cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25493/wqq0-psr
title: Columnar clusters in the human motion complex reflect consciously perceived motion axis

description: The specific contents of human consciousness rely on the activity of specialized neurons in cerebral cortex. We hypothesized that the conscious experience of a specific visual motion axis is reflected in response amplitudes of direction-selective clusters in the human motion complex. Using submillimeter fMRI at ultrahigh field (7 T) we identified fine-grained clusters that were tuned to either horizontal or vertical motion presented in an unambiguous motion display. We then recorded their responses while human observers reported the perceived axis of motion for an ambiguous apparent motion display. Although retinal stimulation remained constant, subjects reported recurring changes between horizontal and vertical motion percepts every 7 to 13 s. We found that these perceptual states were dissociatively reflected in the response amplitudes of the identified horizontal and vertical clusters. We also found that responses to unambiguous motion were organized in a columnar fashion such that motion preferences were stable in the direction of cortical depth and changed when moving along the cortical surface. We suggest that activity in these specialized clusters is involved in tracking the distinct conscious experience of a particular motion axis.
DOI: 10.25493/z8j1-1h3
title: Individual Brain Charting: HCP Gambling task

description: This dataset contains functional magnetic resonance images (fMRIs) of 12 subjects performing HCP Gambling task. Its aim was to localize brain structures of the reward system, namely the basal ganglia complex. The paradigm included eight blocks and each block was composed of eight events. For every event, the participants were asked to play a game. The goal was to guess whether the next number to be displayed, which ranged from one to nine, would be smaller or larger than five while a question mark was shown on the screen. The answer was given by pressing the respective button of the response box. Feedback on the correct number was provided afterwards. There was an equal amount of blocks; the participants experienced a majority of either reward or loss events in each of them. The task was constituted by eight blocks per run, in which each half related to reward and loss experience, respectively. The order of the two block cate gories was pseudo-randomized during a single run, but fixed for all participants. A fixation-cross period of fifteen seconds was displayed between blocks. All blocks contained eight trials. The trials included a question-mark visual stimulus lasting up to 1.5 seconds, a feedback period of one second and a fixation-cross period of one second, as well; the total duration of the trial was then 3.5 seconds approximately. [https://openfmri.org/dataset/ds000244/](https://openfmri.org/dataset/ds000244/) [https://neurovault.org/collections/2138/](https://neurovault.org/collections/2138/)
DOI: 10.25493/g8e3-dqe
title: TMS-EEG perturbation in patients with disorders of consciousness

description: Patients with disorders of consciousness (DOC) are awake but are unable to communicate and report upon their level of awareness. While standardized behavioral evaluation has been the most reliable clinical tool to diagnose DOC, neuroimaging and electrophysiology have proven to be techniques that can provide complementary information to the behavioral assessment. This multimodal dataset contains data from DOC patients, including structural magnetic resonance imaging, resting state high-density electroencephalography, electroencephalography during stimulation with transcranial magnetic pulses and repeated behavioral assessments using the standardized procedures for this population of patients.
DOI: 10.25493/pd28-tra
title: Individual Brain Charting: RSVP Language

description: This dataset contains functional magnetic resonance images (fMRIs) of 12 subjects performing RSVP Language task to localize the areas implicated in language comprehension, participants were presented with stimuli consisting of sequences of words, pseudowords or nonwords. For some conditions, these sequences were composed by well-formed sentences. They were presented as visual stimuli, using a Rapid-Serial- Visual-Presentation (RSVP) paradigm. Concretely, there were six experimental conditions featuring the different types of stimuli: i) complex meaningful sentences, containing at least two clauses (e.g. a main and a relative clause); ii) simple meaningful sentences, with only one main clause; iii) jabberwocky, obtained from well-formed sentences whose content words were replaced by meaningless, yet pronounceable pseudowords; iv) lists of words; v) lists of pseudowords; and vi) list of non-words (aka consonantstrings). Following each sequence after a short delay, a probe (which could be a word, pseudoword or non-word) was displayed with a 50% probability of having been presented in the sequence. Participants had then to indicate, by pressing one of the two possible response buttons, whether the probe had appeared in the sentence. One session of data collection comprised six runs; each of them included sixty trials related to the six experimental conditions, i.e. ten trials corresponded to one condition. The order of the trials was pseudo-randomized within and between runs across participants, such that the same experimental condition did not occur in two immediately successive trials. A trial lasted ten seconds. It started with the display of a fixation cross for two seconds, followed by the display of a blank screen for 0.5 seconds. Afterwards, a sequence of ten stimuli was presented at a rate of one stimulus per 0.4 seconds. Further, a blank screen was displayed during a randomly varying period of time between one and 1.5 seconds, followed by the display of a fixation cross for 0.5 seconds plus a probe stimulus for 0.5 seconds. Finally, the stimuli were cleared and a response-time window opened for 2 seconds. [https://openfmri.org/dataset/ds000244/](https://openfmri.org/dataset/ds000244/) [https://neurovault.org/collections/2138/](https://neurovault.org/collections/2138/)
DOI: 10.5281/zenodo.5727645
title: CQ1 CellVoyager example dataset 2

