cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18038704
title: STAT3 R152W mutation model reveals temporal changes in hematopoietic populations

description: Complete Blood Count and flow cytometry output of mouse peripheral blood and spleens to be published in a manuscript of the same title.

The new file includes original analysis and numbers presented in the manuscript; previous version was a re-analysis providing additional information.
DOI: 10.6084/m9.figshare.30941021
title: Stigma to liberation: fat leadership through Freire’s critical consciousness

description: This data set is from the journal article Stigma to liberation: fat leadership through Freire’s critical consciousness
DOI: 10.6084/m9.figshare.30941021.v1
title: Stigma to liberation: fat leadership through Freire’s critical consciousness

description: This data set is from the journal article Stigma to liberation: fat leadership through Freire’s critical consciousness
DOI: 10.15468/dl.y3gu8j
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.57121 20.39836,107.10876 20.39836,107.10876 20.81286,106.57121 20.81286,106.57121 20.39836))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 147 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064217-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/3ncw-na12
title: "DualFL: Bridging the Granularity Gap for Reliable Method and Statement Fault Localization"

description: "This dataset contains the complete pre-processed benchmarks and the associated data generation pipeline for the research on \"Dual-Granularity for Fault Localization\". It provides the necessary data to reproduce the experiments on a dual-granularity graph neural network model that processes program information at both method-level and statement-level.The dataset is organized into two main parts:data\/: The fully processed graph embeddings for the complete Defects4J 1.2 suite (including Chart, Lang, Time, Math, Mockito, and Closure projects). These .pkl files are ready for direct use in model training and evaluation.Data_work_flow\/: A comprehensive three-stage data processing pipeline scripts (covering Linux and Windows environments) that transform raw Defects4J artifacts into enriched graph representations using GraphCodeBERT and Node2Vec."
DOI: 10.15468/dl.3xm6hz
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa hypacra"
 ]
}

 The dataset includes 313 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064218-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me37n4
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum amona"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064220-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw57g9
title: Occurrence Download

description: A dataset containing 1727 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is TWIC Record a Raptor Survey"
 ]
}

 The dataset includes 1727 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064219-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzve8h
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa insularis"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064221-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr5qq3
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phenacorhamdia tenebrosa"
 ]
}

 The dataset includes 172 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064222-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ae7a8
title: Occurrence Download

description: A dataset containing 1058427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.82719 20.51118,-104.07878 20.51118,-104.07878 21.44333,-105.82719 21.44333,-105.82719 20.51118))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 2000-2025"
 ]
}

 The dataset includes 1058427 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064211-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18039031
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Georg Ossian Sars, http://www.wikidata.org/entity/Q658307. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q658307
DOI: 10.5281/zenodo.18039032
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Georg Ossian Sars, http://www.wikidata.org/entity/Q658307. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q658307
DOI: 10.15468/dl.nvsn9v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa jugivagans"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064225-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e181841
title: Companion Files for Uncovering MCH Disparities among MENA Women and Children in the US

description: This repository includes all companion files (syntax, data files, etc.) for the research study, Uncovering Maternal and Child Health Disparities among Middle Eastern and North African Women and Children in the United States, funded by Health Resources and Services Administration. <br><br><b>PROBLEM: </b>Little attention has
been paid to maternal and child health (MCH) research in the Middle Eastern or
North African (MENA) population because this group has been clustered under the
non-Hispanic (NH) white category, and any differences in MCH among MENA
individuals are invisible. This project will address existing
and emerging research topics of national significance to the MENA community by
using a novel data analytic approach. <br>

<b><br>GOAL:</b> The goal of this project is to use national data to analyze
and compare performance measures among MENA women and children and ultimately
improve the health and well-being of this population. Performance measures were compared to NH white, NH black, Hispanic and Asian women and children. Six papers are being developed to fulfill these goals. 

<b> </b>

<br><b><br>PROPOSED
DATA SETS AND TARGET POPULATIONS: </b>This project will use data from 2000-2018
National Health Interview Survey (NHIS) and 2015-2019 five-year American
Community Survey (ACS) publicly available files. Our comprehensive analysis of
MENA MCH outcomes includes three samples: 1) women (ages &gt;=18 years); 2)
currently pregnant women; and 3) children (ages 0-17 years). NHIS data will be analyzed for
Papers 1-6. ACS will be analyzed for Paper 2 to describe children.
DOI: 10.5063/f1j101np
title: Restoration Projects in Tampa Bay and its Watershed

description: Data include habitat restoration projects conducted in Tampa Bay and its watershed from 1971 to the present. Records prior to 2006 were compiled during the Tampa Bay Estuary Program’s Habitat Master Plan Update (HMP, 2020). Since 2006, habitat restoration data are reported to the Tampa Bay Estuary Program by regional partners and submitted each year to the US Environmental Protection Agency (EPA) through the National Estuary Program Online Reporting Tool (NEPORT) to conform to the Government Performance and Results Act (GPRA). The dataset includes information on the project name, date, location, restoration activity, habitat type, partner responsible for the project, and approximate coverage. The dataset is updated annually.
DOI: 10.3886/e181841v2
title: Companion Files for Uncovering MCH Disparities among MENA Women and Children in the US

