cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vt7vfm3jmb
title: Hughes Spin echo from erbium implanted silicon

description: data and easyspin code
DOI: 10.6084/m9.figshare.19668633.v2
title: GWAS Punjab goats

description: Its genotype data of Punjab goat breeds
DOI: 10.6084/m9.figshare.27217230.v1
title: Data of the IEHGES test systems.

description: Two test systems are included: A medium test system comprising IEEE 30-bus DEN, 32-node Barry Island DHN, 14-node DGN; A larger test system consisting of IEEE 118-bus DEN, 51-node DHN in Jilin Province and 48-node DGN.
DOI: 10.6084/m9.figshare.14184731.v1
title: Supplementary Material for: Serum GDF15 Level Is Independent of Sarcopenia in Older Asian Adults

description: <b><i>Background:</i></b> Growth differentiation factor 15 (GDF15), induced by tissue inflammation and mitochondrial stress, has received significant attention as a biomarker of mitochondrial dysfunction and has been implicated in various age-related diseases. However, the association between circulating GDF15 and sarcopenia-associated outcomes in older adults remains to be established. <b><i>Aim:</i></b> To validate previous experimental data and to investigate the possible role of GDF15 in aging and muscle physiology in humans, this study examined serum GDF15 levels in relation to sarcopenia-related parameters in a cohort of older Asian adults. <b><i>Methods:</i></b> Muscle mass and muscle function-related parameters, such as grip strength, gait speed, chair stands, and short physical performance battery score were evaluated by experienced nurses in 125 geriatric participants with or without sarcopenia. Sarcopenia was diagnosed using the Asian-specific cutoff points. Serum GDF15 levels were measured using an enzyme immunoassay kit. <b><i>Results:</i></b> Serum GDF15 levels were not significantly different according to sarcopenia status, muscle mass, muscle strength, and physical performance and were not associated with the skeletal muscle index, grip strength, gait speed, time to complete 5 chair stands, and short physical performance battery score, regardless of adjustments for sex, age, and BMI. <b><i>Conclusions:</i></b> These findings indicate that the definite role of GDF15 on muscle metabolism observed in animal models might not be evident in humans and that elevated GDF15 levels might not predict the risk for sarcopenia, at least in older Asian adults.
DOI: 10.6084/m9.figshare.27061255.v3
title: GWAS summary statistics for major depression (PGC MDD2025)

description: Genome-wide summary statistics of major depression from the Psychiatric Genomics Consortium (2025)<br>Meta-analysed summary statistics for:Multi-ancestries, excluding 23andMe [DIV]European-ancestries, excluding 23andMe [EUR]European ancestries, excluding 23andMe and UK Biobank [EUR]European ancestries, top 10k SNPs [EUR]Clinical/interview phenotypes [EUR]Electronic health record / register phenotypes [EUR]Questionnaire symptom phenotypes [EUR]Questionnaire symptom phenotypes, excluding UK Biobank [EUR]<br>
DOI: 10.6084/m9.figshare.28451879.v1
title: Under someone else’s name: New combinations and an exquisite new species of Lucuma Molina (Sapotaceae)

description: Dataset Lucuma new species molecular phylogeny
DOI: 10.6084/m9.figshare.28959350.v1
title: LARRY CytoTRACE data

description: LARRY CytoTRACE cell and gene annotations. Applied to the LARRY dataset. Computed using the CellRank implementation of CytoTRACE.
DOI: 10.17632/jgktyxyj2p
title: Accident statistics on urban roads in Spain, municipal data for 2019 and 2022

description: Accident statistics on urban roads in Spain, municipal data for 2019 and 2022
Sheet 1. Raw Data. In order to calculate before-and-after effect exclude the 9 cities not impacted by the speed limit reduction.
Sheet 2. Data of 50 cities for propensity score matching. Summary of differences in rows 53 and 54.
Sheet 3. Data prepared for the Zero-inflated negative binomial and Poisson regressions with the appropiate format.
DOI: 10.17632/p3gnv97z4v
title: Dataset on the Acceptance of e-learning System among Universities Students

