cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xjsx7nfhj8
title: Data of synthetic 3D models of the human jaw, including teeth, ligaments, and bone structures

description: All necessary files are included in this dataset to obtain the complete geometry of a human jaw, which includes the 14 teeth and the corresponding 14 periodontal ligaments. Models of the alveolar and cortical bones, as well as the teeth and ligaments, have been attached individually at the bone level. These models are accessible in the following formats:.iges,.stl, and.sedoc. Furthermore, a file containing the entire assembly of all of these geometries is included, and it is prepared for use in Space Claim. 
This configuration provides the advantage of allowing the models to be utilized in any finite element analysis software to investigate stresses and deformations in maxillofacial surgery or orthodontic research.
This dataset contains STL and IGES files for finite element model simulations of the mandible, teeth, and ligaments in environments where it is desirable to understand the stresses or deformations of these structures for biomechanical assessment.
The dataset is divided into three primary folders. The initial folder, "Bones," contains two subfolders: "Cancellous" and "Cortical." Each of these subfolders contains three files that represent models in distinct formats:.iges,.stl, and.sedoc. The latter is a native format of the Space Claim software from ANSYS R1 2020. The second folder, "PDL," contains the periodontal ligament models for teeth 37 to 47 in the same three formats as previously mentioned. These models are identified by a nomenclature that commences with the letter L and is followed by the corresponding tooth number. The third folder, "Teeth," contains the models of the mandibular teeth 37 to 47 in the same formats, with a nomenclature that begins with the letter D followed by the tooth number. Furthermore, the "Assembly Lower Jaw Dataset Space Claim" file is included, which contains the geometry of the entire lower jaw assembly, including its 14 teeth and 14 periodontal ligaments.
DOI: 10.6084/m9.figshare.27979553.v1
title: data_splits.zip

description: https://doi.org/10.1038/s42256-024-00889-5https://github.com/AI4SCR/VirtualMultiplexer
DOI: 10.17632/7hkndfnr76
title: Effects of Mindfulness-Based Stress Reduction on Psychological Distress in Health Workers

description: The dataset includes sociodemographic, group assignment, and participation variables as well as outcome measures (total and subscale scores) for participants at each assessment point: 1. EF (enrolment) 2. T0 (baseline) 3. T1 post-intervention) 4. T2 (follow-up at 6 months/4 months post-intervention)
DOI: 10.6084/m9.figshare.23160137.v3
title: Supplementary material of ITF in eastern Indian Ocean

description: Oxygen and carbon isotopes, Mg/Ca ratios and depth of thermocline data for the last 160 kyr in the eastern Indian Ocean
DOI: 10.6084/m9.figshare.27794091.v1
title: haplotype genome of Aglaia odorata

description: haplotype genome of Aglaia odorata
DOI: 10.6084/m9.figshare.29007887.v1
title: EFFECT OF THERMAL STORAGE MATERIAL ON THE EFFICIENCY OF SINGLE SLOPE SOLAR STILL CO-AUTHORS, PROF SUMAILA MALACHY, PROF SAMAILA UMAR

description: This research presents the analysis into the development of a simple, efficient cost effective Single Slope Solar Still (SSSS) with Energy Storage Medium (ESM). The analysis experimented the temperature relationships of the various factors of the Single Slope Solar Still. The relationships between the parameters like the Temperature of the Glass cover Tg, Temperature of the solar Absorber plate/Water Tw, Temperature of the Energy storage materials T3, Temperature of the solar still box T<sub>2</sub>, then the atmospheric pressure variations Pa, Wind Speed, Solar Irradiances, and Quantity of water distilled were studied and their effect on the distillate output. The effect of the Sensible Heat of the Storage medium of the two models A and B showed significant difference to the Single Slope Solar Still. It was observed that gravel with more thermal conductivity of 2.6x10w/mk and heat capacity of 1.6x10<sup>3</sup>KJ/m<sup>3 o</sup>C gave the highest yield efficiency of 33.62%, while a 30.66% for Solar Still B with Laterite as Energy Storage material as in comparison with the single slope solar still without Energy storage system maintaining a nominal of 29.47. The field of Sensible Heat as Energy Storage and Latent Heat from Phase Change Material can significantly improve the efficiency of the Single Slope Solar Still to a reasonable extent at a more economic rates than other water distillation systems.A Statistical Tool Minitab was used for the one Way All Analysis of Variance to check the P-Values of 0.05 for the significance difference of the three solar Stills A, B and C. The Turkey result for the efficiency at confidence interval of 95% gave a significant difference with a positive P value above the “S” interval meaning that there is significant difference statistically between Solar Still B and C, Solar Still A and C. Their significant differences are related to the 5kg Energy Storage System incorporated into the Single slope solar still.
DOI: 10.17632/6vfn3w9j44
title: Country panel data - Kyoto Protocol mitigation policy and institutions - 1970 to 2012

