cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5nstrm
title: Occurrence Download

description: A dataset containing 856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita turgiceps Timberlake, 1954"
 ]
}

 The dataset includes 856 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013180-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-mt42a
title: BJP Inconel 625: Sintered at 1270C for 0 hours (Traditional Techniques)

description: Stylus Profilometry, 3D Microscopy, and Scanning White-Light Interferometry measurements were taken on an Inconel 625 sample, created with binder-jet printing, and sintered at 1270 C degrees for 0 hours. This sintering temperature is below the solidus line for solid-state sintering. 

Here are the print parameters: 
Powder preparation: nitrogen gas atomization
Particle distribution: 16 – 63 microns
Mean particle size: 20 – 25 microns
Layer thickness: 100 microns
Nozzle spacing: 64 nozzles in parallel with the print head
Sample Orientation: the build direction is in the positive z direction, the print bed movement is on the x-axis, and the roller direction is on the y-axis. 
The surface measured on this sample is the positive y-face of orientation

Surface Topography data for this surface was collected on a stylus profilometer (Alfastep IQ, KLA-Tencor, Milpitas, CA). A 3D digital microscope (VR-3200 Keyence, Itasca, Illinois) was also used for 3D microscopy (via fringe projection). Scanning white-light interferometry (Contour GT-I, Bruker, Billerica Massachusetts) was also performed.

The data is associated with the following publication:
Brown, C., Nescio, M., Chadha, V., Zheng, C., Abelev, E., Chmielus, M., and Jacobs, T.D.B. The Difficulty of Measuring Surface Topography in Additive Manufacturing: A Comparison Between Measured and True Surface Features of Binder-Jet Printed Samples. ASME Journal of Tribology (2025).
DOI: 10.5281/zenodo.15038628
title: KPI
DOI: 10.5281/zenodo.15038629
title: KPI
DOI: 10.15468/dl.aha4s9
title: Occurrence Download

description: A dataset containing 15095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocincla turdina (Lichtenstein, 1820)"
 ]
}

 The dataset includes 15095 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013183-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9dga9
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotesia ruficrus (Haliday, 1834)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 932 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013184-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/qxh0-3h02
title: Engelse woorden leren met Multiple Choice

description: This collection contains the data of native Dutch speaking children (aged 9-10) who learned orthographically and semantically similar English words using a multiple-choice learning task, as well as materials pertaining to the study. Details of the study can be found in the associated publication.
DOI: 10.34973/j75s-4j33
title: Increased Speed Elicited More Automatized but Less Predictable Control in Cyclical Arm and Leg Movements

description: The present study explores variations in the degree of automaticity and predictability of cyclical arm and leg movements. Twenty healthy adults were asked to walk on a treadmill at a lower-than-preferred speed, their preferred speed, and at a higher-than-preferred speed. In a separate, repetitive punching task, the three walking frequencies were used to cue the target pace of the cyclical arm movements. Movements of the arms, legs, and trunk were digitized with inertial sensors. Whereas absolute slope values (|β|) of the linear fit to the power spectrum of the digitized movements ( p < .001, η 2 = .676) were systematically smaller in treadmill walking than in repetitive punching, sample entropy measures ( p < .001, η 2 = .570) were larger reflecting the former task being more automated but also less predictable than the latter task. In both tasks, increased speeds enhanced automatized control ( p < .001, η 2 = .475) but reduced movement predictability ( p = .008, η 2 = .225). The latter findings are potentially relevant when evaluating effects of task demand changes in clinical contexts.

In this collection, you can find information about the experimental protocol (01. Experiment), datasets (both raw and (pre)processed data) (02. Data), Matlab scripts (03. Scripts) and statistical analysis (04. Data analysis).
DOI: 10.34973/rd6s-0n02
title: PBB - Diffusion MRI

description: Large-scale comparative neuroscience requires data from many species and, ideally, at multiple levels of description. Here, we contribute to this endeavor by presenting diffusion and structural MRI data from eight primate species that have not or rarely been described in the literature. The selected samples from the Primate Brain Bank cover a prosimian, New and Old World monkeys, and a great ape. We present preliminary labelling of the cortical sulci and tractography of the optic radiation, dorsal part of the cingulum bundle, and dorsal parietal-frontal and ventral temporal-frontal longitudinal white matter tracts. Both dorsal and ventral association fiber systems could be observed in all samples, with the dorsal tracts occupying much less relative volume in the prosimian than in other species. We discuss the results in the context of known primate specializations and present hypotheses for further research. All data and results are presented here and available online as a resource for the scientific community.
DOI: 10.34973/6a6p-z140
title: Your "VOORnaam" is not my "VOORnaam": An acoustic analysis of individual talker differences in word stress in Dutch

