cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3tmvxt
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Portugal",
 "TaxonKey is Scolopendra cingulata"
 ]
}

 The dataset includes 591 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043039-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9fj8i0p
title: Data Sets from the National Crude Oil Spill Fate and Natural Attenuation Research Site near Bemidji, Minnesota, USA (ver. 4.0, July 2025)

description: This U.S. Geological Survey (USGS) Data Release provides data from samples and measurements completed at the National Crude Oil Spill Fate and Natural Attenuation Research Site near Bemidji, Minnesota (Site) since 1983. This is version 4.0 of this data release, and it now contains 11 data sets. The content of these data sets include inorganic and organic chemistry data from water, oil, and sediment samples, hydraulic conductivity data from well slug tests, sediment grain-size distribution data from core samples, and water- and oil-level data. Most of these data sets have been described in previously published peer-reviewed reports. This data release provides data sets that were not included with the original publications in a tabular, database-ready format. Each result value in the data sets is coded to describe the kind of sample collected, the material that was analyzed, the method of analysis, and the publication where the value was originally published. Some sample codes are taken from the U.S. Geological Survey's National Water Information System (NWIS, https://waterdata.usgs.gov/nwis) and the remaining codes were developed specifically for Site data. Data dictionaries containing code definitions are available at a companion data release titled "Sampling site information, well construction details, and data dictionaries for data sets associated with the National Crude Oil Spill Fate and Natural Attenuation Site near Bemidji, Minnesota", available at https://doi.org/10.5066/F7736PDR. The National Crude Oil Spill Fate and Natural Attenuation Research Site is located where a high-pressure pipeline carrying crude oil burst in 1979 and spilled approximately 1.7 million liters (10,700 barrels) of crude oil into glacial outwash deposits. Since 1983, scientists with the U.S. Geological Survey, in collaboration with scientists from academic institutions, industry, and the regulatory community have conducted extensive investigations of multiphase flow and transport, volatilization, dissolution, geochemical interactions, microbial populations, and biodegradation with the goal of providing an improved understanding of the natural processes limiting the extent of hydrocarbon contamination. Long-term field studies at Bemidji have illustrated that the fate of hydrocarbons evolves with time, and a snap-shot study of a hydrocarbon plume may not provide information that is of relevance to the long-term behavior of the plume during natural attenuation. The research at the site has been supported primarily by the U.S. Geological Survey's Toxic Substances Hydrology Program.
 
First release: 2018
Revised: September 2019 (ver. 2.0)
Revised: April 2020 (ver. 3.0)
Revised: September 2025 (ver. 4.0)
DOI: 10.15468/dl.w87fef
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anablepsoides rubrolineatus)",
 "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 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043038-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjg9qj
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astroides calycularis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 270 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xarex
title: Occurrence Download

description: A dataset containing 4487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sterculia apetala"
 ]
}

 The dataset includes 4487 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043040-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080334
title: Questionnaire on Chest X-ray Interpretation Skills among Moroccan Medical Trainees

description: This dataset contains the questionnaire used in the study “Diagnostic Accuracy and Training Gaps in Chest X-ray Interpretation: A Cross-Sectional Study of 400 Moroccan Medical Trainees.”

The questionnaire, originally developed in French, was distributed to medical students and junior doctors across Morocco. It includes sections on demographic information, prior training in chest X-ray interpretation, self-reported confidence, and case-based diagnostic questions (15 de-identified chest X-ray cases with clinical vignettes).

This dataset is provided to ensure transparency and reproducibility of the research. The questionnaire may also serve as a resource for educators and researchers interested in medical education, diagnostic accuracy, and radiology training in resource-limited settings.
DOI: 10.5281/zenodo.17080335
title: Questionnaire on Chest X-ray Interpretation Skills among Moroccan Medical Trainees

description: This dataset contains the questionnaire used in the study “Diagnostic Accuracy and Training Gaps in Chest X-ray Interpretation: A Cross-Sectional Study of 400 Moroccan Medical Trainees.”