description: Example data set produced by a Yokogawa CQ1 spinning disk confocal microscope, using Yokogawa's CellVoyager software. 3 wells à 4x5 FOV, 10 z slices, 2 channels. Linked to the forum.image.sc thread 59880.
DOI: 10.5281/zenodo.5727644
title: CQ1 CellVoyager example dataset 2

description: Example data set produced by a Yokogawa CQ1 spinning disk confocal microscope, using Yokogawa's CellVoyager software. 3 wells à 4x5 FOV, 10 z slices, 2 channels. Linked to the forum.image.sc thread 59880.
DOI: 10.25493/gknt-t3x
title: Intracranial electrophysiological recordings from the human brain during memory tasks with pupillometry

description: Data comprise intracranial EEG (iEEG) brain activity, including electrocorticography (ECoG) and stereo EEG (sEEG) signals, recorded from over 100 electrode channels implanted in any one patient across various brain regions. The iEEG signals were recorded in epilepsy patients undergoing invasive monitoring and localization of seizures when they were performing a battery of four memory tasks lasting approx. 1 hour in total. Gaze tracking on the task computer screen with estimating the pupil size was also recorded together with behavioral performance. Each dataset comes from one patient with anatomical localization of each electrode contact. Metadata contain labels for the recording channels with behavioral events marked from all tasks, including timing of correct and incorrect vocalization of the remembered stimuli. The iEEG and the pupillometric signals are saved in BIDS data structure to facilitate efficient data sharing and analysis. These unique datasets provide a universal structure for a large scale of electrophysiological recordings that are relevant for research in neurology, neuroscience and neurophysiology of human memory, cognition and the associated brain functions.
DOI: 10.17632/b5yc9sw7y9.3
title: The Mediating Role of Self-leadership on Basic Psychological Needs, Academic Self-efficacy and Career Adaptability When Life Satisfaction is Controlled 

description: In this study, a structural model was tested to investigate the mediator role of self-leadership in the relationships between basic psychological needs and career adaptability and academic self-efficacy and career adaptability. When testing the model, the effect of life satisfaction was controlled. 404 university students [67.3% females and 32.7% males] participated in the study. The participants responded to measures of basic psychological needs satisfaction, academic self-efficacy, self-leadership, career adaptability, and life satisfaction. The data was collected online by way of Google Forms in July 2021. The participants were accessed by sharing the study link with certain explanations on a few social media accounts, which university students follow, such as Facebook groups or Whatsapp (a message communication application), and requested to share the link with their friends.
DOI: 10.17632/j65dfngnfv.1
title: Documentation of Ethnoveterinary use of medicinal plants 

