cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jd42ue
title: Occurrence Download

description: A dataset containing 2110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus lasiopterus (Schreber, 1780)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 2110 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27189090
title: Base de datos - Razonamientos científicos en la enseñanza de las ciencias

description: File that compiles basic information on scientific articles related to science education and scientific reasoning, published between 2000 and 2023 in indexed journals and available in the Scopus, ERIC, and Scielo databases. Articles addressing disciplines other than natural sciences are excluded.
DOI: 10.6084/m9.figshare.27189090.v1
title: Base de datos - Razonamientos científicos en la enseñanza de las ciencias

description: File that compiles basic information on scientific articles related to science education and scientific reasoning, published between 2000 and 2023 in indexed journals and available in the Scopus, ERIC, and Scielo databases. Articles addressing disciplines other than natural sciences are excluded.
DOI: 10.6084/m9.figshare.24962301
title: FlOoD: Synthetic Dataset for Semantic Segmentation of Waterbodies in Out-of-Distribution situations

description: The dataset is split into two directories: train, and test. The folder structure of each of the (train, test) directories is as follows: A directory corresponds to a 3D scene. For each scene, there are directories that correspond to a camera placed in the 3D scene. For each camera, there are directories that include the RGB frames (images) and corresponding directories (masks) that contain the respective binary segmentation masks. A metadata.json file contains the attribute values for each frame.
DOI: 10.6084/m9.figshare.24962301.v1
title: FlOoD: Synthetic Dataset for Semantic Segmentation of Waterbodies in Out-of-Distribution situations

description: The dataset is split into two directories: train, and test. The folder structure of each of the (train, test) directories is as follows: A directory corresponds to a 3D scene. For each scene, there are directories that correspond to a camera placed in the 3D scene. For each camera, there are directories that include the RGB frames (images) and corresponding directories (masks) that contain the respective binary segmentation masks. A metadata.json file contains the attribute values for each frame.
DOI: 10.15468/dl.4r2kks
title: Occurrence Download

description: A dataset containing 117729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Buteo regalis (G.R.Gray, 1844))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 117729 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5gkwm
title: Occurrence Download

description: A dataset containing 9323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadarida teniotis (Rafinesque, 1814)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 9323 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003169-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq6cg4
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "Geometry POLYGON((-58.46258 -34.53559,-58.46317 -34.53602,-58.46455 -34.53667,-58.46503 -34.53607,-58.46629 -34.53676,-58.46299 -34.54141,-58.45955 -34.53779,-58.46258 -34.53559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 205 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003170-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8253d
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra rupicapra balcanica Bolkay, 1925",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003171-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfcdxt
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sicista subtilis (Pallas, 1773)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003172-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcmmup
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesocricetus newtoni (Nehring, 1898)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003173-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27189840
title: Low-Resource MobileBERT Emotion Recognition Code with Datasets

description: MobileBERT Emotion Recognition Code with Datasets
DOI: 10.3886/icpsr39066.v1
title: Uniform Crime Reporting Program Data: Offenses Known and Clearances by Arrest, United States, 2022
title: Version 1

description: The UNIFORM CRIME REPORTING PROGRAM DATA: OFFENSES KNOWN AND CLEARANCES BY ARREST, 2022 dataset is a compilation of offenses reported to law enforcement agencies in the United States. Due to the vast number of categories of crime committed in the United States, the FBI has limited the type of crimes included in this compilation to those crimes which people are most likely to report to police and those crimes which occur frequently enough to be analyzed across time. Crimes included are criminal homicide, forcible rape, robbery, aggravated assault, burglary, larceny-theft, and motor vehicle theft. Much information about these crimes is provided in this dataset. The number of times an offense has been reported, the number of reported offenses that have been cleared by arrests, and the number of cleared offenses which involved offenders under the age of 18 are the major items of information collected.
description: Datasets: 
DS1: Uniform Crime Reporting Program Data: Offenses Known and Clearances by Arrest, United States, 2022
description: Index crimes reported by law enforcement agencies in the United States. Smallest Geographic Unit: US states, counties, and cities
description: self-enumerated questionnaireStarting with the year 1998, each of the four types of UCR summary data archived by ICPSR is released as a separate study under its own study number. Offenses Known and Clearances by Arrest data for the years 1975-1997 can be found in UNIFORM CRIME REPORTING PROGRAM DATA [UNITED STATES]: 1975-1997 (ICPSR 9028).These studies are 'static data snapshots' of the data available on the FBI website via the Crime Data Explorer, which is continuously updated. For additional information on the Uniform Crime Reporting (UCR) Program, please visit the UCR website.
DOI: 10.15468/dl.q29h3j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myomimus roachi (Bate, 1937)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003174-241007104925546/datasets/export for details.
DOI: 10.15468/dl.urcnaa
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phymaturus antofagastensis Pereyra, 1985"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003175-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13240549
title: Catalogue of Life Collembola: CoL 2020-08-01 Collembola

