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

description: A dataset containing 3455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.43.47_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "RecordedBy is Will Kuhn"
 ]
}

 The dataset includes 3455 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009996-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxzvna
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Electrona carlsbergi (Tåning, 1932)"
 ]
}

 The dataset includes 2905 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009998-250310093411724/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.28106453
title: Analytic data of figures V2

description: figures data
DOI: 10.5281/zenodo.15031715
title: Ciona tail regression_genotype_Ano5 (KH.C8.274)_video2 (part2)

description: Video that was collected using Ciona Tracker 2.0 as part of Liang et al 2025. Animals included in this video are Ano5 mutants used in CRISPR/Cas9 experiments addressing the role of Ano5 and Ano6 in Ciona sensory perception.
DOI: 10.5281/zenodo.15031716
title: Ciona tail regression_genotype_Ano5 (KH.C8.274)_video2 (part2)

description: Video that was collected using Ciona Tracker 2.0 as part of Liang et al 2025. Animals included in this video are Ano5 mutants used in CRISPR/Cas9 experiments addressing the role of Ano5 and Ano6 in Ciona sensory perception.
DOI: 10.15468/dl.y4njn9
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capitophorus pakansus Hottes & Frison, 1931",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010001-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v46gfm
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "TaxonKey is Artibeus phaeotis (Miller, 1902)"
 ]
}

 The dataset includes 274 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010003-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp94m3
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 371 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010006-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qybxx
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinara confinis (Koch, 1856)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 256 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010008-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13937376
title: Data from "Titania–Graphene Hybrids for Photocatalytic Applications: Exploring Relations between Hansen Solubility Parameters and Liquid‐Phase Pollutant Adsorption"

description: The data includes the microscopy measurements, UV-Vis adsorption measurements and the analytical centrifuge sedimentation measurements for the investigated six materials - namely, Ti-Sf, P25, Ti-Er, Ti-Gr-10, Ti-Gr-20 and Ti-Gr-30,
DOI: 10.5281/zenodo.13937377
title: Data from "Titania–Graphene Hybrids for Photocatalytic Applications: Exploring Relations between Hansen Solubility Parameters and Liquid‐Phase Pollutant Adsorption"

description: The data includes the microscopy measurements, UV-Vis adsorption measurements and the analytical centrifuge sedimentation measurements for the investigated six materials - namely, Ti-Sf, P25, Ti-Er, Ti-Gr-10, Ti-Gr-20 and Ti-Gr-30,
DOI: 10.15468/dl.brumtb
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hemicentetes semispinosus (G.Cuvier, 1798)"
 ]
}

 The dataset includes 315 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010010-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8tyr6
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 371 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010012-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w64gb
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.0462 -12.11316,34.0291 -12.10635,34.01547 -12.10789,34.00492 -12.10982,34.00338 -12.12306,34.00197 -12.13463,34.01675 -12.14184,34.03308 -12.14171,34.03553 -12.14042,34.0462 -12.11316))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010013-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/g8z6-vw16
title: Individual differences in foreign language attrition: The role of language use after a study abroad

description: While recent laboratory studies suggest that the use of competing languages is a major driving force in foreign language (FL) attrition, research on ‘real’ attriters has failed to demonstrate such a relationship. We addressed this issue in a large-scale longitudinal study, following German university students throughout a study abroad in Spain and their first six months back in Germany. Monthly, percentage-based frequency of use measures enabled a more fine-grained description of language use than in previous studies. L3 Spanish forgetting rates were indeed predicted by the quantity and quality of Spanish use as well as by L1 German and L2 English fluency. Attrition rates were furthermore influenced by prior Spanish proficiency, but not by motivation to maintain Spanish or non-verbal long-term memory capacity. Overall, this study highlights the importance of language use for FL retention and sheds light on the complex interplay between language use and other determinants of attrition.
DOI: 10.34973/xk58-k766
title: Contextual and Spatial Associations Between Objects Interactively Modulate Visual Processing

description: Data corresponding to Quek, G. L., & Peelen, M. V. (2020). Contextual and Spatial Associations Between Objects Interactively Modulate Visual Processing. Cerebral cortex (New York, N.Y. : 1991), 30(12), 6391–6404. https://doi.org/10.1093/cercor/bhaa197
DOI: 10.34973/11v8-w179
title: Effects of planning duration on planning noise

