cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0179441.10fu
title: SH0179441.10FU

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/sh0179442.10fu
title: SH0179442.10FU

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: 10.5281/zenodo.18200278
title: Dataset for "Do Students Learn Better Together? Teaching Design Patterns and the OSI Model with the Jigsaw Method

description: This dataset accompanies the article “Do Students Learn Better Together? Teaching Design Patterns and the OSI Model with the Jigsaw Method”. It contains anonymized data collected from two undergraduate cohorts (2025) where the Jigsaw method (Aronson) was applied to the teaching of software design patterns and the OSI model in computer networks.

The repository includes:





Raw assessment data: individual Socrative quiz scores (ISC), group mental map scores (GMMS), and self/peer evaluation scores (SPES).




Composite metrics: calculated values of the Collaborative Learning Index (CLI).




Final grade data (FG) for the first instructional unit in each course.




Survey responses capturing student perceptions of coordination, fairness, engagement, and perceived learning.




Supporting materials: questionnaires, rubrics, and analysis scripts in R used for statistical testing (Shapiro–Wilk, Spearman, Wilcoxon).



All data are fully anonymized and provided in CSV/Excel format with accompanying documentation. The dataset enables replication of statistical analyses and supports further research on cooperative learning, collaborative engagement, and engineering education.
DOI: 10.15156/bio/sh0179443.10fu
title: SH0179443.10FU

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: 10.5281/zenodo.16957294
title: Dataset for "Do Students Learn Better Together? Teaching Design Patterns and the OSI Model with the Jigsaw Method

description: This dataset accompanies the article “Do Students Learn Better Together? Teaching Design Patterns and the OSI Model with the Jigsaw Method”. It contains anonymized data collected from two undergraduate cohorts (2025) where the Jigsaw method (Aronson) was applied to the teaching of software design patterns and the OSI model in computer networks.

The repository includes:





Raw assessment data: individual Socrative quiz scores (ISC), group mental map scores (GMMS), and self/peer evaluation scores (SPES).




Composite metrics: calculated values of the Collaborative Learning Index (CLI).




Final grade data (FG) for the first instructional unit in each course.




Survey responses capturing student perceptions of coordination, fairness, engagement, and perceived learning.




Supporting materials: questionnaires, rubrics, and analysis scripts in R used for statistical testing (Shapiro–Wilk, Spearman, Wilcoxon).



All data are fully anonymized and provided in CSV/Excel format with accompanying documentation. The dataset enables replication of statistical analyses and supports further research on cooperative learning, collaborative engagement, and engineering education.
DOI: 10.15156/bio/sh0179444.10fu
title: SH0179444.10FU

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/sh0179445.10fu
title: SH0179445.10FU

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: 10.5518/1200
title: Data on coupled hydrothermal flow in fine sands based on X-ray CT imaging and numerical simulation

description: Coupled hydrothermal flow can occur in soils, for example in applications such as ground heat storage and nuclear waste disposal. Therefore, approaches to quantitative analysis of water transfer in response to imposed thermal gradients are required, especially in unsaturated conditions. Analysis methods also require validation by laboratory and field data, which can be hard to obtain. This dataset includes the processed results from X-ray µCT experiments where specimens of a fine sand and a fine silty sand were subjected to heating from their base. Repeated scans, set up to balance image quality and scan duration, were carried out during the heating process, on specimens between 20% and 50% saturation. Gaussian decomposition techniques were used to determine the changing soil phase proportions throughout the experiments, which are reported here. The CT data is accompanied by COMSOL files for simulation of the experiments on the fine sand. The dataset is to accompany the paper at https://doi.org/10.1016/j.gete.2022.100380 and provides the processed information used to construct the key results figures in that paper.
DOI: 10.15468/dl.maexcu
title: Occurrence Download

description: A dataset containing 3506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sophora flavescens Aiton"
 ]
}

