cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3kudpe
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erinocarpus nimmonii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005057-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18449285
title: INNOVATIVETEACHINGMETHODSINMODERNLANGUAGECLASSROOMS

description: The field of language education has undergone significant transformation in recent decades, driven by advances in technology, cognitive research, and pedagogical theory. Traditional teacher-centered approaches, which rely heavily on lectures and rote memorization, are increasingly being replaced by innovative methods that prioritize active learning, collaboration, and learner autonomy. This article explores contemporary innovative teaching methods in modern language classrooms, including task-based learning, project-based learning, flipped classrooms, gamification, and technology integration. It also examines the theoretical foundations of these methods and highlights their practical implementation, benefits, and challenges.
DOI: 10.5281/zenodo.18449286
title: INNOVATIVETEACHINGMETHODSINMODERNLANGUAGECLASSROOMS

description: The field of language education has undergone significant transformation in recent decades, driven by advances in technology, cognitive research, and pedagogical theory. Traditional teacher-centered approaches, which rely heavily on lectures and rote memorization, are increasingly being replaced by innovative methods that prioritize active learning, collaboration, and learner autonomy. This article explores contemporary innovative teaching methods in modern language classrooms, including task-based learning, project-based learning, flipped classrooms, gamification, and technology integration. It also examines the theoretical foundations of these methods and highlights their practical implementation, benefits, and challenges.
DOI: 10.15468/dl.eemsts
title: Occurrence Download

description: A dataset containing 1019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((42.662 -26.10336,51.04176 -26.10336,51.04176 -11.5172,42.662 -11.5172,42.662 -26.10336))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum"
 ]
}

 The dataset includes 1019 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005060-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.985zb3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Firmiana danxiaensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005063-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4pc34
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Austria"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005061-260129131611470/datasets/export for details.
DOI: 10.15468/dl.9udnzx
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Firmiana papuana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 118 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005064-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj8kfn
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Firmiana simplex",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 748 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005066-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6av96
title: Occurrence Download

description: A dataset listing the 535 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.44.237_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 535 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005059-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18449308
title: SOCIALANDETHICALCRITERIAFORTHEUSEOFARTIFICIALINTELLIGENCEINMODERNEDUCATION

description: This article discusses the introduction of the concept of artificial intelligence into modern education, the emergence and development of artificial intelligence systems, as well as the application of artificial intelligence in contemporary educational processes with the aim of improving the quality of education.
DOI: 10.5281/zenodo.18449307
title: SOCIALANDETHICALCRITERIAFORTHEUSEOFARTIFICIALINTELLIGENCEINMODERNEDUCATION

description: This article discusses the introduction of the concept of artificial intelligence into modern education, the emergence and development of artificial intelligence systems, as well as the application of artificial intelligence in contemporary educational processes with the aim of improving the quality of education.
DOI: 10.15468/dl.dyf7u6
title: Occurrence Download

description: A dataset containing 114474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum lycopersicum"
 ]
}

 The dataset includes 114474 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005029-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyz6ak
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Franciscodendron laurifolium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 220 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005069-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/2vbq-yv30
title: High bilateral bony symmetry in dysplastic and nondysplastic knees: A CT-based 3D evaluation

description: Description:
This dataset contains derived 3D morphological symmetry data of the distal femur, patella, and proximal tibia in knee pairs with no, low-grade, and high-grade trochlear dysplasia, and analysis scripts used to derive the 3D morphological symmetry. 
All CT scans included in this dataset were originally acquired for other indications (clinical practice or other research studies) and were retrospectively included. The purpose of this study was to evaluate bilateral bony symmetry across different severities of trochlear dysplasia and to determine whether dysplastic knees exhibit reduced morphological symmetry compared with nondysplastic knees.

Study design:
Bilateral CT scans from 187 subjects were analyzed:
•	137 with no trochlear dysplasia
•	37 with low grade dysplasia (Dejour type A)
•	13 with high grade dysplasia (Dejour types B–D)
3D surface models of the distal femur, patella, and proximal tibia were generated from automated and manually refined segmentations. Morphological symmetry was quantified using Euclidean distances between correspondence points (CPs), obtained by aligning the mirrored left-side models and subsequently non-rigidly registering the corresponding right-side models onto these aligned mirrored left-side models.

Content of this dataset:
This dataset contains summary statistics of CP distances (1st percentile, 25th percentile, median, 75th percentile, 99th percentile) for:
•	Distal femur
•	Patella
•	Proximal tibia
These summary statistics are provided per knee pair and per trochlear dysplasia group. Raw CP level distances are not included due to the high number of CP measurements.

Additionally included:
•	Participant characteristics: age and sex

Intended Use
This dataset provides the exact aggregated numerical values corresponding to the CP distance boxplots. It is intended for readers who wish to examine the quantitative results more closely. 


