cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.g4bekk
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((140 -10,150 -10,150 0,140 0,140 -10))"
 ]
}

 The dataset includes 330 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014940-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17047029
title: Sea currents data from South-Western Black Sea, September 2021

description: The dataset contains sea currents data collected in South-Western Black Sea withing the Turkish EEZ in September 2021 in framework of the R/V Bilim-2 cruise supported by EU-funded BRIDGE-BS project.

The data on sea currents velocities were acquired aboard the research vessel R/V Bilim-2 with ADCP OS150. Raw data were processed with CODAS software, imported to ODV collection and, upon finalizing quality control, exported to output file.
DOI: 10.6084/m9.figshare.30349675
title: LLMs & Misgendering - Data

description: This study will investigate the extent to which Large Language Models (LLM) are able to process non-binary language across English, French and German. This will be examined with two primary intentions, the first of which is to distinguish various strengths and weaknesses of different LLMs within different languages, specifically, which models are more or less likely to misgender non-binary referents, and in which linguistic contexts. Secondly, selected model outputs will be studied as instances of non-human errors, in order to explore how the (in)ability of LLMs to comprehend and generate non-binary language contributes to the broader discussion of whether these models can truly understand language in a human-like way.
DOI: 10.6084/m9.figshare.30349675.v1
title: LLMs & Misgendering - Data

description: This study will investigate the extent to which Large Language Models (LLM) are able to process non-binary language across English, French and German. This will be examined with two primary intentions, the first of which is to distinguish various strengths and weaknesses of different LLMs within different languages, specifically, which models are more or less likely to misgender non-binary referents, and in which linguistic contexts. Secondly, selected model outputs will be studied as instances of non-human errors, in order to explore how the (in)ability of LLMs to comprehend and generate non-binary language contributes to the broader discussion of whether these models can truly understand language in a human-like way.
DOI: 10.15468/dl.jdug57
title: Occurrence Download

description: A dataset containing 54737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.27538 35.62009,-78.61517 35.61874,-78.60264 36.31723,-79.27268 36.31946,-79.27268 36.2884,-79.27268 36.18309,-79.27538 35.62009))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vireo olivaceus",
 "Year 1995-2025"
 ]
}

 The dataset includes 54737 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014881-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ykpdw
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera picensis"
 ]
}

 The dataset includes 297 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014943-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8axb5j
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EventDate is greater than or equal to 2015-01-01",
 "StateProvince is one of (Idaho, Washington)",
 "TaxonKey is Cydia pomonella"
 ]
}

 The dataset includes 166 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014944-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xsm2f
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 10,130 10,130 20,120 20,120 10))"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014948-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdhq9z
title: Occurrence Download

description: A dataset containing 3425 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Erigeron humilis)"
 ]
}

 The dataset includes 3425 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014947-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y4v4m
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -10,160 -10,160 0,150 0,150 -10))"
 ]
}

 The dataset includes 170 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014949-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u4ea6
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Washington",
 "TaxonKey is Cydia pomonella"
 ]
}

 The dataset includes 155 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014950-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347447
title: Deep mutational scanning reveals pharmacologically relevant insights into TYK2 signaling and disease

description: This record contains supplementary data files related to Deep mutational scanning to characterize the mechanistic role of TYK2 in immune signaling and disease, described below.

  -  tyk2.bcmap-final.tsv.gz and tyk2-vamp.bcmap-final.tsv.gz each are large TSV files containing an oligonucleotide-barcode map for the DMS and flowDMS experiments, respectively. Each map contains two columns: (i) the barcode sequence and (ii) the oligonucleotide (variant) identifier.

  -  The four *mapped-counts.tsv.gz files are each TSV files, one per experimental dataset (three DMS and one flowDMS), containing all barcodes joined to the relevant barcode map across all samples. Each file contains the following columns:




sample
the sample identifier corresponding to the file names in each barcode-counts directory


barcode
barcode sequence


count
read count


lib
library ID (always OCNT-DMSLIB-1)


chunk
chunk identifier


wt_aa
reference amino acid


pos
amino acid position


mut_aa
mutated amino acid


wt_codon
reference codon sequence


mut_codon
mutated codon sequence


condition
name of treatment condition


condition_conc
dosage of treatment compound, if relevnat


stop_counts
the natural log of the sum of stop-associated barcodes for the containing chunk
DOI: 10.5281/zenodo.15347448
title: Deep mutational scanning reveals pharmacologically relevant insights into TYK2 signaling and disease

description: This record contains supplementary data files related to Deep mutational scanning to characterize the mechanistic role of TYK2 in immune signaling and disease, described below.

