cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ygrmgzfg8s
title: GPELab, a Matlab toolbox to solve Gross–Pitaevskii equations II: Dynamics and stochastic simulations

description: Abstract GPELab is a free Matlab toolbox for modeling and numerically solving large classes of systems of Gross–Pitaevskii equations that arise in the physics of Bose–Einstein condensates. The aim of this second paper, which follows (Antoine and Duboscq, 2014), is to first present the various pseudospectral schemes available in GPELab for computing the deterministic and stochastic nonlinear dynamics of Gross–Pitaevskii equations (Antoine, et al., 2013). Next, the corresponding GPELab functions are exp... Title of program: GPELab Catalogue Id: AETU_v2_0 Nature of problem Simulation of dynamical solutions for a class of systems (multi-components) of time-dependent Gross-Pitaevskii equations in 1d, 2d and 3d. This program is particularly well designed for the simulation of the dynamics of Bose-Einstein condensates as well as the computation of ground states. Versions of this program held in the CPC repository in Mendeley Data AETU_v1_0; GPELab; 10.1016/j.cpc.2014.06.026 AETU_v2_0; GPELab; 10.1016/j.cpc.2015.03.012 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.5554651.v1
title: Experiment NoMT-SubjectF-160422-0States

description: Experiment in which subject did not perform any mental imagery but passively watched the BCI's user interface, used to establish a baseline.
DOI: 10.6084/m9.figshare.957631.v1
title: Procrustes coordinates of specimens

description: Procrustes coordinates of distal femora (can be used as input for PCA and MANOVA).
DOI: 10.6084/m9.figshare.25187693.v1
title: Table 2. Research questions based on specific objectives

description: Table 2. Research questions based on specific objectives
DOI: 10.6084/m9.figshare.28246448.v1
title: Morphological Influences on Drag Coefficients of Aquatic Plants: A Comparative Study of Stems and Leaves

description: It accompanies the journal article submission to Geophysical Research Letters, which is entitled "Morphological Influences on Drag Coefficients of Aquatic Plants: A Comparative Study of Stems and Leaves".
DOI: 10.6084/m9.figshare.29135552.v1
title: 5FB7A7F95F.AmosP

description: 1111
DOI: 10.17632/b8kg5k528x
title: Libxc: A library of exchange and correlation functionals for density functional theory

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract The central quantity of density functional theory is the so-called exchange–correlation functional. This quantity encompasses all non-trivial many-body effects of the ground-state and has to be approximated in any practical application of the theory. For the past 50 years, hundreds of such approximations have appeared, with many successfully persisting in the electronic structure community and literature. Here, we present a library that contains routines to evaluate many of these functionals ... Title of program: LIBXC Catalogue Id: AEMU_v1_0 Nature of problem Evaluation of the exchange-correlation energy functional and its derivatives. This is a fundamental part of any atomic, molecular, or solid-state code that uses density-functional theory. Versions of this program held in the CPC repository in Mendeley Data AEMU_v1_0; LIBXC; 10.1016/j.cpc.2012.05.007
DOI: 10.6084/m9.figshare.28157438.v1
title: Code and data for "A reduced-scale adaptive morphing vehicle prototype with enhanced aerodynamic efficiency"

description: This dataset contains:CAD files for the design and fabrication of the proposed adaptive morphing vehicle prototype;Computer programs for genetic-algorithm-based autonomous optimization;Raw data acquired in the wind tunnel experiments for demonstrating and validating the morphing vehicle prototype and optimization algorithm; andComputer codes for post-processing and visualizing raw data.
DOI: 10.17632/8h8tzrbzft
title: Laet-L147_Maxicircle

description: Maxicircle sequence | mitochondrial genome
Leishmania tarentolae 
strain L147 MHOM/ET/1972/L100
DOI: 10.6084/m9.figshare.19289642.v1
title: Modified IEEE 15-bus system parameters.docx

description: IEEE data
DOI: 10.6084/m9.figshare.8031032.v1
title: Undergraduates performance on vaccine administration in simulated scenario

