cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ehe8zm
title: Occurrence Download

description: A dataset containing 204786 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Türkiye",
 "Country is Greece",
 "Country is Italy",
 "Country is Montenegro",
 "Country is Croatia",
 "Country is Slovenia",
 "Country is France",
 "Country is Spain"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Corylus avellana L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 204786 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019720-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfvj0c
title: Occurrence Download

description: A dataset containing 15672 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Poissons d'eau douce de Guyane française"
 ]
}

 The dataset includes 15672 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014365-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t34cbv
title: Occurrence Download

description: A dataset containing 8928 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is City of Amsterdam (NL) - Fyke Fishing Piet Ruiter"
 ]
}

 The dataset includes 8928 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019721-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjyzjt
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Sinojackia xylocarpa Hu"
 ]
}

 The dataset includes 71 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178575-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsl0w5
title: Occurrence Download

description: A dataset containing 2944 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Schistosoma mansoni Sambon, 1907",
 "TaxonKey is Schizachyrium condensatum (Kunth) Nees",
 "TaxonKey is Schizachyrium maclaudii (Jacq.-Fél.) S.T.Blake"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2944 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019721-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpyd8w
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Occurrence records of southern African aquatic biodiversity",
 "TaxonKey is Argyrosomus coronus Griffiths & Heemstra, 1995"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191675-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owicvp
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinomys branickii Peters, 1873"
 ]
}

 The dataset includes 188 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019725-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u8qhf
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ninox jacquinoti (Bonaparte, 1850)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 132 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005481-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxnh55
title: Occurrence Download

description: A dataset containing 3899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.8991 -16.17222,35.37769 -16.17222,35.37769 -15.86872,34.8991 -15.86872,34.8991 -16.17222))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3899 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019722-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajahll
title: Occurrence Download

description: A dataset containing 5623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arizona elegans Kennicott, 1859"
 ]
}

 The dataset includes 5623 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019723-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z83wmm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla bornmuelleri Borbás"
 ]
}

 The dataset includes 12 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153626-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sh7ta
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrophytum asterias (Zucc.) Lem."
 ]
}

 The dataset includes 345 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005484-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeqswe
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bisons Collection"
 ]
}

 The dataset includes 743 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019723-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujkvqv
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Zelkova schneideriana Hand.-Mazz."
 ]
}

 The dataset includes 201 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178576-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pow95s
title: Occurrence Download

description: A dataset containing 354114 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is El Salvador"
 ]
}

 The dataset includes 354114 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019723-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtqsw5
title: Occurrence Download

description: A dataset containing 170543 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is England Non Native Species records 1965 to 2017"
 ]
}

 The dataset includes 170543 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153641-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqdlpg
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Galictis vittata (Schreber, 1776)"
 ]
}

 The dataset includes 138 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019724-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjt5dn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Etlingera yunnanensis (T.L.Wu & S.J.Chen) R.M.Sm."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178589-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5caaqf
title: Occurrence Download

description: A dataset listing the 8757 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Type herbarium, Göttingen (GOET)"
 ]
}

 The dataset's 8757 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048718-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruizag
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcochilus rarus Schltr."
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019724-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk78sx
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ephippiger provincialis Yersin, 1854",
 "Year 1990-2021"
 ]
}

 The dataset includes 99 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224326-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfia6x
title: Occurrence Download

description: A dataset containing 983 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Schizoporella japonica Ortmann, 1890",
 "TaxonKey is Schizoporella pungens Canu & Bassler, 1928",
 "TaxonKey is Schizoporella unicornis (Johnston, 1844)",
 "TaxonKey is Schizostachyum glaucifolium (Rupr.) Munro"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 983 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019726-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56ps5x
title: Occurrence Download

description: A dataset containing 44581 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culex quinquefasciatus Say, 1823"
 ]
}

 The dataset includes 44581 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192831-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgecgj
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Coordinate invalid",
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum invalid",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision invalid",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Recorded date invalid",
 "Issue is Recorded date unlikely",
 "Issue is Taxon match fuzzy",
 "Issue is Taxon match higher rank",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Xylosandrus germanus (Blandford, 1894) Blandford, 1894",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 265 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019726-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17292864
title: Software Identity Resolution Benchmark – Gold Standard Dataset

description: Curated dataset accompanying the Software Identity Resolution Benchmark. It provides human-verified pairwise annotations for evaluating software metadata identity resolution.