The questionnaire, originally developed in French, was distributed to medical students and junior doctors across Morocco. It includes sections on demographic information, prior training in chest X-ray interpretation, self-reported confidence, and case-based diagnostic questions (15 de-identified chest X-ray cases with clinical vignettes).

This dataset is provided to ensure transparency and reproducibility of the research. The questionnaire may also serve as a resource for educators and researchers interested in medical education, diagnostic accuracy, and radiology training in resource-limited settings.
DOI: 10.7910/dvn/rcruu5
title: U.S. Social Vulnerability Index Grids, Revision 01

description: The U.S. Social Vulnerability Index Grids, Revision 01 data set contains gridded layers for the overall Centers for Disease Control and Prevention (CDC) Social Vulnerability Index (SVI) using four sub-category themes (Socioeconomic, Household Composition & Disability, Minority Status & Language, and Housing Type & Transportation) based on census tract level inputs from 15 variables for the years 2000, 2010, 2014, 2016, 2018, and 2020. SVI values range between 0 and 1 based on their percentile position among all census tracts in the U.S., with 0 representing lowest vulnerability census tracts and 1 representing highest vulnerability census tracts. SEDAC has gridded these vector inputs to create 1 kilometer spatial resolution raster surfaces allowing users to obtain vulnerability metrics for any user-defined area within the U.S. Utilizing inputs from CIESIN's Gridded Population of the World, Version 4 (GPWv4) Revision 11 data sets, a mask is applied for water, and optionally, for no population. The data are provided in two different projection formats, NAD83 as a U.S. specific standard, and WGS84 as a global standard. The goal of the SVI is to help identify vulnerable communities by ranking them on these inputs across the U.S.
description: To provide a 1 km grid of the CDC Social Vulnerability Index (SVI) aligned with CIESIN's Gridded Population of the World, Version 4, Revision 11 (GPWv4.11) with a mask for water and no population.
DOI: 10.15468/dl.te8kf8
title: Occurrence Download

description: A dataset containing 34157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria mitis"
 ]
}

 The dataset includes 34157 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043036-250827131500795/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.30078859
title: COVID-19 cohort RNAseq mapping data

description: The mapping data for hospitalized COVID-19 RNAseq. The below tabs are found in the file:Cohort Data- Mapping per sample for various factors for Salmon, KRAKEN2, and MiXCR. Details of each sample can be found in the first few columns.Gencode 47 Sig- The transcripts found significant for Salmon based mapping.GO Enrichment Vaccinated- Transcripts significantly enriched in vaccinated samples were enriched for these pathways.GO Enrichment COVID-19- Transcripts significantly enriched in hospitalized COVID-19 samples were enriched for these pathways.GO Enrichment per sample outlie- Transcripts significantly enriched in each sample as assessed by a Z-score &gt;3 were enriched for the terms listed per patient.GO Enrichment COVID+Vac Sig- Transcripts significantly enriched in hospitalized COVID-19 vaccine breakthrough samples were enriched for these pathways.KRAKEN2- The normalized reads per species per sample from KRAKEN2<br>
DOI: 10.6084/m9.figshare.30078859.v1
title: COVID-19 cohort RNAseq mapping data

description: The mapping data for hospitalized COVID-19 RNAseq. The below tabs are found in the file:Cohort Data- Mapping per sample for various factors for Salmon, KRAKEN2, and MiXCR. Details of each sample can be found in the first few columns.Gencode 47 Sig- The transcripts found significant for Salmon based mapping.GO Enrichment Vaccinated- Transcripts significantly enriched in vaccinated samples were enriched for these pathways.GO Enrichment COVID-19- Transcripts significantly enriched in hospitalized COVID-19 samples were enriched for these pathways.GO Enrichment per sample outlie- Transcripts significantly enriched in each sample as assessed by a Z-score &gt;3 were enriched for the terms listed per patient.GO Enrichment COVID+Vac Sig- Transcripts significantly enriched in hospitalized COVID-19 vaccine breakthrough samples were enriched for these pathways.KRAKEN2- The normalized reads per species per sample from KRAKEN2<br>
DOI: 10.15468/dl.ppmesb
title: Occurrence Download

description: A dataset containing 172233 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 1956",
 "Year is less than or equal to 1956"
 ]
}