description: This is a country panel data used in a study concerning climate policy mitigation Kyoto Protocol Data ranges from 1970 to 2012.
DOI: 10.17632/vndfs3dpyn
title: Data for: Using stable isotopes of water to estimate the young water fraction and mean transit time in a subtropical watershed of eastern China

description: This data file contains a four-year (2014-2018) data of stable isotopes for water [deuterium (2H) and oxygen-18 (18O)] from precipitation, groundwater and stream water for six catchments in the Yongan watershed of eastern China. There are 396 records with a monthly sampling strategy.
DOI: 10.17632/vthwsyyhb3
title: Data and materials for Lopez Barreto et al. ()

description: All data and coding notebooks for "Satellite Remote Sensing: A Tool to Support Harmful Algal Bloom Monitoring and Recreational Health Advisories in a California Reservoir" by Brittany Lopez Barreto, Erin Hestir, Christine Lee, and Marc Beutel.
DOI: 10.6084/m9.figshare.15155967.v1
title: Supplementary Material for: How Dialysis Patients Cope with a Curfew? A Comparison of Psychological Status between Hemodialysis and Peritoneal Dialysis Patients During the COVID-19 Pandemic

description: <b><i>Introduction:</i></b> There are many differences between hemodialysis (HD) and peritoneal dialysis (PD) treatments, including their impact on the psychological status of the patients. In this study, our aim was to compare the psychological statuses of HD and PD patients during the social isolation period due to the COVID-19 pandemic. <b><i>Methods:</i></b> We conducted this cross-sectional study on adult HD and PD patients when the curfew measures were in effect. We used an electronic form composed of 3 sections to collect data. In the first section, we collected data on the demographics and clinical and laboratory parameters of the patients. The second and third sections consisted of the Hospital Anxiety and Depression Scale (HADS) and the Impact of Event Scale-Revised (IES-R) questionnaires, respectively. <b><i>Results:</i></b> The HD (<i>n</i> = 116) and PD (<i>n</i> = 130) groups were similar regarding age and sex, and they had similar HADS anxiety scores. HADS depression scores were higher in PD patients (<i>p</i> = 0.052). IES-R scores were significantly higher in PD patients in comparison to HD patients (<i>p</i> = 0.001). Frequencies of abnormal HADS-anxiety (<i>p</i> = 0.035) and severe psychological impact (<i>p</i> = 0.001) were significantly higher in PD patients. <b><i>Discussion/Conclusion:</i></b> During the social isolation period due to the COVID-19 pandemic, HD patients had better mood profiles than PD patients. A more stable daily routine, an uninterrupted face-to-face contact with health-care workers, and social support among patients in the in-center dialysis environment might be the cause of the favorable mood status. PD patients might need additional psychological support during those periods.
DOI: 10.6084/m9.figshare.26411347.v1
title: Investment Comparison by Industry for 2018 and 2020

description: The period from 2018 to 2020 is particularly emphasized to coincide with the U.S.-China trade war, providing insights into the dynamic changes in the economic landscape, to illustrate the interconnections between different sectors within the GVC framework.
DOI: 10.6084/m9.figshare.28769225.v2
title: Education in the Era of Cutting-Edge Technologies: A Spotlight on AI Tools Integration in Higher Education.sav

description: This study aims to investigate the complex environment of artificial intelligence-powered tool integration in higher education as well as identify its impact on students' learning enhancement. Data was gathered using an online survey with 356 valid data from higher education students in developing countries.
DOI: 10.6084/m9.figshare.29134604.v1
title: Baseline characteristics of 12-week & 18th-week follow-up of cognitive motor dual-task training in type 2 diabetes mellitus subjects.