description: This repository includes all companion files (syntax, data files, etc.) for the research study, Uncovering Maternal and Child Health Disparities among Middle Eastern and North African Women and Children in the United States, funded by Health Resources and Services Administration. <br><br><b>PROBLEM: </b>Little attention has
been paid to maternal and child health (MCH) research in the Middle Eastern or
North African (MENA) population because this group has been clustered under the
non-Hispanic (NH) white category, and any differences in MCH among MENA
individuals are invisible. This project will address existing
and emerging research topics of national significance to the MENA community by
using a novel data analytic approach. <br>

<b><br>GOAL:</b> The goal of this project is to use national data to analyze
and compare performance measures among MENA women and children and ultimately
improve the health and well-being of this population. Performance measures were compared to NH white, NH black, Hispanic and Asian women and children. Six papers are being developed to fulfill these goals. 

<b> </b>

<br><b><br>PROPOSED
DATA SETS AND TARGET POPULATIONS: </b>This project will use data from 2000-2018
National Health Interview Survey (NHIS) and 2015-2019 five-year American
Community Survey (ACS) publicly available files. Our comprehensive analysis of
MENA MCH outcomes includes three samples: 1) women (ages &gt;=18 years); 2)
currently pregnant women; and 3) children (ages 0-17 years). NHIS data will be analyzed for
Papers 1-6. ACS will be analyzed for Paper 2 to describe children.
DOI: 10.34740/kaggle/dsv/14132565
title: Life Expectancy Dataset
DOI: 10.5281/zenodo.18036084
title: Experimental dataset of bedforms created by density and turbidity currents.

description: Experimental dataset supplementary to Sequeiros et al. 2026. Regimes of bedforms created by down-slope density currents. Earth-Science Reviews Volume 272, January 2026, 105322. https://doi.org/10.1016/j.earscirev.2025.105322
DOI: 10.15468/dl.9wpjwu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa kamuk"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064226-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e165326
title: Data and Code for: Price Transparency, Media and Informative Advertising

description: We study the effects of a price transparency regulation in Israeli supermarkets. Using price data collected before and after the regulation and a difference-in-differences research design, we show that price levels and price dispersion declined significantly after the regulation. Chains also began setting identical prices in all stores. We use Robert and Stahl (1993) to interpret our findings, showing that low-priced chains extensively used price advertising after prices became transparent. These chains referenced to price-comparison surveys conducted by the media to induce credibility for ads. Our findings highlight the importance of price transparency and the pro-competitive role of informative advertising.<br><br>This project includes data and code accompanying the article. <br>
DOI: 10.3886/e165326v1
title: Data and Code for: Price Transparency, Media and Informative Advertising

description: We study the effects of a price transparency regulation in Israeli supermarkets. Using price data collected before and after the regulation and a difference-in-differences research design, we show that price levels and price dispersion declined significantly after the regulation. Chains also began setting identical prices in all stores. We use Robert and Stahl (1993) to interpret our findings, showing that low-priced chains extensively used price advertising after prices became transparent. These chains referenced to price-comparison surveys conducted by the media to induce credibility for ads. Our findings highlight the importance of price transparency and the pro-competitive role of informative advertising.<br><br>This project includes data and code accompanying the article. <br>
DOI: 10.15468/dl.n68gat
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Escallonia carmelitana"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064227-251120083545085/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/14126328
title: Student Performance
DOI: 10.15468/dl.zysb48
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa kaqchikelorum"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064228-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18038588
title: Evaluating the role of burrowing sea urchins as agents of coral reef bioerosion

description: 1. Datasets containing master data and covariate data used in the article titled "Evaluating the role of burrowing sea urchins as agents of coral reef bioerosion", along with Metadata file explaining the sheets and columns

2. Online Resource 1 : Supplementary Information for the same article
DOI: 10.5281/zenodo.18038589
title: Evaluating the role of burrowing sea urchins as agents of coral reef bioerosion

description: 1. Datasets containing master data and covariate data used in the article titled "Evaluating the role of burrowing sea urchins as agents of coral reef bioerosion", along with Metadata file explaining the sheets and columns

2. Online Resource 1 : Supplementary Information for the same article
DOI: 10.5281/zenodo.18038186
title: Output Files of the 3D Model of the 79NG Fjord

description: This archive contains the output files of the three-dimensional model of the 79NG fjord in Greenland developed by Markus Reinert (2025). The output has been created with GETM and the linked model setup.

Description of the files:



out_geometry_2d.nc contains the model output that does not vary with time, e.g., the topography and the grid properties.

out_mean_compressed.nc contains the main simulation data, i.e., the model output averaged over 1 year after the 5-year spin-up.

out_sbin_0.02_cavity.nc contains the transports binned into salinity bins of 0.02 g/kg during runtime for the salinity-TEF analysis.

out_zbin.nc contains the transports binned into depth bins during runtime to compute the z-streamfunction.