description: The aim of this study is to investigate ethno-veterinary use of plants in the Highland, Grasslands of Free State and Lesotho. The following are the study objective: To document the ethno-veterinary use of plants in Highland Grasslands of Free State and Lesotho.For most marginalised small sale and subsistence farmers, the prohibitive costs of pharmaceutical products and the lack of access to veterinary services are significant reasons for farmers to use non-conventional medicines(Luseba and Van der Merwe, 2006). Furthermore, the use of conventional drugs is fraught with challenges such as resistance to antimicrobial drugs, and persistence of drug residues in animal products. This raises the need to search for cheap accessible and less toxic alternatives such as plant products that can address the preceding challenges. Ethno-veterinary knowledge is passed from generation to generation by oral tradition in the African context. Without being properly documented, this information can easily be lost or distorted (Eshetu et al., 2015). This is not an exception in the Highland and Grasslands of the Free State and Lesotho.
DOI: 10.17632/jgzxyb8bkr.1
title: Descriptive study of quantitative analysis of thrombocytes in NICU - A Retrospective Study

description: Descriptive study of
quantitative analysis of thrombocytes
in NICU - A Retrospective Study
DOI: 10.17632/m4zv2p4tsy.1
title: Plasma protein profiling in patients with neutropenia

description: Quantification of 249 plasma proteins in 53 adult neutropenia patients and 20 age- and sex-matched controls, as well as 10 children with neutropenia and 5 child controls.

The log2-transformed Normalized Protein eXpression (NPX) unit is used for all values. For this reason, values from different proteins cannot be compared. Proteins with more than 50% missing values were excluded from the analysis. Missing values for 12 of the remaining 249 proteins were replaced with Limit of Detection (LOD) values. Missing values in the published data set are caused by samples being excluded from some of the panels due to technical issues.

Please refer to the referenced published article for technical details, clinical information and interpretation: Perturbed NK Cell Homeostasis Associated with Disease Severity in Chronic Neutropenia (Sohlberg et al., Blood, 2021).
DOI: 10.17632/nsnm9tjrnt.1
title: Raw data from a cross-over controlled inpatient dietary study comparing effects of Mediterranean and high protein diets on insulin resistance and glucose variability in pre-diabetic obese women

description: Data used for the analyses presented in the research paper "A high protein diet is more effective in improving insulin resistance and glycaemic variability compared to a Mediterranean diet - a cross-over controlled inpatient dietary study". 

The three uploaded files contain: 
- Clinica data (Rawdata_clinical.xlsx)
- Continuous glucose monitoring data (Rawdata_cgm.xlsx)
- 16S rRNA gene sequences data from participants' stool samples collected at baseline (Rawdata_sequences_trimmed.fastq)
DOI: 10.17632/8pvfs5wyzf.3
title: Bangladesh Agricultural Datasets

description: We have collected the crop transplanting time data, harvesting time data and temperature data based on crop transplanting data from the yearbook of Agriculture Statistics Bangladesh 2020 . After that we have collected crop season data based on crop transplantation time data from the Bangladesh Perspective Agricultural Crop Seasons Article. We then pre-process and aggregate all the data into a complete data set. This dataset contains information on 33 crops of Kharif 1 season, 22 crops of Rabi season and 48 crops of Kharif 2. In all, our dataset contains information on a total of 104 Bangladeshi crops. After that we analyzed our raw data through different types of algorithm.
DOI: 10.17632/vgmddk8sfp.1
title: Transcriptome analysis on the mangrove Acanthus ilicifolius and its terrestrial relatives 

description: Transcriptome analysis on the mangrove Acanthus ilicifolius and its terrestrial relatives
DOI: 10.17632/vrz6gm7nhp.1
title: model code alluvial peatlands (Swinnen et al., 2021 - Biogeosciences)

description: This dataset contains the Matlab code (.m-files) used for the simulations in Swinnen et al., 2021 - Biogeosciences.
The original 1D version of the Digibog model, on which this code is based can be found in the supplementary material of (Morris et al., 2015 - Geophysical Research Letters).
The original version of the STREAM model, on which this code is based can be found on https://research.vu.nl/ws/portalfiles/portal/1936669/f12.pdf.
DOI: 10.17632/fb6rvj28rh.1
title: Effects of core stabilization exercises on pulmonary function, respiratory muscle strength, peripheral muscle strength, functional capacity and perceived appearance in children with adolescent idiopathic scoliosis: A randomized controlled trial

