cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e200241
title: Data and Code for: Labor Market Inequality And The Changing Life Cycle Profile Of Male And Female Wages

description: The code in this replication package assembles the data needed and replicates the analysis of the paper “Labor Market Inequality and the Changing Life Cycle Profile of Male and Female Wages,” by Richard Blundell, Hugo Lopez, and James P. Ziliak. The first file is a Stata file 0_InstallPackages.do which installs a number of plug-in ADO files needed for successful execution (only run once). The second is also a Stata file 1_FullDataPrep.do which calls a number of Stata DO files to compile all the necessary data files and prepares the data for the analysis. The resulting Stata dataset, RunningData_withtaxsim.dta, is found in the replication file /ProcessedData/, and because Matlab relies on csv files, the resulting Matlab input files are at /ProcessedData/MatlabDataInputFiles/. The replicator should expect the code to run for about 3 hours. Then, the Matlab file a2_QuantileEstimation.m should be executed. The parameter estimates reported in the figures and tables come from a Windows desktop version that takes about 5 hours for each of four subsamples for each model specification. Due to the computational complexity of the bootstrap quantile with selection estimator, we made use of a computing cluster with a SLURM job scheduler. There are 8 Matlab bootstrap programs—four to produce standard errors in Tables 1-4 of the manuscript and four to produce standard errors for Supplemental Appendix Tables D1-D4. These boostrap computations were submitted in parallel (i.e. all at once as separate programs) and each took on average 6 days when running on 4 cores. Then the Stata file 3_Figures&Tables.do should be run to produce all 9 figures (30 in the appendix) and 4 tables (7 in the appendix).<br>
description: Prime-age men and women age 25-55. Smallest Geographic Unit: state level
DOI: 10.3886/e200241v1
title: Data and Code for: Labor Market Inequality And The Changing Life Cycle Profile Of Male And Female Wages

description: The code in this replication package assembles the data needed and replicates the analysis of the paper “Labor Market Inequality and the Changing Life Cycle Profile of Male and Female Wages,” by Richard Blundell, Hugo Lopez, and James P. Ziliak. The first file is a Stata file 0_InstallPackages.do which installs a number of plug-in ADO files needed for successful execution (only run once). The second is also a Stata file 1_FullDataPrep.do which calls a number of Stata DO files to compile all the necessary data files and prepares the data for the analysis. The resulting Stata dataset, RunningData_withtaxsim.dta, is found in the replication file /ProcessedData/, and because Matlab relies on csv files, the resulting Matlab input files are at /ProcessedData/MatlabDataInputFiles/. The replicator should expect the code to run for about 3 hours. Then, the Matlab file a2_QuantileEstimation.m should be executed. The parameter estimates reported in the figures and tables come from a Windows desktop version that takes about 5 hours for each of four subsamples for each model specification. Due to the computational complexity of the bootstrap quantile with selection estimator, we made use of a computing cluster with a SLURM job scheduler. There are 8 Matlab bootstrap programs—four to produce standard errors in Tables 1-4 of the manuscript and four to produce standard errors for Supplemental Appendix Tables D1-D4. These boostrap computations were submitted in parallel (i.e. all at once as separate programs) and each took on average 6 days when running on 4 cores. Then the Stata file 3_Figures&Tables.do should be run to produce all 9 figures (30 in the appendix) and 4 tables (7 in the appendix).<br>
description: Prime-age men and women age 25-55. Smallest Geographic Unit: state level
DOI: 10.3535/rts-4wq-5h0
title: Melanelixia glabra (Schaer.) O. Blanco, A. Crespo, Divakar, Essl., D. Hawksw. & Lumbsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gk5-0sd-qn2
title: Buellia molonglo U. Grube & Elix

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0jx-3nf-wp4
title: Buellia maungatuensis Elix & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xae-xdm-m19
title: Muellerella pygmaea (Körb.) D. Hawksw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l21-0l8-gmw
title: Cercidospora epipolytropa (Mudd) Arnold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/40y-7ff-crr
title: Melanohalea exasperatula (Nyl.) O. Blanco, A. Crespo, Divakar, Essl., D. Hawksw. & Lumbsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zpk-xs2-8mb
title: Physcia aipolia (Ehrh. ex Humb.) Fürnr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0l8-4kn-pd9
title: Buellia griseovirens (Turner & Borrer ex Sm.) Almb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m7y-57n-5lc
title: Lichenoconium erodens M.S. Christ. & D. Hawksw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mp2-p6b-2gj
title: Cercidospora epipolytropa (Mudd) Arnold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6xt-mj4-1x0
title: Phaeosporobolus usneae D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/90c-722-e90
title: Buellia maungatuensis Elix & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3wh-wa0-lnk
title: Phlyctis argena (Ach.) Flot.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ex5-pgx-n7m
title: Buellia papanui Elix & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x5x-901-x5d
title: Stigmidium mayrhoferi Er. Zimm. & F. Berger

