cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22578450.v1
title: Factors associated with sleep quality in university students

description: Abstract To investigate factors associated with poor sleep quality. A cross-sectional study was conducted in 2019 with random sampling. Information on sleep was obtained using the Mini Sleep Questionnaire (MSQ). Independent variables included sociodemographic, behavioural, academic and psychological health characteristics. Adjusted analyzes were performed using Poisson regression. A total of 996 undergraduate students participated in the study. The poor sleep quality affected 23.1% of the sample (95%CI 20.5-25.9), ranging from 13.4% for those with little concern about violence in the neighbourhood to 36.5% for those with less social support. In the adjusted analysis, female sex [PR] 1.81; (95%CI 1.33-2.45), concern about violence in the neighbourhood [PR] 2.21; (95%CI 1.48-3.28), discrimination at university [PR] 1.42; (95%CI 1.08-1.86) and food insecurity [PR] 1.45; (95%CI 1.11-1.89) were associated with the presence of poor sleep quality, as well as having less social support and income and suffering psychological distress. The results highlight socioeconomic and mental health factors that affect sleep quality and demonstrate the need for reflection and interventions capable of minimizing this problem.
DOI: 10.6084/m9.figshare.23721477.v1
title: Mediterranean fruit fly (medfly) Ceratitis capitata (Diptera, Tephritidae) occurrence data

description: <i>Ceratitis capitata</i> occurrence data were obtained from the Global Biodiversity Information Facility (GBIF: www.gbif.org), Royal Museum for Central Africa, and published literature (Szyniszewska and Tatem 2014). Records dated pre-1950 were excluded, assuming that older records may be more prone to digitisation errors, due to potentially less accurate data collection techniques. Moreover, older records might represent occurrences in habitats that changed over time. Thus, we are focusing on more recent data points. Records representing <i>C. capitata</i> detections only, and those that fell well outside the known climatic niche and no evidence of <i>C. capitata</i> overwintering and establishment were considered outliers and thus excluded from the analysis. Data were reviewed for clear outliers with incorrectly typed coordinates and those that evidently showed country or administrative units’ centroids. The identified outliers were removed from the dataset. The GBIF data contained a large number of occurrence points from areas in northern latitudes well outside the known distribution area of <i>C. capitata</i>. We removed obvious outliers from countries where <i>C. capitata</i> is listed as absent according to EPPO and CABI Pest Distribution Compendia. For the remaining outliers located in northern locations of countries where the distribution is believed to be limited to southern areas, we consulted in-country experts to indicate which records may indicate true overwintering generations and which represent seasonal <i>C. capitata</i> trapping with no evidence of overwintering potential. Several bellwether sites remained, notably in Spain, France, Italy, Austria and Romania.
DOI: 10.6084/m9.figshare.29166884.v1
title: Measurements automatically extracted by AI for each fossil individual.

description: These results were used to carry out my analyses within the automated analysis chain developed in my M2 internship on: Intra- and inter-individual variability of the structure of fossil wood: paleoecological interpretations and contribution of an automated analysis chain based on Artificial Intelligence.
DOI: 10.6084/m9.figshare.7175273.v1
title: Study Materials for Entrainment/Backstory Study

description: The files here explain several aspects of the experimental protocol for the study described in the following paper:<br>Kory-Westlund, J. M. & Breazeal, C. (in review). Exploring the effects of a social robot's speech entrainment and backstory on young children's emotion, rapport, relationship, and learning.<br>
DOI: 10.6084/m9.figshare.748827.v1
title: Educational Technology

description: this is intended to all students
DOI: 10.6084/m9.figshare.19536262.v1
title: Supplementary Material for: Renal Replacement Therapy for Patients Requiring Extracorporeal Membrane Oxygenation: A Multicenter International Survey

