cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17571763
title: Tara Mission Microplastics rDNA 18S V9 ASV table (DADA2)

description: Description

This repository contains the rDNA 18S V9 ASV table (DADA2) for Tara Mission Microplastics built with nf-core/ampliseq.

Files

tara-plastic_18s-v9_ampliseq_report.html: nf-core/ampliseq report detailing each bioinformatic step.

tara-plastic_18s-v9_context.tsv.gz: Contextual data table with 25 tab separated fields. For each sample, information such as the sampling protocol, temperature and nutrients concentration can be found.

tara-plastic_18s-v9_dada2_phyloseq.rds: ASV table in phyloseq format, see below for more details about the ASV table.

tara-plastic_18s-v9_dada2_table.tsv.gz: ASV table with 269 tab separated fields. ASV are identified by the md5 (asv_id) of their sequence, and were taxonomically assigned (domain to species) with dada2's assignTaxonomy() using PR2 5.0.0. The per sample read numbers for each ASV (n=82,612) are indicated in the columns from I_LOIRE_S03_S325-T_PA to G_TIBRE_S01_CG_POM). Each sample name is composed as followed {RIVER_CODE}_{RIVER_NAME}_{STATION_NUMBER}_{PROTOCOL}_{SAMPLE_TYPE}.

ASV table assembly

The ASV table has been assembled with nf-core/ampliseq version 2.7.1. More details can be found in the ampliseq report (tara-plastic_18s-v9_ampliseq_report.html) and all the scripts are gathered in this gitlab repository
DOI: 10.5281/zenodo.18019344
title: Dataset: Responses of teachers and children to questions regarding their anatomy diagram production

description: Dataset:



García Fernández, B., & Ruiz-Gallardo, J. R. (2023). Diagram production in Biology: comparing children and pre-service teachers’ performance. Journal of Biological Education, 57(4), 766–790. https://doi.org/10.1080/00219266.2021.1979625
DOI: 10.5281/zenodo.18019345
title: Dataset: Responses of teachers and children to questions regarding their anatomy diagram production

description: Dataset:



García Fernández, B., & Ruiz-Gallardo, J. R. (2023). Diagram production in Biology: comparing children and pre-service teachers’ performance. Journal of Biological Education, 57(4), 766–790. https://doi.org/10.1080/00219266.2021.1979625
DOI: 10.15468/dl.qshn8f
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrachoseps altasierrae"
 ]
}

 The dataset includes 272 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063062-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28053
title: Chandra X-ray Observatory ObsId 28053

description: Rapid Observations of Short-Duration Gamma-Ray Bursts: Accurate Positions Hold the Key to the Progenitor Population
DOI: 10.25574/28057
title: Chandra X-ray Observatory ObsId 28057

description: X-ray follow-up of eROSITA selected isolated neutron star candidates
DOI: 10.34894/btvgsq
title: Regional Occupational Structure of Interwar England and Wales

description: The dataset contains regional data on the occupational structure in England and Wales during the interwar years. Please cite as: Robin C. M. Philips, Matteo Calabrese, Robert Keenan & Bas van Leeuwen (2022). The regional occupational structure in interwar England and Wales, Historical Methods: A Journal of Quantitative and Interdisciplinary History.
DOI: 10.34894/zn5kzi
title: Occupational Structure of England and Wales: 1939 National Register

description: The dataset contains regional data on the occupational structure in England and Wales, using the 1939 National Register. Please cite as: Matteo Calabrese, Robin C. M. Philips, Robert Keenan & Bas van Leeuwen (2022). The Occupational Structure of England and Wales: The 1939 National Register, Research Data Journal for the Humanities and Social Sciences
DOI: 10.34894/ufi6jg
title: Provincial Human and Physical Capital Formation in China (1920 – 2009)