description: ABSTRACT Objective: To evaluate the performance of nursing undergraduates on administration of vaccines in the vastus lateralis muscle of the thigh in children as a proposal of intervention, using simulated scenario, skill training and virtual learning environment. Method: Quantitative, quasi-experimental, pre and post-test, performed with 39 nursing students from a federal public university in 2017. The cognitive knowledge test and the Objective Structured Clinical Examination (OSCE) checklist were prepared, validated and applied before and after the intervention, adopting a level of significance of 95%. Results: The mean of the pre-test scores was 12.5 (SD= 2.56), post-test 17.4 (SD= 2.38), p &lt;0.0001. The mean pre-OSCE score was 101.0 (SD= 30.46), post-OSCE 181.92 (SD= 12.04), p &lt;0.0001. Conclusion: The effectiveness of the intervention proposal to increase knowledge and improve the performance of nursing students in administering vaccines to the vastus lateralis muscle of the thigh in children was evidenced.
DOI: 10.17632/5mc3s86982
title: Mango Variety and Grading Dataset

description: This dataset contains images of eight varieties of Pakistani mangoes. An experiment is performed on the proposed dataset for automated classification and grading of harvested mangoes to facilitate farmers in delivering high-quality mangoes on time for export, and a high accuracy is achieved using Convolutional Neural Network. Researchers and students can use this dataset to develop, test and evaluate different computer vision algorithms to contribute the improving agriculture sector. The provided dataset can be consider as a benchmark for testing and comparing the performance of different state-of-the-arts. We would like to thank the Haji Ghulam Muhammad Mangana mango farm (Registered) Multan Pakistan for database collection and (MRI) Mango Research Institute, Multan for guidance about the standardized grading of mango.
DOI: 10.6084/m9.figshare.17131445.v1
title: Instagram in Four Countries

description: Data collected in 2019 about Instagram use in Canada, UK, USA, and France
DOI: 10.6084/m9.figshare.24595626.v1
title: TGA under air raw data files

description: Polymer samples were run by TGA under air, with data files that can be accessed using free TRIOS software by TA instruments.
DOI: 10.17632/6y6zhkpcy4
title: Reinforced Concrete Columns

description: Reinforced Concrete Columns
DOI: 10.17632/ctnhr8pmz4
title: Data for: Onshore wind and the likelihood of planning acceptance: learning from a Great Britain context

description: These datasets support the statistical analysis conducted within the journal paper. - TurbineFullInfo.csv provides the full set of parameters which were used for the statistical analysis - The '.tif' were derived outputs of spatial parameters, and allow for the generalisation of the statistical model
DOI: 10.6084/m9.figshare.16900393.v2
title: Climate Anxiety Data Base

description: This database contains the answers of 468 participants on several scales: the GAD-7, the Climate Anxiety Scale (CAS), a quizz that probes their knowledge about Climate Change (CCKQ), the Prosociality Scale (PSS) and short economic game (EconGame) involving 5 items. It also includes participants' age and perceived gender, as well as the time per day they spent on social media and reading/watching news.
DOI: 10.17632/56t4x7gv3x
title: Differentiating wood wastes from the Amazonia by near-infrared spectroscopy (NIRS) for charcoal production

description: Spectral (obtained on the radial and transverse sides) and qualitative (basic density and moisture) data of tropical wood samples. The spectral signatures associated with multivariate models are able to accurately classify wood wastes according to the species, without depending on the practical experience of yard operators.
DOI: 10.17632/9xp4k5pb4v
title: Inosine reverses multidrug resistance in Gram-negative bacteria carrying mobilized RND-type efflux pump gene cluster tmexCD-toprJ

description: To explore the impact of tmexCD1-toprJ1 expression on bacterial metabolomic state, tmexCD1-toprJ1 gene was cloned into a high-copy plasmid, pUC19, to generate pUC19-tmexCD1-toprJ1. An empty vector without tmexCD1-toprJ1 (pUC19) was included as the control. Subsequently, pUC19-tmexCD1-toprJ1 and pUC19 plasmid was transformed into reference strains K. pneumoniae K6. Then, we performed metabolomic profiling of tmexCD1-toprJ1-negative and -positive bacteria using liquid chromatography-mass spectrometry (LC-MS).
DOI: 10.6084/m9.figshare.24447445.v1
title: Tensile strength of cryo-thermal treated composites

