cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h16vm0
title: Occurrence Download

description: A dataset containing 4885882 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 4885882 records from 1511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014891-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc9jsk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028608-250827131500795/datasets/export for details.
DOI: 10.15468/dl.4canwm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028609-250827131500795/datasets/export for details.
DOI: 10.15468/dl.bnvnuu
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdinus marmoratus",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 361 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028610-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyhzm4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus nigra",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028611-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fuc3y
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028612-250827131500795/datasets/export for details.
DOI: 10.15468/dl.athze4
title: Occurrence Download

description: A dataset containing 1642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Micrathene whitneyi"
 ]
}

 The dataset includes 1642 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028613-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sswq39
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028615-250827131500795/datasets/export for details.
DOI: 10.25345/c5cn6zc27
title: MassIVE MSV000099040 - DYEatom cruise dissolved meta-lipidome from infected and lysed diatom blooms
title: Dissolved meta-lipidome from the DYEatom cruise to the California Coastal Ecosystem. One liter of seawater for the 55% light level and the deep chlorophyll max was filtered through a 0.2 micron Corning filter, spiked with internal standard, and extracted onto a solid phase extraction cartridge (Waters HLB 6cc). Dissolved metabolomes were eluted through the SPE cartridges using methanol, and the lipidome was analyzed using reverse-phase HPLC and Orbitrap mass spectrometry.
DOI: 10.15468/dl.xz5xdw
title: Occurrence Download

description: A dataset containing 40903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Pyrrharctia isabella"
 ]
}

 The dataset includes 40903 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028614-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g7qt2
title: Occurrence Download

description: A dataset containing 75336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Argiope"
 ]
}

 The dataset includes 75336 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028555-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m8deq
title: Occurrence Download

description: A dataset containing 9214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agropsar philippensis"
 ]
}

 The dataset includes 9214 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028616-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r86h83
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leuzea conifera"
 ]
}

 The dataset includes 141 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028618-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17059547
title: TAQIQLASHDA ODOB, E'TIBOR VA MADANIY QADRIYATLAR IFODASI
DOI: 10.5281/zenodo.17059548
title: TAQIQLASHDA ODOB, E'TIBOR VA MADANIY QADRIYATLAR IFODASI
DOI: 10.15468/dl.ab8454
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tetracamphilius pectinatus)",
 "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 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028619-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw9edt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is Sierra Leone",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028621-250827131500795/datasets/export for details.
DOI: 10.15468/dl.sps45v
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028622-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g895np
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 230 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028623-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6dpk2
title: Occurrence Download

description: A dataset containing 1141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdinus atrigularis",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1141 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028624-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95248j
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum suspensum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028625-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nqxxk
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum suspensum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028626-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fc9d5
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leuzea cynaroides"
 ]
}

 The dataset includes 209 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028627-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17059555
title: ЮМОРИСТИК КОНТЕНТГА ОИД МАТЕРИАЛЛАРДАН ФОЙДАЛАНИШНИНГ ЛИНГВИСТИК  ХУСУСИЯТЛАРИ.
DOI: 10.5281/zenodo.17059556
title: ЮМОРИСТИК КОНТЕНТГА ОИД МАТЕРИАЛЛАРДАН ФОЙДАЛАНИШНИНГ ЛИНГВИСТИК  ХУСУСИЯТЛАРИ.
DOI: 10.15468/dl.v2t6xh
title: Occurrence Download

description: A dataset containing 88191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "CoordinateUncertaintyInMeters 14599.0-1000000.0",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 88191 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028594-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6ceqq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is Cabo Verde",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028628-250827131500795/datasets/export for details.
DOI: 10.15468/dl.t6xq47
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028629-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjn6vh
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Petrochromis fasciolatus)",
 "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 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028630-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdhyfh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela canopus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028631-250827131500795/datasets/export for details.
DOI: 10.25345/c57w67j8v
title: MassIVE MSV000099041 - another resubmission of 15 benzodiazepines for molecular networking
title: trying this again; submission of 15 MSMS files for benzodiazepine standards run in MeOH on a 6545 Agilent LC-QToF-MS/MS
DOI: 10.15468/dl.bbj6p3
title: Occurrence Download