description: This dataset contain, by province, data on human capital, physical capital, population and GDP for China. Please cit as: Van Leeuwen, B., Van Leeuwen-Li, J. and Foldvari, P. (2017). Human Capital in Republican and New China: regional and long-term trends. Economic History of Developing Regions, 32 (1), 1 - 36.
DOI: 10.34894/qa6dns
title: Microdata on stature, ethnicity, occupation, religion, migration in Indonesia (1890-2000)

description: Microdata on Indonesia by, inter alia, region, age, education, occupation, religion.
Please cite: 
*Bas van Leeuwen and Peter Foldvari, "Economic Mobility in a Colonial and Postcolonial Economy: Indonesia," Journal of Interdisciplinary History, Vol. 47 (2), pp. 171-191.
*Péter Földvári, József Gáll, Daan Marks, and Bas van Leeuwen, 'Indonesia’s regional welfare development, 1900-1990: new anthropometric evidence ,' Economics & Human Biology , Vol. 11 (1) 2013, pp. 78-89.
DOI: 10.34894/24buuc
title: Average years of education and cost based human capital per capita in former Soviet Union areas (1920 – 2010)

description: Average years of education, cost based human capital per capita, income based human capital, books per capita, and literacy in former Soviet Union areas (1920 – 2010).
Please cite as:
*Didenko, D., van Leeuwen, B. & Foldvari, P. (2013). The spread of human capital in the former Sovjet Union areas in a comparative perspective:Exploring a new dataset. Journal of Eurasian Studies, 4 (2), pp. 123-135. 
* Van Leeuwen, B., Didenko, D., & Foldvari, P. (2015). Inspiration vs. Perspiration in Economic Development of the Former Soviet Union and China (ca. 1920–2010). economics of transition, 23(1), 213-246.
DOI: 10.34894/vjz5z9
title: Monthly prices of various commodities in Babylon, -582BC to -61BC

description: Monthly prices of various commodities in Babylon, -582BC to -61BC. Please cite as: Van der Spek, R.J., Van Leeuwen, B. & Van Zanden, J. L. (2014). Markets from Ancient Babylonia to the Modern World - An Introduction. In: R.J. Van der Spek, B. Van Leeuwen & J. L. Van Zanden (eds.). A History of Market Performance - From Ancient Babylonia to the Modern World. Abingdon, Routledge, 1 - 16.
DOI: 10.34894/lixcs4
title: Revenues and Expenditure of the Chinese Silver Treasury (1667 - 1899)

description: Revenues and Expenditure of the Chinese Silver Treasury (1667 - 1899). Please cite as: Zhihong, S. (2016). Central Government Silver Treasury: Revenue, Expenditure and Inventory Statistics, ca. 1667-1899. Leiden, Brill Pubishers.
DOI: 10.34894/vxoa01
title: Decadal estimates of human capital at replacement cost: a panel dataset for 1970-1995

description: Decadal estimates of human capital at replacement cost: a panel dataset 1970-1995. Please cite as: Van Leeuwen, B. and Foldvari, P. (2008). How much human capital does Eastern Europe have? Measurement methods and results. Post-Communist Economies, 20 (2), 189 - 201.
DOI: 10.15468/dl.cfewan
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boea hygrometrica"
 ]
}

 The dataset includes 579 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/zigynm
title: Ginis based on educational attainment for 138 countries, 1960-1999

description: Ginis based on educational attainment for 138 countries, 1960-1999. Please cite as: Van Leeuwen, B. and Foldvari, P. (2011). Should less inequality in education lead to a more equal income distribution? Education Economics, 19 (5), 537 - 554.
DOI: 10.6084/m9.figshare.30933482
title: <b>Dataset and Code</b>

description: Dataset and code submitted for the manuscript "<b>Atmospheric deposition enhances marine methane production and emissions from global oceans</b>".<br>
DOI: 10.6084/m9.figshare.30933482.v1
title: <b>Dataset and Code</b>

description: Dataset and code submitted for the manuscript "<b>Atmospheric deposition enhances marine methane production and emissions from global oceans</b>".<br>
DOI: 10.34894/yaqaho
title: Average years of education in Hungary, 1920-2006

