cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0078948.10fu
title: SH0078948.10FU

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/bacdive10904.20241212.9.2
title: Rhodococcus rhodochrous (Zopf 1891) Tsukamura 1974 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10904.20251217.10
title: Rhodococcus rhodochrous (Zopf 1891) Tsukamura 1974 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078949.10fu
title: SH0078949.10FU

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: 10.6084/m9.figshare.31007450
title: Online Learning for Caregivers of Children and Youth with Neurodevelopmental Disabilities: A Scoping Review

description: To explore key components and describe the areas of online learning programs for caregivers of children and youth with neurodevelopmental disabilities (NDDs, e.g. autism, cerebral palsy), examine their impact, and highlight gaps in current knowledge. A scoping review, guided by the Arksey and O’Malley framework, was performed in six steps including a comprehensive search across six databases, rigorous study selection, detailed data extraction, synthesis of findings through content analysis, and consultation with five stakeholders (caregivers of children with NDDs). From 1701 citations, 36 studies were included, over half of which were randomized controlled trials (<i>n</i> = 20, 55.6%). Most programs focused on caregivers of children with autism spectrum disorder, and nearly three-quarters targeted early childhood (0–5 years). Parental knowledge was the most frequently addressed outcome, with 86.1% (<i>n</i> = 31/36) studies reporting significant improvements. Caregiver consultations underscored limited integration of online programs into practice, and emphasized unmet needs related to transition to adulthood, single parent support, and flexible delivery. Online learning shows strong potential to enhance caregiver outcomes. However, future development should broaden to include diverse NDD populations, adolescence and adulthood transitions, and strategies to embed structured programs into routine clinical practice.
DOI: 10.6084/m9.figshare.31007450.v1
title: Online Learning for Caregivers of Children and Youth with Neurodevelopmental Disabilities: A Scoping Review

description: To explore key components and describe the areas of online learning programs for caregivers of children and youth with neurodevelopmental disabilities (NDDs, e.g. autism, cerebral palsy), examine their impact, and highlight gaps in current knowledge. A scoping review, guided by the Arksey and O’Malley framework, was performed in six steps including a comprehensive search across six databases, rigorous study selection, detailed data extraction, synthesis of findings through content analysis, and consultation with five stakeholders (caregivers of children with NDDs). From 1701 citations, 36 studies were included, over half of which were randomized controlled trials (<i>n</i> = 20, 55.6%). Most programs focused on caregivers of children with autism spectrum disorder, and nearly three-quarters targeted early childhood (0–5 years). Parental knowledge was the most frequently addressed outcome, with 86.1% (<i>n</i> = 31/36) studies reporting significant improvements. Caregiver consultations underscored limited integration of online programs into practice, and emphasized unmet needs related to transition to adulthood, single parent support, and flexible delivery. Online learning shows strong potential to enhance caregiver outcomes. However, future development should broaden to include diverse NDD populations, adolescence and adulthood transitions, and strategies to embed structured programs into routine clinical practice.
DOI: 10.13145/bacdive10905.20241212.9.2
title: Rhodococcus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10905.20251217.10
title: Rhodococcus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10906.20241212.9.2
title: Rhodococcus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078950.10fu
title: SH0078950.10FU

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.9ux85c
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dendrolimus Germar, 1812"
 ]
}

 The dataset includes 67 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019096-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14469/hpc/12466
title: ArB(OH)2-cyclic-trimer+benzoic+4-amine, no H2O, TS, dev2-TZVPP, G = -4524.367080/-4,600.837483, DG = 36.5 ( -4600.833865, DG = 38.8)

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/12468
title: TS C-O cleavage, three boron + four benzylamine, Dev2-TZVPP, G = -4524.367080 (Reactants -4,524.424274) DG = 35.9

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/15098
title: ArB(OH)2-cyclic, 3B4A, Def2-TZVPP, B-N-B replacing B-O-B, G = -4447.862532 (Cf G = -4197.420062, DG = 26.9) (Reactants -4,447.953871) DG = 57.3

description: Gaussian 16 (C01) calculation
DOI: 10.15468/dl.2pwewk
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colomesus psittacus (Bloch & Schneider, 1801))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 317 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003783-250310093411724/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.28578659
title: graphene_exp.npy

description: graphene overview image
DOI: 10.15468/dl.da4phc
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "TaxonKey is Sphenomorphus incognitus (Thompson, 1912)"
 ]
}

 The dataset includes 333 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003784-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/45ec-be74
title: Drift Boss

description: With simple but eye-catching graphics, smooth drift effects and vivid sounds, Drift Boss brings a relaxing but equally addictive driving experience. This is the perfect game to challenge your dexterity and enjoy the exciting feeling of drifting anytime, anywhere.
DOI: 10.6084/m9.figshare.28578662
title: graphene_dec.npy

description: graphene decoder
DOI: 10.5281/zenodo.15009385
title: REVIEW OF AN UNCONVENTIONAL METHODOLOGY FOR TEACHING PRIMARY SCHOOL STUDENTS
DOI: 10.5281/zenodo.15009386
title: REVIEW OF AN UNCONVENTIONAL METHODOLOGY FOR TEACHING PRIMARY SCHOOL STUDENTS
DOI: 10.15468/dl.2d6twd
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roeperocharis Rchb.f."
 ]
}