description: <b><i>Introduction:</i></b> Patients receiving extracorporeal membrane oxygenation (ECMO) often require renal replacement therapy (RRT). The challenge of inserting a dialysis catheter (DC) could be solved by direct connection of RRT lines on an ECMO circuit (DCRE) without published guidelines. This study aimed to describe the practice of RRT in patients on ECMO, including the DCRE as well as the perception and concerns related to this technique. <b><i>Methods:</i></b> An international survey was worldwide sent via email to professionals involved in the management of ECMO. Respondents always or often performing RRT via the ECMO circuit were classified in the ECMO group, and those using a DC were classified in the DC group. <b><i>Results:</i></b> From March 2019 to October 2019, 298 participants answered the questionnaire from 46 different countries. Only 28% were working in pediatric departments. Among the 165 participants commonly performing RRT in patients on ECMO, 100 (61%) performed mainly RRT via the ECMO circuit, and 65 (39%) performed RRT via DC. Pediatric practice and a longer experience were the only noticeable characteristics of the ECMO group. The most reported concern regarding DCRE was the risk of air embolism (<i>n</i> = 84, 28%), but the most encountered problem was unmanageable pressure alarms in RRT devices. <b><i>Conclusion:</i></b> The present study showed significant heterogeneity in RRT practices in patients on ECMO. The lower experience of the DC group, the high rates of concerns toward DCRE, and pressure alarm issues suggested that protocols and training may overcome reluctance and technical difficulties.
DOI: 10.6084/m9.figshare.21711776.v1
title: Processed VSM measurement data

description: This folder contains the hysteresis parameters and the data of hysteresis loops after correction. The corrections made are indicated in table "HysteresisParameter.csv" in the folder "Sample lists, measurements and results" of this data collection.
DOI: 10.6084/m9.figshare.25139777.v1
title: <b>Floral resource partitioning of coexisting bumble bees: distinguishing </b><b>species-, colony-, and individual-level</b><b> effects</b>

description: Resource partitioning is considered a key factor in alleviating competitive interactions, enabling coexistence among consumer species. However, most studies have focused on resource partitioning between species, ignoring the potentially critical role of intraspecific variation in resource use. We investigated floral resource partitioning across species, colonies, and individuals in a species-rich bumblebee community in the diversification center of bumblebees. We used a total of 10598 bumblebees belonging to 14 species across five years in the Hengduan Mountains of southwest China. First, we evaluated the influence of a comprehensive set of floral traits, including both those related to attractiveness (flower color and shape) and rewards (pollen, sugar ratio, nectar volume, sugar concentration, and amino acid content) on resource partitioning at the species level in bumblebee-plant networks. Then, we explored intraspecific resource partitioning on the colony and individual levels. Our results suggest that bumblebee species differ substantially in their use of the available floral resources, and that this mainly depends on flower attractiveness (floral color and shape). Interestingly, we also detected floral resource partitioning at the colony level within all commonest bumblebee species evaluated. In general, floral resource partitioning between bumblebee individuals decreased with species- and individual-level variation in body size (inter-tegular span). These results suggest that bumblebee species may coexist via the flexibility in their preferences for specific floral traits, which filters up to support the cooccurrence of high numbers of species and individuals in this global hotspot of species richness.
DOI: 10.17632/58hf6ms3wj
title: Levelized Cost of Solar Photovoltaic Electricity by 2035 - LCOE Calculations

description: The LCOE calculations/data used in the "Levelized Cost of Solar Photovoltaic Electricity by 2035: Evidence from the United Kingdom" research paper.
DOI: 10.17632/6rd4h8b44m
title: Challenges in Disabilities People's Exoskeletons

description: Details of the scientific literature search on the challenges in developing exoskeletons for people with disabilities are presented.
DOI: 10.17632/8tf89ggf53
title: teste JF

description: teste de metodologia de pesquisa
DOI: 10.17632/zjj3hxs4gv
title: Water content and hydrogen isotopes of olivine-hosted melt inclusions in the Dali picrites, SW China: Reassessing the role of water in the formation of the Emeishan large igneous province

description: S1. Compositions of olivine phenocrysts from the Dali picrites, Emeishan LIP (wt.%) S2. Calculated compositions of melt inclusions and forsterite contents of their host olivines from the Dali picrites, Emeishan LIP (wt.%) S3. Trace element compositions of the melt inclusions from the Dali picrite (ppm) S4. SIMS water content (wt.%) and δD (‰) of melt inclusions from the Dali picrite S5. Standard results for δD analysis by SIMS
DOI: 10.6084/m9.figshare.19738435.v1
title: Data from: Experimental expansion of relative telencephalon size improves main executive function abilities in the guppy

