cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19106819.v1
title: Quality and accuracy of patient-oriented web-based information on tooth avulsion

description: <strong>Background/Aim </strong>Tooth avulsion (TA) is a severe form of traumatic dental injury. Treatment outcome depends on the immediate measures taken. Usually, first responders are laypeople and internet has become a favored platform for them to access health-related information. The aim of this study was to evaluate the accuracy, quality, readability and popularity of patient-oriented web information on emergency management of TA. <strong>Methods </strong>Three search engines (Google, Bing and Yahoo.com) were browsed with six VPNs using ‘knocked out tooth’, ‘fallen out tooth’ and ‘tooth avulsion’ as keywords. Top 20 results for each were evaluated. Webpages were included if they had information oriented to caregivers. They were analyzed for accuracy (cut-off ≥ 95%). Quality of the web pages was assessed using DISCERN and Journal of the American Medical Association (JAMA) benchmark. Readability was evaluated using: Flesch-Kincaid Grade Level (FKGL), Gunning Fog (FOG), Simple Measure of Gobbledygook (SMOG), and Coleman-Liau Index (CLI). Popularity was assessed by Alexa Popularity Rank (APR). Accurate and inaccurate webpages were compared using Chi-square analysis and Mann-Whitney U test. Spearman's correlation between accuracy and popularity was established. p&lt;0.05 was considered significant. <strong>Results </strong>Seventy-two webpages were included. 23 (32%) were accurate (k = 0.94). Median DISCERN rating for accurate and inaccurate webpages was 3.0 [2.5–3.0] and 3.0 [2.0–3.0] respectively (p= 0.331). 10(44%) of accurate and 12(24.5%) of the inaccurate webpages had high-quality JAMA (p=0.089). Median readability scores for accurate: FKGL (8[6.75-9.2]), FOG (10.6 [9.55-12.3]), CLI (7[6-7]), SMOG (6.7 [6.15-7.5]); and inaccurate webpages: FKGL (7.85 [6.275-8.525]), FOG (10.55 [8.875-11.425]), CLI (7 [7-8.25]), SMOG (7 [6.2-7.925]). 68(94.5%) and 4(5.5%) webpages had average and difficult readability, respectively with a significantly higher CLI score in inaccurate webpages (p=.0035). Median APR was 1,02,538 [26852-1443755] for accurate and 7,63,190 [219799-2992067] for inaccurate webpages (p=0.163), with no correlation between accuracy and APR, Spearman rho = -0.241, p (2-tailed) = 0.0704. <strong>Conclusion </strong>Relevant webpages were limited and <strong>had </strong>low accuracy. <strong>This can impact the emergency management by laypeople and adversely affect the outcome of TA. </strong><strong></strong>
DOI: 10.6084/m9.figshare.26799118.v4
title: Climate change adaptation - Serious game intervention

description: This intervention study evaluates the serious game Klim:S21 (www.klims21.rgeo.de). 722 young pupils between 13 and 20 years old took part in workshops embedding the game. We address its effect on <i>objective</i> and <i>subjective</i> <i>knowledge</i> about CCA and constructs based on a modified Protection Motivation Theory: <i>risk perception</i> and <i>fear</i> (risk appraisals), <i>trust in actors</i> and <i>measures </i>of CCA (coping appraisals), as well as <i>adaptive</i> and <i>maladaptive reactions</i>.
DOI: 10.17632/sy5zfpb9w6
title: PLUMED 2: New feathers for an old bird

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Enhancing sampling and analyzing simulations are central issues in molecular simulation. Recently, we introduced PLUMED, an open-source plug-in that provides some of the most popular molecular dynamics (MD) codes with implementations of a variety of different enhanced sampling algorithms and collective variables (CVs). The rapid changes in this field, in particular new directions in enhanced sampling and dimensionality reduction together with new hardware, require a code that is more flexible... Title of program: PLUMED 2 Catalogue Id: AEEE_v2_0 Nature of problem Calculation of free-energy surfaces for molecular systems of interest in biology, chemistry and materials science, on the fly and a-posteriori analysis of molecular dynamics trajectories using advanced collective variables Versions of this program held in the CPC repository in Mendeley Data AEEE_v1_0; PLUMED; 10.1016/j.cpc.2009.05.011 AEEE_v2_0; PLUMED 2; 10.1016/j.cpc.2013.09.018
DOI: 10.60893/figshare.apm.27987482.v1
title: Supplemental file