TEF_t220.nc contains the meridionally integrated transports sorted into 220 temperature bins for the temperature-TEF analysis, computed from hourly model output with pyTEF.
DOI: 10.5281/zenodo.18038187
title: Output Files of the 3D Model of the 79NG Fjord

description: This archive contains the output files of the three-dimensional model of the 79NG fjord in Greenland developed by Markus Reinert (2025). The output has been created with GETM and the linked model setup.

Description of the files:



out_geometry_2d.nc contains the model output that does not vary with time, e.g., the topography and the grid properties.

out_mean_compressed.nc contains the main simulation data, i.e., the model output averaged over 1 year after the 5-year spin-up.

out_sbin_0.02_cavity.nc contains the transports binned into salinity bins of 0.02 g/kg during runtime for the salinity-TEF analysis.

out_zbin.nc contains the transports binned into depth bins during runtime to compute the z-streamfunction.

TEF_t220.nc contains the meridionally integrated transports sorted into 220 temperature bins for the temperature-TEF analysis, computed from hourly model output with pyTEF.
DOI: 10.34740/kaggle/dsv/14272874
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5gdv4v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa leandrae"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064229-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18038800
title: Supporting data for manuscript "Single particle ICP-TOFMS on previously characterised EGRIP ice core samples: new approaches, limitations, and challenges"

description: Single particle inductively coupled plasma-time of flight mass spectrometry (SP ICP-TOFMS) data from the East Greenland ice-core project (EGRIP) ice core, Greenland. The datasets are supporting information for the manuscript "Single particle ICP-TOFMS on previously characterised EGRIP ice core samples: new approaches, limitations, and challenges" accepted for publication at The Cryosphere. Measurements were performed at the NanoMicroLAB, Institute of Chemistry, University of Graz, Graz, Austria with a Vitesse ICP-TOFMS system by Nu Instruments (Wrexham, UK) was operated in SP mode to record and bin mass spectra from 20-240 amu, every 100 µs (4 spectra binning) before saving data to disc while blanking the range 31.5–38.5 amu due to a high signal from the oxygen dimer to avoid signal saturation at the detector. Each sample, blank (frozen MQ water let to melt), and calibration standards were recorded for 100 s. The ICP-TOFMS instrument was equipped with a concentric nebuliser (Glass Expansions) and a cooled (5°C) cyclonic spray chamber. The plasma was operated at 1.35 kW, and the segmented reaction cell was operated with He and H2 flow rates of 12 and 7 mL/min, respectively. This data can be used to obtain the plots shown in the manuscript.
DOI: 10.5281/zenodo.18038801
title: Supporting data for manuscript "Single particle ICP-TOFMS on previously characterised EGRIP ice core samples: new approaches, limitations, and challenges"

description: Single particle inductively coupled plasma-time of flight mass spectrometry (SP ICP-TOFMS) data from the East Greenland ice-core project (EGRIP) ice core, Greenland. The datasets are supporting information for the manuscript "Single particle ICP-TOFMS on previously characterised EGRIP ice core samples: new approaches, limitations, and challenges" accepted for publication at The Cryosphere. Measurements were performed at the NanoMicroLAB, Institute of Chemistry, University of Graz, Graz, Austria with a Vitesse ICP-TOFMS system by Nu Instruments (Wrexham, UK) was operated in SP mode to record and bin mass spectra from 20-240 amu, every 100 µs (4 spectra binning) before saving data to disc while blanking the range 31.5–38.5 amu due to a high signal from the oxygen dimer to avoid signal saturation at the detector. Each sample, blank (frozen MQ water let to melt), and calibration standards were recorded for 100 s. The ICP-TOFMS instrument was equipped with a concentric nebuliser (Glass Expansions) and a cooled (5°C) cyclonic spray chamber. The plasma was operated at 1.35 kW, and the segmented reaction cell was operated with He and H2 flow rates of 12 and 7 mL/min, respectively. This data can be used to obtain the plots shown in the manuscript.
DOI: 10.15468/dl.ntrmns
title: Occurrence Download

description: A dataset containing 4596065 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Türkiye"
 ]
}

 The dataset includes 4596065 records from 2104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064223-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h25yfa
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tabernaemontana alternifolia L."
 ]
}

 The dataset's 3 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047523-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mrng3
title: Occurrence Download

description: A dataset containing 123565 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus hypnorum (Linnaeus, 1758)"
 ]
}

 The dataset includes 123565 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047524-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qvafd
title: Occurrence Download

description: A dataset containing 2524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Platycladus orientalis (L.) Franco"
 ]
}

 The dataset includes 2524 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047525-240626123714530/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/9103596
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/9103612
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.w8c9yu
title: Occurrence Download

description: A dataset containing 3636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo L.",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3636 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047526-240626123714530/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/9103626
title: Public Opinion on Climate Change (Updated Daily)