cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0074617.10fu
title: SH0074617.10FU

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: 10.13145/bacdive6574.20251217.10
title: Schleiferilactobacillus perolens (Back et al. 2000) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive6575.20250331.9.3
title: Limosilactobacillus panis (Wiese et al. 1996) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0074618.10fu
title: SH0074618.10FU

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: 10.13145/bacdive6575.20251217.10
title: Limosilactobacillus panis (Wiese et al. 1996) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0074619.10fu
title: SH0074619.10FU

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: 10.11583/dtu.25924228
title: <b>evCIVIL : Event-Based Dataset for visual Detection of CIVIL infrastructure Defects</b>

description: evCIVIL dataset is dataset which is designed for the purpose of civil infrastructure defect detection using event-based cameras(DVS cameras). evCIVIL contains both asynchronous event streams and intensity gray scale images captured simultaneously with DAVIS346 camera. The dataset concentrates majorly on two types of civil infrastructure defects : cracks and spalling. These defects were captured from various types of civil structures such as roads, buildings, pavements, tunnels and so on under different lighting conditions and weather conditions.The field dataset comprises 318 recording sequences which covers about 80 minutes, documenting 458 distinct cracksand 121 distinct spalling instances. The laboratory dataset includes 362 recording sequences, covering 220 distinctcracks and 308 spalling instances.For a given sequence the captured events and gray scales images were available in seperate .h5 files. The defects are labelled as bounding boxes together with their defect categories (whether crack or spalling defect) and those information is provided in ".npy" file.For a comprehensive and in detailed description of the data collection process, dataset and dataset benchmarking please refer to our paper "Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark".For all the code that used to preprocess and deploy dataset , dataset usage and benchmarking please refer to our github repository (https://github.com/gwgknudayanga/evCIVIL).<br>
DOI: 10.13145/bacdive6576.20250331.9.3
title: Limosilactobacillus frumenti (Müller et al. 2000) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive6576.20251217.10
title: Limosilactobacillus frumenti (Müller et al. 2000) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0074620.10fu
title: SH0074620.10FU

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: 10.11583/dtu.25924228.v1
title: <b>evCIVIL : Event-Based Dataset for visual Detection of CIVIL infrastructure Defects</b>

description: evCIVIL dataset is dataset which is designed for the purpose of civil infrastructure defect detection using event-based cameras(DVS cameras). evCIVIL contains both asynchronous event streams and intensity gray scale images captured simultaneously with DAVIS346 camera. The dataset concentrates majorly on two types of civil infrastructure defects : cracks and spalling. These defects were captured from various types of civil structures such as roads, buildings, pavements, tunnels and so on under different lighting conditions and weather conditions.The field dataset comprises 318 recording sequences which covers about 80 minutes, documenting 458 distinct cracksand 121 distinct spalling instances. The laboratory dataset includes 362 recording sequences, covering 220 distinctcracks and 308 spalling instances.For a given sequence the captured events and gray scales images were available in seperate .h5 files. The defects are labelled as bounding boxes together with their defect categories (whether crack or spalling defect) and those information is provided in ".npy" file.For a comprehensive and in detailed description of the data collection process, dataset and dataset benchmarking please refer to our paper "Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark".For all the code that used to preprocess and deploy dataset , dataset usage and benchmarking please refer to our github repository (https://github.com/gwgknudayanga/evCIVIL).<br>
DOI: 10.13145/bacdive6577.20250331.9.3
title: Companilactobacillus paralimentarius (Cai et al. 1999) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive6577.20251217.10
title: Companilactobacillus paralimentarius (Cai et al. 1999) Zheng et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0074621.10fu
title: SH0074621.10FU

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.v495xc
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procambarus virginalis Lyko, 2017)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 338 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001662-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bguuw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lithocarpus porcatus Soepadmo"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001694-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esb3ec
title: Occurrence Download

description: A dataset containing 6184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia biennis Willd.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 6184 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001695-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwbbyj
title: Occurrence Download

description: A dataset containing 18412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eucalyptus tereticornis Sm.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18412 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001697-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjrdzm
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lithocarpus proboscideus (Hickel & A.Camus) A.Camus"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001698-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz86rm
title: Occurrence Download

description: A dataset containing 10442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia dracunculus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 10442 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001700-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu5rxf
title: Occurrence Download

description: A dataset containing 11947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cedrela odorata L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11947 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001701-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3tdjd
title: Occurrence Download

description: A dataset containing 2614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia gmelinii Weber ex Stechm.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2614 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001663-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngjg4w
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paspalum fimbriatum Kunth)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001702-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpvnwu
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample)",
 "Continent is Asia",
 "Country is China",
 "Geometry POLYGON((95 27,106 27,106 35,95 35,95 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Macaca mulatta (Zimmermann, 1780)"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001664-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj9kxj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lithocarpus psammophilus A.Camus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001665-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mgt5a
title: Occurrence Download

description: A dataset containing 149514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Living Specimen)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, NABU|naturgucker, Artportalen)",
 "TaxonKey is Neuroptera"
 ]
}

 The dataset includes 149514 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001699-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tepchy
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia jacutica Drobow)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 165 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001666-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q4mnz
title: Occurrence Download

description: A dataset containing 4546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emilia fosbergii Nicolson)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4546 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001667-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7f9mq
title: Occurrence Download

description: A dataset containing 8757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is one of (CHN.26_1, CHN.30_1, CHN.8_1, CHN.3_1, CHN.21.2_1)",
 "IucnRedListCategory is one of (CR, EN)"
 ]
}

 The dataset includes 8757 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001703-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzvdbu
title: Occurrence Download

description: A dataset containing 3356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia scoparia Waldst. & Kit.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 3356 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001704-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guhm3e
title: Occurrence Download

description: A dataset containing 4652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudopolydora paucibranchiata (Okuda, 1937))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4652 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001668-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcssvx
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lithocarpus pseudokunstleri A.Camus"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001669-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78fvmw
title: Occurrence Download

description: A dataset containing 474140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygonum aviculare L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 474140 records from 2268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001696-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28782044
title: Additional file 2 of Towards precision oncology: a multi-level cancer classification system integrating liquid biopsy and machine learning

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.28782044.v1
title: Additional file 2 of Towards precision oncology: a multi-level cancer classification system integrating liquid biopsy and machine learning

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.28782047
title: Additional file 3 of Towards precision oncology: a multi-level cancer classification system integrating liquid biopsy and machine learning

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.28782050
title: Additional file 4 of Towards precision oncology: a multi-level cancer classification system integrating liquid biopsy and machine learning

description: Supplementary Material 4.