cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t63jmp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is Moldova, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010869-250914085247600/datasets/export for details.
DOI: 10.15468/dl.jqb35v
title: Occurrence Download

description: A dataset listing the 49 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.15148 -28.45313,32.14791 -28.45548,32.14401 -28.45959,32.14134 -28.46694,32.1449 -28.47517,32.1624 -28.47282,32.1634 -28.46292,32.16028 -28.45499,32.15148 -28.45313))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 49 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010856-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp97t8
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 378 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010870-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15251976
title: Supporting Data from: Physically Constrained Mass Spectrometry Data Binning for Multi-Platform Untargeted Metabolomics Data Integration

description: §  Supporting file 1

A spreadsheet recording numerous iterations for hyperparameter tuning for logistic regression model.

§  Supporting file 2

A spreadsheet recording numerous iterations for hyperparameter tuning for linear Support Vector Classifier model.

§  Supporting file 3

A spreadsheet recording numerous iterations for hyperparameter tuning for gradient boosting model.

§  Supporting file 4

A spreadsheet recording numerous iterations for hyperparameter tuning for eXtreme Gradient Boosting model.

§  Supporting file 5

A spreadsheet recording numerous iterations for hyperparameter tuning for decision tree model.

§  Supporting file 6

A spreadsheet recording numerous iterations for hyperparameter tuning for random forest model.

§  Supporting file 7

A spreadsheet recording binning performance before data integration (batch 1).

§  Supporting file 8

A spreadsheet recording binning performance before data integration (batch 2).

§  Supporting file 9

A spreadsheet recording binning performance after inter-batch data integration.

§  Supporting dataset 1

A zip collection of DESI-MSI raw data for the trainging dataset.

§  Supporting dataset 2

A zip collection of DESI-MSI raw data for the external dataset used for data ingestion.

§  Supporting dataset 3

A zip collection of MS raw data for the fine-needle aspiration smear DESI-MSI dataset.

§  Supporting dataset 4

A zip collection of MS raw data for the direction infusion dataset.

§  Supporting dataset 5

A zip collection of histograms of the m/z buckets before data integration (batch 1).

§  Supporting dataset 6

A zip collection of histograms of the m/z buckets before data integration (batch 2).

§  Supporting dataset 7

A zip collection of histograms of the m/z buckets after inter-batch data integration.
DOI: 10.5284/1086883
title: Site Data from an Archaeological Watching Brief at 214 Bassett Green Road, Southampton 2018 (SOU 1762)

description: This collection comprises the Digital Archive (reports, site images, a survey drawing, spreadsheets and site records) from an archaeological watching brief during construction works for a new dwelling at 214 Bassett Green Road, Southampton. Work was commissioned by Impact Homes Ltd and undertaken by Wessex Archaeology in August 2018. A lack of archaeological features and deposits identified may be due to previous development undertaken at the site, part of which was demolished as part of the current development.
DOI: 10.5517/ccdc.csd.cc2bcnt6
title: CCDC 2156168: Experimental Crystal Structure Determination

description: Related Article: Manickam Bakthadoss, Manickam Surendar, Sivasubramaniyan Kavikumar, Raj Laxmi Shaw, Alapati Yaswanth, Duddu S. Sharada|2025|Org.Lett.|27|9606|doi:10.1021/acs.orglett.5c02558
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.f6s6vn
title: Occurrence Download

description: A dataset containing 1014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Pseudasthenes cactorum"
 ]
}

 The dataset includes 1014 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010872-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqujut
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytellina laceridens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010871-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17143181
title: Normal Faulting and Tectonic Model of the Bending Bamei-Kangding Segment along the Southern Xianshuihe Fault Zone in Eastern Tibet
DOI: 10.15468/dl.qnu8hp
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alosa kessleri)",
 "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 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010873-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zy8bt
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010874-250914085247600/datasets/export for details.
DOI: 10.15468/dl.ufwybt
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010875-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48329/bava-n328
title: CPRD Aurum September 2025

description: The CPRD Aurum database contains longitudinal routinely-collected electronic health records (EHR) from UK primary care practices using EMIS® general practice patient management software. The database captures information on demographic characteristics; diagnoses and symptoms; drug exposures; vaccination history; laboratory tests; and referrals to hospital and specialist care.
description: Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval via CPRD's Research Data Governance Process. Further information is available at https://www.cprd.com/data-access.
description: Please contact enquiries@cprd.com for further information or if you have any questions.
DOI: 10.15468/dl.22cs39
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytellina regia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010876-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14215703
title: EACTS Adult Cardiac Database (ACD)

description: EACTS is the home for the global cardiothoracic surgical community.