description: The Collembola branch from the CoL 2020-08-01 data set.
description: Data sets for the assembly of the EOL dynamic hierarchy.
DOI: 10.15468/dl.5y7ck9
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vormela peregusna (Güldenstädt, 1770)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003176-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5xv9s
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis aurascens Kuzyakin, 1935",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003178-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2wcme
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-89.13629 20.97271,-89.08954 19.71625,-87.73386 19.98007,-87.01707 21.21986,-88.52857 21.51009,-89.13629 20.97271))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus tzabcan Klauber, 1952"
 ]
}

 The dataset includes 123 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003177-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuksm5
title: Occurrence Download

description: A dataset containing 3192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rousettus aegyptiacus (E.Geoffroy, 1810)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 3192 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003179-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13363116
title: Long COVID IRIS Study Olink Proteomics Dataset

description: Plasma samples collected from Stanford University's “Infection Recovery in SARS-CoV-2” (IRIS) study participants during acute SARS-CoV-2 infection, approximately 3 months post infection, and approximately 12 months post infection were analyzed using the Olink® Target 96 Inflammation panel and Olink® Target 96 Immune Response panel. 

Proteomic data were obtained from the Olink biomarker platform and presented as "NPX" (i.e. Normalized Protein eXpression) for each protein assay. The dataset features de-identified patient metadata, including participant study number (i.e. IRIS_number), sex, long COVID status (0 = recovered; 1 = Long COVID), and timepoint of the plasma sample (i.e. acute infection sample, approximately 3 months post infection, or approximately 12 months post infection). 

Notes:



Consistent with the World Health Organization (WHO) definition, long COVID was defined in this study as the continuation or development of symptoms three months after SARS-CoV-2 infection, which were not readily attributable to other etiologies.

For acute infection samples, long COVID status (0 = recovered; 1 = Long COVID) refers to whether the patient will have fully recovered or will have long COVID at 3 months post infection. 

For 3 month samples, long COVID status (0 = recovered; 1 = Long COVID) refers to whether the patient has fully recovered or has long COVID at 3 months post infection.

For 12 month samples, long COVID status (0 = recovered; 1 = Long COVID) refers to whether the patient has fully recovered or has ongoing long COVID at 12 months post infection, but these patients all had long COVID at 3 months post infection.
DOI: 10.15468/dl.u5yevz
title: Occurrence Download

description: A dataset containing 3429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirella bairdii (Gill, 1865)"
 ]
}

 The dataset includes 3429 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003180-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr24165.v3
title: Federal Justice Statistics Program: Defendants Sentenced Under the Sentencing Reform Act, 2003
title: Version 3

description: These data contain records of criminal defendants who were sentenced pursuant to provisions of the Sentencing Reform Act (SRA) of 1984 and reported to the United States Sentencing Commission (USSC) during fiscal year 2003. These data can be linked to the primary analysis file using the unique identifier variable SEQ_NUM. It is estimated that over 90 percent of felony defendants in the federal criminal justice system are sentenced pursuant to the SRA of 1984. The data were obtained from the United States Sentencing Commission's Office of Policy Analysis' (OPA) Standardized Research Data File. The Standardized Research Data File consists of variables from the Monitoring Department's database, which is limited to those defendants whose records have been furnished to the USSC by United States district courts and United States magistrates, as well as variables created by the OPA specifically for research purposes. The data include variables from the Judgement and Conviction (J and C) order submitted by the court, background and guideline information collected from the Presentencing Report (PSR), and the report on sentencing hearing in the Statement of Reasons (SOR). These data contain detailed information such as the guideline base offense level, offense level adjustments, criminal history, departure status, statement of reasons given for departure, and basic demographic information. These data are the primary analysis file and include only statute, guideline computation, and adjustment variables for the most serious offense of conviction. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: 
DS1: Federal Justice Statistics Program: Defendants Sentenced Under the Sentencing Reform Act, 2003
description: Defendants sentenced pursuant to provisions of the Sentencing Reform Act (SRA) of 1984 and reported to the United States Sentencing Commission during fiscal year 2003.
DOI: 10.15468/dl.p8jf7n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovis orientalis ophion Blyth, 1841",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003181-241007104925546/datasets/export for details.
DOI: 10.15468/dl.whjwqw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus kolombatovici Dulic, 1980",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003183-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11399014
title: Microstructure-informed brain tissue classification using clustering of quantitative MRI measures