description: A sample of 555 university students in Malaysia was chosen using multistage random sampling. Online questionnaires in Google Forms with an appended consent form were distributed to the participants via the WhatsApp application through appointed representatives from each university. The online surveys included demographic information, the motivation of ESL students, and online practices related to self-regulated learning during the COVID-19 pandemic. Data analysis was demonstrated through the use of tables, including descriptive and inferential statistics.
DOI: 10.17632/vf64zj89x9
title: Supplementary materials of the article: "Performance of ChatGPT Model Iterations in Emergency Department Diagnostics", Wang et al.

description: Supplementary materials of the article: "Performance of ChatGPT Model Iterations in Emergency Department Diagnostics" - Version 1
DOI: 10.4121/19433867.v1
title: Everyday environments as cues to smoke: Personalized environments in virtual reality to elicit smoking cravings - Data and Analysis Code

description: Herein is the dataset collected during our VR experiment and the data analysis code used, as part of my MSc thesis project, titled "Everyday environments as cues to smoke: Personalized environments in virtual reality to elicit smoking cravings."<br>Our experiment involved presenting personalized and non-personalized virtual reality environments to participants and asking them how familiar was the experience at the end of each timed environment presentation. After all environments had been presented, participants were asked to fill-in questionnaires regarding the sense of presence elicited by our system, as well as give scores for the usability of the user interface they were asked to interact with.<br>We performed data analysis to determine:1. Whether personalized virtual environments elicited higher experience familiarity than non-personalized ones.2. Whether sense of presence positively affected elicited experience familiarity. 3. How our system scored on the sense of presence elicited and how it compared to norm values reported by the questionnaire providers.4. How our system scored on a component-based usability questionnaire and whether it scored higher than a norm value reported by the questionnaire providers.5. How our system scored on additional usability questions we formulated.<br>More information can be found in the README file contained.
DOI: 10.6084/m9.figshare.14159482.v1
title: Original data from Opposite valence social information provided by bio-robotic demonstrators shapes selection processes in the green bottle fly

description: Data recorded during the experiments
DOI: 10.6084/m9.figshare.21345747.v1
title: Data of RSPB-2022-1850 from Tree-ring evidence of ecological stress memory

description: A dataset including decline and recovery rate of 499 paried past tree-growth depressions from 368 juniper trees.
DOI: 10.6084/m9.figshare.3553758.v1
title: Appendix A. An analysis of variance (ANOVA) table showing the F and P values of a functional-group removal experiment.

description: An analysis of variance (ANOVA) table showing the F and P values of a functional-group removal experiment.
DOI: 10.17632/n8cncsmrym
title: Ideotype based genotype selection in a multivariate dataset of sweet potato (Ipomoea batatas L.)

description: The dataset conducts a comprehensive analysis of genotype selection criteria, considering the interplay of multiple traits in sweet potato genotypes.
DOI: 10.25403/upresearchdata.27101524.v1
title: Plant physiology, soil properties and forage quality data analysis results for Cover Crop Field and Experimental Farm trials

description: Plant physiology, soil properties and forage quality data was collected from the Cover Crop Field trials and Experimental Farm trials. The cover crop plant physiology data includes plant dry matter production contents (yield of the plant biomass), plant canopy height readings (growth rate of the plants), leaf chlorophyll content readings (amount of green chlorophyll present in the leaves, correlated to plant stress) and canopy light interception readings (amount of light penetrating the maize canopy and reaching the cover crop plants below). The soil properties data includes soil moisture percentage readings, soil bulk density readings (the strength of the soil), soil penetration resistance readings (the amount of force that a root requires to penetrate into the soil profile) and soil infiltration readings (water infiltration). The forage quality data includes the results from wet chemistry analysis. The data was collected on the plant crude protein contents, crude fat contents, neutral detergent fiber contents, acid detergent fiber contents, calcium contents, phosphorus contents and in vitro digestibility contents. All these analysis parameters contributing to plant nutrition and forage quality.
DOI: 10.6084/m9.figshare.26409637.v1
title: CPLID Dataset