Not Included in This Dataset
The following items are not part of this data collection:
•	Analysis scripts (these may be requested from the collection managers).
•	CT scans
The CT data is not available for reuse outside the Radboudumc. Data reuse is only possible through collaboration. In case of interest or questions, researchers may contact the collection managers.
DOI: 10.34973/3sk1-qb35
title: Predicting sampling advantage of stochastic Ising Machines for Quantum Simulations

description: This collection contains the pre-trained RBM models and figures for the manuscript: "Predicting sampling advantage of stochastic Ising Machines for Quantum Simulations". In the associated paper, we investigate the sampling advantage of stochastic Ising Machines for Neural Quantum States. The pre-trained RBM models are obtained using UltraFast.jl which is also used to generate samples with Metropolis-Hastings sampling. In addition, the pre-trained RBM models are translated to an Ising Model and sampled using chromatic Gibbs sampling. For the samples obtained with both Metropolis-Hastings and chromatic Gibbs sampling, the autocorrelation time of the variational energy is calculated.
DOI: 10.34973/z7c3-cj84
title: Poestoes: a word recognition and mispronunciation study in children with and without a cleft-palate

description: This collection contains the materials, participant information (key file) and publications (BUCLD 6-page abstract and MA thesis) for the PoesToes study. Data for this study were collected between 2010 and 2015. It contains data from 18 month old children with and without a cleft palate, and from 30 month children with and without a cleft palate. Children with a cleft palate were recruited via the Center for Schisis and Craniofaciale afwijkingen team of Radboud University Medical Centre (contact person: Ronald Admiraal). Children without a cleft palate were recruited via de Baby and Child Research Center Nijmegen.
DOI: 10.34973/ea3j-6746
title: Poestoes: a word recognition and mispronunciation study in children with and without a cleft-palate

description: This collection contains the data (raw and preprocessed) and analyses scripts for the PoesToes study. Data for this study were collected between 2010 and 2015. It contains data from 18 month old children with and without a cleft palate, and from 30 month children with and without a cleft palate. Children with a cleft palate were recruited via the Center for Schisis and Craniofaciale afwijkingen team of Radboud University Medical Centre (contact person: Ronald Admiraal). Children without a cleft palate were recruited via de Baby and Child Research Center Nijmegen.
DOI: 10.34973/055f-h775
title: The role of self-directed speech in emotion recognition in children with and without developmental language disorder

description: Children with developmental language disorder (DLD) often have emotion recognition difficulties. Constructivist theories postulate that language, possibly via inner speech, helps categorise ambiguous behaviours into distinct emotion categories. The relationship between inner speech and emotion recognition may depend upon an abstract and precise word meaning structure. The present study examined how blocking inner speech affects emotion recognition in children with and without DLD, and how these effects relate to word meaning structure. Twenty-three fifth and sixth grade children with DLD, 45 vocabulary controls, and 52 grade controls sorted facial expressions by emotion under two conditions: articulatory suppression (reciting irrelevant verbal material) and motor suppression (foot tapping). Only vocabulary controls showed impaired emotion recognition under articulatory suppression, but not motor suppression. These effects were independent of word meaning structure. We tentatively conclude that unlike vocabulary controls, but similar to grade controls, children with DLD do not rely on inner speech for emotion recognition. This collections consists of individual scoring files, combined datasets, r scripts, outputs (i.e., graphs), additional experimental design information, materials and documentation.
DOI: 10.34973/jdq3-eg15
title: The Efficacy of Self-Directed Speech Training on Executive Functioning: A Multiple Single-Case Pilot Study

description: Developmental language disorder (DLD) is characterized by difficulties in developing age-appropriate expressive and receptive language skills that are not associated with known biomedical causes. In addition to language problems, many children with DLD have difficulties with executive functioning (EF). It has been suggested that these EF difficulties can be explained in terms of children’s language problems. Indeed, it has been argued that language, in the form of self-directed speech, becomes a tool for self-regulation by allowing individuals to verbalize and thereby regulate their thoughts and behavior. The training Talk to Think aims to improve EF in children with DLD by promoting self-directed speech. The effectiveness of this training has been assessed in one study using a wait-control design. However, that study was conducted exclusively at the group level and therefore could not take into account the high degree of heterogeneity within the DLD population. We therefore relied on a multiple-baseline single-case design. EF was measured in two distinct ways. First, puzzles from the Tower of London task were administered weekly during both the five baseline measurements and the five training-phase measurements. Everyday EF was assessed pre- and post-training using the Dutch version of the Behavior Rating Inventory of Executive Function. Children’s speech during the Tower of London was transcribed from video recordings and coded according to self-directed speech coding standards. For each participant, we computed the number of task-relevant self-directed utterances per Tower of London item for each session.
The collection contains, for each session, both the trial-level and participant-level data for the Tower of London and the private-speech coding. In addition, it contains the fully completed BRIEF questionnaires both prior to and after training, as well as the item-level data for the Raven’s Coloured Progressive Matrices and the word meaning structure test, both administered prior to training. The R scripts used to compute descriptives, set up models, and generate figures are also included. The names in the collection are fictitious.
DOI: 10.34973/vbc5-eq39
title: How word meaning structure relates to executive functioning and theory of mind in children with developmental language disorder: A multiple case study