description: To investigate the effects of core stabilization exercises on pulmonary function, respiratory muscle strength, peripheral muscle strength, walking capacity, and perceived appearance in children with adolescent idiopathic scoliosis (AIS).
This is an evaluator-blinded, randomized controlled trial. A total of 30 patients were randomly allocated to either a training group or a control group. The training group received core stabilization exercises in addition to the traditional scoliosis exercises for 8 weeks. The control group only received the traditional scoliosis exercises for 8 weeks. Spirometry, maximal inspiratory and expiratory pressures, 6 minutes walking test (6 MWT), peripheral muscle strength, and The Walter Reed Visual Assessment Scale (WRVAS) were assessed at the beginning and end of the study. 
The training group showed statistically significant improvements in maximal inspiratory pressure, maximum expiratory pressure, and WRVAS score  which were significantly larger compared to the control group (p<0.05). 
Core stabilization exercises given in addition to the traditional scoliosis exercise can improve respiratory muscle strength and perceived appearance in patients with AIS.
DOI: 10.17632/vgj4rjrj3d.2
title: Data for planning hybrid electrical energy systems in Brazil

description:  These data refer to the planning of hybrid electrical energy systems (HEES) for two commercial consumers, C1 and C2, located in Brazil.

The file "Data_Components.xlsx"  contains the costs and technical specifications of the following HEES components:
1. Photovoltaic panels.
2. Inverter.
3. Diesel generator.
4. Battery energy storage system.

The files "Data_Consumer_C1.xlsx" and "Data_Consumer_C2.xlsx" are related to C1 and C2, respectively, and contain the following data:
1. Load demand scenarios.
2. Clearness index scenarios.
3. Diesel price scenarios for thermoelectric generation.
4. Scenarios for the green, yellow, red level 1 and red level 2 tariff flags.
6. Ambient temperature.
5. Number of days each planning period represents.
6. Probability occurrence of each scenario.
7. Probability occurrence of each tariff flag.
8. Contracted demand and demand tariff.
DOI: 10.17632/9y774gbp8v.1
title: ACWP-LCMS ECU72-COL2246

description: Untargeted metabolomics data matrix containing extracted chemical features of LC-MS (ESIneg-QTOF) in rows and samples in columns.
DOI: 10.25493/kfwb-ach
title: Human Intracranial EEG Database (HID) [cohort I]

description: The Human Intracranial Database (HID) is a collection of stereotactic electroencephalography (sEEG) data in epileptic patients, performing eight behavioral tasks. The behavioral tasks were used as functional localizers: short and classic task paradigms designed to activate large-scale neural networks involved in language processing (LEC1 and LEC2), verbal and visuo-spatial working memory (MVEB and MVIS), visual attention (VISU), motor behavior (MOTO), high-level visual (MCSE) and auditory perception (AUDI). Furthermore, patients were also recorded during resting state (REST) and a series of tests designed to evaluate wheather specific types of actions can generate artefacts (ARFA). The sEEG data were obtained via several sEEG depth-electrodes (linear arrays with up to 20 contacts) that were implanted in each patient in a stereotactic surgery. Coordinates of the sEEG electrode contacts are provided in the individual brain space of each patient as well as in a reference brain space (MNI icbm 152). Semantically sEEG electrode contacts were linked to brain areas of the MarsAtlas, but can be positioned on the individual anatomy for checking purposes.
DOI: 10.17632/wccsym6g7j.2
title: Negative Pore Water Pressure in Aquitard Enhances Land Subsidence

description: The data related to tables and figures in this paper
DOI: 10.17632/3yzv92p222.1
title: ACWP-LCMS datamatrix_5CP collection

description: Data matrix containing chemical features extracted from untargeted LCMS (ESIneg-QTOF) experiment and EIC areas.
Chemical features are in rows and samples in columns.
DOI: 10.21421/d2/erbxeh/gk3k0s
title: Reference_set_SNP.hmp.txt.gz

description: :unav
DOI: 10.21421/d2/erbxeh
title: Genotypic data on reference set for fodder quality in Sorghum under drought