description: This collection contains the data and analysis script of the manuscript: Your "VOORnaam" is not my "VOORnaam": An acoustic analysis of individual talker differences in word stress in Dutch
DOI: 10.34973/vkkk-yg79
title: Corpus of Dutch Lexical Stress (CooLeSt)

description: This collection contains the files pertaining to the CooLeSt corpus: Corpus of Dutch Lexical Stress.
It contains speech, recorded from 22 native speakers of Dutch (9F/13M). Speech was elicited by visually prompting speakers with (1) words in isolation, and (2) sentences.
Participants were instructed to read the words and sentences out loud.
The corpus contains a readme.txt file, 10415 recordings, 10415 forced-aligned word-level and phoneme-level annotations, 10415 manually checked word-level and syllable-level annotations, and the prompts of the experiment.
DOI: 10.34973/bvqf-yw85
title: Inertial-Sensor-Based Monitoring of Sample Entropy and Peak Frequency Changes in Treadmill Walking during Recovery after Total Knee Arthroplasty

description: This study aimed to investigate whether sample entropy (SEn) and peak frequency values observed in treadmill walking could provide physical therapists valuable insights into gait rehabilitation following total knee arthroplasty (TKA). It was recognized that identifying movement strategies that during rehabilitation are initially adaptive but later start to hamper full recovery is critical to meet the clinical goals and minimize the risk of contralateral TKA. Eleven TKA patients were asked to perform clinical walking tests and a treadmill walking task at four different points in time (pre-TKA, 3, 6, and 12 months post-TKA). Eleven healthy peers served as the reference group. The movements of the legs were digitized with inertial sensors and SEn and peak frequency of the recorded rotational velocity–time functions were analyzed in the sagittal plane. SEn displayed a systematic increase during recovery in TKA patients (p < 0.001). Furthermore, lower peak frequency (p = 0.01) and sample entropy (p = 0.028) were found during recovery for the TKA leg. Movement strategies that initially are adaptive, and later hamper recovery, tend to diminish after 12 months post-TKA. It is concluded that inertial-sensor-based SEn and peak frequency analyses of treadmill walking enrich the assessment of movement rehabilitation after TKA.

In this collection, you can find information about the experimental protocol (01. Experiment), datasets (both raw and (pre)processed data) (02. Data), Matlab scripts (03. Scripts) and statistical analysis (04. Data analysis).
DOI: 10.34973/19gn-7v46
title: The concise language paradigm (CLaP), a framework for studying the intersection of comprehension and production: Electrophysiological properties

description: Studies investigating language commonly isolate one language modality or process, focusing on comprehension or production. We aim to combine both in the new Concise Language Paradigm (CLaP), tapping into comprehension and production within one trial. The trial structure is identical across conditions, presenting an auditory sentence (constrained, unconstrained, time-reversed) followed by a picture to be named (normal, scrambled). We tested 21 young healthy speakers with EEG to examine several validations and novel contrasts afforded by the CLaP. Behavioral results revealed fastest naming times for pictures following constrained sentences, indicating word retrieval based on sentence constraint prior to picture onset. Naming following unconstrained sentences was equally fast as bare picture naming. Brain responses to normal speech after sentence onset (240-400ms) differed significantly from those to time-reversed speech. Picture-locked ERPs showed amplitude differences as a function of condition, especially in the P2 component (200-300ms), and were also modulated by preceding constrained sentences. Alpha-beta power was decreased for contextually guided picture naming relative to time-reversed or unconstrained sentences. These results indicate that the CLaP offers a promising framework to investigate the language system, affording different versions of the linguistic content and tasks, in combination with electrophysiology or other imaging methods.
DOI: 10.34973/4d1s-a946
title: More Predictable and Less Automatized Movements during Walking -not during Repetitive Punching- in Knee Osteoarthritis

description: Using the non-affected leg as stable frame of reference for the affected leg in gait assessment in knee osteoarthritis  (KO)  fails  due  to  compensatory  mechanisms. Assessing the cyclical movements of the upper extremities in a frequency-controlled repetitive punching task may provide an alternative frame of reference in gait assessment in patientswith KO. Eleven participants with unilateral KO and eleven healthy controls were asked to perform treadmill walking and repetitive punching. The KO group showed more predictable (p = 0.020) and less automatized (p = 0.007) movement behavior than controls during treadmill walking. During repetitive punching, the KO group showed a similar degree of predict-ability (p = 0.784) but relative more automatized movement behavior (p = 0.013). Thus, the predictability of the movement behavior of the upper extremities during repetitive punchingseems unaffected by KO and could provide an alternative frame of reference in gait assessment in patients with KO.

