cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pbkn43bgjc
title: D2TSAero Dataset for digital twin application in Aeronautics

description: The focus of this project is to develop a Digital Thread Twin architecture for Smart maintenance of Aeronautic systems. For the development of a reliable model that can ensure a reliable representation of the real system an Offline environment that mimics real system behavior was developed. 

The simulation is based on the proposed model of an a Aircraft distribution System described in “Safety + ai: A novel approach to update safety models using artificial intelligence". 

The proposed data set for the use case includes four Runs and five scenarios for each run. Five operating points for each run were simulated in order to represents healthy and Faulty conditions of the system. Faulty conditions are generated using MATLAB by injecting several faults categories at each epoch. 

The proposed data concerns four components of the system mainly hydraulic pump,the three tanks, Engines, rear and front pumps. Dataset for 11 healthy and faulty scenarios was produced with several failure types for each of these components. Failures includes Noise NOI, Minor in Service Problem SER, Abnormal Instrument Reading AIR , External Leakage ELU and Parameter Deviation PDE. Noise on sensor was also considered to stimulate security threats. 
Fault Type 1 : Noise on Instruments 
Fault Type 2: Abnormal Instrument Reading
Fault Type 3: Minor in Service Problem 
Fault Type 4: External Leakage
Fault Type 5: Parameter Deviation
Fault Type 6: Structural Deficiency
Fault Type 7: Breakdown

Features for Pumps : Pump flow for the five pumps 
Features for Pump Hydraulic: Pump motor speed 
Features for Driver: Driver Power 
Features for Tank : Volume and temperature for the three tanks 

The produced data set can be used to compare performance of different asset health estimation models and for the development of new predictive maintenance strategies. 

This data empowers researchers to create new models for aeronautics systems maintenance management by leveraging digital twin technology. By using digital twins with muliagent systems and AI, scientists can predict and emulate the behavior of aircraft complex logic from these larger datasets.
DOI: 10.17632/s8nsg2hwc8
title: A COMPARITIVE STUDY OF CONTEMPORARY ARCHITECTURE AND SCIENCE FICTION FILMS

description: In what distinct ways could the present course of events in the realm of architecture
(contemporary & futuristic) be influenced by science fiction films? And thereby, could this
present course of developments prove to be progressive or detrimental to the fate of humanity?
~~~
What would life look like about 100 years from now?
A question that has plagued the minds of lay-men and theorists alike. And no one seems exempt from the vast, impending sense of oblivion that accompanies
said question. Obviously, nobody in the known universe has the power to asses and gauge the
future, yet – is it going to be just as the movies predict it will be? Or something completely
unknown?
To answer these questions, one must first begin to understand that in the past, science
fiction was commonly used to prophesize about fantastical renditions of what the artists, theorists and philosophers of that age used to predict for our (present) future – which we now
know from experience, has been greatly exaggerated in some cases, and in some cases has
been quite on the mark. Case in point, Arthur C. Clarke’s futuristic saga, 2001: A Space
Odyssey, which was written in the year 1968, and features a movie adaptation by the director
Stanley Kubrick, was one of the first of its kind to detail the intricacies of space flight and
what a travel to space might seem like. While we now know that some parts of the story were
a bit too advanced for their time – for example, the luxurious space travel as featured in the
lobby of the Galactic Hilton Hotel, there are also several other instances that mirror real life
events – like the Apollo 11 moon landing that happened the following year in 1969.
Therefore, to understand the effect of science fiction films on current architectural trends
and the future, it is important to comprehend the ways in which the influence of these
films can be materialized in real-life architecture and vice versa.
~~~
The assumption that can be made from this questionnaire study is that films have been and will continue to
be able to predict the reality of the future to a certain degree. This degree, therefore depends
on several factors which go beyond and include the current rate of globalization, technological advancements, societal constructs, environmental concerns and the all- governing laws of physics. The three outcomes of these prophesies that can be predicted, however, can be useful in
assessing how much of the future that is depicted in science fiction films could actually
become reality; these outcomes include:
1. What is predicted can/will happen
2. What is predicted cannot/will not happen
3. What is not predicted can/will happen
DOI: 10.17632/thvh9j7hbk
title: BL3.1 and BL3.2 Protein Sequences

description: Amino acid sequence for VHH constructs BL3.1 (monomeric) and BL3.2 (homodimeric).
DOI: 10.6084/m9.figshare.19426253.v7
title: adult model

description: Adult model
DOI: 10.6084/m9.figshare.21500277.v1
title: DATA sharing.xlsx

description: The data set offers SJC, 9999 gold prices in Vietnam
DOI: 10.6084/m9.figshare.29081789.v1
title: Material suplementario del artículo: "Impacto de nuevos fármacos y calidad de la atención en trabajadores con diabetes bajo seguimiento continuo en el IMSS."