  -  tyk2.bcmap-final.tsv.gz and tyk2-vamp.bcmap-final.tsv.gz each are large TSV files containing an oligonucleotide-barcode map for the DMS and flowDMS experiments, respectively. Each map contains two columns: (i) the barcode sequence and (ii) the oligonucleotide (variant) identifier.

  -  The four *mapped-counts.tsv.gz files are each TSV files, one per experimental dataset (three DMS and one flowDMS), containing all barcodes joined to the relevant barcode map across all samples. Each file contains the following columns:




sample
the sample identifier corresponding to the file names in each barcode-counts directory


barcode
barcode sequence


count
read count


lib
library ID (always OCNT-DMSLIB-1)


chunk
chunk identifier


wt_aa
reference amino acid


pos
amino acid position


mut_aa
mutated amino acid


wt_codon
reference codon sequence


mut_codon
mutated codon sequence


condition
name of treatment condition


condition_conc
dosage of treatment compound, if relevnat


stop_counts
the natural log of the sum of stop-associated barcodes for the containing chunk
DOI: 10.34740/kaggle/dsv/13374220
title: Artist Datasets
DOI: 10.15468/dl.xuebps
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Idaho",
 "TaxonKey is Pygmarrhopalites arcus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014951-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13374230
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.249j3n
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((160 -10,170 -10,170 0,160 0,160 -10))"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014952-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeqbue
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-91.4823 15.31435,-91.48396 15.31377,-91.4854 15.31354,-91.48626 15.31329,-91.48721 15.31205,-91.48698 15.31089,-91.48668 15.30989,-91.48573 15.30923,-91.48447 15.3084,-91.48387 15.30923,-91.48285 15.30948,-91.48204 15.30933,-91.48149 15.30923,-91.4807 15.31032,-91.47994 15.31071,-91.47895 15.31048,-91.47811 15.31009,-91.47681 15.30982,-91.4761 15.31053,-91.47579 15.31076,-91.47542 15.31147,-91.47499 15.3123,-91.47582 15.31361,-91.47656 15.3147,-91.47753 15.31521,-91.48103 15.31456,-91.4823 15.31435))"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014953-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxa44u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cassipourea gummiflua",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014955-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17315983
title: Meta2DB: Curated Shotgun Metagenomic Feature Sets and Metadata for Health State Prediction

description: Meta2DB is a curated metagenomic and metadata database that provides structurally consistent microbiome taxonomy feature count tables for 13,897 samples across 84 studies, 23 disease states, and 34 geographical locations.
DOI: 10.5281/zenodo.17315984
title: Meta2DB: Curated Shotgun Metagenomic Feature Sets and Metadata for Health State Prediction

description: Meta2DB is a curated metagenomic and metadata database that provides structurally consistent microbiome taxonomy feature count tables for 13,897 samples across 84 studies, 23 disease states, and 34 geographical locations.
DOI: 10.15468/dl.4v7rbp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.52429 23.98718,-94.47571 23.98718,-94.47571 36.01282,-124.52429 36.01282,-124.52429 23.98718))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erpetogomphus molossus"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014954-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fkdnt
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ilex amelanchier)",
 "StateProvince is one of (Alabama, Florida, Georgia, Louisiana, Mississippi, North Carolina, South Carolina)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 567 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014956-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13374207
title: Wikipedia Dataset
DOI: 10.15468/dl.bdzhvu
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera nana"
 ]
}

 The dataset includes 96 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014957-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wys5gs
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhynchosia capensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014958-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nnf5w
title: Occurrence Download

description: A dataset containing 3711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcoramphus papa",
 "Country is Colombia",
 "HasCoordinate is true",
 "Year is greater than or equal to 2023",
 "Year is less than or equal to 2025",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 3711 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014960-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17299729
title: Figure 13 EUV animations (non-jet cases) — Helium-3 Enrichment in GSEP Events.