description: Average years of education in Hungary, 1920-2006. Please cite as: Van Leeuwen, B. and Foldvari, P. (2009). Average Years of Education in Hungary: Annual Estimates, 1920-2006. Eastern European Economics, 47 (2), 5 - 20.
DOI: 10.34894/wbinkr
title: Average years of education, population, physical capital stock in Central Europe, 1920-2006

description: Average years of education, population, physical capital stock in Central Europe, 1920-2006. Please cite as: Van Leeuwen, B. and Foldvari, P. (2013). Capital Accumulation and Growth in Central Europe, 1920-2006. Eastern European Economics, 51 (5), 69 - 93.
DOI: 10.25430/researchdata.cab.unipd.it.00001709
title: Venetian salt marsh biomass and soil dataset

description: Dataset of salt marsh above- and belowground vegetation biomass and soil samples pertaining to organic carbon, organic matter and dry bulk density in the Venice Lagoon.
DOI: 10.15468/dl.gfjahd
title: Occurrence Download

description: A dataset containing 5421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.44847 53.3392,-106.25434 24.86498,-97.65835 23.79048,-58.70777 -40.14221,-53.33527 -39.33633,-40.44128 -33.15796,-32.65117 -17.3091,-28.89042 -0.11712,-36.94916 11.43374,-42.59028 26.74535,-51.72352 58.44307,-105.44847 53.3392))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Laurencia"
 ]
}

 The dataset includes 5421 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063068-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/bia7zk
title: Customs Duties in the Qing Dynasty (ca. 1644-1911)

description: Please cite as: Ni, Y. (17 Nov. 2016). Customs Duties in the Qing Dynasty, ca. 1644-1911. Leiden, The Netherlands: Brill. doi: https://doi.org/10.1163/9789004324886
DOI: 10.34894/d8skd2
title: Agricultural Development in Qing China: A Quantitative Study (1661-1911)

description: Please cite as: Shi, Z. (20 Oct. 2017). Agricultural Development in Qing China. Leiden, The Netherlands: Brill. doi: https://doi.org/10.1163/9789004355248
DOI: 10.34894/3xv66m
title: Multidimensional composite indicators of well-being: applications in economic history

description: Replication data for the working paper "Multidimensional composite indicators of well-being: applications in economic history".
DOI: 10.15468/7e3tzj
title: The northernmost Eocene genus and species of praying mantises (Mantodea Burmeister, 1838) from Fur Formation, Denmark

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shcherbakov, Evgeny O., Perkovsky, Evgeny E., Sylvestersen, René L., Anisyutkin, Leonid N. (2025): The northernmost Eocene genus and species of praying mantises (Mantodea Burmeister, 1838) from Fur Formation, Denmark. Zootaxa 5715 (1): 433-440, DOI: 10.11646/zootaxa.5715.1.37, URL: https://doi.org/10.11646/zootaxa.5715.1.37AbstractA new fossil mantis, Sergyessa rusti gen. et sp. nov., is described based on a complete forewing from the Fur Formation, Ypresian (lower Eocene) of Denmark. The new genus can be easily distinguished from other praying mantis genera by a long ScP ending at ¾ of the forewing’s length, R with long anterior branches, CuA internally pectinate, CuP sigmoidal and V 1 is 2.7 times longer than V 2. The genus is tentatively placed within Schizomantodea as incertae sedis. It adds to our knowledge of Mantodea morphological diversity, being only the second Mantodea taxon formally described from Ypresian age after Pseudomantoida extendidera Schubnel & Nel, 2019 and the first fossil mantis from Denmark.
DOI: 10.15468/dl.9499yx
title: Occurrence Download

description: A dataset containing 7225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "GadmGid is USA.50.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Setophaga",
 "Year 2020-2025"
 ]
}