description: Material suplementario del artículo: "Impacto de nuevos fármacos y calidad de la atención en trabajadores con diabetes bajo seguimiento continuo en el IMSS."
DOI: 10.17632/f8s7r2sf9t
title: Imaging mass spectrometry data for liver, muscle, visceral adipose tissue, subcutaneous adipose tissue, and serum

description: Preprocessed imaging mass spectrometry data (.imzML format) for human liver, muscle, visceral adipose tissue, subcutaneous adipose tissue, and serum. Detailed information is given in the publication by Sun et al. "Inter-organ cross-talk in human cancer cachexia revealed by spatial metabolomics" (currently in revision).
DOI: 10.17632/fbs2xbw79b
title: The impact of COVID-19 on behavioral and emotional wellbeing of children 5 to 12 years in Kuwait: a cross sectional study

description: This study assessed behavioral and emotional patterns in Kuwaiti children during COVID-19 lockdowns and the parents' coping strategies. This we-based cross-sectional study was conducted with the parents of Kuwaiti children between the ages of 5 and 12. A total of 292 parents responded (52.1% male, 47.9% female). Parents reported that for those children with screen time of 120 to 180 minutes daily, the screen time increased from 7.3% before the pandemic to 16.7% during lockdowns. Shorter-duration physical activity increased, while longer-duration physical activity decreased by half during the pandemic. Physical activity before lockdowns for the category of 60-120 minutes was 13.6% for males and 12.3% for females (P value 0.021), while during lockdowns it decreased to 5.8% for males and 7.5% for females (P value &lt;0.000). Also, there was an increase in consumption of snacks like chips and chocolate (27.4%). About 64% of the parents said that their children had sleeping disturbances such as frequent awakenings (34.3%), sleeping less than normal (32.5%), and being afraid to sleep alone (52.4%). Findings suggest that COVID-19 lockdowns had a moderate impact on the behaviors of children in Kuwait.
DOI: 10.17632/zfzgdm3gx7
title: NACC in longitudinal format

description: NACC in longitudinal format
DOI: 10.6084/m9.figshare.9211502.v1
title: Effects of nitrogen deposition on the abundance and metabolism of lichens: A meta-analysis

description: Dataset from: "Effects of nitrogen deposition on the abundance and metabolism of lichens: A meta-analysis"
DOI: 10.17632/674z4mg9dm
title: Base de dados de validação do aplicativo Oral DM Plus – 2024

description: Este conjunto de dados apresenta os resultados de validação de conteúdo (Índice de Validação de Conteúdo - IVC) do aplicativo educativo Oral DM Plus. Os dados foram coletados com juízes especialistas e pessoas idosas, avaliando aspectos de concordância, relevância, estrutura e objetivos do material.

As respostas foram analisadas conforme os critérios estabelecidos por Alexandre e Coluci (2011), e organizadas em tabelas para apresentação em artigo científico.

Os dados não contêm informações pessoais e foram totalmente anonimizados
DOI: 10.17632/vt9nzf4gvj
title: Datasets of Chemical Compounds in Three Different Species of Aquilaria using GC-MS coupled with GC-FID Analysis

description: Data for publication in Data in Brief regarding the chemical compounds in different species of Aquilaria Oil.
DOI: 10.6084/m9.figshare.22099862.v1
title: Quercus gilva

description: Quercus gilva
DOI: 10.6084/m9.figshare.27936156.v3
title: Mapping global shipless areas and conflict zones between shipping and marine biodiversity

description: Data for the paper entitled "<b>Mapping global shipless areas and conflict zones between shipping and marine biodiversity</b>".
DOI: 10.6084/m9.figshare.8093702.v3
title: Reynolds and McMahon. Views of health professionals on the clinical recognition of orthorexia nervosa: a pilot study