We exist to improve outcomes for patients with heart and lung conditions by supporting the global surgical cardiothoracic community and informing best practice with first-class education, cutting-edge learning opportunities, world-renowned journals and publications and pioneering research.

https://www.eacts.org/



About the ACD


The EACTS Adult Cardiac Database (ACD) is a collaborative registry and benchmarking tool of cardiac surgical data for centres on an international scale, giving surgical teams the advanced data tools and insights to continually improve outcomes for patients.



Register your interest


https://airtable.com/appRF0GOfjFh6RtRS/pagHKi67AmcK76r2R/form
DOI: 10.5281/zenodo.16752601
title: EACTS Adult Cardiac Database (ACD)

description: EACTS is the home for the global cardiothoracic surgical community.


We exist to improve outcomes for patients with heart and lung conditions by supporting the global surgical cardiothoracic community and informing best practice with first-class education, cutting-edge learning opportunities, world-renowned journals and publications and pioneering research.

https://www.eacts.org/



About the ACD


The EACTS Adult Cardiac Database (ACD) is a collaborative registry and benchmarking tool of cardiac surgical data for centres on an international scale, giving surgical teams the advanced data tools and insights to continually improve outcomes for patients.



Register your interest


https://airtable.com/appRF0GOfjFh6RtRS/pagHKi67AmcK76r2R/form
DOI: 10.15468/dl.2fb97g
title: Occurrence Download

description: A dataset containing 3848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Angelica heterocarpa"
 ]
}

 The dataset includes 3848 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010877-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17143151
title: macrurocyttus_acanthopodus_spades_01.fasta.gz
DOI: 10.5281/zenodo.17143152
title: macrurocyttus_acanthopodus_spades_01.fasta.gz
DOI: 10.15468/dl.qucxvt
title: Occurrence Download

description: A dataset containing 1882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plethodon ventralis"
 ]
}

 The dataset includes 1882 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010879-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1086800
title: Site Data from an Archaeological Watching Brief at 46 High Road, Southampton 2019 (SOU 1828)

description: This collection comprises of site data from an archaeological watching brief during the groundworks for the construction of an extension to the rear of the building at 46 High Road, Southampton, SO16 2JF. Wessex Archaeology was commissioned by MYA Property Ltd to carry out the watching brief. It was observed that over the majority of the Site, and particularly in the west, that the surface of the upper brickearth deposit, as well as the original topsoil and subsoil, had been truncated by the original and subsequent building work, removing any possible or potential archaeological features or deposits.
DOI: 10.15468/dl.nf8uen
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clypeobarbus pleuropholis)",
 "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 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010880-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kyd4d
title: Occurrence Download

description: A dataset containing 28747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Spatula querquedula",
 "Year 2000-2025"
 ]
}

 The dataset includes 28747 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010878-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26vjsh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine glanduligera",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010882-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4rpft
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytellina simulans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010883-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69y4hn
title: Occurrence Download

description: A dataset containing 4274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Daktulosphaira vitifoliae"
 ]
}

 The dataset includes 4274 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010884-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb9nqy
title: Occurrence Download

description: A dataset containing 21357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Icacinales",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21357 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022470-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwa38a
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daphnopsis occulta Nevling"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153245-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvqejf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pelargonium caespitosum subsp. caespitosum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276442-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb449g
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005752-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdqqkq
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Capparales",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 665 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022481-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqgz2r
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinizia jueirana-facao G.P.Lewis & G.S.Siqueira"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153244-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.698w78
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Hiptage benghalensis (L.) Kurz"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275373-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mjnms
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton huajuapanensis Mart.Gord. & Cruz Durán"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153247-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3mvba
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005717-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz8jmd
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum rupicola Ridl."
 ]
}

 The dataset includes 32 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153246-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0ccor6
title: Occurrence Download

description: A dataset containing 5345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gunnerales",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5345 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022477-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kphksc
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypella oreophila Speg."
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153248-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s5qg5
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.5 -46,-69.5 -46,-69.5 -30,-75.5 -30,-75.5 -46))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phymaturus Gravenhorst, 1838",
 "Year 1810-1975"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012523-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6y7x7
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sea lamprey distribution and abundance in the River Spey: phases II and III, 2001/2002"
 ]
}

 The dataset includes 92 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005763-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2v4mi
title: Occurrence Download

description: A dataset containing 7672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Garryales",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7672 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022474-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.