description: A randomized controlled, and parallel three-arm trial with patient blinding. A total of 93 patients with T2DM (type 2 diabetes mellitus) aged 40-65 of either gender with HbA1c &gt; 6.5 mmol/dL and more than 5 years of education. The eligible subjects underwent for baseline assessment of Gender, Age, duration of disease, education levels, HbA1c levels, BMI and Mini-Mental State Examination score. Then the subjects were allocated to each group through a random lottery method. After allocation, the subjects in experimental group A received CMDBT (cognitive motor dual-task blindfold training), experimental group B received CMDT (cognitive motor dual-task training), and the control group received conventional therapy of aerobic and resistance training for 3 sessions/week for 12 consecutive weeks. Participants were evaluated at 3 different times (baseline, completion at 12 weeks, and follow-up at 18 weeks) for every outcome. Primary outcome measures are the Montreal Cognitive Assessment, the Trail Making Test, and the WHO QoL BREF.
DOI: 10.17632/d52dppkkxs
title: Supplement: Characterization of disease burden, treatment and comorbidities in a large, real-world cohort of patients with atopic dermatitis: the CorEvitas Atopic Dermatitis Registry

description: Supplemental protocol and tables for "Characterization of disease burden, treatment and comorbidities in a large, real-world cohort of patients with atopic dermatitis: the CorEvitas Atopic Dermatitis Registry"
DOI: 10.17632/gfsrk3xthb
title: Adapting UAE’s Urban Planning for Extreme Rainfall and Flood Risks

description: This research data supports the findings presented in the manuscript titled "Adapting UAE’s Urban Planning for Extreme Rainfall and Flood Risks". It contains ERA5 reanalysis data, Python code, and outputs not fully included in the manuscript due to word and space limitations.

1. ERA5 Reanalysis Data (.nc Files):
The two NetCDF files are sourced from the Copernicus ERA5 reanalysis dataset and cover critical periods of extreme rainfall in the UAE, specifically:

April24.nc: Contains hourly climate data from April 1 to April 30, 2024.
July22.nc: Contains hourly climate data from July 1 to July 31, 2022.
The key variables extracted include total precipitation, wind speed (u10 and v10 components), and mean sea level pressure. These files enable a detailed analysis of the onset, progression, and impact of extreme rainfall events in the UAE. The coordinates corresponding to the geographical area extracted are as follows:

North: 32.25°
South: 12°
East: 70.4°
West: 41.92°

2. Analysis Code:
The Python code provided in this dataset is designed to process and analyze the ERA5 reanalysis data. The code can be accessed through the following Google Colab link: https://colab.research.google.com/drive/129bgvv6TEyLsxqfLkK0K5cixtjU8wajS?usp=sharing

The code performs the following functions:

Data Extraction: Parses the NetCDF files to extract relevant variables, including total precipitation, wind speed, and mean sea level pressure.
Wind Speed Calculation: Combines the u10 and v10 wind vector components to calculate the total wind speed.
Data Visualization: Generates time series plots to visualize the temporal evolution of key climatic variables for the selected regions (Abu Dhabi and East Coast). Additionally, the Cartopy library is used to create synoptic visualizations of the spatial distribution of precipitation and wind patterns over time.
3. Outputs (Hourly Snapshots and Videos):
Due to space constraints in the manuscript, some key visual outputs could not be fully included. The outputs, included in the accompanying ZIP files, provide detailed hourly snapshots and videos of the weather patterns during extreme rainfall events:

AbuDhabi_output.zip: Contains hourly snapshots of precipitation and wind vectors for the April 2024 event in Abu Dhabi. A time-lapse video combining these snapshots is also included to visually illustrate the progression of the weather system.
Fujairah_output.zip: Contains similar hourly snapshots and a time-lapse video for the July 2022 extreme rainfall event along the East Coast of the UAE.
DOI: 10.57912/23856654
title: Michigan 2016 President Primaries Democrat

description: Description to be added
DOI: 10.6084/m9.figshare.24665631.v2
title: Data and codes to reproduce the study, titled:" Understanding remote sensing imagery like reading a text document: What can remote sensing image captioning offer?"