In this collection, you can find information about the experimental protocol (01. Experiment), datasets (both raw and (pre)processed data) (02. Data), Matlab scripts (03. Scripts) and statistical analysis (04. Data analysis).
DOI: 10.34973/ez5c-n202
title: Exploratory study of the lateral body sway predictability as frame of reference for gait rehabilitation following a total knee arthroplasty

description: Aims: The aim of the present study was to investigate whether the predictability of frontoparallel trunk rotations (lateral body sway) could serve as a frame of reference to monitor recovery after total knee arthroplasty (TKA).
Methods: Before surgery, 11 TKA patients were asked to perform a treadmill walking task at three different speeds. In addition, their gait abilities were scored on three standard clinical walking tests. The treadmill walking task was repeated at three different timepoints following surgery, i.e., at 3, 6 and 12 months post-TKA. The movements of the trunk were
digitized with an inertial sensor to capture the amplitude and the sample entropy (SEn) of the lateral body sway that were evaluated in separate ANOVAs.
Results: Before surgery the TKA group showed larger body sway (P = 0.025) with smaller SEn values (P = 0.038), which both restored to levels of healthy adults in the 12 months following surgery. Systematic correlations between the SEn values and the clinical test scores
were found.
Conclusions: The current findings show that movement behavior of the trunk in the frontoparallel plane was affected by knee osteoarthritis and suggest that the predictability of the lateral body sway may serve as an index of recovery after TKA.

In this collection, you can find information about the experimental protocol (01. Experiment), datasets (both raw and (pre)processed data) (02. Data), Matlab scripts (03. Scripts) and statistical analysis (04. Data analysis).
DOI: 10.34973/pm0w-wj61
title: Corticospinal correlates of hand preference for reaching during whole-body motion

description: Behavioral studies have shown that humans account for inertial acceleration in their decisions of hand choice when reaching during body motion. Physiologically, it is unclear at what stage of movement preparation information about body motion is integrated in the process of hand selection. Here, we addressed this question by applying transcranial magnetic stimulation over motor cortex (M1) of human participants who performed a preferential reach task while they were sinusoidally translated on a linear motion platform. If M1 only represents a read-out of the final hand choice, we expect the body motion not to affect the MEP amplitude. If body motion biases the hand selection process prior to target onset, we expect corticospinal excitability to modulate with the phase of the motion, with larger MEP amplitudes for phases that show a bias to using the right hand. Behavioral results replicate our earlier findings of a sinusoidal modulation of hand choice bias with motion phase. MEP amplitudes also show a sinusoidal modulation with motion phase, suggesting that body motion influences corticospinal excitability which may ultimately reflect changes of hand preference. The modulation being present prior to target onset suggests that competition between hands is represented throughout the corticospinal tract. Its phase relationship with the motion profile suggests that other processes after target onset take up time until the hand selection process has been completely resolved, and the reach is initiated. We conclude that the corticospinal correlates of hand preference are modulated by body motion.
DOI: 10.34973/52ev-3y73
title: Emotional movement kinematics guide twelve-month-olds’ visual, but not manual, exploration

description: The data, analysis scripts and stimuli used in the paper:
Rutkowska, J. M., Mermier, J., Meyer, M., Bulf, H., Turati, C., & Hunnius, S. (2025). Emotional Movement Kinematics Guide Twelve-Month-Olds’ Visual, but Not Manual, Exploration. Infancy, 30(1), e70000. https://doi.org/10.1111/infa.70000.

The data were obtained in an experimental study with infants and include eye tracking data, and behavioural data coded from video recordings of the testing sessions. The infants first watched videos of actors transporting a toy in a positive emotional manner or a negative emotional manner. The eye tracking data and the coded looking data were recorded in this phase. Then, the infants were given an opportunity to play with the toys and their looking and touching behaviour was coded from the recordings. The analysis scripts include the scripts used for preprocessing in Python (KinEx_first_processing.py and KinEx_correlation_processing.py), for descriptive statistics in Python (KinEx_desc.py), analysis scripts in R (KinEx_analysis_prop.R, KinEx_correlation.R,  KinEx_first_touch_freq.R, and KinEx_first_touch_look.R), and a script to make the figures used in the paper in R (KinEx_plots.R). The stimuli folder includes the stimuli videos used in the study and stimuli information (stimuli.csv).
DOI: 10.34973/05tj-3w64
title: Goal-directed recruitment of Pavlovian biases through selective visual attention