description: Data from: <strong>Experimental mosaic brain evolution improves main executive function abilities in the guppy</strong>
DOI: 10.17632/9zvvktk27h
title: Enhancing landslide susceptibility assessment based on field-based observation along the Taba Penanjung-Kepahiang road, Bengkulu Province, Indonesia

description: This dataset is used to perform analysis of various deep learning methods and techniques in forecasting to improve understanding of landslide susceptibility assessment based on field-based observation along the Taba Penanjung-Kepahiang road, Bengkulu Province.
DOI: 10.6084/m9.figshare.20390421.v1
title: Code and dataset for "Contribution of Tibetan Plateau ecosystems to local and remote precipitation through moisture recycling"

description: <strong>Code and dataset for "Contribution of Tibetan Plateau ecosystems to local and remote precipitation through moisture recycling"</strong> Yan Li, Beijing Normal University yanli.geo@gmail.com <br> Please check the README file for detailed description of the code and data. <br> References: Li, Y., Xu, R., Yang, K., Liu, Y., Wang, S., Zhou, S., Yang, Z., Feng, X., He, C., Xu, Z., & Zhao, W. (2022). Contribution of Tibetan Plateau ecosystems to local and remote precipitation through moisture recycling. Global Change Biology, 00, 1–17. https://doi.org/10.1111/gcb.16495 <br>
DOI: 10.6084/m9.figshare.24591393.v1
title: Other sequences

description: <b>Phage-mediated Gene Transfer Illuminates Evolution of Plant Effector-triggered Immunity</b>
DOI: 10.6084/m9.figshare.24654966.v1
title: <b>Global contribution of invertebrates to forest litter decomposition</b>

description: Forest litter decomposition is an essential component of global carbon and nutrient turnover. Invertebrates play important roles in litter decomposition, but the regional pattern of their effects is poorly understood. We examined 476 case studies across 93 sites and performed a meta-analysis to estimate regional effects of invertebrates on forest litter decomposition. We then assessed how invertebrate diversity, climate and soil pH drive regional variations in invertebrate-mediated decomposition. We found that (1) invertebrate contributions to litter decomposition are 1.4 times higher in tropical and subtropical forests than forests elsewhere, with an overall contribution of 31% to global forest litter decomposition; and (2) termite diversity, together with warm, humid and acidic environments in the tropics and subtropics are positively associated with forest litter decomposition by invertebrates. Our results demonstrate the significant difference in invertebrate effects on mediating forest litter decomposition among regions. We demonstrate, also, the significance of termites in driving litter mass loss in the tropics and subtropics. These results are particularly pertinent in the tropics and subtropics where climate change and human disturbance threaten invertebrate biodiversity and the ecosystem services it provides.
DOI: 10.6084/m9.figshare.7484513.v1
title: Time-course analysis of nuclear events during conjugation in the marine ciliate <i>Euplotes vannus</i> and comparison with other ciliates (Protozoa, Ciliophora)

description: Ciliates represent a morphologically and genetically distinct group of single-celled eukaryotes that segregate germline and somatic functions into two types of nuclei and exhibit complex cytogenetic events during the sexual process of conjugation, which is under the control of the so-called “mating type systems”. Studying conjugation in ciliates may provide insight into our understanding of the origins and evolution of sex and fertilization. In the present work, we studied in detail the sexual process of conjugation using the model species <i>Euplotes vannus</i>, and compared these nuclear events with those occurring in other ciliates. Our results indicate that in <i>E. vannus</i>: 1) conjugation requires about 75 hours to complete: the longest step is the development of the new macronucleus (ca. 64h), followed by the nuclear division of meiosis I (5h); the mitotic divisions usually take only 2h; 2) there are three prezygotic divisions (mitosis and meiosis I and II), and two of the eight resulting nuclei become pronuclei; 3) after the exchange and fusion of the pronuclei, two postzygotic divisions occur; two of the four products differentiate into the new micronucleus and macronucleus, respectively, and the parental macronucleus degenerates completely; 4) comparison of the nuclear events during conjugation in different ciliates reveals that there are generally three prezygotic divisions while the number of postzygotic divisions is highly variable. These results can serve as reference to investigate the mating type system operating in this species and to analyze genes involved in the different steps of the sexual process.
DOI: 10.6084/m9.figshare.1005245.v2
title: MuTE toolbox to evaluate Multivariate Transfer Entropy