description: Remote sensing imagery offers intricate and nuanced data, emphasizing the need for a profound understanding of the relationships among varied geographical elements and events. In this study, we explore the transitions from the image domain to the text domain by employing four state-of-the-art image captioning algorithms, i.e., BLIP, mPLUG, OFA, and X-VLM. Specifically, we investigate 1) the stability of these image captioning algorithms for remote sensing image captioning, 2) the preservation of similarity between images and their corresponding captions, and 3) the characteristics of their caption embedding spaces. The results suggest a moderate consistency across generated captions from different image captioning models, with observable variations contingent upon the urban entities presented. In addition, a dynamic relationship emerges between image space and the corresponding caption space, evidenced by their fluctuated correlation coefficient. Most importantly, patterns within the caption embedding space align with the observed land cover and land use in the image patches, reaffirming the potential of our pilot work as an impactful analytical approach in future remote sensing analytics. We advocate that integrating image captioning techniques with remote sensing imagery paves the way for an innovative data extraction and interpretation approach with diverse applications. This dataset contains the data and code to reproduce this study.
DOI: 10.6084/m9.figshare.28597118.v1
title: COVID-19 Seasonality Data

description: DOI: 10.1088/2752-5309/ad0320Abstract: The occurrence of cases of COVID-19 suggests that it will likely become seasonally endemic in human populations. We seek to provide a quantification of the seasonality of the occurrence and severity of COVID-19 cases in human populations. Using global data, we show that the spatiotemporal distribution of COVID-19 cases is a function of distinct seasons and climates. We investigated this at the county and the country scale using a comparison of seasonal means, correlation analyses using ambient air temperatures and dew point temperatures, and multiple linear regression techniques. We found that most locations had the highest incidence of COVID-19 during winter compared to other seasons. Regions closer to the equator had a higher incidence of COVID-19 during the summer than regions further from the equator. Regions close to the equator, where mean annual temperatures have less variance compared to those further from the equator, had smaller differences between seasonal COVID-19 incidence. Correlation and regression analyses showed that ambient air and dew point temperatures were significantly associated with COVID-19 incidence. Our results suggest that temperature and the environment are influential factors to understand the transmission of COVID-19 within the human population. This research provides empirical evidence that temperature changes are a strong indicator of seasonal COVID-19 outbreaks, and as such it will aid in planning for future outbreaks and for mitigating their impacts.
DOI: 10.6084/m9.figshare.4010541.v1
title: Open Data Survey

description: Survey run by Springer Nature in association with Figshare and Digital Science on awareness and use of open data.
DOI: 10.6084/m9.figshare.5271046.v1
title: Analysis of core protein clusters identifies candidate variable sites conferring metronidazole resistance in Helicobacter pylori

description: Prokka-annotated draft genomes in GenBank format and alignments of core protein clusters using MAFFT
DOI: 10.6084/m9.figshare.7794131.v1
title: Predation risk of mate searching in crickets

description: We estimated relative predation risk experienced in natural populations of male and female crickets that were communicating and not communicating. We did this by quantifying predation risk as a probability of mortality in the context of acoustic communication in a tree cricket, <i>Oecanthus henryi</i> from its ecologically relevant predator, a lynx spider, <i>Peucetia viridans</i>. Probability of mortality was quantified by partitioning it into three spatial components at which these crickets and spiders interact, using a combination of extensive field observations and manipulative experiments in a semi-natural setup. These data are a binary response of prey either succeeding (1) or failing (0) to avoid the predator at each spatial scale. Predation risk was estimated as a product of these probabilities.
DOI: 10.17632/n95y3ym78b
title: IMPLEMENTACIÓN DE LA ESTRATEGIA DE LENGUA INGLESA EN LA EDUCACIÓN SUPERIOR: NECESIDAD ACTUAL

