cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bxgn5ywgxy
title: Ghana Cryptocurrency Awareness and Adoption Factors

description: The dataset assesses the level of awareness of cryptocurrency in Ghana and determines the drivers of individuals’ adoption and use of cryptocurrency. Data was collected via the snowball sampling technique from 989 students and staff at six Ghanaian universities using structured questionnaires.
DOI: 10.6084/m9.figshare.14140691.v1
title: The origin and evolution of salicylic acid signaling and biosynthesis in plants

description: <strong>Gene sequences and classification of core elements of SA biosynthesis and signaling in 47 representative plant species</strong> <br> <strong>Main authors for correspondence:</strong><br> <br> <strong>Keke Yi</strong>, Chinese Academy of Agricultural Sciences<br> yikeke@gmail.com<br> <br> <strong>Xianqing Jia</strong>, Chinese Academy of Agricultural Sciences<br> jiaxq.nju@gmail.com <br> <br> <br> <br> <strong>P.S.</strong> <br> 1. Phylogeny tree of identified genes from 47 selected plant species could be found here: https://itol.embl.de/shared/IgLAtvJSXAHa <br> 2. Pipelines for phylogeny construction could be found here: https://github.com/jiaxianqing/Pipelines/tree/master/Phylogeny_construction
DOI: 10.6084/m9.figshare.20113592.v1
title: Eye-Tracking Dataset to Support the Research on Autism Spectrum Disorder

description: <strong>Abstract:</strong> This study aims to publish an eye-tracking dataset developed for the purpose of autism diagnosis. Eye-tracking methods are used intensively in that context, whereas abnormalities of the eye gaze are largely recognised as the hallmark of autism. As such, it is believed that the dataset can allow for developing useful applications or discovering interesting insights. As well, Machine Learning is a potential application for developing diagnostic models that can help detect autism at an early stage of development. <br> <strong>Dataset Description:</strong> The dataset is distributed over 25 CSV-formatted files. Each file represents the output of an eye-tracking experiment. However, a single experiment usually included multiple participants. The participant ID is clearly provided at each record at the ‘Participant’ column, which can be used to identify the class of participant (i.e., Typically Developing or ASD). Furthermore, a set of metadata files is included. The main metadata file, Participants.csv, is used to describe the key characteristics of participants (e.g. gender, age, CARS). Every participant was also assigned a unique ID. <br> <strong>Dataset Citation:</strong> Cilia, F., Carette, R., Elbattah, M., Guérin, J., & Dequen, G. (2022). Eye-Tracking Dataset to Support the Research on Autism Spectrum Disorder. In Proceedings of the IJCAI–ECAI Workshop on Scarce Data in Artificial Intelligence for Healthcare (SDAIH). <br>
DOI: 10.6084/m9.figshare.25438252.v1
title: UltrasoundRP

description: https://github.com/gengxilu/UltrasoundRP
DOI: 10.6084/m9.figshare.867687.v2
title: Machine learning classification of cell-specific cardiac enhancers uncovers developmental subnetworks regulating progenitor cell division and cell fate specification, Supplemental Table S2

description: Supplemental Table S2 for the manuscript "Machine learning classification of cell-specific cardiac enhancers uncovers developmental subnetworks regulating progenitor cell division and cell fate specification" by Shaad M. Ahmad, Brian W. Busser, Di Huang, Elizabeth J. Cozart, Sébastien Michaud, Xianmin Zhu, Neal Jeffries, Anton Aboukhalil, Martha L. Bulyk, Ivan Ovcharenko and Alan M. Michelson article in press, DOI: 10.1242/dev.101709
DOI: 10.6084/m9.figshare.28099553.v2
title: Data&Codes.rar

description: The codes and data for the paper titled “Modeling Multi-Saliency-Based Navigation Cues for Human Navigation in Urban Street Environments".DataIn the folder Code:-<i>StrucutalCalculation.py </i>is used for the calculation of 3D structual module.In the folder Data, there are:<i>*.jpg:</i> 30 panoramic images of road intersections.<i>*.xlsx:</i> results obtained from Questionnaire Set 1 and 2.Other related open-source tools:<br>How to locate reference inforamtion mentioned in the study:Census Statistics of Hong Kong: open the url, click Major Housing Estates, select Prosperous Garden. Reference data is described in demographic and ecomonic characteristics.Usage:-Visual saliency prediction:Step 1: Image Segmentation (Mask2Former)Step 2: Saliency Object Prediction (VST)Step3: Mask GenerationStep4: Image impaitingStep5: Saliency prediction (MDS-ViTNet), one can fine-tuned the model by using the eye-tracking data we provided.-Semantic saliency prediction:Step1: POI embeddingStep2: add weighting following *.xlsx provided.Step3: Average pooling.-Structural calculation:Step1: Hotspot identification.Step2: add weighting follwing the <i>StrucutalCalculation.py</i>.<br>regression, Kappa, and Cronbach could be easily performed by Python or R.
DOI: 10.17632/3rcz2tfd4y
title: CITY PARK DATA