description: This record contains the 11 per-panel EUV animations for Figure 13 (non-jet-associated sources) in Bucik et al., Helium-3 Enrichment in Gradual Solar Energetic Particle Events: Evidence for Jet-Supplied Seed Population (accepted for publication in ApJ). Filenames are fig_13_event_<ID>.mp4. Each movie shows running-difference EUV images from SDO/AIA (171 Å, 304 Å) or STEREO-A/EUVI (195 Å).
DOI: 10.5281/zenodo.17299730
title: Figure 13 EUV animations (non-jet cases) — Helium-3 Enrichment in GSEP Events.

description: This record contains the 11 per-panel EUV animations for Figure 13 (non-jet-associated sources) in Bucik et al., Helium-3 Enrichment in Gradual Solar Energetic Particle Events: Evidence for Jet-Supplied Seed Population (accepted for publication in ApJ). Filenames are fig_13_event_<ID>.mp4. Each movie shows running-difference EUV images from SDO/AIA (171 Å, 304 Å) or STEREO-A/EUVI (195 Å).
DOI: 10.15468/dl.mbrm9r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((110 10,120 10,120 20,110 20,110 10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014961-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.17299167
title: Figure 8 EUV animations (jet cases) — Helium-3 Enrichment in GSEP Events.

description: This record contains the 12 per-panel EUV animations for Figure 8 (jet-associated sources) in Bucik et al., Helium-3 Enrichment in Gradual Solar Energetic Particle Events: Evidence for Jet-Supplied Seed Population (accepted for publication in ApJ). Filenames are fig_8_event_<ID>.mp4. Each movie shows running-difference EUV images from SDO/AIA (171 Å, 304 Å) or STEREO-A/EUVI (195 Å, 304 Å).
DOI: 10.5281/zenodo.17299168
title: Figure 8 EUV animations (jet cases) — Helium-3 Enrichment in GSEP Events.

description: This record contains the 12 per-panel EUV animations for Figure 8 (jet-associated sources) in Bucik et al., Helium-3 Enrichment in Gradual Solar Energetic Particle Events: Evidence for Jet-Supplied Seed Population (accepted for publication in ApJ). Filenames are fig_8_event_<ID>.mp4. Each movie shows running-difference EUV images from SDO/AIA (171 Å, 304 Å) or STEREO-A/EUVI (195 Å, 304 Å).
DOI: 10.15468/dl.b8cyf4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((100 10,110 10,110 20,100 20,100 10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014962-251009101135966/datasets/export for details.
DOI: 10.15468/dl.m7f6y9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((170 -10,180 -10,180 0,170 0,170 -10))"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014963-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/z2fdu
title: Registered report: Do individual differences in cognitive ability or personality predict noticing in inattentional blindness tasks?

description: Project page for a 2-study registered report examining individual differences in inattention blindness. The project page includes the manuscript, data, and code. Start from the Wiki that describes all of the content and provides links to all materials. This project was completed as part of the OSF/Templeton consciousness call for registered reports. The Stage 1 in-principle-accepted manuscript was registered at https://osf.io/kw2gy/overview.
DOI: 10.15468/dl.jmqtdp
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera longituba"
 ]
}

 The dataset includes 62 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014965-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13374268
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17344086
title: Symmetry and Memory in Driven Disordered Systems raw dataset

description: The zip file contains the relevant raw data files that can be used to reproduce analysis and figures in a paper titled, 'Symmetry and Memory in Driven Disordered Systems'
DOI: 10.5281/zenodo.17344087
title: Symmetry and Memory in Driven Disordered Systems raw dataset

description: The zip file contains the relevant raw data files that can be used to reproduce analysis and figures in a paper titled, 'Symmetry and Memory in Driven Disordered Systems'
DOI: 10.15468/dl.ksh99x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 10,100 10,100 20,90 20,90 10))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014967-251009101135966/datasets/export for details.
DOI: 10.15468/dl.zpkg68
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Geometry POLYGON((-134.96909 20.30761,-89.03091 20.30761,-89.03091 38.69239,-134.96909 38.69239,-134.96909 20.30761))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erpetogomphus lampropeltis"
 ]
}

 The dataset includes 700 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014964-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.