description: A MATLAB toolbox which implements three different approaches to evaluate the probability distribution function with which is possible to estimate the multivariate transfer entropy.
DOI: 10.17632/589s7kdnch
title: Data for: Continental outflow of anthropogenic aerosols over Arabian Sea and Indian Ocean during wintertime: ICARB-2018 campaign

description: Average mass concentration of the various chemical components; carbonaceous, water-soluble and acid-soluble species for TSP and PM10 over the four study regions (R1, R2, R3 and R4)
DOI: 10.17632/ww9zpjvg25
title: Baseline and longitudinal clinical features of people with PD (Grant RF-2018-12366746)

description: This large dataset includes raw clinical data of patients with Parkinson's disease and healthy controls recruited and analyzed for the project Grant RF-2018-12366746 that was funded by the Italian Ministry of Health.
DOI: 10.6084/m9.figshare.20765539.v2
title: Cherry blossom and ginkgo leaf coloration phenology timing of China from 2009 to 2019 extracted from big data

description: This repository accompanies the manuscript <b>"Cherry blossom and ginkgo leaf coloration phenology dataset of China from 2009 to 2019 extracted from big data"</b> by Shenghong Wang, Haolong Liu, Xinyue Qin, Junhu Dai and <b>Jun Liu</b> *.Ground-based phenological observation data are the most accurate phenological monitoring data currently available. Making effective use of available information on social media to retrieve phenological data is of considerable value in alleviating the lack of phenological data in regions with missing observation sites. In this study, a logistic curve fitting method was developed to extract phenological data on specific species from social media data. After verifying the relationship between the site observation data and the temperature, timing data for two typical phenological phenomena in China, namely cherry blossom flowering in spring and ginkgo leaf coloration in autumn were reconstructed and published. The data availability is from 2010 to 2019 in 176 cities and 2009 to 2018 in 155 cities. This dataset is an effective supplement for existing phenological data, and this method also provides a reference for obtaining phenological data for specific species.The code for extract timing and data validation is available for download from the repository on GitHub at https://github.com/rebootcat/cherryGinkgoPhenology.
DOI: 10.6084/m9.figshare.26198315.v1
title: Fine-Tuning Monolingual Pre-trained BERT Models for Sentiment Analysis in Peruvian Slang Contexts

description: Innovation in natural language processing (NLP) has led to the creation of models such as BERT, RoBERTa, GPT-4o, Llama 3 and Gemini. However, the adaptation of these models to specific dialects, especially in languages other than English, remains underexplored, especially with slang or informal language. In response to this need, our research evaluates Spanish monolingual models best suited to Peruvian colloquial expressions, the best alternative being RoBERTuito, a model pre-trained on a large corpus of Spanish tweets that highlights its effectiveness in text classification tasks. We refine and compare this model to reflect the characteristics of Peruvian Spanish. We implemented a Facebook data collection and preprocessing process, focusing on Peruvian Spanish comments. This specialised dataset with over 11,000 labelled comments was used to train monolingual models on the sentiment analysis task and obtain more accurate polarity detection in texts that include Peruvian slang. RoBERTuito achieved a balanced F1-score of 0.750, outperforming BETO (0.661), BERTuit (0.70) and RoBERTa-BNE (0.696). We also evaluated precision, recall and accuracy for a comprehensive evaluation. This study not only provides a solution for sentiment analysis in Peruvian Spanish, but also establishes a basis for adapting monolingual models to linguistic contexts.
DOI: 10.6084/m9.figshare.7659509.v1
title: Additional file 3: of Predict drug sensitivity of cancer cells with pathway activity inference

description: Coefficients of pathways in elastic net models (based on DiffRank) for each CCLE drug. Pathways are indicated when their member genes are related to CCLE drugs. (XLSX 64 kb)
DOI: 10.17632/4m7d49hdxs
title: Data for: Metaphor Comprehension: An Individual Differences Approach

description: The Semantic Similarities Test used in the studies Statistics Datasets A full Superlab design containing one of the presented studies
DOI: 10.17632/6v9g8dn4jz
title: Workplace incivility, emotional exhaustion and adaptive performance

description: Survey dataset on workplace incivility, emotional exhaustion and adaptive performance among Malaysian frontliners
DOI: 10.17632/hdwdwmvtpc
title: The plant signal peptide CLE7 induces plant defense response against viral infection in Nicotiana benthamiana.