description: The Nairobi City Park (NCP) was established in 1920, originally as a zoological garden and declared a public park in 1925. It occupied an area of 91 ha but due to illegal alienations, a third of the area has been lost to land grabbers (Makworo & Mireri, 2011). The NCP is an indigenous upland semi-deciduous dry forest whose vegetation is dominated by Croton megalocarpus-Calodendrum capense, usually mixed with Markhamia lutea, Dracaena steudneri, Diospyros abyssinica, Albizia and Vepris species
DOI: 10.17632/4k4sk9nwss
title: Data for: Charge Separation of Photosensitized Phenothiazines for Applications in Catalysis and Nanotechnology

description: Phenothiazines are a class of molecules that have been applied in antipsychotic therapy, photodynamic therapy, dyes, sunscreen, and more recently light-harvesting for energy applications. In the present study, the photochemical properties of phenothiazine aggregates were used for oxidative catalysis and synthesis of gold nanoparticles with potential applications in Boolean logic operations. Phenothiazines have the peculiar photochemical property, which is the stabilization of the photochemically-generated radical cation in their supramolecular aggregates. The phenothiazine radical cations exhibit pink color related to a broad visible spectral band with a peak at 520 nm. In the present study, the pair radical cation/reduced form of two phenothiazines, 10H-phenothiazine (PHT) and 3,7-bis (phenylamino) phenothiazine-5-iodide, named here phenoaniline (PHA) were photochemically generated characterized by absorbance with a peak at the range of 520-550 nm, direct and spin-trapping EPR measurements. The radical cation and separated from the reduced form using the resin styrene-divinylbenzene copolymer containing iminodiacetate ions (Chelex 100). The radical cation entrapped in the resin remained stable and could be used for catalytic oxidation processes. The reduced form remained in aqueous solution and had its reducing properties used to produce gold nanoparticles. Reduced PHT produced gold nanoparticles with dimensions around 7 nm that were arranged in monodispersed supramolecular aggregates of ~60 nm, stabilized by oligomerized phenothiazine, whereas PHA formed anisotropic gold nanoparticles. The supramolecular aggregates of AuNP PHT showed the potential to be applied in Boolean logic systems using CTAB dispersion and citrate reaggregation.
DOI: 10.17632/dxys8zt6ny
title: Dataset of Tweets on Depopulation in Spain (2021-24)

description: This dataset contains information collected from Twitter about depopulation in Spain from 2021 to 2024. The data includes details about the authors, tweet content, and engagement metrics such as retweets, replies, and likes. The dataset was collected for research purposes related to social and economic phenomena of depopulation, providing a basis for qualitative and quantitative analyses.
DOI: 10.17632/hck4tvrhbb
title: Exenatide once weekly for alcohol use disorder investigated in a randomized, placebo-controlled clinical trial

description: Data from a 26 week long, randomised, double-blinded, placebo-controlled clinical trial, investigating the effects of the once-weekly GLP-1 receptor agonist exenatide on reduction in alcohol intake in 127 patients diagnosed with Alcohol Use Disorder (AUD) in the suburbs of Copenhagen, Denmark. Data was collected from august 2017 to October 2020. Alcohol intake was recorded with the Time-Line-Follow-Back method. 
A sub-group of the patients had a SPECT and an fMRI brain scan performed at baseline and at followup. 