 The dataset includes 7225 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063069-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18019009
title: agalinis_oligophylla_spades_01.fasta.gz
DOI: 10.5281/zenodo.18019010
title: agalinis_oligophylla_spades_01.fasta.gz
DOI: 10.15468/dl.auaghf
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrachoseps aridus"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063070-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18019578
title: LINF_300026200

description: Alcohol dehydrogenase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18019577
title: LINF_300026200

description: Alcohol dehydrogenase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.hbdgnq
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boea hygrometrica"
 ]
}

 The dataset includes 579 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063071-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/gpze-jx08
title: "Datasets-delay-traceroute-2023"

description: "This repository contains datasets related to network delays and traceroute measurements. The datasets are organized into two main directories:- `datasets delay\/`: This directory contains datasets related to network delays.- `datasets traceroute\/`: This directory contains datasets related to traceroute measurementsEach directory includes various files that capture different aspects of network performance and measurements. The datasets can be used for analysis, modeling, and research in the field of network performance and optimization. The data was colleted in 2023 using API PerfSONAR of RNP (Brazilian Research Network and Education). The dataset was using solution based on GNN (Graph Neural Networks) to predict network delays with based on delays historical data and network topology."
DOI: 10.15468/dl.5pucqj
title: Occurrence Download

description: A dataset containing 1574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Italy, Croatia, Slovenia, Montenegro, Albania, Bosnia and Herzegovina)",
 "Geometry POLYGON((13.86436 46.03745,11.96682 45.60373,11.9453 44.41376,13.78185 42.45932,15.16165 41.48635,17.92191 40.53472,18.27884 39.82571,20.39663 39.62439,19.68052 40.27019,19.86041 41.06607,19.65054 42.47465,15.75311 44.88094,13.86436 46.03745))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea"
 ]
}

 The dataset includes 1574 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063072-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18019066
title: Dataset for "Dissecting intervalley coupling mechanisms in monolayer transition metal dichalcogenides"

description: Dataset for the manuscript "Dissecting intervalley coupling mechanisms in monolayer transition metal dichalcogenides"

1_1_CD_fluence_dep: contains CD time-wavelength maps for different fluences 

1_2_SCP_fluence_dep_single_scans: contains time-wavelength transient transmission maps for different fluences, acquired in SCP pump-probe configuration 

1_3_OCP_fluence_dep_single_scans: contains time-wavelength transient transmission maps for different fluences, acquired in OCP pump-probe configuration  

2_1_CD_temp_dep: contains CD time-wavelength maps for different temperatures 

2_2_SCP_temp_dep_single_scans: contains time-wavelength transient transmission maps for different temperatures, acquired in SCP pump-probe configuration 

2_3_OCP_temp_dep_single_scans: contains time-wavelength transient transmission maps for different temperatures, acquired in OCP pump-probe configuration  

* "CD" is circular dichroism, "SCP" is same circular polarization, "OCP" is opposite circular polarization

Eeach archive contains a "_metadata.txt" file with details.
DOI: 10.5281/zenodo.18019067
title: Dataset for "Dissecting intervalley coupling mechanisms in monolayer transition metal dichalcogenides"

description: Dataset for the manuscript "Dissecting intervalley coupling mechanisms in monolayer transition metal dichalcogenides"

1_1_CD_fluence_dep: contains CD time-wavelength maps for different fluences 

1_2_SCP_fluence_dep_single_scans: contains time-wavelength transient transmission maps for different fluences, acquired in SCP pump-probe configuration 

1_3_OCP_fluence_dep_single_scans: contains time-wavelength transient transmission maps for different fluences, acquired in OCP pump-probe configuration  

2_1_CD_temp_dep: contains CD time-wavelength maps for different temperatures 

2_2_SCP_temp_dep_single_scans: contains time-wavelength transient transmission maps for different temperatures, acquired in SCP pump-probe configuration 

2_3_OCP_temp_dep_single_scans: contains time-wavelength transient transmission maps for different temperatures, acquired in OCP pump-probe configuration  

* "CD" is circular dichroism, "SCP" is same circular polarization, "OCP" is opposite circular polarization

Eeach archive contains a "_metadata.txt" file with details.
DOI: 10.5281/zenodo.17703671
title: NC TraCS Impact Report April 2024 - March 2025

description: The NC TraCS Institute continues to accelerate high-impact research and improve health outcomes through clinical and translational science. Grant Year 2 achievements reflect significant progress in innovation, collaboration, and community engagement:



Research Support & Reach: Delivered over 2,600 research requests for 1,000+ investigators across UNC and partner institutions, supported 611+ publications, and facilitated 6,887 participant visits in 255 studies.