 The dataset includes 151 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003787-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urjcrs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tetraodon lineatus Linnaeus, 1758)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003788-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ysw2q
title: Occurrence Download

description: A dataset containing 6980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dissostichus mawsoni Norman, 1937",
 "Year 1955-2025"
 ]
}

 The dataset includes 6980 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003786-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge3n8u
title: Occurrence Download

description: A dataset containing 14694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-104.71164 30.0154,-103.38552 28.97058,-102.42107 29.85466,-101.53699 29.53317,-99.32679 26.43889,-97.31752 25.8763,-97.51844 27.60427,-96.67455 28.40798,-93.58027 30.21633,-94.62509 36.96749,-101.89867 37.16842,-101.93885 41.02622,-109.05168 40.74493,-110.9404 41.02622,-111.58336 41.99068,-113.35152 41.99068,-121.4288 42.15142,-122.87548 42.07105,-124.44271 41.95049,-124.24179 40.02158,-122.67455 37.44971,-121.9914 36.24415,-120.38398 34.23488,-114.67764 32.5069,-112.22633 31.58264,-111.86466 31.46208,-108.40871 31.18078,-108.00686 31.82375,-106.39943 31.62282,-104.71164 30.0154))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Trionychidae, Emydidae, Chelydridae, Kinosternidae)"
 ]
}

 The dataset includes 14694 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003785-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce275s
title: Occurrence Download

description: A dataset containing 229105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sagina procumbens 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 229105 records from 979 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003766-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a85pwt
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.53587 32.55060,141.14688 32.55060,141.14688 41.99096,117.53587 41.99096,117.53587 32.55060))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chamerion angustifolium (L.) Holub"
 ]
}

 The dataset includes 202 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpw8xn
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Thyroptera tricolor Spix, 1823"
 ]
}

 The dataset includes 75 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003793-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd8t4u
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus germana Schltdl. & Cham."
 ]
}

 The dataset includes 637 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003792-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26zswy
title: Occurrence Download

description: A dataset containing 689115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.82003 4.44869,-76.03133 3.90535,-75.23141 3.48275,-74.8541 4.49397,-75.82003 4.44869))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 689115 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003666-250310093411724/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.28557698
title: test

description: test
DOI: 10.15468/dl.n4783g
title: Occurrence Download

description: A dataset containing 922997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Squalius cephalus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 922997 records from 435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003776-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxphjw
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene antirrhina L.",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079683-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvtcww
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ulva prolifera",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079685-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15771164
title: Responses Data USER PERCEPTION OF AI IMPLEMENTATION IN XANH SM ELECTRIC TAXI SERVICE
DOI: 10.5281/zenodo.15771165
title: Responses Data USER PERCEPTION OF AI IMPLEMENTATION IN XANH SM ELECTRIC TAXI SERVICE
DOI: 10.15468/dl.r6fem5
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pharia pyramidata (Gray, 1840)",
 "Year 2000-2025"
 ]
}

 The dataset includes 553 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079687-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53ffny
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene gallica L.",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 173 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079689-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c67ues
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene gallica L.",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 747 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079690-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a438p3
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene gallica L.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 118 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079688-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15718379
title: Dataset of controlled laboratory measurements of dune erosion under variable waves, water levels and dune moisture content

description: A full description of this data set is available in a publication titled: "Controlled laboratory measurements of dune erosion under variable waves, water levels and dune pore-moisture".

This dataset contains controlled laboratory measurements of unvegetated dune erosion under vary waves, water levels, and initial dune moisture contents. Three different water levels in the wave flume with respect to the initial dune toe, two increasingly energetic irregular wave conditions, and three initial dune pore-moisture contents were explored. In total, twenty-nine (29) tests were conducted in a 36m long by 1.6m high and 0.9m wide wave flume. A wide range of instrumentation were deployed to measure the morphodynamic and groundwater dynamics of the dune face on a wave-to-wave basis as it eroded. Bathymetry, dune and foreshore morphology, offshore and onshore wave conditions, wave runup, water table and volumetric water content data within the dune were recorded across all tests, as well as video footage for qualitative purposes. This combined dataset can be used to: 1) explore nearshore morphodynamic processes under varied forcing conditions, 2) elucidate dune face erosion and failure mechanisms tying the observed erosion to internal groundwater dynamics and external wave and water level forcing, and 3) validate numerical models of dune erosion processes. 

Description of the datasets and Folder Structure

The following 7 datasets are provided:

1.     Sediment Characteristics

2.     Wave Data

3.     Bathymetric Data

4.     LIDAR Data

5.     Groundwater Data

6.     Pore-Moisture Data

7.     Experiment Videos

The instrumentation locations for each dataset are recorded in a .csv file within the corresponding data folder. The origin of the co-ordinate system used to locate each instrument is the cross-shore location of the initial uneroded dune toe for the x-coordinate and the base of the wave flume for the y-coordinate. Experimental videos from the front have been uploaded for a qualitative view of the experiments. All files are labelled Txx, representing the xx test. MATLAB codes to process raw data is present in the RAW folder for each dataset. Individual README files are included in each folder where data is present detailing the file descriptions and abbreviations.