description: SUPPLEMENTARY MATERIAL
DOI: 10.17632/hcthwrh7gt
title: An atomic multiconfigurational Dirac-Fock package

description: Title of program: MCDF Catalogue Id: AANC_v1_0 Nature of problem The relativistic Dirac-Fock equations are set up and solved numerically within the framework of the multiconfiguration approximation. This provides energy eigenvalues and orbital wavefunctions that can be used to calculate various atomic properties. ADAPTATION SUMMARY: Vol:Year:Page 66:1991:392 "0001 CONTWV" "Relativistic continuum wavefunction solver." W.F. Perger; V. Karighattam Note: adaptation instructions are contained in source code Versions of this program held in the CPC repository in Mendeley Data AANC_v1_0; MCDF; 10.1016/0010-4655(80)90041-7 AANC_v2_0; CONTWVG; 10.1016/0010-4655(93)90136-Z AANC_v3_0; CONTWVSA version 1.0; 10.1016/S0010-4655(01)00208-9 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/tk3m4rvjsp
title: Custom miniaturized syringe pump with software management

description: This dataset includes the design files (CAD plans) and control scripts for the custom miniaturized syringe pump system. The syringe pump system enables precise fluid management and sequential injection.
The files provided allow for the fabrication and operation of the syringe pump system, including:
- 3D model files (STL) for system components.
- Control scripts for managing injection 
- Two README files : one for 3D printing and assembly instructions and one for the software.
DOI: 10.6084/m9.figshare.26927398.v2
title: Raw data of the LMO and LFP batteries

description: The raw data for paper "Unlocking ultrafast diagnosis of retired batteries via interpretable machine learning and optical fiber sensors". The preprocessing codes are available at https://github.com/Ruifeng-Tan/Ultrafast-diagnosis-of-retired-batteries. The data of all versions are the same. Only the description is revised.
DOI: 10.6084/m9.figshare.5822112.v1
title: NN DynaQ with prioritized sweeping and multiple predecessors

description: Figures illustrating the model, the task and the results of an neural network implementation of a DynaQ reinforcement learning algorithm with prioritized sweeping, in a case where a (state,action) couple can have multiple predecessors.<br>
DOI: 10.6084/m9.figshare.9616319.v20
title: MUG500+ Repository

description: Database of 500 High-resolution Healthy Human Skulls and 29 Craniotomy Skulls and Implants.<br>Make sure to download the latest version. Check the maintenance log here: https://github.com/Jianningli/mug500plus<br>If you use any part of the dataset, please use the following references for citation in your work:<br>Li J., et al. MUG500+ Repository. Figshare, 2021. DOI: 10.6084/m9.figshare.9616319<br>Li J., et al. MUG500+: Database of 500 High-resolution Healthy Human Skulls and 29 Craniotomy Skulls and Implants. Data in Brief, Elsevier, 2021.<br>A recorded tutorial video about the semi-automatic cranial implant design workflow with Geomagic Sculpt can be viewed at:<br>https://www.youtube.com/watch?v=FzaR3ydjaSc<br>
DOI: 10.6084/m9.figshare.3514379.v1
title: Appendix C. Comparison of linear, quadratic, and piecewise regressions of elk fecal chlorophyll on Julian day over three winter–spring transitions.

description: Comparison of linear, quadratic, and piecewise regressions of elk fecal chlorophyll on Julian day over three winter–spring transitions.
DOI: 10.6084/m9.figshare.13055585.v3
title: Gesticulator: Ablation User Study Results

description: Result of the user study we conducted in our ICMI 2020 paper "Gesticulator: A framework for semantically-aware speech-driven gesture generation" to evaluate 6 different ablations of the proposed model.<br>
DOI: 10.6084/m9.figshare.13236068.v2
title: Raw data

description: Each recording is composed of 3 files: .eeg, .vhdr and .vmrk. The file name includes the participant number and the session type<br>
DOI: 10.6084/m9.figshare.21929871.v1
title: EEG dataset for "Brainwave activities reflecting depressed mood: a pilot study"