description: A dataset containing 7231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malacopteron affine",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7231 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028632-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23e984
title: Occurrence Download

description: A dataset containing 98810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neophron percnopterus",
 "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 98810 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028522-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15848169
title: Observing network dynamics through sentinel nodes

description: This repository holds simulation and analysis data for the manuscript, "Observing network dynamics through sentinel nodes". The computer code for this project is maintained at https://github.com/ngmaclaren/observe. To use the data located here, on Zenodo, with the code located on GitHub, place and extract the tar files and check5.rds in ./observe/data and the remaining files in ./observe/analysis. Note that networks.tar contains empirical networks originally published elsewhere; these networks are available at https://networks.skewed.de/ or from the original sources.
DOI: 10.5281/zenodo.15848170
title: Observing network dynamics through sentinel nodes

description: This repository holds simulation and analysis data for the manuscript, "Observing network dynamics through sentinel nodes". The computer code for this project is maintained at https://github.com/ngmaclaren/observe. To use the data located here, on Zenodo, with the code located on GitHub, place and extract the tar files and check5.rds in ./observe/data and the remaining files in ./observe/analysis. Note that networks.tar contains empirical networks originally published elsewhere; these networks are available at https://networks.skewed.de/ or from the original sources.
DOI: 10.15468/dl.qz44zc
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum tinus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 357 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028636-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew9jft
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum tinus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 531 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028635-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17059559
title: THE CONTRIBUTIONS OF NIZOMIDDIN MAHMUDOV TO THE EMERGENCE AND DEVELOPMENT OF NEW APPROACHES TO UZBEK LINGUISTICS
DOI: 10.5281/zenodo.17059558
title: THE CONTRIBUTIONS OF NIZOMIDDIN MAHMUDOV TO THE EMERGENCE AND DEVELOPMENT OF NEW APPROACHES TO UZBEK LINGUISTICS
DOI: 10.15468/dl.e8sqp8
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum tinus",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028637-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwxvby
title: Occurrence Download

description: A dataset containing 14563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacopa monnieri"
 ]
}

 The dataset includes 14563 records from 433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028634-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.actee8
title: Occurrence Download

description: A dataset containing 30279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "LifeStage is Larva",
 "TaxonKey is Pyrrharctia isabella"
 ]
}

 The dataset includes 30279 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028638-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhgn2q
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028639-250827131500795/datasets/export for details.
DOI: 10.15468/dl.gnc9um
title: Occurrence Download

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

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028640-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byf9x4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028641-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ggypuy
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malacopteron albogulare",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028642-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syds33
title: Occurrence Download

description: A dataset containing 1251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Porochilus argenteus)",
 "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 1251 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028643-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q668x
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.51873 20.74326,-98.93282 11.35514,-84.62712 14.66334,-86.86239 23.78322,-96.51873 20.74326))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Octopus maya"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028644-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13854783
title: UVAE: Integration of Unpaired and Heterogeneous Clinical Flow Cytometry Data

description: UVAE: Integration of Unpaired and Heterogeneous Clinical Flow Cytometry Data

This repository contains training data, metadata, and results for the above publication.

'data.zip' contains the subsampled flow cytometry data and clinical metadata for the lineage and chemokine panels.

'toy-data.zip' contains the synthetic data used for benchmarks and the associated source flow file.

'data-cycombine-comp.zip' contains the processed DFCI and van Gassen datasets used for model comparison.

'models-integration.zip' contains the trained UVAE models for lineage and chemokine panels, as well as imputed marker data.

'models-severity.zip' contains the trained COVID severity regression models, as well as their scores and gradient attribution plots. 

Note that 'models-integration' and 'models-severity' are trained on the entire CIRCO data (the severity models regression was performed on 4 held-out folds, but the initial integration and cluster definition were performed on the entire dataset). These are not the same as in the cross-validation section of the paper which shows test scores.