Innovation Funding: Invested in transformative projects through CTS Pilot Grants and Innovation to Impact (i2i) Awards, advancing personalized cancer care, mental health solutions, and biospecimen pipelines.

Community Engagement: Engaged 95 of NC’s 100 counties, built a 300-member patient/community network, and attracted 48,000+ individuals interested in research participation.

Workforce Development: Trained 13 early-career scholars and hosted 200+ training events for 6,000+ participants, strengthening the translational science pipeline.

Impactful Outcomes: Supported FDA approval of a breakthrough food allergy treatment, advanced virtual care research for disaster response, and pioneered innovations in women’s health.


Why It Matters: NC TraCS is driving real-world health solutions, fostering statewide collaboration, and building capacity for future innovation—ensuring that discoveries translate into better care for all.
DOI: 10.5281/zenodo.17703672
title: NC TraCS Impact Report April 2024 - March 2025

description: The NC TraCS Institute continues to accelerate high-impact research and improve health outcomes through clinical and translational science. Grant Year 2 achievements reflect significant progress in innovation, collaboration, and community engagement:



Research Support & Reach: Delivered over 2,600 research requests for 1,000+ investigators across UNC and partner institutions, supported 611+ publications, and facilitated 6,887 participant visits in 255 studies.

Innovation Funding: Invested in transformative projects through CTS Pilot Grants and Innovation to Impact (i2i) Awards, advancing personalized cancer care, mental health solutions, and biospecimen pipelines.

Community Engagement: Engaged 95 of NC’s 100 counties, built a 300-member patient/community network, and attracted 48,000+ individuals interested in research participation.

Workforce Development: Trained 13 early-career scholars and hosted 200+ training events for 6,000+ participants, strengthening the translational science pipeline.

Impactful Outcomes: Supported FDA approval of a breakthrough food allergy treatment, advanced virtual care research for disaster response, and pioneered innovations in women’s health.


Why It Matters: NC TraCS is driving real-world health solutions, fostering statewide collaboration, and building capacity for future innovation—ensuring that discoveries translate into better care for all.
DOI: 10.15468/dl.dsu2qe
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrachoseps bramei"
 ]
}

 The dataset includes 213 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063073-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17989293
title: Aedes albopictus spatial models using Citizen Science and Non Citizen Science inputs

description: This deliverable compares spatial distribution models for the Aedes albopictus mosquito using data from Citizen Science (CS) and Non Citizen Science (NCS) surveillance datasets,. NCS datasets are often patchy and incomplete, and this research investigates the impact of incorporating CS data into spatial models to fill gaps.

The analysis focused on Europe, where CS data is largely concentrated in the south, while NCS records  more widespread in the north. Models based on CS< NCS, and a Combined dataset were generated using Boosted Regression Trees (BRT) and Random Forest (RF) techniques.

Surprisingly, the Combined model's predicted distribution was more restricted in some areas than the NCS model alone, despite having more extensive training data. The Combined model showed marginally better accuracy metrics (e.g., higher Kappa and specificity scores). This suggests that integrating CS data, concentrated in warmer/drier regions, may effectively refine the statistical relationship defining suitable environmental conditions for the vector.

The files are provides as an ARCMAP10.8 .mpk package.  To access in other software change the extension to .zip  and extract. open .mxd in folder /v108 if possible. Otherwise naviagte fodler to find .tif output or shapefile inputs.  Filenames are designed to be self explanatory