description: EEG data from 10 participants (Partisipant A–J) with POMS-2 Depression–Dejection (DD) scores.Fourteen channels of EEG data were recorded at a sampling frequency of 128 Hz.For more information, see the paper in Related Materials.
DOI: 10.6084/m9.figshare.25283184.v1
title: Supplementary Tables from Integration of genomic and ecologic methods inform management of an undescribed, yet highly exploited, sardine species

description: Occurrence records, genomic filters, and summary statistics.
DOI: 10.6084/m9.figshare.3546846.v1
title: Appendix B. Methods to model carbon stocks and the potential for emissions reduction.

description: Methods to model carbon stocks and the potential for emissions reduction.
DOI: 10.6084/m9.figshare.3554589.v1
title: Appendix A. Phylogenetic relationships and taxonomic information for sampled species.

description: Phylogenetic relationships and taxonomic information for sampled species.
DOI: 10.6084/m9.figshare.5558485.v1
title: Data Figure 1

description: Expression profiles of PHO2, IPS1 and miR399 in Pi-starved rice seedling (cv. Nippobare) roots.
DOI: 10.17632/33khhwbhwn
title: BRADS: A Multipurpose Audio Dataset For Bangla Regional Word Detection

description: Research Hypothesis
This dataset tests the hypothesis that Bangla ASR performance is affected by regional dialects and pronunciation variations. Despite Bangla’s widespread use, speech recognition models struggle with dialect diversity. This dataset enables the development of more accurate and inclusive ASR models.

DATA SUMMARY
The dataset contains 298 Bangla words (233 regional, 65 chaste Bangla) recorded by 85 native speakers from eight divisions, resulting in 2,439 high-quality audio samples.

Data formats include .wav (audio files) and .xlsx (text data). Words were recorded using recommended apps, verified manually, and include background noise for real-world ASR training.

NOTABLE FINDINGS
Pronunciation varies significantly across regions. For example, the word "আমি" (Ami) [I] differs:

Chittagong: "আই" (Ayi)
Barisal: "মুই" (Mui)
Rajshahi: "আমাক" (Amak)
Rangpur: "হামি" (Hami)

Chittagong has the most dialectal variance, while Rangpur is closest to chaste Bangla. Most contributions came from ages 23-27, indicating generational trends.

HOW TO USE THE DATA
The dataset can be used for ASR training in CNN, RNN, and Transformer models. It also improves NLP applications, chatbots, and speech-to-text systems. Linguists can study phonetic variations, and it enhances Bangla-English machine translation.

VALUE OF THE DATA
This dataset fills a gap in Bangla ASR research, supporting inclusive AI development and linguistic diversity preservation. It serves as a benchmark for Bangla speech-based AI, making voice technology more accessible
DOI: 10.17632/4vtrtxgxzm
title: Data for: Materials Selection in a Critical Raw Materials Perspective

description: Data in excel format used to create material maps
DOI: 10.17632/phw4knbn8m
title: Evolutionary plasticity and functional repurposing of the essential metabolic enzyme MoeA

description: SOURCE DATA:
 
Data from the manuscript of Megrian et al., "Evolutionary plasticity and functional repurposing of the essential metabolic enzyme MoeA”

- Phylogenetic_Analyses
Newick files corresponding to each phylogeny presented in the article, and alignments used for the reconstruction of each phylogeny.

- AlphaFold_Predictions
Contains the pdf files corresponding to the predicted structures of the dimeric form of ten representative MoeA homologs per group.