Published in: Klausen MK et al. Exenatide once weekly for alcohol use disorder investigated in a randomized, placebo-controlled clinical trial. JCI Insight. 2022; doi:10.1172/jci.insight.159863

Available data collected at week 0, week 4, week 12, week 20, and week 26 are: 
- Heavy drinking days in the last 30 days  (week 0, 4, 12, 20, 26)
- Days without alcohol in the last 30 days (week 0, 4, 12, 20, 26)
- Total alcohol-intake in the last 30 days (week 0, 4, 12, 20, 26)
- Socio-economical status (week 0)
- AUDIT score (week 0, week 26)
- DUDIT-score (week 0 and week 26)
- Diagnostic critereria for AUD according to DSM-5 and ICD-10 (week 0)
- SCIP test (cognition) (week 0, week 4, week 26)
- Routine blood tests* (week 0, week 26) 
- Safety blood tests** (week 4, week 12, week 20) 
- SF-36 questionaire (danish) (week 0, week 26)
- SCL-92 questionaire (danish) (week 0, week 26)
- PACS questionaire (danish) (week 0, week 12, week 26)
- Fagerstrøms questionaire (week 0, week 4, week 12, week 20, week 26)
- Blood pressure, puls (week 0, week 4, week 12, week 20, week 26)
- Height, weight, BMI, waist (abdominal) circumference (week 0, week 4, week 12, week 20, week 26)
- Other medication (week 0)
- Oxidative stress parameters; urine 8-oxoGuo & urine-8oxodG (week 0, week 26)
- Bonemarkers; Plasma-TRAcP-5b, Plasma-CTX, Plasma-P1NP (week 0, week 26)
- FGF-21 (week 0, week 26)
- Plasma exenatide and anti-exenatide antibody binding (week 0, week 26)

Brain-Imaging: Access criteria to this data-set is a methodologically sound proposal with an approved aim directed to corresponding authors (anders.fink-jensen@regionh.dk or mette.kruse.klausen@regionh.dk), and requestors will potentially have to sign a data access agreement. 
- fMRI resting state, N-back task, ALCUE task (week 0, week 26)
- SPECT DAT availability (week 0, week 26)

Biobank for future research: (available pr. demand) 
- Full blood, serum, plasma, urine (stored in a minus 80 degree freezer) (week 0, week 26) 

* MCV, basophilocytes, eosinophils, lymphocytes, monocytes, neutrophils, hemoglobin, B-lymphocytes, thrombocytes, HbA1c, blood sugar level, vitamin B12, albumin, potassium, creatinine, eGFR, sodium, ALAT, amylase, alkaline phosphatase, GGT, HDL, LDL, VLDL, plasma cholesterol, triglycerides, TSH, Vitamin D, INR.
** amylase (week 4, week 12, week 20); ALAT, GGT, creatinine, eGFR (week 12)
DOI: 10.17632/tbjdwkzr57
title: Dataset Examining the Relationship Between Organizational Commitment and Job Performance in Vietnam's Water Supply Sector

description: The relationship between organizational commitment and job performance within state-owned enterprises is complex. This dataset focuses on the water supply sector and aims to explore organizational citizenship behavior in the context of a socialist-oriented market economy. There is a mixed-method approach, combining qualitative insights from expert interviews with quantitative data from employee surveys. A survey was conducted between October 2022 and April 2023. 336 responses were considered valid for analysis. Partial least square structural equation modeling is employed to analyze the measurement model and dynamics between variables.
DOI: 10.6084/m9.figshare.23582559.v1
title: Data and analysis: Migratory Movements of Saltmarsh Sparrows Revealed by Automated Telemetry

description: This repository contains the data and code necessary to reproduce the analysis and figures in the manuscript "Migratory Movements of Saltmarsh Sparrows Revealed by Automated Telemetry" by Benvenuti et al. (in review, Ornithology).Authors (affiliation):Adam D. Smith (U.S. Fish and Wildlife Service, Inventory and Monitoring Program, National Wildlife Refuge System, Southeast Region, Athens, Georgia, USA; Current address: American Bird Conservancy, The Plains, Virginia, USA)Bri Benvenuti (U.S. Fish and Wildlife Service, Rachel Carson National Wildlife Refuge, Wells, Maine, USA; Current address: Ducks Unlimited, Inc., Memphis, Tennessee, USA)Chris S. Elphick (University of Connecticut, Storrs, Connecticut, USA)Nick Ernst (U.S. Fish and Wildlife Service, Rhode Island National Wildlife Refuge Complex, Charlestown, Rhode Island, USA)Adrienne I. Kovach (University of New Hampshire, Durham, New Hampshire, USA)Kathleen M. O’Brien (U.S. Fish and Wildlife Service, Rachel Carson National Wildlife Refuge, Wells, Maine, USA)Nancy Pau (U.S. Fish and Wildlife Service, Parker River National Wildlife Refuge, Newberry, Massachusetts, USA)To run the analysis:Download this repository; all code and data is available in this repositoryExtract the zipped `SALS-main` directory to the desired location on your local machine.Within the `SALS-main` directory, open the SALS.Rproj file in RStudio on a computer with internet access. Note that RStudio requires R to be installed. This opens the RStudio project associated with the data, code, and analysis.All of the code necessary to process, analyze, and generate figures is located in the Code directory. Open and begin by running the code within 00_Process_SALS_Motus_data.R. Proceed sequentially through other similarly-named files. If interested only in the figures, these are provided as a convenience in the `Output` directory.
DOI: 10.6084/m9.figshare.23939544.v1
title: MYE.rds