description: Many children with developmental language disorder (DLD) have difficulties in executive functioning (EF) and theory of mind (ToM). These difficulties might be explained by the theory that children’s conceptual understanding changes over five stages of word meaning structure, from concrete and context-dependent (e.g., everyday concepts) to abstract and precise (e.g., logical concepts). We present a multiple-case study examining how word meaning structure relates to EF and ToM in children with DLD. Participants were five children with DLD aged 9–12 and five typically developing children matched for age, gender, and nonverbal intelligence. We employed a dynamic task of word meaning structure to distinguish three stages in the trajectory from everyday to logical concepts: (1) dominant logical concepts, (2) latent logical concepts, and (3) everyday concepts. The WMST comprised 18 items designed to assess word meaning structure using three types of open-ended questions. Each child received two prompts crafted to elicit latent logical concepts. At the end of the task, each item was coded as either a dominant logical concept (2 points), a latent logical concept (1 point), or an everyday concept (0 points). For both groups, we computed the percentages of responses falling in each of the dynamic word meaning structure categories. We also computed a total dynamic word meaning structure score by adding the item scores and used this to report graphs of the relationships between word meaning structure on the one hand, and EF, ToM, and behavioral problems on the other. EF was assessed using the Zoo Map Task and the Behavior Rating Inventory of Executive Function. ToM was assessed using the ToM Test, the Frith-Happé Animations, and the Bermond-Vorst Alexithymia Questionnaire. Behavioral problems were measured using the Child Behavior Checklist. The collections contains the word meaning structure test scores on the item level, and total test scores for the other measures on the participant level, including percentile scores in many instances. In addition, the R scripts used for computing descriptives and plots are added.
DOI: 10.34973/nkn9-0d04
title: The Role of Self-Directed Speech in Executive Functioning and Theory of Mind in Children with and without DLD

description: This project investigates why children with developmental language disorder (DLD) often struggle not only with language but also with executive functioning (EF), theory of mind (ToM), and social-emotional functioning. More specifically, it assesses whether these difficulties can be explained in terms of self-directed speech. Young children start talking to themselves in early childhood; this self-directed speech gradually internalizes (i.e., becomes more silent, condensed, and integrated in cognition) and helps them regulate behavior (EF) and form hypotheses about mental states (ToM). The study uses three complementary methods for measuring self-directed speech: coding overt self-directed speech (i.e., private speech) during problem-solving, assessing silent forms of self-directed speech (i.e., inner speech) using EMG, and examining the phonological similarity effect as a marker of speech-based strategies in working memory. Because self-directed speech draws on the underlying language system, aspects of word meaning structure, syntax, and vocabulary were measured. Experiment 1 examines younger and older typically developing children to validate the measures and assess whether self-directed speech can indeed be shown to play a role in EF and ToM. Experiment 2 focuses on self-directed speech in children with DLD and compares these children to the other (now control) groups. The collection contains all data (at item, individual, and combined levels), R scripts, and documentation needed to reproduce the analyses.
DOI: 10.15468/dl.2y4ntz
title: Occurrence Download

description: A dataset containing 1090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fremontodendron californicum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1090 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005070-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3fj9a
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EstablishmentMeans is introduced",
 "GadmGid is AUT.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ffsv-tk64
title: "OMVIS: Oral MicroVessel Instance Segmentation Dataset"

description: "This dataset contains 212 high-resolution oral mucosal dermoscopy images (1440\u00d71080 pixels) from 106 subjects, representing the first publicly available dataset of its kind for oral microvascular analysis. Images were captured using polarized dermoscopy at 20\u00d7 magnification at Changsha Stomatological Hospital, covering healthy controls, oral submucous fibrosis patients, and other oral mucosal conditions. Enabling reproducible research in automated capillary segmentation, zero-shot learning methods, and computer-aided diagnosis for oral mucosal diseases."
DOI: 10.15468/dl.qecfkx
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gaya gracilipes",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 133 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005072-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18449289
title: Spanish-language Children's Digital Identity Visual Content Analysis Dataset (TikTok, YouTube Kids, Roblox)

description: This dataset contains the coding matrices used in a visual content analysis of publicly available Spanish-language media depicting children across TikTok, YouTube Kids, and Roblox. The dataset supports research on children’s digital identity, performativity, affectivity, and visual representation.
DOI: 10.5281/zenodo.18449290
title: Spanish-language Children's Digital Identity Visual Content Analysis Dataset (TikTok, YouTube Kids, Roblox)

description: This dataset contains the coding matrices used in a visual content analysis of publicly available Spanish-language media depicting children across TikTok, YouTube Kids, and Roblox. The dataset supports research on children’s digital identity, performativity, affectivity, and visual representation.
DOI: 10.15468/dl.kawxty
title: Occurrence Download

description: A dataset containing 7541 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digital Archives of Taiwan Malacofauna Database"
 ]
}

 The dataset includes 7541 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005073-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18449240
title: sphenomorphus_maculatus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18449239
title: sphenomorphus_maculatus_spades_01.fasta.gz
DOI: 10.15468/dl.5k9gcq
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gilesia biniflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 89 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005074-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.