description: This dataset is divided into two part:<code>Normal_Insulators</code> contains the normal insulators capture by UAVs. The number of the normal insulator images is <b>600</b>.<code>Defective_Insulators</code> contains the insulators with defect. The number of the defective insulator images is <b>248</b>. Since we don't have too much defective insulators, the data augmentation method is applied. These images are synthesized by following process:Use the algorithm in TVSeg to segment the defective insulator from a small part original images, the segment results are the mask images;Use affine transform to augment the original images and their mask, the augmentation results is a lot of original-mask image pairs;Use these image pairs to train the U-Net;Use the trained U-Net to segment the rest part of images;Attach the insulators in different backgrounds.Both these two directories contain two subdirectories, one called <code>images</code> contains the image files, the other called <code>labels</code> contains the VOC2007 format annotations.The <code>labels</code> of <code>Normal_Insulators</code> contains <b>only</b> the annotations of insulators;The <code>labels</code> of <code>Defective_Insulators</code> contains not only the annotations of insulators but also the annotations of defects which on the insulators.The images is provided by the State Grid Corporation of China, and the dataset is made by WANG Zi-Hao. If you have any question about this dataset, feel free to contact zhwang0721@gmail.com.
DOI: 10.6084/m9.figshare.824302.v1
title: Evolution of Human Limb Development

description: Posters, presentations, and data from my project on the evoluton of gene regulation in human limb development.
DOI: 10.6084/m9.figshare.21378147.v1
title: Corpus_HLS

description: Text Corpus of High-Level Segment Statements at the UNFCCC 2010-2019 (underlying text data for journal submission)
DOI: 10.6084/m9.figshare.21541746.v1
title: Plant and soil biodiversity are essential for supporting highly multifunctional forests during Mediterranean rewilding

description: This dataset was for the paper titled with “Plant and soil biodiversity are essential for supporting highly multifunctional forests during Mediterranean rewilding” on <em>Functional Ecology</em>. Specifically, We investigated the changes in multiple dimensions of biodiversity and ecosystem services in a 120-year forest succession after harvest to identify potential trade-offs in multiple dimensions of ecosystem function, and further assess the link between above and belowground biodiversity and function.
DOI: 10.6084/m9.figshare.21981011.v1
title: demo data

description: demo_train file is the reference data for training including Braon(GSE84133) and Muraro(GSE85241), and demo_test file is the query data for prediction including xin(GSE81608), segerstolpe(E-MTAB-5061) and Lawlor(GSE86473).
DOI: 10.6084/m9.figshare.4578808.v1
title: SiGNet: a signaling network data simulator to enable signaling network inference

description: SiGNet is a tool for simulating biological data for a signalling network of known structure. This data can then be used for benchmarking of inference strategies by performing inference on the simulated data and scoring the predictions against the gold standard, known network structure.
DOI: 10.17632/czwg62pyx7
title: Data for: Thermodynamic simulation and mathematical model for single and double flash cycles of Cerro Prieto geothermal power plants

description: The data reported in this article represents the net power output and thermal efficiency data for Cerro Prieto geothermal power plants, located in Mexicali, México. A single flash and double flash cycle have been selected for power generation at this facility. The single flash net power output and the thermal efficiency data includes eight main components: Well temperature (°C), Separator pressure (kPa), Condenser pressure (kPa), Turbine’s power (kW), Phase Fraction, Mass Flow (kg/h), Energy input (kW) and Energy output (kW). Whereas the double flash net power output and the thermal efficiency data includes eight main components: Well temperature (°C), High-pressure separator (kPa), Low-pressure separator (kPa), Condenser pressure (kPa), Turbine’s power (kW), Phase Fraction, Mass Flow (kg/h), Energy Input (kW) and Energy output (kW).
DOI: 10.6084/m9.figshare.20022010.v1
title: Biosecurity preacautions adopted by professionals working in audiology