description: Data supporting the paper "Microstructure-informed brain tissue classification using clustering of quantitative MRI measures". Supporting code is available at https://github.com/sharadab/caqe.



atlas.zip contains the atlas of tissue classification (recoloured_6cluster.nii.gz) and the population-averaged 3DT1 template (template_3dt1.nii.gz) based on 25 healthy controls.

model_6clusters.skops is a classifier that can be used on other datasets of myelin water fraction (MWF), µFA and C_MD that have been processed and registered together.
DOI: 10.5281/zenodo.11399015
title: Microstructure-informed brain tissue classification using clustering of quantitative MRI measures

description: Data supporting the paper "Microstructure-informed brain tissue classification using clustering of quantitative MRI measures". Supporting code is available at https://github.com/sharadab/caqe.



atlas.zip contains the atlas of tissue classification (recoloured_6cluster.nii.gz) and the population-averaged 3DT1 template (template_3dt1.nii.gz) based on 25 healthy controls.

model_6clusters.skops is a classifier that can be used on other datasets of myelin water fraction (MWF), µFA and C_MD that have been processed and registered together.
DOI: 10.15468/dl.pn2qam
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus anatolicus Felten, 1971",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003184-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy5jw3
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela lutreola (Linnaeus, 1761)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 203 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003185-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/bold:adr0510
title: Overview of Barcode Index Number - BOLD:ADR0510

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.eb8nw3
title: Occurrence Download

description: A dataset containing 50795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is a41250f0-7c3e-11d8-a19c-b8a03c50a862",
 "DatasetName ~*Hudson Bay Lowlands Project"
 ]
}

 The dataset includes 50795 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003186-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wemmv
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bison bonasus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 173 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003188-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13240328
title: EOL Dynamic Hierarchy Patch: EOL Dynamic Hierarchy Patch 2.2

description: A taxonomic patch for the [EOL dynamic hierarchy](https://opendata.eol.org/dataset/tram-807-808-809-810-dh-v1-1 "EOL dynamic hierarchy") :
description: November 2023
The Encyclopedia of Life (EOL, eol.org) aggregates biodiversity information from more than 400 sources and provides access to the data through taxon pages, visual query and application programming interfaces. Scientific names are essential elements of the data integration infrastructure, but their shortcomings as key identifiers are well documented (Patterson et al., 2016). Complex automated workflows and continuous manual curation are required to address idiosyncrasies of source taxonomies, variation in data quality, and conflicting taxonomic opinions. 

To achieve a harmonized taxonomic view of EOL content, names from data sources are mapped to a dynamic reference hierarchy ([see current version here](https://opendata.eol.org/dataset/tram-807-808-809-810-dh-v1-1/resource/00adb47b-57ed-4f6b-8f66-83bfdb5120e8)) using an algorithm that leverages canonical name strings, hierarchical information (ancestry, descendants), taxonomic ranks, synonym data, and author strings. Names that cannot be associated with a reference taxon are still accessible, but their unmapped status excludes them and any associated content from certain core EOL functions.

For more information about the EOL taxonomy, see [EOL Dynamic Hierarchy](https://eol.org/docs/eol-dynamic-hierarchy)
DOI: 10.5883/ds-eucosib
title: Eucosma callei sp. nov. - a new species of Olethreutinae (Lepidoptera, Tortricidae) from South-eastern Iberian Peninsula

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.