description: The reliability of short fiber reinforced polymer composites in extreme cryo-thermal cycle servicing conditions is crucial for their successful applications in aerospace engineering but their mechanical behaviors are not clear yet under harsh environments with sharp temperature changes. This study investiagtes the influences of cryo-thermal cycling (CTC) from -196 ℃ to 170 ℃ (sharp temperature change) on the tensile properties of short carbon fiber (SCF)/polyetherimide (PEI) composites at room temperature (25 ℃) and elevated temperature (170 ℃). First, SCFs were sized with the hybrid sizing agent of polydomaine (PDA) and carbon nanotubes (CNTs), and then SCF reinforced PEI composites were prepared via the facile injection molding technique. Impressively and unexpectedly, the tensile strength at 25 ℃ and 170 ℃ of SCF/PEI composites is all enhanced by the CTC treatment. The results show that the enhancement in the tensile strength of SCF/PEI composites is attributed to both the improved strength of PEI matrix and the enhanced fiber/PEI interfacial adhesion property after the CTC treatment. In addition, CNT-PDA sizing and CTC treatment have a combined effect on improving the tensile properties of SCF/PEI composites at 25 ℃ and 170 ℃. Overall, the SCF/PEI composites exhibit excellent mechanical properties under extreme service conditions, and are thus promising to serve as aerospace components that need to undergo severe environments with sharp temperature changes.
DOI: 10.25394/pgs.28843751.v1
title: <b>Teacher and student relationships: Investigating relationships with adolescent students who have ADHD</b>

description: Symptoms of Attention Deficit Hyperactivity Disorder (ADHD) create barriers to positive Teacher-Student Relationships (TSRs), especially when the students are in adolescence. The purpose of this study was to explore what practical approaches secondary teachers can use to mitigate the impact of ADHD on the TSRs built with adolescents with ADHD. The study aims to investigate how teachers characterize their TSRs with students who have ADHD, what interventions are associated with positive TSRs, and what barriers teachers face when implementing these interventions in their classrooms. An anonymous survey was distributed to a convenience sample of 36 teachers and support staff at a school in an urban, Midwest school district. There were 5 responses included in the data analysis (13.89% response rate). Despite a small response rate, insights were documented from respondents in an effort to learn the best ways to create positive TSRs with those with ADHD. The data highlighted 3 interventions that had a positive impact: 1. Clear classroom rules/procedures, 2. Preferential seating, and 3. Chunking larger assignments. One intervention stood out as having a negative impact: Verbal reprimands/scolding for inappropriate behavior. Interventions with movement were mentioned as difficult to implement, despite literature indicating their positive impact. Respondents expressed a need for further information about ADHD itself. The results of the literature review and survey from the current study informed the creation of a handbook for early secondary school teachers and support staff (included in the appendix). This study emphasizes the need for further research on this topic from a larger sample size to ensure results can be generalizable.
DOI: 10.25403/upresearchdata.27330849.v1
title: Analyzed typologies and criterial evaluation results for circular economic indicators

description: Evaluation of existing and vernacular housing typologies in the Northern Cape by utilising circular economic indicators to improve circularity within the South African housing sector.  The research study explored the integration of traditional architectural practices into contemporary construction to enhance sustainability and circularity within the South African built environment. focussing on the Gamagara Mining Corridor.
DOI: 10.26180/22207579.v3
title: Spatially Resolved Transcriptomics Exploration in 3D Desktop and Virtual Reality Environments with VR-Omics - Test data

description: Test data to be used with VR-Omics. The data has been already processed using the VR-Omics Automated Workflow.
DOI: 10.6084/m9.figshare.25658460.v1
title: Supplementary Data: List of characters for phylogenetic analysis

description: The text document lists characters and character states for morphological characters used in phylogenetic analysis of erethizontine porcupines. If you use this dataset, please cite the associated paper:<br>They were generated for the manuscript Vitek, N.S., Hoeflich, J.C., Magallanes, I., Moran, S.M., Narducci, R.E., Perez, V.J. Pirlo, J., Riegler, M.S., Selba, M.C., Vallejo-Pareja, M.C., Ziegler, M.J., Granatosky, M.C., Hulbert, Jr.. R.C., Bloch, J.I. In Review. An extinct North American Porcupine with a South American tail. Current Biology.
DOI: 10.6084/m9.figshare.26849386.v2
title: Hydro-Climatic dataset for the evaluation of impacts of large-scale bioenergy crop cultivation on the regional climate, water quantity, and water quality in the U.S. Northern High Plains

description: This dataset consists of monthly 1) CWRF climate data used as input for Soil and Water Assessment Tool (SWAT) for Northern High Plains Aquifer region; and 2) hydrological outputs that were used for evaluation of impacts of large scale bioenergy crop cultivation in the U.S. on the regional climate, water quantity, and water quality of the Northern High Plains Aquifer region.
DOI: 10.6084/m9.figshare.28683911.v1
title: Stenian-Tonian Zircon Hf from Laurentia