description: Prospective outcomes bias behavior in a “Pavlovian” manner: Reward prospect invigorates action, while punishment prospect suppresses it. Theories have posited Pavlovian biases as global action “priors” in unfamiliar or uncontrollable environments. However, this account fails to explain the strength of these biases—causing frequent action slips—even in well-known environments. We propose that Pavlovian control is additionally useful if flexibly recruited by instrumental control. Specifically, instrumental action plans might shape selective attention to reward/ punishment information and thus the input to Pavlovian control. In two eye-tracking samples (N = 35/ 64), we observed that Go/ NoGo action plans influenced when and for how long participants attended to reward/ punishment information, which in turn biased their responses in a Pavlovian manner. Participants with stronger attentional effects showed higher performance. Thus, humans appear to align Pavlovian control with their instrumental action plans, extending its role beyond action defaults to a powerful tool ensuring robust action execution.
DOI: 10.48511/i2eflf7i
title: Reserve Creek Hydrometric (UKKRSV01H)

description: This dataset contains hydrometric data for Reserve Creek. This site is part of the Columbia Basin Water Monitoring Framework program (CBWMF). The CBWMF is a coordinated monitoring network that tracks how climate change and other impacts are affecting water supply for communities and ecosystems across the Canadian Columbia Basin region. This watershed was identified as a priority by Yaq̓it ʔa·knuqⱡi 'it. Monitoring in this watershed also increases the coverage of the "Mid to high elevation watersheds that are relatively dry and warm" (Group UKK 10A) which the 2023 CBWMD Data Gap Analysis of the Upper Kootenay Hydrologic Region identified as underrepresented in the pre-existing monitoring network.
DOI: 10.48511/hkxs8xgd
title: Edwards Lake Level (UKKEDW01L)

description: This dataset contains lake level data for Edwards Lake. This site is part of the Living Lakes Canada Columbia Basin Water Monitoring Framework program (CBWMF). The CBWMF is a coordinated monitoring network that tracks how climate change and other impacts are affecting water supply for communities and ecosystems across the Canadian Columbia Basin region. Edwards Lake was selected for monitoring because it was identified as a priority by Yaq̓it ʔa·knuqⱡi ‘it.
DOI: 10.5281/zenodo.14825999
title: OME-Zarr Fractal multiwell plate with segmentation & measurements

description: Example dataset of human induced pluripotent stem cells, imaged at 40x magnification with a Yokogawa CV7000. This dataset has been converted to OME-Zarr & processed using the included workflow for the Fractal platform: https://fractal-analytics-platform.github.io/

 

It contains 23 wells of a cardiac differentiation time course. The segmentation algorithm has been optimised for the undifferentiated cells and segmentation quality is known to be worse on denser wells.

 

3 Channels were imaged:

- C01: DAPI, nuclear stain

- C02: nanog, antibody staining with Bio-Techne AG, AF1997-SP, Lot KKJ0617121 for the stemness marker nanog

- C03: Lamin B1, antibody staining with Abcam, ab16048, Lot GR3244890-2 for the nuclear envelope marker Lamin B1

 

This dataset is a maximum intensity projection of 3D data that was acquired in the Pelkmans lab in August 2020.
DOI: 10.5281/zenodo.14826000
title: OME-Zarr Fractal multiwell plate with segmentation & measurements

description: Example dataset of human induced pluripotent stem cells, imaged at 40x magnification with a Yokogawa CV7000. This dataset has been converted to OME-Zarr & processed using the included workflow for the Fractal platform: https://fractal-analytics-platform.github.io/

 

It contains 23 wells of a cardiac differentiation time course. The segmentation algorithm has been optimised for the undifferentiated cells and segmentation quality is known to be worse on denser wells.

 

3 Channels were imaged:

- C01: DAPI, nuclear stain

- C02: nanog, antibody staining with Bio-Techne AG, AF1997-SP, Lot KKJ0617121 for the stemness marker nanog

- C03: Lamin B1, antibody staining with Abcam, ab16048, Lot GR3244890-2 for the nuclear envelope marker Lamin B1

 

This dataset is a maximum intensity projection of 3D data that was acquired in the Pelkmans lab in August 2020.
DOI: 10.15468/dl.g5musd
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Felis chaus Schreber, 1777"
 ]
}

 The dataset includes 370 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013187-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzne4y
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "TaxonKey is Drepanostachyum Keng f.",
 "Year 1000-2025"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013190-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r8bcs
title: Occurrence Download

description: A dataset containing 152279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes L.",
 "Country is United States of America"
 ]
}

 The dataset includes 152279 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013177-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82144/414f4796
title: UNCW USWTR JAX Aerial Surveys May - Oct 2010 - Right side

description: Original provider:
University of North Carolina, Wilmington

Dataset credits:
William A. McLellan, University of North Carolina Wilmington
DOI: 10.15468/dl.n2xv3e
title: Occurrence Download

description: A dataset containing 38823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Circaetus pectoralis A.Smith, 1829"
 ]
}

 The dataset includes 38823 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006004-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtzb2a
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argyrolobium harmsianum Schltr. ex Harms"
 ]
}

 The dataset includes 47 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015755-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.