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rhm-77b-mmd
title: Lobothallia radiosa (Hoffm.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/596-r2e-jh4
title: Phaeosporobolus usneae D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dl7-2zs-901
title: Phaeosporobolus usneae D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t4m-3zm-rfr
title: Phaeosporobolus usneae D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b07-np2-7d0
title: Parmelina quercina (Willd.) Hale

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bzm-a24-4fd
title: Lecanora intumescens (Rebent.) Rabenh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k5b-n0t-4g0
title: Lecidella elaeochroma (Ach.) M. Choisy

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/llc-rxr-dwg
title: Dibaeis sorediata Kalb & Gierl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j2n-gj0-e48
title: Muellerella pygmaea (Körb.) D. Hawksw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.azhncd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melochia pyramidata",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046356-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ugk8gs
title: Occurrence Download

description: A dataset containing 654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Paramiflos glandulosus"
 ]
}

 The dataset includes 654 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046355-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/g2d-wvj-12e
title: Phaeosporobolus usneae D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/93q-wcd-r9h
title: Lecanora pulicaris (Pers.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sye-c64-mz0
title: Fissurina insidiosa C. Knight & Mitt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vy6-ah1-ntx
title: Buellia porphyrilica Elix & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p1y-dew-qs5
title: Spilonema maritimum T. Sprib. & Fryday

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.cm4jyg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melochia pyramidata",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046357-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17087856
title: Eco‑ansia e sintomi depressivi nella popolazione vegana: revisione sistematica e meta‑analisi di sensibilità per livello di reddito nazionale

description: Obiettivi  Verificare se l’adesione a diete plant‑based sia associata a variazioni dei sintomi di ansia e depressione negli adulti, confrontando i risultati tra Paesi ad alto reddito (HIC) e medio‑basso reddito (LMIC) e individuando i possibili meccanismi biologici e psicosociali sottostanti.

Disegno  Revisione sistematica preregistrata (PROSPERO CRD420251120303) condotta secondo le linee guida PRISMA 2020.

Setting e partecipanti  Sono stati analizzati ventotto studi pubblicati tra il 2015 e il 2024: sei meta‑analisi (> 250 000 partecipanti), undici studi osservazionali (35 742 soggetti) e undici studi qualitativi (823 intervistati), riguardanti popolazioni adulte (≥ 18 anni) residenti in HIC e LMIC.

Principali misure di outcome  Livelli di ansia e depressione valutati con scale validate (PHQ‑9, GAD‑7, BDI‑II) o interviste cliniche; prevalenza o incidenza di sintomi ansioso‑depressivi; indicatori di rischio (odds ratio, hazard ratio, prevalence ratio) con intervalli di confidenza al 95 %.

Risultati  Nei Paesi ad alto reddito i punteggi di ansia e depressione risultano in genere sovrapponibili tra vegetariani/vegani e onnivori; le differenze emergono solo in sottogruppi vulnerabili (post‑parto, anziani multimorbidi). Nei LMIC la restrizione involontaria di alimenti animali si associa a carenze di vitamina B12 e ferro, insicurezza alimentare e aumento moderato dei sintomi depressivi (PR fino a 4,1). Un follow‑up triennale multicentrico (HR 1,20; IC 95 % 1,01–1,43) evidenzia che tale rischio si accumula nel tempo se i deficit nutrizionali persistono. Un trial clinico di supplementazione con vitamina B12 non ha modificato in modo significativo i punteggi depressivi. Le analisi qualitative indicano maggiore benessere soggettivo in chi adotta la dieta per motivazioni etiche, mentre scelte estetiche o costrizioni economiche si associano a maggiore distress.

Conclusione  L’effetto psicologico delle diete plant‑based dipende dall’adeguatezza nutrizionale e dal contesto socio‑economico: nei HIC, se ben bilanciate, risultano neutre o favorevoli; nei LMIC possono rappresentare un fattore di vulnerabilità. Sono necessari programmi di fortificazione e accesso a integratori nei LMIC e monitoraggi mirati dei micronutrienti nei gruppi a rischio nei HIC
DOI: 10.5281/zenodo.17087857
title: Eco‑ansia e sintomi depressivi nella popolazione vegana: revisione sistematica e meta‑analisi di sensibilità per livello di reddito nazionale

description: Obiettivi  Verificare se l’adesione a diete plant‑based sia associata a variazioni dei sintomi di ansia e depressione negli adulti, confrontando i risultati tra Paesi ad alto reddito (HIC) e medio‑basso reddito (LMIC) e individuando i possibili meccanismi biologici e psicosociali sottostanti.

Disegno  Revisione sistematica preregistrata (PROSPERO CRD420251120303) condotta secondo le linee guida PRISMA 2020.

Setting e partecipanti  Sono stati analizzati ventotto studi pubblicati tra il 2015 e il 2024: sei meta‑analisi (> 250 000 partecipanti), undici studi osservazionali (35 742 soggetti) e undici studi qualitativi (823 intervistati), riguardanti popolazioni adulte (≥ 18 anni) residenti in HIC e LMIC.

Principali misure di outcome  Livelli di ansia e depressione valutati con scale validate (PHQ‑9, GAD‑7, BDI‑II) o interviste cliniche; prevalenza o incidenza di sintomi ansioso‑depressivi; indicatori di rischio (odds ratio, hazard ratio, prevalence ratio) con intervalli di confidenza al 95 %.