description: Data extracted from Puetz et al. (Scientific Data 2024) and classified for location quadrant in North America (NSEW)
DOI: 10.6084/m9.figshare.6726434.v1
title: Dataset for: Spatio-temporal modelling of hydrological return levels. A quantile regression approach

description: Extreme river flows can lead to inundation of floodplains, with consequent impacts for society, the environment and the economy. Extreme flows are inherently difficult to model, being infrequent, irregularly spaced and affected by non-stationary climatic controls. To identify patterns in extreme flows a quantile regression approach can be used. This paper introduces a new framework for spatio-temporal quantile regression modelling, where the regression model is built as an additive model that includes smooth functions of time and space, as well as space-time interaction effects. The model exploits the flexibility that P-splines offer and can be easily extended to incorporate potential covariates. We propose to estimate model parameters using a penalized least squares regression approach as an alternative to linear programming methods, classically used in quantile parameter estimation. The model is illustrated on a data set of flows in 98 rivers across Scotland.
DOI: 10.17632/2mkx8ht3k8
title: Dataset for The Aboveground Biomass and Vegetative Carbon Dioxide Stocks of Bambusa vulgaris in Ghana’s Bobiri Forest

description: The dataset attached was produced and analysed in the undertaking of the study “Aboveground Biomass and Vegetative Carbon Dioxide Sequestration of Bambusa vulgaris in Ghana’s Bobiri Forest”. The study aimed to estimate the vegetative carbon stock of B. vulgaris, the most widespread bamboo species in Ghana, by determining the aboveground biomass and the carbon stocks in the vegetative carbon pools (aboveground, belowground, coarse woody (dead bamboo), and litter. The study was conducted in the Bobiri Forest Reserve.
Compartment information has been presented in the compartment tab in the data file attached. The dataset comprises raw and processed data from the three carbon pools measured i.e. aboveground biomass, coarse woody debris, and litter pool. The aboveground biomass was measured for n = 2,114 and the parameters were the clump dimensions (length and breadth), number of culms per clump, age of each culm per clump, diameter at breast height, and the stand area. Sampled culms were analysed for density and carbon content. The aboveground biomass was estimated for each culm using the allometric equation AGB=0.3432(ρ×DBH^2 )^1.1285 . 
Coarse woody debris was measured in the field by establishing a 100X1 m transect in each compartment. Measurements were made for n = 311 dead culms to find their volume, mass, density, and carbon content. Litter measurements were also done by collecting litter in quadrants from five positions within sample plots. Litter samples were analysed in the laboratory for dry weight and carbon content. 
The carbon stocks in the various carbon pools were estimated by finding the product between the carbon content and the biomass measured. Vegetative carbon stock was then calculated by adding the carbon stock in the aboveground, belowground, coarse woody, and litter. This study did not employ a destructive approach or use an allometric model to estimate the belowground biomass of bamboo culms. Therefore, an existing root-shoot ratio of 0.2 was used to predict the belowground biomass from the estimated aboveground biomass.
DOI: 10.6084/m9.figshare.24268882.v1
title: SUD2023

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)Publication: Hatoum, A.S., Colbert, S.M.C., Johnson, E.C. <i>et al.</i> Multivariate genome-wide association meta-analysis of over 1 million subjects identifies loci underlying multiple substance use disorders. <i>Nat. Mental Health</i> <b>1</b>, 210–223 (2023). https://doi.org/10.1038/s44220-023-00034-y
DOI: 10.6084/m9.figshare.7708016.v1
title: Data dictionary.docx

description: Healthcare resource utilisation and costs of agitation in people with dementia living in care homes in England<b><br></b>
DOI: 10.6084/m9.figshare.8293220.v1
title: The raw data of the article "Early changes in the urine proteome in a rat liver tumor model "

description: All the raw data of the article "Early changes in the urine proteome in a rat liver tumor model ".
DOI: 10.17632/jfmk73zcf8
title: MolSOC: A spin–orbit coupling code