description: Myeloid single-cell atlas of cigarette smoking lung. Seurat obj.
DOI: 10.6084/m9.figshare.28311860.v1
title: Cavalcante-Neto et al.

description: Some studies suggest that behavioral variation among animals destined for reintroduction programs could influence their post-release survival and overall reintroduction success. Therefore, we aimed to test whether individual behavioral differences in white-lipped peccaries (<i>Tayassu pecari </i>- WLPs) influence their exploratory and dispersal behavior after reintroduction. Using a standard ethological approach, we described the behavioral traits of 17 captive WLPs along three dimensions: aggressiveness, exploration, and sociability. Then, using spatial and temporal unpredictability of food supply, we subjected the animals to 90 days of pre-release training. Following this, we moved the WLPs to a pre-release enclosure at the release site in a remnant area of the Brazilian Atlantic Forest. In this enclosure, we maintained spatial and temporal unpredictability to provide locally available fruits and roots using the soft release technique. After 32 days, we released the WLPs and tracked their movements for the next 12 months. As expected, WLPs displayed individual behavioral variation across the three dimensions analyzed. While sex and age did not affect their behavioral trait scores, an increase in body weight was associated with heightened aggressiveness. The least sociable WLPs were the first ones to explore and disperse in the release site. Our results showed that the individual behavioral variation indeed influences the exploration and dispersal of reintroduced WLPs. Therefore, to increase the chances of successful reintroduction, it is necessary to develop pre-release training strategies that are tailored to the behavioral traits of the individuals.
DOI: 10.6084/m9.figshare.7039034.v1
title: The effects of stress, anxiety, and depression on rumination, sleep, and fatigue: A nonclinical sample

description: Data: The study assessed perceived stress, depression, anxiety, rumination, fatigue, sleep (i.e., subjective sleep quality, daytime dysfunction, sleep latency, sleep disturbance, sleep duration, habitual sleep efficiency, and use of sleep medication). <br>Sample: 229 participants from a community sample answered a survey. <br>Results: High stress, anxiety, and depression was related to more ruminative thinking, which in turn was related to poor sleep quality; and sleep quality predicted worse fatigue. <br>Conclusion: Rumination parsimoniously explains the tendency of stress and affective distress to contribute to poor sleep quality, and together with poor sleep, it may also contribute to worse fatigue in some individuals. <br>
DOI: 10.17632/t2gppznf77
title: Biochar-modulated microbial communities improve phosphorus cycling and rice P uptake in low-P paddy soil

description: A microcosm experiment was located in the field of Shenyang Agriculture University, Liaoning Province, China (41°48′N, 123°33′E) and was conduct during wet cropping season (April 21st to October 1st) of 2021. The mean annual temperature and precipitation had shown in Fig. S1. Rice husk biochar (BC), low phosphorus content biochar (LP) and high available phosphorus content biochar (HP) were used to explore the composition, structure and different P fraction in biochar. The soil used in this experiment was collected from surface layer of south paddy field (0-20 cm) at Shenyang Agriculture University. This field continuously planted rice for more than 50 years.
DOI: 10.17632/w9wtvf52vd
title: Metabolites in kelulut honey of the stingless bees, Heterotrigona itama and Tetrigona binghami from Kuantan, Pahang, Malaysia: LC-MS/MS-QTOF Dataset

description: This is a dataset of metabolites found in stingless bee or Kelulut honey (KH) of Heterotrigona itama and Tetrigona binghami bee species from three different nests in Kuantan, Pahang, Malaysia. The honey samples were firstly prepared using sugaring-out assisted liquid-liquid extraction method and then subjected to Liquid Chromatography–Tandem Mass Spectrometry with Quadrupole Time-of-Flight, operated in the negative ion mode. The compounds' name, average mass, m/z values, base peaks, retention times, and many other METLIN database search hit identities are included in this dataset.
DOI: 10.6084/m9.figshare.27173772.v1
title: Screening of Natural Product for identifying <b>HBV </b><b>capsid protein inhibitors</b>