 The dataset includes 3506 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002409-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/f486es
title: Siamcyclops isanus sp. nov. (Copepoda, Cyclopoida, Cyclopidae), a new cave-dwelling species from northeastern Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Watiroyram, Santi, Koompoot, Kamonwan (2024): Siamcyclops isanus sp. nov. (Copepoda, Cyclopoida, Cyclopidae), a new cave-dwelling species from northeastern Thailand. Subterranean Biology 49: 185-200, DOI: 10.3897/subtbiol.49.135303AbstractSiamcyclops isanus sp. nov. has been found from a cave in northeastern Thailand. It differs from the other member of its genus by having: 1) smooth free margin of anal operculum, 2) a different armature on the second endopod of the first and fourth legs, 3) the armature of the second endopod of the male third leg, and 4) the shape of spermatophore. The discovery of the second species from the genus Siamcyclops thus leads to the proposal for the generic diagnosis. The morphological differences between the genus Siamcyclops and other closely related genera is added.
DOI: 10.15468/tejbh5
title: Flora Helvetica - Hydrangeaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Hydrangeaceae. In: Flora Helvetica. Bern: Haupt Verlag: 720, ISBN: 978-3-258-08047-5
DOI: 10.5281/zenodo.18026696
title: Andrena cressoni	NCSU_0031203
DOI: 10.5281/zenodo.18026697
title: Andrena cressoni	NCSU_0031203
DOI: 10.15468/dl.lcalxv
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 2) Ostracoda abundances in sediment core PS2185-6 (Lomonosov Ridge)"
 ]
}

 The dataset includes 94 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006067-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af9jpv
title: Occurrence Download

description: A dataset containing 629666 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Merseyside BioBank (verified)"
 ]
}

 The dataset includes 629666 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027622-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ll2g5g
title: Occurrence Download

description: A dataset containing 3032 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fishes in MZNA-VERT: interactions between signal crayfish and fish communities. PhD project, Iván Vedia"
 ]
}

 The dataset includes 3032 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006067-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yapg5j
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUS.10_1",
 "TaxonKey is Pygopus lepidopodus (Lacépède, 1804)"
 ]
}

 The dataset includes 236 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152252-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt7zyc
title: Occurrence Download

description: A dataset containing 7703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea abies (L.) H.Karst.",
 "Geometry POLYGON((-71.45 34.88,-71.45 71.26,32.24 71.26,32.24 34.88,-71.45 34.88))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 7703 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s495g
title: Occurrence Download

description: A dataset containing 86378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio ovatus (G.Gaertn., E.Mey. & Scherb.) Willd.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86378 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044246-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ybpx8
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinum forgetii C.H.Wright"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152257-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1vvh58
title: Occurrence Download

description: A dataset containing 549140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium L."
 ]
}

 The dataset includes 549140 records from 595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kxzrc
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinum glaucum A.Chev."
 ]
}

 The dataset includes 188 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152260-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjqw1r
title: Occurrence Download

description: A dataset containing 4351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnophis cyrtopsis (Kennicott, 1860)"
 ]
}

 The dataset includes 4351 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnt862
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUS.10_1",
 "TaxonKey is Cryptoblepharus pannosus Horner, 2007"
 ]
}

 The dataset includes 636 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152266-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd4sk7
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinum jagus (J.Thomps.) Dandy"
 ]
}

 The dataset includes 835 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152272-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.semae2
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicentra spectabilis"
 ]
}

 The dataset includes 91 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q0se6
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus penduliflorus Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1652 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuwwp8
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinum graminicola I.Verd."
 ]
}

 The dataset includes 77 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152263-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm5dwz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinum humile Herb."
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152271-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttc1o5
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calyptranthes krugii Kiaersk."
 ]
}

 The dataset includes 99 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u80cyf
title: Occurrence Download

description: A dataset containing 128750 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish Malaise Trap Project (SMTP) Collection Inventory"
 ]
}

 The dataset includes 128750 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006068-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtn35t
title: Occurrence Download

description: A dataset containing 36965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.83397 2.43386,-75.97568 1.54178,-74.19043 3.87356,-74.08744 5.27664,-73.53813 6.50603,-73.29781 7.63034,-73.5038 8.92133,-74.1561 10.10638,-75.42637 9.70054,-74.43075 7.86847,-75.90701 3.7708,-76.83397 2.43386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coraciiformes",
 "Year 1990-2023"
 ]
}

 The dataset includes 36965 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033417-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmok4c
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bambusa bambos (L.) Voss",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006069-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhg6wy
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurodema borellii (Peracca, 1895)"
 ]
}

 The dataset includes 435 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006069-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jatse
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((100.91994 13.40979,101.04064 13.40979,101.04064 13.53321,100.91994 13.53321,100.91994 13.40979))",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus philippensis Gmelin, 1789"
 ]
}

 The dataset includes 380 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033440-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbdsaz
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atropa baetica Willk.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 239 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006069-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.