description: Genotypic data on 129 reference entries of Sorghum for GWAS analysis and identification of genomic regions for fodder quality. The genotypes were sown and DNA was isolated from leaves of each accession at 4 to 6 leaf stage using the modified hexadecyltrimethylammonium bromide (CTAB) protocol from 12-day-old seedlings and genotyping done following the GBS (Genotyping by Sequencing) approach with ApeKI restriction enzyme used for complexity reduction. SNPs were called using TASSEL v5.2 GBS pipeline against Sorghum assembly v3.1 with default parameters. The raw SNP data has 129 taxa with 5176699 numbers of sites. The filtering was done with site coverage of 80%, minimum allelic frequency: 0.01, heterozygosity: 50% and a final SNP count of 11472.
DOI: 10.25493/q951-0gs
title: Response profiles to uni- and bilateral stimulation in higher-order visual cortex

description: We used functional Magnetic Resonance Imaging (fMRI) at 7T, complemented with additional 3T data. Six healthy participants, with normal or corrected to normal vision, saw stimuli of two different object classes (presented in blocks) while performing a visual detection task. Whereas fixation was kept at the middle of the screen, stimuli were presented at peripheral locations (at 6° eccentricity in the lower visual quadrant). Crucially, a stimulus could either be presented in isolation in one hemifield (unilateral stimulation), or could be combined with a simultaneously presented stimulus in the opposite hemifield (bilateral stimulation). Focusing on the entire ensemble of visually responsive voxels in occipitotemporal cortex, we assessed to what extent object category decoding was possible based on distributed voxel activation patterns in either hemisphere both within and across hemifields, as previously shown for category-selective regions at 3T (e.g., Cichy et al., 2011, Cichy et al., 2013). Furthermore, we examined how object position and identity preferences are reflected in (rank ordered) voxel-wise response amplitudes. In addition, we quantified the consistency of the overlap in activations to uni- and bilateral stimulus configurations across subjects. Finally we explored how to optimally predict the response to bilateral stimulus configurations based on the responses to their constituent elements shown in isolation.
DOI: 10.25493/77z6-c2
title: Human ultra-high resolution functional imaging data (7 Tesla) on multi-element event memories (general raw data)

description: Ultra-high resolution 7Tesla functional MRI data (0.8 mm isotropic) was acquired in 30 young, healthy adults. During data acquisition, participants performed the encoding and retrieval phase of a memory task. Participants learned events, consisting of a popular person, an object (or animal) and a location in a pairwise associative manner. At retrieval, in a 4-alternative forced choice recognition task, one event element served as a cue while a belonging target element was presented among familiar lures of the same element type (e.g. location). Each event was cued from all directions. A closed loop structure (AB-BC-BA) versus an open loop structure (AB-BC-CD) was employed by half of the events, respectively, at encoding. Functional data captured a slice, oriented along the longitudinal axis of the hippocampus and covered the medial temporal lobe, superior occipital cortices and parietal regions. Structural T2-weighted (slice) and T1-weighted data (whole-brain) was acquired. Data can be reused to answer questions about the functional involvement of medial temporal lobe subregions, structure-behavior relationships, questions about memory formation and retrieval.
DOI: 10.17632/2d3kr8zynf.3
title: Arbovirus clinical data, Brazil, 2013–2020

description: This data set presents clinical, sociodemographic, and laboratory information of confirmed patients of Dengue and Chikungunya, as well as patients cases discarded from these same diseases. The data were accounted for by the Health Problem and Notification Information System, from Portuguese Sistema de Informação de Agravo de Notificação (SINAN), that occurred in Brazil, from 2013 to 2020. The data set has 7,632,542 records and 56 attributes. This data set contains four CSV files, the "data set.csv" file contains the pre-processed data set, the "attributes.csv" file contains information about each attribute present in the data set, and the "dengue.csv" and "chikungunya.csv" files contain the data set originated from SINAN without the application of any pre-processing technique.
DOI: 10.17632/j4y34g3yhn.1
title: The presence of invasive grasses affects the soil seed bank composition and dynamics of both invaded and non-invaded areas of open savannas

description: This dataset is supplement data used in the "The presence of invasive grasses affects the soil seed bank composition and dynamics of both invaded and non-invaded areas of open savannas" published in Journal of Enviromental Management. 

Information about the dataset can be found on the 'README' and 'Metadata' sheet.