cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0162157.10fu
title: SH0162157.10FU

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/sh0162158.10fu
title: SH0162158.10FU

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/sh0162159.10fu
title: SH0162159.10FU

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/sh0162160.10fu
title: SH0162160.10FU

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/sh0162161.10fu
title: SH0162161.10FU

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/sh0162162.10fu
title: SH0162162.10FU

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/sh0162163.10fu
title: SH0162163.10FU

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/sh0162164.10fu
title: SH0162164.10FU

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: 10.21227/ws5f-nz09
title: "Synthetic Neuromotor Variability Dataset with Conserved Variability Budget Across Functional States"

description: "We present a synthetic neuromotor dataset designed to study movement variability as an actively regulated property of motor control rather than as unstructured noise. The dataset models motor behavior as a high-dimensional stochastic dynamical system operating under a constrained total variability budget, formalized as the trace of the covariance matrix of the motor state. This formulation enables systematic investigation of how variability can be redistributed across degrees of freedom without changing its global magnitude and how pathological states emerge when this conservation principle is violated.The dataset consists of long multivariate time series (10,000 samples per condition) in a 10-dimensional motor state space, decomposing variability into irreducible noise (constant across conditions) and regulated noise (task and context-dependent). Five conditions are simulated: healthy baseline, task-constrained performance, high environmental uncertainty, pathological variability collapse and post-rehabilitation recovery. In all non-pathological conditions, total variability is conserved while variance is reallocated across dimensions; in the pathological condition, the total variability budget is reduced to model rigid and low-entropy motor dynamics.For each condition, we provide time-series data, covariance matrices, eigenspectra, power spectral density estimates and multivariate entropy measures, along with structured metadata. The dataset is suitable for analysis using statistical learning, signal processing and dynamical systems methods and supports research on motor learning, neuromotor disorders, rehabilitation and variability-based biomarkers. By offering an open, reproducible and computationally lightweight benchmark, this dataset enables principled exploration of conserved variability, dimensional reorganization and recovery dynamics in neuromotor control."
DOI: 10.15468/dl.apxr9j
title: Occurrence Download

description: A dataset containing 1704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ornithogalum umbellatum, Ornithogalum orthophyllum, Ornithogalum angustifolium, Ornithogalum angustifolium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1704 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000291-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3dawu
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rehia nervata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000292-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18522515
title: The Pointlessness for the Target, the Security for Everyone Else

description: Abstract

This paper documents how U.S. public systems that purport to provide safety and redress—housing authorities, police, grievance offices, ombuds institutions, and legal aid—function in practice as mechanisms of risk displacement rather than harm resolution. Drawing on federal regulations, housing scholarship, policing data, and administrative burden theory, it demonstrates that reporting harm often increases danger for marginalized populations while preserving institutional legitimacy and job security.

The paper argues that this asymmetry is designed, not accidental, and that procedural compliance substitutes for material safety in ways that systematically disadvantage Black families and other racialized groups.
DOI: 10.5281/zenodo.18522516
title: The Pointlessness for the Target, the Security for Everyone Else

description: Abstract

This paper documents how U.S. public systems that purport to provide safety and redress—housing authorities, police, grievance offices, ombuds institutions, and legal aid—function in practice as mechanisms of risk displacement rather than harm resolution. Drawing on federal regulations, housing scholarship, policing data, and administrative burden theory, it demonstrates that reporting harm often increases danger for marginalized populations while preserving institutional legitimacy and job security.

The paper argues that this asymmetry is designed, not accidental, and that procedural compliance substitutes for material safety in ways that systematically disadvantage Black families and other racialized groups.
DOI: 10.15468/dl.ea953e
title: Occurrence Download

description: A dataset containing 248679 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((24.9197571864032 -31.6121645512985,26.9212953912917 -31.9975529399523,27.7386155877145 -31.0014756824746,27.3127264119342 -30.6721473637914,26.8518477777262 -30.6144636900807,26.0663630013442 -30.4343700345768,25.5292896232963 -30.4920766070087,25.03241475792 -30.6971586110797,24.9197571864032 -31.6121645512985)))"
 ]
}

 The dataset includes 248679 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000255-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgjjxr
title: Occurrence Download

description: A dataset containing 361568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrodinium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 361568 records from 614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000269-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxdr2z
title: Occurrence Download

description: A dataset containing 6147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Peucedanum cervaria, Cervaria rivini)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 6147 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000293-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svdv75
title: Occurrence Download

description: A dataset containing 26277 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 12.166598047573723
 AND decimallatitude &lt;= 16.25916876999866
 AND decimallongitude &gt;= 116.36468287632202
 AND decimallongitude &lt;= 122.78971158298987
 AND GBIF_Within('POLYGON ((122.789712 12.166598, 122.789712 16.259169, 116.364683 16.259169, 116.364683 12.166598, 122.789712 12.166598))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 26277 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000280-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37b3jj
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reitzia smithii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 34 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000294-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ebdz6
title: Occurrence Download

description: A dataset containing 4218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyteuma nigrum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 4218 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000295-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ps33vt
title: Occurrence Download

description: A dataset containing 12189528 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((26.18448 -31.42514, 26.92168 -31.28565, 26.9318 -31.28359, 27.15238 -31.20898, 27.83961 -30.60884, 30.43254 -27.28883, 30.43803 -27.28157, 30.44329 -27.27398, 30.47908 -27.2193, 30.48416 -27.2114, 30.48842 -27.20332, 30.49142 -27.19501, 30.49283 -27.18641, 30.49316 -27.17755, 30.46071 -26.49354, 30.46006 -26.48539, 30.45801 -26.47763, 29.8263 -25.02631, 29.82176 -25.01801, 29.81592 -25.00983, 29.80958 -25.00218, 29.80268 -24.99699, 29.79511 -24.99586, 26.05033 -25.5298, 26.0431 -25.53372, 26.03592 -25.53818, 26.02876 -25.54304, 24.64402 -26.53517, 24.63742 -26.54027, 24.63163 -26.54663, 24.62673 -26.55451, 24.62279 -26.5635, 24.61988 -26.57313, 24.6181 -26.58294, 24.61753 -26.59248, 24.61825 -26.60132, 24.61984 -26.61, 24.62192 -26.6191, 24.6245 -26.62844, 26.05542 -31.33598, 26.16792 -31.42184, 26.17488 -31.42504, 26.18448 -31.42514))"
 ]
}

 The dataset includes 12189528 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000258-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97nda9
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Relchela panicoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 74 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000298-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grdggk
title: Occurrence Download

description: A dataset containing 20206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyteuma orbiculare, Phyteuma orbiculare)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 20206 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000299-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq2533
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Renvoizea sacciolepoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 32 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000300-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2n83c
title: Occurrence Download

description: A dataset containing 2334144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Numenius arquata",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2334144 records from 1212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000230-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32zgkp
title: Occurrence Download

description: A dataset containing 1723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthis flammea (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2006",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1723 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252740-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gqg2v
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megamoera subtener (Stimpson, 1864)"
 ]
}

 The dataset includes 120 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124033-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.