description: PURPOSE: to know the practices of biosecurity practices adopted by Speech Therapists working in Audiology and relate these practices with continuing education and professionals' time of graduation. METHODS: 70 speech therapists working in Audiology in the cities of Belo Horizonte and Contagem participated in this study. It was administered a questionnaire on Biosafety in Audiology, based on Regulatory Norm 32, comprising 27 closed questions, covering aspects of hand hygiene, personal protective equipment, organization and cleanliness of working items and the environment. RESULTS: most of the speech therapists interviewed reported adopting the following biosafety precautions: hand hygiene before attendance (71%), use of lab coats with long sleeves (74%) and buttoned (91%), hair tied (79%), cleaned and cut nails (91%), separation and disinfection of used items (83%), organization of the environment (97%). However, only 40% of them reported washing their hands between patients' appointments and 9% reported to wear gloves when carrying out meatoscopy. It was observed that the allocation of items for disinfection is a routine practice for most professionals with expertise (p &lt;0.05). Professionals with longer time of graduation adhered better to the hand hygiene practice. CONCLUSION: washing hands before the attendance, dressing properly, allocating the items intended for disinfection and organizing the workplace are biosecurity practices adopted by most of speech therapists. Some factors such as time of graduation and continuous education positively influence the adoption of correct precautions on Biosafety.
DOI: 10.6084/m9.figshare.20518314.v2
title: Lyons and McClelland 2023 AJP Data and Supplemental Material

description: The following datasets show the values for all the figures and tables in the article "Highland deer mice redistribute tissue fatty acid uptake to support thermogenesis after cold hypoxia acclimation." <br> Highland mice (ha) and lowland mice (la) were acclimated to either thermoneutral (tn) or cold hypoxia (ch). <br> <br>
DOI: 10.6084/m9.figshare.3543842.v1
title: Appendix F. The δ13C values of individual nonessential amino acids for each taxon relative to their respective means.

description: The δ13C values of individual nonessential amino acids for each taxon relative to their respective means.
DOI: 10.6084/m9.figshare.4272392.v1
title: International Journal of Systematic and Evolutionary Microbiology (IJSEM) phenotypic database

description: The International Journal of Systematic and Evolutionary Microbiology (IJSEM) is the official publication of the International Committee on Systematics of Prokaryotes and the Bacteriology and Applied Microbiology Division of the International Union of Microbiological Societies, and the official journal of record for novel bacterial and archaeal taxa (http://ijs.microbiologyresearch.org/content/journal/ijsem). We manually searched IJSEM articles to extract phenotypic, metabolic and environmental tolerance data of bacterial strains from 2004 to 2014.<br><br> We focused on the most recent entries as they presumably used standardized and state-of-the-art methods, up-to-date taxonomic nomenclature, most strains had easily retrievable 16S rRNA gene sequence data, and many strains also had publicly available genome sequence data available. Data was manually collected using Google Forms as variable structure of the articles and inconsistent reporting of relevant information precluded the use of automatic text parsing algorithms. <br>
DOI: 10.6084/m9.figshare.1297161.v1
title: Network complexity data

description: Data files complexity of network data.
DOI: 10.17632/pztwf8ztx7
title: Theories of Foreign Exchange Management: Applications and Effectiveness

description: Theories of Foreign Exchange Management: Applications and Effectiveness" explores the theoretical frameworks underpinning the management of foreign exchange and evaluates their practical applications and effectiveness. It analyzes how these theories are utilized in real-world scenarios to manage foreign exchange risk, facilitate international trade, and maintain macroeconomic stability. Furthermore, the paper examines the effectiveness of different foreign exchange management strategies in achieving their intended objectives, considering factors such as market dynamics, policy interventions, and institutional frameworks.Drawing on empirical evidence and case studies, the paper evaluates the strengths and limitations of different approaches to foreign exchange management, shedding light on their implications for businesses, financial institutions, and policymakers. Additionally, it explores emerging trends and challenges in the global foreign exchange market, offering insights into potential areas for further research and policy development.
DOI: 10.6084/m9.figshare.12922218.v2
title: Database from The ‘Reading the mind in the Eyes' test and emotional intelligence