description: Professional golf players spend years practicing, but will still perform one or two practice swings without a ball before executing the actual swing. Why do they do this? In this study we tested the hypothesis that repeating a well-practiced movement leads to a reduction of movement variability. To operationalize this hypothesis, participants were tested in a center-out reaching task with four different targets, on four different days. To probe the effect of repetition they performed random sequences from one to six movements to the same target. Our findings show that, with repetition, movements are not only initiated earlier but their variability is reduced across the entire movement trajectory. Furthermore, this effect is present within and across the four sessions. Together, our results suggest that movement repetition changes the tradeoff between movement initiation and movement precision.
DOI: 10.34973/40vp-5058
title: Effects of planning duration on planning noise

description: Faster movements are typically more variable, known as Fitts’ law. Are movements that are initiated faster also more variable? Recent behavioral work suggests that movement preparation and initiation are independent processes, implying that movement variability is independent of reaction time (RT). Neurophysiological work, however, has associated larger neural variability during motor preparation with longer RT and larger movement variability, implying that movement variability decreases with increasing RT. To test between these hypotheses, we recorded over 30000 human reaching movements to visually-cued targets, half of them accompanied by a beep to evoke a wide RT range. Results show that the initial reach variability decreases with increasing RT, for RTs up to ~300 ms, while other kinematics and endpoint accuracy remained unaffected. We conclude that movement preparation time determines movement variability. We suggest that RT differences reflect a trade-off between movement initiation and precision, extending Fitts’ law from movement execution to movement planning.
DOI: 10.34973/t41p-hx94
title: Differentiating between Bayesian parameter learning and structure learning based on behavioural and pupil measures

description: Data set and analysis scripts for the paper: Rutar D, Colizoli O, Selen L, Spieß L, Kwisthout J, & Hunnius, S. (2023) Differentiating between Bayesian parameter learning and structure learning based on behavioural and pupil measures. PLOS ONE 18(2): e0270619. https://doi.org/10.1371/journal.pone.0270619

Rutar, D & Colizoli, O are joint first authors. Kwisthout, J & Hunnius, S are joint senior authors.
DOI: 10.34973/ype7-ns32
title: Theta oscillations in 4-year-olds

description: Top-down control processes are essential for guiding attention and working memory towards task-relevant information. Recently, theta oscillations were suggested as critical for these cognitive processes. Infant studies testing a mixture of bottom-up and top-down processes support adult theta findings. Yet, since infants cannot be instructed, it remains unclear to what extent theta oscillations are involved particularly in top-down control in early childhood. That is especially relevant towards school age when children need top-down control to solve the increasingly complex tasks. In this EEG study, we investigated whether theta-power in 4-year-olds is sensitive to task engagement and to different cognitive task demands. In a within-subjects design, children had three different instructions before watching videos including either no demands (No Task), language-related (Color-naming Task), or action-related (Imitation Task) demands. We analyzed children’s theta-power (3-6Hz) in two contrasts: 1) Task vs. No Task and 2) Color-naming vs. Imitation Task. The findings revealed more frontomedial theta-power when children were engaged in a task and their theta-power increased during their cognitive engagement. Theta-power was stronger over left fronto-temporal sites for language- compared to action-related demands. These findings support recent theoretical work highlighting theta oscillations in top-down control and extend this neurocognitive framework to preschoolers.
DOI: 10.34973/9txv-z787
title: From full calibration to zero training for a code-modulated visual evoked potentials brain computer interface

description: Objective. Typically, a brain computer interface (BCI) is calibrated using user- and session-specific data because of the individual idiosyncrasies and the non-stationary signal properties of the electroencephalogram (EEG). Therefore, it is normal that BCIs undergo a time-consuming passive training stage that prevents users from directly operating it. In this study, we systematically reduce the training dataset in a step-wise fashion, to ultimately arrive at a calibration-free method for a code-modulated visually evoked potentials (cVEP) based BCI to fully eliminate the tedious training stage.
		