description: Screening data of Natural Product for identifying <b>HBV </b><b>capsid protein inhibitors</b>
DOI: 10.6084/m9.figshare.29144465.v1
title: <b>NanoNeuroBot: Beyond Healing, Toward Human Connection</b>

description: NanoNeuroBot & NeuroStimAI: Dual Non-Invasive Neuroregenerative Therapies for Spinal Cord Injury<br>⸻<br>Abstract / Description:<br>This dual-initiative research introduces two complementary, non-invasive technologies designed to restore neural connectivity and functionality in patients with Spinal Cord Injury (SCI). 1. NanoNeuroBot is an AI-guided, ingestible nanobot pill engineered to cross the blood-brain barrier and deliver site-specific neuronal regeneration. The nanobot uses a PEGylated gold core and ligand-conjugated shell for targeted delivery, while a mobile application governs dosage and navigation via biosensor input and reinforcement learning algorithms. The system enables real-time, adaptive treatment without the need for surgical implants. 2. NeuroStimAI is a wearable bioelectric patch that applies transcutaneous spinal stimulation (TSS) based on real-time muscle activity. It uses a flexible electrode array, EMG signal sensors, and a smart AI app (built on TensorFlow and Flutter) to optimize stimulation patterns. The system is portable, low-cost, and suitable for home or clinical use.<br>Together, these technologies offer a groundbreaking, synergistic approach to SCI recovery—bridging nanotechnology and neurostimulation under AI supervision. The research also explores development timelines, projected budgets, ethical concerns, and translational potential in both clinical and commercial applications.
DOI: 10.6084/m9.figshare.4879580.v1
title: Raw data: The equivalent internal orientation and position noise for contour integration

description: Data from 7 subjects on the contour integration tasks presented in Baldwin <i>et al. "</i>The equivalent internal orientation and position noise for contour integration"
DOI: 10.6084/m9.figshare.6397256.v1
title: Order of injection for H2Db peptides

description: Order of injections for Db peptides. Related to Figure 3b.
DOI: 10.6084/m9.figshare.7531463.v1
title: CAPTCHA Dataset Tablet

description: Dataset of the paper: "Exploring the Usability of the Text-based CAPTCHA on Tablet Computers", by Darko Brodic and Alessia Amelio
DOI: 10.17632/593c6j274j
title: Data for: Simulation Studies to Quantify the Impacts of Point Defects: An Investigation of Cs2AgBiBr6 Perovskite Solar Devices utilizing ZnO and Cu2O as the Charge Transport Layers
DOI: 10.17632/95hwgjgz2t
title: Data for: Flotation of coarse coal particles in a fluidized bed: the effect of clusters

description: Experiment results showing size distribution, ash content and combustibles recovery for coarse coal flotation in a fluidized bed.
DOI: 10.6084/m9.figshare.13084052.v1
title: MetUM-GOML3.0 Chlorophyll Perturbation Datasets

description: This item contains processed datasets for the published, peer-reviewed manuscript “The effect of seasonally and spatially varying chlorophyll on Bay of Bengal surface ocean properties and the South Asian Monsoon”. The datasets were originally output from the Met Office’s Unified Model coupled to the Global Ocean Mixed Layer 3.0 configuration (MetUM-GOML3.0). The datasets were then processed for numerical and statistical analyses to investigate robust physical mechanisms linking oceanic perturbations to local and remote atmospheric responses. Two 30-year simulations were performed: a control run with globally constant chlorophyll and a perturbation run with seasonally varying chlorophyll in the Bay of Bengal. The datasets can be used to reproduce selected figures in the manuscript that contain model data. <br>The datasets are a mixture of NetCDF (.nc), NumPy array (.npy) and text (.txt) files. Most file names follow a general labelling method (not necessarily in this order): <i>Variable + model run + analysis type + month(s) + file extension</i>
DOI: 10.6084/m9.figshare.13337042.v2
title: SPOT_DEM_Nigeria_assessment

description: This dataset contains derived data from the SPOT DEM's analysis. Including a Microsoft Excel sheet containing elevation differences, coordinates and first order terrain derivatives; shapefiles of same terrain derivatives for Lagos; and maps for both Lagos and Abuja (including land cover maps).