 ]
}

 The dataset includes 80 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004117-241007104925546/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.27194502
title: Danceinteg

description: Dance and integration data set.
DOI: 10.6084/m9.figshare.27194502.v1
title: Danceinteg

description: Dance and integration data set.
DOI: 10.15468/dl.kcakjh
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterixalus rutenbergi (Boettger, 1881)"
 ]
}

 The dataset includes 62 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004120-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwsbra
title: Occurrence Download

description: A dataset containing 31748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rudbeckia laciniata L."
 ]
}

 The dataset includes 31748 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004119-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10058761
title: Reproduction package for the paper "Two waves of massive stars running away from the young cluster R136"

description: Reproduction package for the paper "Two waves of massive stars running away from the young cluster R136".



This reproduction package aims for open science, with the internal API designation of 'Gold'

Authors: M. Stoop, A. de Koter, L. Kaper, S. Brands, S. Portegies Zwart, H. Sana, F. Stoppa, M. Gieles, L. Mahy, T. Shenar, D. Guo, G. Nelemans, S. Rieder

Paper DOI: https://doi.org/10.1038/s41586-024-08013-8

Zenodo DOI: http://doi.org/10.5281/zenodo.10058762

Published in Nature (date of publication: 2024/10/09)


Hardware



Tested on a MacBook Pro (13-inch, 2020, Four Thunderbolt 3 ports)

Processor: 2 GHz Quad-Core Intel Core i5

Memory: 32 GB 3733 MHz LPDDR4X

Graphics: Intel Iris Plus Graphics 1536 MB


Required non-standard hardware



None


Software dependencies



Jupyterlab (4.0.8)

Notebook (7.0.6)

Programming languages used: Python (3.11.7)

Python packages used: numpy (1.25.2), pandas (2.1.4), matplotlib (3.8.0), os (comes with Python) scipy (1.11.4), gaiadr3-zeropoint (0.0.4) https://gitlab.com/icc-ub/public/gaiadr3_zeropoint), astroquery (0.4.6), pymc (5.6.1), corner (2.2.2), arviz (0.16.0), pytensor (2.12.3), lmfit (1.2.2), powerlaw (1.5), rpy2 (3.5.16), seaborn (0.12.2), consistencytest (0.0.2)


Instructions



The Anaconda conda environment is given should this be needed

All Jupyter Notebooks are ready-made to produce the raw data, intermediate and end data products

Gaia raw data is downloaded in the Jupyter Notebook "R136_runaway_candidates.ipynb"

Data from the literature is given in the subdirectory /tables/ or /input_files/

Input images and files are given in the subdirectory /input_files/

Intermediate and end data products are given in /output_files/

Figures in the paper are produced in the Jupyter Notebooks in the subdirectory /figures/ and stored in the subdirectory /figures/figures_paper/


Expected Output



Jupyter Notebooks can be executed by "Run" -> "Run All Cells"

The Jupyter Notebook show the expected output in their respective cell

Expected runtime are given at the top of each Jupyter Notebook

The Jupyter Notebook which takes the longest "R136_runaway_search.ipynb" takes 7-8 hours for the entire dataset

A small dataset has been given in this Jupyter Notebook as a proof-of-concept


Instructions for use



Jupyter Notebooks can be executed by "Run" -> "Run All Cells"


Figures



Figures can be reproduced from the /figures/ folder.

All material and data used are available either in the Raw Data or in the Intermediate Data

The figures shown in the paper will be saved in ./figures/figures_paper/ folder.
DOI: 10.15468/dl.8sa4dd
title: Occurrence Download

description: A dataset containing 8700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Corylus avellana L.",
 "Year 1901-2024"
 ]
}

 The dataset includes 8700 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004121-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qggb3b
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron forreri (Greene) Greene"
 ]
}

 The dataset includes 83 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200117-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzvt5q
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Coffea arabica L."
 ]
}

 The dataset includes 98 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013183-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-109923
title: Mattress spring suit, 1955

description: 2 images. Mattress spring suit, 9 November 1955. Mrs. Virginia Maecherlein (spring on mattress popped up and hit her -- sueing [sic]mattress company); Fred Maecherlein (husband). ; Caption slip reads: "Photographer: Brunk. Date: 1955-11-09. Reporter: Pony. Assignment: Mattress spring suit. 37/38, L to R: Mrs. Virginia Maecherlein & her husband, Fred. Mrs. Virginia Maecherlein & husband Fred. She was the mistress on a mattress who had a spring pop up and smack her on the can -- results, a fibrous growth."
DOI: 10.25549/examiner-c44-4159
title: Greek God Friday, 1951

description: 4 images. Greek God Friday, April 27, 1951. Victoria Latsis; Father Anthony Kosturos; Fay Lakes; Irene Photoglou; Katherine Latsis.
DOI: 10.15468/dl.s2xm73
title: Occurrence Download

description: A dataset containing 49046 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Limnodynastes dumerilii Peters, 1863"
 ]
}

 The dataset includes 49046 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026310-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukdijp
title: Occurrence Download

description: A dataset containing 3446218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3446218 records from 715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044569-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u4m3j
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron gracilis Rydb."
 ]
}

 The dataset includes 135 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200157-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-5241
title: Baby grieves over missing puppy, 1951

description: 6 images. Baby grieves over missing puppy, May 1, 1951. Joyce Godfrey (copy) 9 months old; dog "Trisky" -- 5 months old cocker; Mrs. Andy G. Godfrey -- 32 years.
DOI: 10.15468/dl.r6huks
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cophyla tuberifera (Methuen, 1920)"
 ]
}

 The dataset includes 140 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026335-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22utwr
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Commelina petersii Hassk."
 ]
}

 The dataset includes 128 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008243-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dog2lv
title: Occurrence Download

description: A dataset containing 19083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lantana camara L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19083 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044572-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-3650
title: Red Skelton and wife, 1951

description: 7 images. Red Skelton and wife, April 04, 1951. On set at MGM and at home with clown paintings.; More descriptive information with originals.
DOI: 10.15468/dl.vwk5n4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Anilany helenae (Vallan, 2000)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026313-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.luldxo
title: Occurrence Download

description: A dataset containing 45688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia Schreb."
 ]
}

 The dataset includes 45688 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044575-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjmd4q
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 195577724, Fagaceae, 185467380, Fagaceae, Fagaceae, Fagaceae, 135230133, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 209064804, 209032664, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 198972220, Fagaceae, Fagaceae, 204989048, 131817397, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 204364955, Fagaceae, Fagaceae, 201308717, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 205327113, 209452908, 209480820, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 204902215, 183724722, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 199498721, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, Fagaceae, 167780011, Fagaceae, Fagaceae, Fagaceae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((114.85 39.15,117.85 39.15,117.85 41.15,114.85 41.15,114.85 39.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 542 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200106-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-3965
title: Contino home, 1951

description: 4 images. Contino home, April 17, 1951. Exterior of the Dick Contino home -- all shutters closed; Contino's maroon Buick convertable in driveway.