- Distance_Analysis
-- Ecoli_Reference_Alignment.aln
Alignment of MoeA sequences used for the distance analysis, using E. coli MoeA as a reference.
-- PCA.csv
PCA analysis output.
DOI: 10.6084/m9.figshare.26309704.v2
title: Dialysis Opens a New Pathway for High-Salinity Organic Wastewater Treatment

description: Dialysis Opens a New Pathway for High-Salinity Organic Wastewater Treatment
DOI: 10.25380/iastate.12645774.v2
title: A seamless 1 km resolution global daytime (1:30 PM) land surface temperature dataset in 2018

description: This seamless 1 km resolution global daytime (1:30 PM) land surface temperature dataset in 2018 was generated from Moderate-resolution Imaging Spectroradiometer (MODIS) LST products (MOD11A1 and MYD11A1), using a spatiotemporal gap-filling algorithm. The seamless LST dataset is of great use in global studies of urban, climate, and ecosystems.<br><b>Change log</b>: a missing file (gf_Day2018_039.tif) has been added to the dataset.
DOI: 10.6084/m9.figshare.26089380.v1
title: HiGTS_2023s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2023s1 contains the data from January 1, 2023 to March 31, 2023.
DOI: 10.17632/4w9rt699d9
title: Damage detection, localization and extent of damage in beams from noisy static measurements using data smoothing and regularization

description: These four Mathematica files present the method of damage localization by statistical methods along with the determination of the extent of damage by the Tikhonov regularization. The results are used in the lone excel file. The results could be reproduced by the Mathematica files.
DOI: 10.17632/6bwjyytm37
title: Artificial Neural Network Code For Prediction and Field Reconstruction of Vortex Structures

description: Velocity field reconstruction using artificial neural networks has been employed on the RANS model data. With the help of opensource Python code, the model is trained over spatial and velocity components as input data and velocity swirling strength as output. Upon training, this code allows the user to perform inverse modeling, to find location and the state of flow at any given value of swirling strength. Furthermore, velocity field reconstruction at any given plane can be seamlessly achieved with this model. The code used in this research is limited to smooth pipe bends, in which friction factor is analysed using a steady state incompressible fluid flow.

Program Summary:

Program title: VortexPrediction_Code
Licensing provisions: Standard CC by 4.0 licence, https://creativecommons.org/licenses/by/4.0/
No. of lines in distributed program, including test data, etc.: 210
No. of bytes in distributed program, including test data, etc.: 175000
Distribution format: .zip
Programming language: Python
Computer: Any workstation or laptop computer running Google Colab, Anaconda, Jupyter, pandas, NumPy, Microsoft Azure, Alteryx, Tensorflow and MATLAB.
Operating system: Windows and Mac OS, Linux.
Runtime: The artificial neural network produces results within a span of 50 seconds for two-dimensional geometry, using the allocated free computational resources of Google Colab cloud-based computing system.
DOI: 10.6084/m9.figshare.17148401.v2
title: PISCOp_h

description: Gridded hourly precipitation based on the temporal disaggregation of PISCOp using SATc and automatic weather stations
DOI: 10.17632/9c9tcxrmpx
title: HRQOL in caregivers of children with and without neurodevelopmental disabilities

description: The goal of this study is to investigate the HRQOL of familial caregivers attending to children with neurodevelopmental disorders compared with caregivers of neurotypical children. Comparative analyses of HRQOL will be performed depending on the severity of the child's disorder and the presence of comorbidities (i.e., children with comorbid diagnosis versus children with one neurodevelopmental disorder).
We assume that caregivers of children with neurodevelopmental disorders have a more negative perception of HRQOL than caregivers of children with neurotypical development. Specifically, we expect that the most affected areas will be those related to physical and mental health. Secondly, we anticipate that caregivers of children with comorbid neurodevelopmental disorders would report a more negative perception of their physical and mental health than caregivers of children without comorbidities. Finally, along the same line, we expect caregivers of children with moderate and severe disabilities to report a lower HRQOL than caregivers of children with mild disabilities.
DOI: 10.17632/ddw494zpvj
title: Bibliometric Review_CS and Performance

description: CS and Performance for bibliometric review from 2004 to June 2023
DOI: 10.6084/m9.figshare.11956356.v1
title: Global marine sedimentary carbon stock

description: Global maps of marine sedimentary carbon stocks at a 1-km resolution. Maps include average carbon stocks, upper and lower bounds, and range of uncertainty. Carbon stocks are standardized to a 1 meter depth. Carbon stocks are presented as Mg km-2. Maps were produced using Random Forest Regressions. In addition to global carbon maps, we provide the R code for calculating uncertainty in carbon stocks. <br><br>
DOI: 10.6084/m9.figshare.24585150.v1
title: Regions of simulated glasses for binary classification about imminent rearrangement

