cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1380615.10fu
title: SH1380615.10FU

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/sh1380617.10fu
title: SH1380617.10FU

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/sh1380619.10fu
title: SH1380619.10FU

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/sh1380622.10fu
title: SH1380622.10FU

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/sh1380624.10fu
title: SH1380624.10FU

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/sh1380626.10fu
title: SH1380626.10FU

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/sh1380628.10fu
title: SH1380628.10FU

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: 10.15468/dl.5942ux
title: Occurrence Download

description: A dataset containing 97851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Empidonax flaviventris)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 97851 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017417-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eep74
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017450-250711103210423/datasets/export for details.
DOI: 10.15468/dl.cve558
title: Occurrence Download

description: A dataset containing 53319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erica arborea",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 53319 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017414-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gddxa
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus fontinalis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017453-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsua3j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB7404"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017454-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15918813
title: hokuspokus

description: hokus pokus testovaci data
DOI: 10.5281/zenodo.15918814
title: hokuspokus

description: hokus pokus testovaci data
DOI: 10.60776/pbmvdk
title: Digital Intervention

description: This dataset was collected as part of an experimental study examining the effects of online group discussions on interpersonal trust and sensitivity to injustice. It includes pre- and post-intervention questionnaire responses from 201 participants who were randomly assigned to one of three group conditions. The dataset contains anonymized participant-level data on psychological variables (e.g., interpersonal trust, sensitivity to injustice, team satisfaction), sociodemographic information, and condition assignment. The purpose of this dataset is to support transparency.
DOI: 10.15468/dl.px2z9u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus erectus argillaceus, Bromus erectus arvensis, Bromus erectus australis, Bromus erectus borbasii, Bromus erectus borbasii, Bromus erectus caprinus, Bromus erectus contractus, Bromus erectus depauperatus, Bromus erectus dissolutus, Bromus erectus erectus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017455-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcqpx5
title: Occurrence Download

description: A dataset containing 8715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8715 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017457-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f5g5v
title: Occurrence Download

description: A dataset containing 6800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oulema melanopus"
 ]
}

 The dataset includes 6800 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017458-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrk6as
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 438 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017459-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.10883
title: An Interview About The History of Sanyang And Kombo (NCAC_RDD_TAPE_1782A)

description: Continuation of TAPE_1781A<strong> </strong>


 History of Kombo
 Migration 
 Origin of Sanyang
 Genealogy 


<sup><em>Alternative names: Jabang, Seiku, Saikou, Sekou, Seku, Konteh, Conteh, Jallow, Jalo, Djalo</em></sup>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.25592/uhhfdm.10882
title: An Interview About The History of Sanyang And Kombo (NCAC_RDD_TAPE_1782A)

description: Continuation of TAPE_1781A<strong> </strong>


 History of Kombo
 Migration 
 Origin of Sanyang
 Genealogy 


<sup><em>Alternative names: Jabang, Seiku, Saikou, Sekou, Seku, Konteh, Conteh, Jallow, Jalo, Djalo</em></sup>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.15468/dl.svrxcm
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017461-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zskhq8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crambe gigantea"
 ]
}

 The dataset includes 22 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017462-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7yu3g
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium cumini",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017460-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkqx8x
title: Occurrence Download

description: A dataset containing 1990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex lasiocarpa",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1990 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017463-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15911722
title: Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models
title: Evaluation Data: Audio, Embeddings, Metrics and DMOS

description: This upload accompanies the WASPAA 2025 paper, 'Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models'.

It contains the evaluation audio used to compute the evaluation metrics, as well as the loudness-normalised test stimuli used in the DCR test.

Also included is a CSV file containing all the metrics and DMOS scores used to calculate Spearman's rank-based correlation coefficients (SRCCs) for evaluating both discriminative and generative models.A demonstration Python script outlines how the SRCCs between the DMOS and the evaluation metrics for both types of model are calculated.

The Readme.md file provides step-by-step instructions on how to benchmark metrics not included in the analysis.
DOI: 10.5281/zenodo.15911723
title: Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models
title: Evaluation Data: Audio, Embeddings, Metrics and DMOS

description: This upload accompanies the WASPAA 2025 paper, 'Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models'.

It contains the evaluation audio used to compute the evaluation metrics, as well as the loudness-normalised test stimuli used in the DCR test.

Also included is a CSV file containing all the metrics and DMOS scores used to calculate Spearman's rank-based correlation coefficients (SRCCs) for evaluating both discriminative and generative models.A demonstration Python script outlines how the SRCCs between the DMOS and the evaluation metrics for both types of model are calculated.

The Readme.md file provides step-by-step instructions on how to benchmark metrics not included in the analysis.
DOI: 10.15468/dl.s2jguw
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium sagittulatum"
 ]
}

 The dataset includes 609 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017464-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seydhx
title: Occurrence Download

description: A dataset containing 8188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus fontinalis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8188 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017465-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ssam3
title: Occurrence Download

description: A dataset containing 225293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "IsInCluster is true"
 ]
}

 The dataset includes 225293 records from 935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017437-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnutm3
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solms-laubachia flabellata"
 ]
}

 The dataset includes 101 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017466-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2hyzy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus erectus fallax, Bromus erectus fasciculatus, Bromus erectus flaccidus, Bromus erectus genuinus, Bromus erectus glaber, Bromus erectus glaber, Bromus erectus glaber, Bromus erectus glaber, Bromus erectus glabra, Bromus erectus glabratus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017468-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.18662423
title: Spine configuration dataset

description: This dataset demonstrates the deformation of the actuator the utilises the configuration 1 spine, under a 1N load at a bending angle of 90deg in the palpation direction.

The results are the product of FEM simulations.

By using this dataset the user is able to tune the spine's stiffening effect to better suit their use case.
DOI: 10.5281/zenodo.18662424
title: Spine configuration dataset

description: This dataset demonstrates the deformation of the actuator the utilises the configuration 1 spine, under a 1N load at a bending angle of 90deg in the palpation direction.

The results are the product of FEM simulations.

By using this dataset the user is able to tune the spine's stiffening effect to better suit their use case.
DOI: 10.15468/dl.4kpj9x
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reseda ellenbeckii"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017425-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.