description: In plants, small peptides are important players in the plant stress response, yet their function in plant antiviral responses remains poorly understood. Here, we identify that the plant small peptide, CLAVATA3/ESR-RELATED 7 (CLE7), enhances plant resistance to Chinese wheat mosaic virus infection in Nicotiana (N.) benthamiana. Subsequent investigations demonstrate that CLE7 recognizes receptor kinase NbPXC3 to control the plant antiviral response. Moreover, CLE7-NbPXC3 signaling induces NbMKK2-controlled NbMPK4 phosphorylation, resulting in phosphorylation of the transcription factor NbEDT1. NbEDT1 phosphorylation is involved in the transcriptional activity of NbNCED3, which is a rate‐limiting enzyme in ABA (Abscisic Acid) biosynthesis. Moreover, CLE7 activates broad-spectrum disease resistance to multiple RNA viral infections. Our study indicates that CLE7 induces a plant antiviral response though a series of immune signal transductions in N. benthamiana and provides a foundation for the exploration of efficient viral disease management methods based on plant small peptides.
DOI: 10.6084/m9.figshare.21443223.v1
title: The chromosome-scale assembly of the Salvia rosmarinus genome reveals key genes in carnosic acid biosynthesis

description: The chromosomal-level genome sequence and gene annotation of <em>Salvia rosmarinus.</em>
DOI: 10.6084/m9.figshare.25523692.v1
title: Dataset

description: In livestock- and poultry-breeding facilities, a precise, rapid, and affordable method for detecting ammonia concentrations is essential. We design and develop an electronic nose system containing a bionic chamber that imitates the nasal-cavity structure of humans and canines. The sensors are positioned based on fluid simulation results. Response data for ammonia and ethanol gases and the response/ recovery times of an ammonia sensor under three concentrations are collected using the electronic nose system. Response data for ammonia and ethanol gases collected using the electronic-nose system are classified and regressed using a sparrow search algorithm (SSA)-optimized backpropagation neural network (BPNN). The results show that the sensor has a relative mean deviation of 1.45%. The average response time of the ammonia sensor in the chamber is 13 s slower than that of the sensor directly exposed to the gas being measured, while the average recovery time is 19 s faster. In tests comparing the performance of the SSA-BPNN, support vector machine (SVM), and random forest (RF) models, the SSA-BPNN achieves a 100% classification accuracy, better than the SVM and RF models. It also outperforms the other models at regression prediction, with smaller absolute, mean absolute, and root mean square errors. Its coefficient of determination (R<sup>2</sup>) is greater than 0.99, surpassing those of the SVM and RF models. The theoretical and experimental results both indicate that the proposed electronic nose system containing a bionic chamber, when used with the SSA-BPNN, offers a promising approach for detecting ammonia in livestock- and poultry-breeding facilities.
DOI: 10.6084/m9.figshare.28142690.v1
title: doi

description: date:<b>https://doi.org/10.6084/m9.figshare.28142555</b>
DOI: 10.17632/j6dp9rmdx2
title: Number PI dataset

description: This is the digits of the number PI (3.14159...) for: 1. first one hundred thousand digits; 2. first ten million digits; 3. first one hundred million digits. This was obtained from various sources.
DOI: 10.17632/n3vrzwfdh4
title: Multidirectional static balance test-retest reliability by sensamove sensbalance amongst healthy young adults

description: Sensamove Balance Test Pro with Miniboard, is a device which can be used in balance testing, training and evaluating components of balance control mechanism. It’s a wobble board with built-in sensor and anti-slip 10 degrees tilting pad. The data storage and processing is done through Pedalo® -Sensamove-Balance-Test Pro software in a computer. The device can be used to assess reaction time and proprioception as well. The ultimate goal of this research is to assess the effectiveness of SENSAMOVE among the younger adult community by providing balance training and improving their Qol. A pilot study was done with 20 participants according to the inclusion criteria. Data was taken twice with the gap of 48 hours and result was obtained by entering the data in the SPSS software. there are less studies done in sensamove sensbalance . the mean value of both the trials was obtained. test retest reliability was identified and shapiro wilk test was applied.