Risultati  Nei Paesi ad alto reddito i punteggi di ansia e depressione risultano in genere sovrapponibili tra vegetariani/vegani e onnivori; le differenze emergono solo in sottogruppi vulnerabili (post‑parto, anziani multimorbidi). Nei LMIC la restrizione involontaria di alimenti animali si associa a carenze di vitamina B12 e ferro, insicurezza alimentare e aumento moderato dei sintomi depressivi (PR fino a 4,1). Un follow‑up triennale multicentrico (HR 1,20; IC 95 % 1,01–1,43) evidenzia che tale rischio si accumula nel tempo se i deficit nutrizionali persistono. Un trial clinico di supplementazione con vitamina B12 non ha modificato in modo significativo i punteggi depressivi. Le analisi qualitative indicano maggiore benessere soggettivo in chi adotta la dieta per motivazioni etiche, mentre scelte estetiche o costrizioni economiche si associano a maggiore distress.

Conclusione  L’effetto psicologico delle diete plant‑based dipende dall’adeguatezza nutrizionale e dal contesto socio‑economico: nei HIC, se ben bilanciate, risultano neutre o favorevoli; nei LMIC possono rappresentare un fattore di vulnerabilità. Sono necessari programmi di fortificazione e accesso a integratori nei LMIC e monitoraggi mirati dei micronutrienti nei gruppi a rischio nei HIC
DOI: 10.15468/dl.hk6ppq
title: Occurrence Download

description: A dataset containing 1317169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2016",
 "Year is less than or equal to 2016"
 ]
}

 The dataset includes 1317169 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046334-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ma0-y9z-c0x
title: Tuckneraria laureri (Kremp.) Randlane & A. Thell

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7910/dvn/vow0ax
title: Low Elevation Coastal Zone (LECZ) Urban-Rural Population Estimates, Global Rural-Urban Mapping Project (GRUMP), Alpha Version

description: The Low Elevation Coastal Zone (LECZ) Urban-Rural Population Estimates consists of country-level estimates of urban, rural and total population and land area country-wide and in the LECZ, if applicable. Additionally, the data set provides the number of urban extents, their population and land area that intersect the LECZ, by city-size population classifications of less than 100,000, 100,000 to 500,000, 500,000 to 1,000,000, 1,000,000 to 5,000,000, and more than 5,000,000. All estimates are based on GRUMP Alpha data products. The LECZ was generated using SRTM Digital Elevation Model data and includes all land area that is contiguous with the coast and 10 meters or less in elevation. All grids used for population, land area, urban mask, and LECZ were of 30 arc-second (~1 km ) resolution. This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN) in collaboration with the International Institute for Environment and Development (IIED).
description: To provide estimates of urban and rural populations and land areas in the low elevation coastal zone.
DOI: 10.34740/kaggle/dsv/13011134
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/yx9-0np-php
title: Melanohalea septentrionalis (Lynge) O. Blanco, A. Crespo, Divakar, Essl., D. Hawksw. & Lumbsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/ccdc.csd.cc2j1851
title: CCDC 2324912: Experimental Crystal Structure Determination

description: Related Article: Shagor Chowdhury, Saibal Jana, Sai. P. K. Panguluri, Wolfgang Wenzel, Svetlana Klayatskaya, Mario Ruben |2024|ChemSusChem|17|e202301903|doi:10.1002/cssc.202301903
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jkzx0
title: CCDC 2340993: Experimental Crystal Structure Determination

description: Related Article: Yusuke Ishigaki, Shin-ichi Mizuno, Takashi Harimoto, Takuya Shimajiri, Takanori Suzuki|2024|Chem.Asian J.|19|e202400316|doi:10.1002/asia.202400316
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jkzy1
title: CCDC 2340994: Experimental Crystal Structure Determination

description: Related Article: Yusuke Ishigaki, Shin-ichi Mizuno, Takashi Harimoto, Takuya Shimajiri, Takanori Suzuki|2024|Chem.Asian J.|19|e202400316|doi:10.1002/asia.202400316
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m3cw0
title: CCDC 2416322: Experimental Crystal Structure Determination

description: Related Article: Igor A. Zayakin, Alexander A. Korlyukov, Mikhail A. Syroeshkin, Evgeny M. Kadilenko, Nina P. Gritsan, Evgeny V. Tretyakov |2025|Chem. Sel.|10|e01554|doi:10.1002/slct.202501554
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.s99esu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Guyanancistrus megastictus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046358-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17088014
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909s Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909s Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17088015
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909s Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909s Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.vbqgbn
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 187 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046361-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks27yy
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046360-250827131500795/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/13011148
title: Antutu Benchmark
DOI: 10.15468/dl.hye7nr
title: Occurrence Download

description: A dataset containing 9052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9052 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046359-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdnxkg
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode macrocera"
 ]
}

 The dataset includes 156 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046363-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwaxx3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode kuhlii"
 ]
}

 The dataset includes 25 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046362-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.