description: Este artículo original se centra en un estudio de recepción del programa televisivo A Plenitud, del canal territorial Centrovisión, creado ante la demanda de dirigir un programa al adulto mayor; público mayoritario en Cuba y Sancti Spíritus, provincia que ocupa el tercer lugar entre las provincias más envejecidas del país. Objetivo: Valorar la recepción del programa A Plenitud, respecto a la calidad de vida del adulto mayor. Métodos: Observación participante, análisis de contenido, entrevista en profundidad, grupo de análisis, encuesta y triangulación de datos. Resultados: Un estudio de recepción donde se acentúa el rol activo de la audiencia, a partir de mediaciones televisivas individuales, situacionales, institucionales y tecnológicas, para comprender e interpretar la percepción del adulto mayor sobre los contenidos del programa A Plenitud, respecto a la calidad de vida. Conclusiones: La recepción del programa A Plenitud se valora de positiva, por el alto índice de audiencia y la percepción que tienen los adultos mayores sobre la calidad de vida en cuanto a: prácticas de ejercicios físicos, hábitos alimentarios, relaciones interpersonales afectivas, desafíos de las nuevas tecnologías, la sexualidad, con énfasis en el amor en la tercera edad, cuidado de la salud, memoria y concentración, entre otras. Palabras clave: adulto mayor; calidad de vida; estudio de recepción; programa televisivo A Plenitud envejecimiento, estudio de público
DOI: 10.6084/m9.figshare.13299029.v1
title: Villus height, crypt depth, and villus crypt ratio

description: Length of villus height and crypt depth subdivided into treatment groups.
DOI: 10.6084/m9.figshare.22280983.v1
title: Part 2-articles export.xls

description: It contains the list of papers returned in the search bases, and the result of the selection for RQ 2 for the paper entitled " A survey on Association Rule Mining for Enterprise Architecture Model Discovery"
DOI: 10.6084/m9.figshare.29123450.v1
title: FungalGO_data.and.code.zip

description: Plant-microbe interactions are critical in shaping forest dynamics, yet molecular functions through which foliar endophytic fungi (FEF) influence seedling survival and coexistence remain unresolved. Combining FEF transcriptomics with seedling dynamics in a subtropical forest, we tested whether FEF molecular functions regulate seedling survival via host fitness differences and niche differentiation under modern coexistence theory. We found FEF transcripts diversity strongly associated with host divergence time and maximum height, and FEF functions significantly enhance seedling survival through fitness-related and niche-related processes. Among these FEF functions, gene ontology (GO) terms with high host-phylogeny dependence enhance seedling survival through fitness differences associated with stimulus responses and multi-organism interactions, and those with high host-trait dependence enhanced seedling survival through fitness differences related to basic life processes. For GOs independent to host-phylogeny and host-trait, they enhance seedling survival via increased niche differentiation. Our findings bridge microbial functional genomics with modern coexistence theory in natural forests.
DOI: 10.6084/m9.figshare.7505324.v2
title: Maternal characteristic according to tertiles of metal(loid)s

description: <b>A prospective study of early pregnancy essential trace metal(loid)s concentrations and gestational glucose levels late in the second trimester -- Supplementary table</b>
DOI: 10.6084/m9.figshare.7814396.v1
title: Stokes flow solutions (vertex values), sec. 3.3 https://arxiv.org/abs/1902.03968

description: Stokes flow through random porous media, solution
DOI: 10.17632/5vkm46hm49
title: Benthic octopuses phylogeny

description: Phylogram of benthic octopuses from the partitioned data set (16S, COI, COIII, RHO). Node values show posterior probabilities above 0.50 for Bayesian Inference. This phylogeny is part of the manuscript "Phylogenetic relationships of New Zealand benthic octopuses (Cephalopoda: Octopodoidea)".
DOI: 10.17632/fgz9yphvmb
title: Sustainable Packaging Data

description: Data collected on the fabrication of sustainable packaging by pulping using banana peel Lye and Caustic soda as a control
DOI: 10.17632/rhnxrfzm6n
title: Pan-metabolome of the genus Nicotiana

description: Raw data from metabolite analysis of 20 Nicotiana species.
LC-ESI-QTof analysis of polar extracts of leaf, GC-MS analysis of polar and non-polar extracts of leaf, UPLC analysis of carotenoids and chlorophylls in leaf and SPME-GC-MS analysis of freeze dried leaf powder.