Approach. In an extensive offline analysis we compare our sophisticated encoding model with a traditional event-related potential (ERP) technique. We calibrate the encoding model in a standard way, with data limited to a single class while generalizing to all others, and without any data. Additionally, we investigate the feasibility of the zero-training cVEP BCI in an online setting. 
		
Main results. By adopting the encoding model, the training data can be reduced substantially, while maintaining both the classification performance as well as the explained variance of the ERP method. More so, with data of only a one class or even no data at all, it still shows excellent performance. Besides, the zero-training cVEP BCI achieved high communication rates in an online spelling task, proving its feasibility in practical use.
		
Significance. To date this is the fastest zero-training cVEP BCI in the field, allowing high communication speeds without calibration while using only a few non-invasive water-based EEG electrodes. This allows to skip the training stage altogether and spent all precious time on direct operation. This minimizes session time and opens up new exciting directions to practical plug-and-play BCI. Fundamentally, these results validate that the adopted neural encoding model compresses data into event-responses without loss of explanatory power as compared to using full ERPs as template.
DOI: 10.34973/rgme-ze16
title: Electrophysiological signatures of conceptual and lexical retrieval from semantic memory

description: Retrieval from semantic memory of conceptual and lexical information is essential for producing speech. It is unclear whether there are differences in the neural mechanisms of conceptual and lexical retrieval when spreading activation through semantic memory is initiated by verbal versus nonverbal material. 
In the current database, we measured 20 participants' EEG in verbal- and nonverbal-context picture-naming tasks. Target pictures were presented after constraining and nonconstraining contexts. In the verbal settings, contexts were provided as sentences (e.g., constraining: “The farmer milked a...”; nonconstraining: “The child drew a...”; target picture: COW). In the nonverbal settings, contexts were provided as two priming pictures (e.g., constraining: nest, feather; nonconstraining: leaf, lipstick; target picture: BIRD). For further information regarding the current research data, please contact Cecilia Husta (cecilia.husta@gmail.com).
DOI: 10.15468/dl.yrxuen
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cavariella aegopodii (Scopoli, 1763)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1266 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010017-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15032020
title: Data Mentah_Judul Thesis Latihan 01
DOI: 10.5281/zenodo.15032021
title: Data Mentah_Judul Thesis Latihan 01
DOI: 10.15468/dl.n7wfbm
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.59760 -42.45584,89.59760 -42.45584,89.59760 8.45584,-37.59760 8.45584,-37.59760 -42.45584))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orycteropus afer afer"
 ]
}

 The dataset includes 196 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010020-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15032037
title: STUDYING THE MOVEMENT OF DE-FIBERED SEEDS ALONG THE CROSS-SECTION OF THE ROLL BOX
DOI: 10.5281/zenodo.15032038
title: STUDYING THE MOVEMENT OF DE-FIBERED SEEDS ALONG THE CROSS-SECTION OF THE ROLL BOX
DOI: 10.15468/dl.psyvbr
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cavariella archangelicae (Scopoli, 1763)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010021-250310093411724/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.28601780
title: Lipidomics data

description: These are the raw lipidomics data of mice in the paper "The carotenoid torularhodin alleviates NAFLD by promoting Akkermanisa muniniphila-mediated adenosylcobalamin metabolism".
DOI: 10.15468/dl.2cnqkf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sphaeroma terebrans Spence Bate, 1866)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010024-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96v563
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pieris rapae (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((118 27,123 27,123 31.25,118 31.25,118 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 86 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010023-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7g3hu
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Python molurus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 440 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010029-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvypqn
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Equus africanus Heuglin & Fitzinger, 1866)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 124 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010027-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b38z6v
title: Occurrence Download

description: A dataset containing 6178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Portunus pelagicus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6178 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010025-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44v47m
title: Occurrence Download

description: A dataset containing 1164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chlorocebus aethiops (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1164 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010026-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bdyxu
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branchiomma curtum (Ehlers, 1901))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010028-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.he7bf4
title: Occurrence Download

description: A dataset containing 4629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Varanus niloticus (Linnaeus, 1766))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4629 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010030-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yym9h
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pieris rapae (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((118 27,123 27,123 31.25,118 31.25,118 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 86 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010033-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.