description: Associated with "Information decomposition to identify relevant variation in complex systems with machine learning" (https://arxiv.org/abs/2307.04755)Kieran A. Murphy and Dani S. Bassett, 2023Derived from Richard et al. 2020 ("Predicting plasticity in disordered solids from structural indicators"), this dataset contains local neighborhoods in glasses prepared by either rapid or gradual quenching. Half of the neighborhoods are about to kick off a sudden rearrangement event, and the other half are sampled from elsewhere in the system (at the same instant in time) to create a balanced binary classification dataset. Further, the data has already been divided according to the train/val split used in the paper. Outside of the npz pickle (which contains particle positions, types, and the binary label for every even), the radial distribution functions g_AA(r) and g_AB(r) are included. These measure the density in radial bands around type A particles, averaged across the entire system, and were used to ground the information decomposition results in the paper. Code to process the glass data as we did in the paper can be found through our project page, https://distributed-information-bottleneck.github.io.
DOI: 10.6084/m9.figshare.28694922.v1
title: Preliminary description of the first saurischian tracksite from the Lower Jurassic Kota Formation, Pranhita-Godavari Basin, Southern India

description: The Early Jurassic marks a critical development in archosaurian evolution, characterised by the establishment of dinosaurs in major ecological niches. We report a new large saurischian tracksite near an irrigation dam northeast of the Saligaon Village, Telangana, India. This tracksite marks the first occurrence of a sauropod dinosaur trackway in India and the first report of theropod dinosaurs from the Lower Jurassic Lower Kota Formation (Sinemurian-Pliensbachian; 199 Ma-192.9 Ma). Possible complex ethological behaviours, such as drag marks and trampling, are also reported from the formation. The bipedal dinosaur tracks have been assigned to <i>Eubrontes giganteus</i> and <i>Kayentapus hopii</i>, and the sauropod trackway to cf. <i>Breviparopus taghbaloutensis</i>. The palaeoecological and palaeobiogeographical implications of the appearance of these tracks have been discussed.
DOI: 10.17632/j72rphtx48
title: Shark Attack Dataset

description: This data set combines shark attack data from the Shark Attack File generated by various user reports from across the globe with an Australian shark attack data set. This was done in an attempt to understand and look deeper into understanding the changing habits and possibly predatory behaviors. With the influx of sharks as they are now under protection, the species have begun to flourish once again, increasing the chance of human/shark encounters. With this learning more to keep the people of the world safe is our priority.
DOI: 10.6084/m9.figshare.13058840.v4
title: Data and code for "Modified Parker's method for gravitational forward and inverse modeling using general polyhedral models"

description: We propose a new modified Parker's method for efficient gravitational forward modeling and inversion using general polyhedral models. We have made several important modifications to the classical method, including: 1) The new method is now applicable to a general polyhedron represented by triangulated surface or tetrahedral mesh, and with arbitrarily variable 3D density distribution. 2) An optimal Fourier-domain sampling strategy is used to improve the numerical accuracy of the new algorithm significantly. 3) A simple and effective automatic layering technique is introduced to accelerate the convergence rate of Parker's method. The method is demonstrated using both synthetic and real polyhedral models, including a sphere model approximated by a polyhedron, two asteroids, a digital elevation model in the Himalaya region, and the Yucca Flat basin model in Nevada. The numerical results show that, compared with analytical solutions of polyhedral models in the space domain, the modified Parker's method can improve the computational efficiency by several orders of magnitude while obtaining almost the same simulation results. The difference is well below existing instrumentation error level. By embedding the new forward algorithm into an iterative process, it can be used for fast inversion of density interfaces. Our new method is suitable for the efficient modeling and inversion of gravitational potential, gravitational vector, and gravitational gradient tensor caused by polyhedral models with a large number of faces, representing geological abnormal bodies, asteroids, and single or multilayer density interface models with triangulated surfaces.
DOI: 10.6084/m9.figshare.21521211.v1
title: Aciurina gall data associated with hypergall Rhopalomyia midge

description: Species counts of insects reared from Aciurina galls in 2021-2022, aggregated by date of emergence, and by individual gall. Separate dataset with Aciurina fly wing length and thier associated hypergall counts.