description: Abstract A description of the theoretical background, the numerical algorithm and the input/output files structures of the computer program MolSOC is presented. This code provides an efficient tool for the spin–orbit (SO) coupling treatment in many-electron systems by a non-iterative method implementation. Preliminary versions of the MolSOC program have been already tested and successfully applied in the framework of density functional theory (DFT). SO calculations can be performed either employing a ... Title of program: MolSOC v0.1 Catalogue Id: AERK_v1_0 Nature of problem An accurate description of the electronic structure of heavy many electron systems requires, very often, the inclusion of the spin-orbit coupling contributions. Versions of this program held in the CPC repository in Mendeley Data AERK_v1_0; MolSOC v0.1; 10.1016/j.cpc.2013.10.014 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/r6mzjs36xz
title: Water quality and physical assessment of sungkilaw waterfalls in Zamboanga Norte, Philippines | JBES 2021

description: Zamboanga del Norte is often considered enigmatic as it has several secret mysteries waiting to be found. Sungkilaw Falls in Zamboanga Norte, Philippines is now listed as a tourist destination as it has proved to be one of Zamboanga Peninsula’s most famous tourist destinations. This study considered three streams using a single sampling technique to assess the fall's physical features and water quality initially. Studied water quality parameters were pH, temperature, biochemical oxygen demand (BOD), turbidity, total dissolved solids (TDS) using pre-calibrated portable meters. Total and fecal coliforms were also determined using the Multiple Tube Fermentation Technique to find out the presence of a member of the coliform group in groundwater and surface water. Overall, Sungkilaw falls water quality parameters are within the normal limit of the DENR standard showing no potential pollution. The presence of coliforms was detected in the bacteriological analysis of the water samples in all sampling stations. These results are possible because of the wastes that leach from industrial, animal, and domestic sewage in the streams. Present findings are preliminary and further analyses and monitoring may be essential.
DOI: 10.6084/m9.figshare.1176081.v1
title: York University students dataset of those with piercings and food allergies

description: Method 25 students in Ecology 2050 lab, were verbally asked if they have had any body piercings and food allergies. Yes/no answers for each student were collected and written in a table. The duration of the experiment took approximately 15 minutes.
DOI: 10.17632/7hyptcbkkd
title: A Multichannel Continuous Clinical Electromyography Dataset from Neurosurgery

description: In this dataset, we present a six-channel EMG dataset obtained from five cranial nerves during the cerebellopontine angle tumor surgery from 11 patients using the technology of cIONM. It’s the first dataset to automatically recognize or forecast EMG patterns during cIONM. We also spent time labeling and classifying the data so that the real intraoperative EMG data are more generalizable and clinically meaningful compared to the previous guided, fixed-posture EMG data performed in the laboratory. This dataset can be used to develop and validate more deep-learning-based or machine-learning-based algorithms, models, or tools for monitoring neurological function related to surgery and to study the mechanisms and effects of nerve injury or repair during surgery. In addition, the dataset can provide useful information for medical practice to improve the safety and success of surgery.
DOI: 10.17632/st4xh92wm2
title: Dataset for:Current scenario of machine learning applications to hydrothermal liquefaction via bibliometric analysis

description: data for bibliometric analysis form Scopus database
DOI: 10.6084/m9.figshare.26831335.v1
title: isotopes data

description: Stable Isotopes of Precipitation, Soil and Xylem Water
DOI: 10.17632/6kvcfvwgz8
title: Data for: PERFORMANCE EVALUATION OF A LOW FLOW RATE ANNULAR LINEAR INDUCTION PUMP

description: Experimental and numerical data related to small ALIP
DOI: 10.17632/ffhvzrr3jd
title: Data for: Late Ordovician obliquity-forced glacio-eustasy recorded in the Yangtze Block, South China

description: The raw data of magnetic susceptibility (MS) and anhysteretic remnant magnetization (ARM) in depth domain. The detailed result data: 1) interpolation and detrending of the whole log-transformed ARM series in depth domain; 2) cyclostratigraphic analysis on the log-transformed ARM series of Subsets 1, 2, and 3 in depth domain, including interpolation, detrending, 2π MTM spectrum, and filtering; 3) 405-kyr and 33.8-kyr astronomical calibrations of the whole log-ARM series, including the agemodels used for calibrations, as well as interpolation, detrending, 2π MTM spectrum, and filtering in time domain; 4) the long-period amplitude modulation analysis on the 33.83-kyr-calibrated log-ARM series, including the e/T and O/T series and their amplitude spectra, as well as the g4-g3, s4-s3, and s3-s6 filter outputs.