description: Database of the study
DOI: 10.6084/m9.figshare.22704619.v1
title: GDP/GNP/NNP Data for Germany 1851-2020

description: This is a compact excerpt of GDP data for Germany from the publication: Thomas Rahlf, Volkswirtschaftliche Gesamtrechnung, in: Thomas Rahlf (Ed.), Deutschland in Daten. Zeitreihen zur Historischen Statistik, 2nd ed., Bonn: Bundeszentrale für politische Bildung 2022, pp. 192-205. <br> According to current research, it is not possible to calculate a reliable gross national product, or gross domestic product for Germany for the 19th century. Instead of Hoffmann’s calculations, the net national product calculated by Pfister (2020) should be used.<br> For the first half of the 20th century, the calculations of Ritschl / Spoerer (1997) should still be chosen.<br> For the period from 1950 to 1970, the data in Spoerer / Ritschl (1997) are identical with the more comprehensive publication Federal Statistical Office (2021), which contains unrevised results before the introduction of the European System of Accounts in 1995.<br> For 1970 to 1990, the data published by Ritschl / Spoerer (1997) can be used if comparability of this period with the period before is more important than with the period after.<br> If a comparison with the period after is more important, for 1970 to 1990 the data from Federal Statistical Office (2021), should be used. These are recalculated after the 1991 and 2002 revisions, but not after the 2011, 2014, or 2018 revisions.<br> The data from 1991 onward fit the previous ones only to a limited extent because they have been recalculated based on the 2011, 2014, and 2018 revisions. <br> -------- <br> Pfister, Ulrich, The Crafts–Harley view of German industrialization: an independent estimate of the income side of net national product, 1851–1913, in: European Review of Economic History 24/3 (2020), S. 502‐521. <br> Ritschl, Albrecht/Spoerer, Mark, Das Bruttosozialprodukt Deutschlands nach den amtlichen Volkseinkommens‐ und Sozialproduktstatistiken 1901‐1995, in: Jahrbuch für Wirtschaftsgeschichte 1997, S. 27‐54. <br> Statistisches Bundesamt (Hrsg.): Bevölkerung und Wirtschaft 1872–1972, Stuttgart/Mainz 1972 <br> Statistisches Bundesamt (Hrsg.) 2010, Volkswirtschaftliche Gesamtrechnungen. Ergebnisse in jeweiligenPreisen und in Preisen von 1991 nach ESVG, 2. Auflage, 1950 bis 1970, Wiesbaden (unveröffentlicht). <br> Statistisches Bundesamt (Hrsg.), Fachserie 18, Volkswirtschaftliche Gesamtrechnungen. Reihe 1.5: Inlandsproduktberechnung ‐ Lange Reihen ab 1970, Jg. 2020, Stuttgart. <br>
DOI: 10.6084/m9.figshare.28920087.v1
title: Supplementary Table 2 from The accordion worm: A new genus and species of heteronemertean (Nemertea, Pilidiophora) from Galicia (Spain)

description: Accession numbers for all sequences used in the phylogenetic analysis
DOI: 10.6084/m9.figshare.7452899.v1
title: A study of strain and deformation measurement using the Arduino microcontroller and strain gauges devices

description: Abstract This paper presents a methodology for the measurement of strain by means of strain-gauges, where the data acquisition is done by using an Arduino Uno board, due to the low-cost and the easy manipulation of this microcontrollers. The measured signal conditioning is performed by means of a Wheatstone Bridge and then discretized by an Analog-Digital Converter (ADC) external to the Arduino. For the validation of the proposed measurement system, experiments are performed on a cantilever beam and on a cantilever-supported shaft, where the experimental results are compared with those obtained analytically and by simulation using the finite element method. The results obtained are in agreement with the literature and demonstrate that the proposed system has satisfactory accuracy.