Contents



Canonical dataset: data/annotations.xlsx

Machine-readable export: data/annotations.jsonl

Schema and codebook: schema.json, codebook.md

Conversion and validation scripts: convert_xlsx_to_jsonl.py, validate.py

Docs: annotation_rationale.md


License



Data: CC-BY-4.0

Code: MIT
description: This release updates repository metadata to improve citation and interoperability.



Added preferred-citation section to CITATION.cff, with type dataset.

Added DOI to CITATION.cff

No changes to code or functionality
DOI: 10.5281/zenodo.17293856
title: Software Identity Resolution Benchmark – Gold Standard Dataset

description: Curated dataset accompanying the Software Identity Resolution Benchmark. It provides human-verified pairwise annotations for evaluating software metadata identity resolution.

Contents



Canonical dataset: data/annotations.xlsx

Machine-readable export: data/annotations.jsonl

Schema and codebook: schema.json, codebook.md

Conversion and validation scripts: convert_xlsx_to_jsonl.py, validate.py

Docs: annotation_rationale.md


License



Data: CC-BY-4.0

Code: MIT
description: This release updates repository metadata to improve citation and interoperability.



Added preferred-citation section to CITATION.cff, with type dataset.

Added DOI to CITATION.cff

No changes to code or functionality
DOI: 10.13140/rg.2.1.2278.3203
title: Citation: Researchers who cited publications, https://www.researchgate.net/publication/281280810; Ostroumov S.A., on environment, ecology, water, ecotoxicology, nanotoxicology, bioassay, non-animal testing; U.S., Germany, Switzerland, Italy, Japan, China,
DOI: 10.5281/zenodo.16750940
title: Data for Cosmic CO and [CII] Backgrounds Chart Star-Forming Gas over 12 Gyr

description: We release new measurements of the cosmic CO and [CII] line backgrounds using a tomographic intensity mapping approach. These mean line intensities represent the integrated background emission from all sources in the cosmic web, including galaxies too faint to detect individually, and potentially diffuse gas extending beyond galaxies.

This work builds upon a companion study by Chiang et al. (2025, arXiv:2504.05384), which measured the redshift evolution of the cosmic infrared background (CIB) through spatial cross-correlations between diffuse intensity maps and reference galaxies over redshifts 0 < z < 4. Specifically, that study combines 11 maps from Planck, Herschel, and IRAS with over 3 million spectroscopic galaxies from SDSS, BOSS, and eBOSS, producing a tomographic data vector of CIB–galaxy correlations across a wide frequency-redshift domain. The companion paper focused on interpreting and extracting information from the CIB continuum, leading to a census of cosmic dust and star formation history.

Here, we extend and reanalyze the same tomographic cross-correlation data to isolate line contributions from CO and [CII], key spectral features in the far-infrared to millimeter wave for galaxy studies and intensity mapping. These lines are identified statistically through their frequency- and redshift-dependent imprint in the CIB-galaxy cross-correlation amplitudes. Our continuum-plus-line fitting yields the first detections of the cosmic CO background at 7σ significance and [CII] at 3σ over 0 < z < 4. The [CII] signal corresponds to the 158-micron fine-structure line, while the CO background includes nine rotational transitions from J = 1–0 to J = 9–8, starting at 115.27 GHz with uniform frequency spacing.

The released data file provides empirically measured sky monopole brightness temperatures of [CII] and nine CO lines in microkelvin (μK), tabulated as functions of redshift over 0 < z < 12 and observed frequency in GHz. Best-fit values correspond to posterior medians, with 68% credible intervals also provided, representing the first constraints on the cosmic mean CO and [CII] intensities.

This data release provides a key empirical baseline for future CO and [CII] line-intensity mapping experiments to anchor expected signal strengths, facilitating survey designs and forecasts to unlock potential astrophysical and cosmological applications. It also serves as a reference for comparison with galaxy surveys in studies of star formation, molecular gas, and large-scale structure using these lines.

Version 2 note: This release incorporates the corrected Herschel SPIRE filter response functions for extended sources as described in the SPIRE Observers’ Manual, replacing incorrect profiles previously used from the SVO database. This update is propagated from the companion work (Chiang et al. 2025, arXiv:2504.05384), leading to only minor changes in the recovered CO and [CII] amplitudes.
DOI: 10.15156/bio/sh1128160.10fu
title: SH1128160.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1128162.10fu
title: SH1128162.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1128164.10fu
title: SH1128164.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.