 The dataset includes 172233 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043006-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3nmq7
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena officinalis",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043045-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbj9t6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043048-250827131500795/datasets/export for details.
DOI: 10.15468/dl.9uxzw5
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistroteuthis lichtensteinii",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 137 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043046-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hv7v3
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-106.03566 26.80607,-106.65802 25.57711,-106.9889 25.73467,-107.20161 25.4353,-107.01253 24.90748,-106.60288 24.48995,-106.49513 24.29413,-106.04354 24.22997,-105.92794 23.98545,-105.9048 23.69259,-105.81563 23.60863,-105.74712 23.55034,-105.71267 23.41854,-105.33452 23.06403,-104.97214 22.93011,-104.90124 22.75679,-104.80802 22.62687,-104.67277 22.51257,-104.42856 22.43379,-103.70378 24.13544,-103.14444 24.49783,-103.4832 25.35653,-103.34927 26.4752,-104.21585 26.79032,-104.5546 26.39642,-105.1297 26.46732,-105.76781 26.67215,-106.03566 26.80607))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apion"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnrage
title: Occurrence Download

description: A dataset containing 20454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcystis"
 ]
}

 The dataset includes 20454 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar0huh
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Portugal",
 "Country is Spain",
 "Country is Andorra"
 ]
 },
 "Issue is Geodetic datum assumed WGS84",
 "Geometry POLYGON((-11.60156 36.59789,2.46094 36.59789,2.85645 45.15105,-11.20605 45.15105,-11.60156 36.59789))",
 "HasCoordinate is true",
 "TaxonKey is Senecio lividus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 881 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011713-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mzmy9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bangana elegans Kottelat, 1998",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029508-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vptmr8
title: Occurrence Download

description: A dataset containing 2353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.8075 41.02844,-1.11511 38.54553,0.12634 38.33679,0.70862 40.28137,-0.8075 41.02844))",
 "TaxonKey is Euphorbia characias L."
 ]
}

 The dataset includes 2353 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222700-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8xfud
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium symphytifolium Froel."
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029520-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zltsmf
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Tropaeolaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 349 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011713-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht76uh
title: Occurrence Download

description: A dataset containing 10472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Elvira cupreiceps (Lawrence, 1866)"
 ]
}

 The dataset includes 10472 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090289-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.08a2xd
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sutherlandia frutescens (L.) R.Br.",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011714-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9mvqp
title: Occurrence Download

description: A dataset containing 52076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix aluco Linnaeus, 1758",
 "Country is Norway",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 52076 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029510-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etu3yh
title: Occurrence Download

description: A dataset containing 1709 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal",
 "Country is Andorra"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Senecio lividus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1709 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011714-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utfmr8
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.9646 36.87231,-7.20483 36.87231,-7.20483 42.27759,-9.9646 42.27759,-9.9646 36.87231))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Graptemys pseudogeographica (Gray, 1831)"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099563-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qptpr
title: Occurrence Download

description: A dataset containing 1176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is CAN.2_1",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 1176 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029603-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c3mu1
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prepona claudina"
 ]
}

 The dataset includes 159 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011714-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wzzzz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bangana discognathoides (Nichols & Pope, 1927)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029516-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2uesz
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Butomus umbellatus L."
 ]
}

 The dataset includes 2111 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094487-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yfwvw
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora dasyadenia Urb."
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011714-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k5fhb
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erebia fletcheri Elwes, 1899"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139267-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.