description: SPSS dataset. Abstract from this publication is copied below: http://dx.doi.org/10.1007/s40519-019-00701-z<br>PurposeWe present pilot, cross-sectional online survey data of health professionals in Australia and New Zealand about their attitudes towards orthorexia nervosa (ON), the proposed health food eating disorder. Our primary outcome was whether the professionals believed that ON should be a distinct, clinically recognised eating disorder.MethodsFifty-two health professionals, predominantly psychologists and dietitians, completed the survey.ResultsNearly, three-quarters of respondents (71%) believed that ON should be a distinct, clinically recognised eating disorder.ConclusionsThis finding should be extended in a full study to inform future iterations of diagnostic manuals and the recognition and treatment of obsessively healthy eating.
DOI: 10.17632/46p8vp9xts
title: MedNER: Covid-19 drug disease named entity recognition dataset from scientific articles

description: This dataset contains drug and disease-named entity data for COVID-19-related texts from published papers in IOB format. This dataset has been annotated and verified by domain experts. This dataset has 26528 rows and 3 columns. The first column represents the sentence ID, the second column represents the tokens, and the third column contains the drug or disease tag. This dataset contains data for five annotated documents among 25 documents.
DOI: 10.17632/5cp2dyjczk
title: An annotated image dataset of cabbages for instance segmentation

description: This dataset contains images of cabbage (Brassica oleracea var. capitata) as a PNG file and their annotated data in COCO format (.json). The cabbage images were taken using UAVs in farmers' fields in Gifu Prefecture, Japan. The images include the growing season from early growth to just before harvest. Using this dataset as training data for deep learning models, the cabbage size can be quantified automatically.
DOI: 10.6084/m9.figshare.23707884.v1
title: Correlational analysis of ECG & CGM

description: <strong>Correlation analysis of heart rate variations and glucose fluctuations during sleep</strong> Taira Kajisa*1, Toshiya Kuroi2, Hiroyuki Hara2, and Toshiyuki Sakai3 <em>1.</em> Course of Bio-Nano Science Fusion, Graduate School of Interdisciplinary New Science, Toyo University, 2100 Kujirai, Kawagoe, Saitama 310-8585, Japan <em>2.</em> Hakuju Institute for Health Science Co., Ltd. <em>3.</em> Department of Student, Student Support Division, Toyo University, 2100 Kujirai, Kawagoe, Saitama 350-8585, Japan <strong>ABSTRACT</strong> Objective: The body’s glucose concentration is influenced by carbohydrate intake, insulin-induced carbohydrate reduction, and hepatic glycogen breakdown induced by stress hormones. This study investigated the potential of employing glucose fluctuations as a measure of stress by examining the relationship between heart rate variability (HRV) data and glucose levels during sleep in healthy subjects. Methods: In this cross-sectional study, a chest-worn electrocardiogram (ECG) and continuous glucose monitoring device (CGM) were respectively used to monitor the heart rate intervals and glucose fluctuations of five subjects (two males, three females) during sleep. A time-series correlation analysis was performed on the HRV data extracted from heart rate intervals and the corresponding glucose fluctuation data. Results: The time-series analysis of ECG and CGM data collected from subjects during sleep (n = 25 nights) revealed a moderate negative correlation between glucose levels and HRV, with a cross-correlation coefficient of r = –0.453. Conclusion: Similar to HRV, changes in stress levels can be detected by observing glucose fluctuations, particularly during sleep when the impact of food intake can be eliminated. Our findings highlight a significant correlation between glucose levels and HRV, indicating that glucose fluctuations can be used as an indicator of autonomic nervous system activity.
DOI: 10.17632/9pnx7nj327
title: Electrical stimulation physiology data: Rodent in-vivo nerve-muscle preparation.

description: The data presented here is from 11 terminal rodent electrophysiology experiments. The detailed surgical and experimental methods are described in [1] and [2]. In brief: The common peroneal nerve (CPN) of anaesthetized Wistar rats was electrically stimulated with single pulses and the isometric twitch force of the extensor digitorum longus (EDL) muscle was recorded. Every 20 test stimulations a control pulse was delivered (phase width 200µs, biphasic rectangular, cathodic phase first, amplitude set individually – typically 1-2mA) to elicit full neuromuscular activation. The absolute twitch force recordings of test stimulations were divided by the twitch force of the closest control pulse and thus normalized. Every single electrical stimulation is represented by one row in the data published here. The variables parameterizing the shape and intensity of the electrical pulses, the stimulation electrode configuration, and the measured absolute and normalized twitch force responses are given in the columns: Column 1: Time in seconds from the beginning of the stimulation experiment. Column 2: Type of stimulation (0= rectangular control pulse, 1=rectangular test pulse, 2=Gaussian test pulse). Column 3: Subthreshold pre-pulse shape (0=no pre-pulse, 1=ramp pre-pulse, 2=square pre-pulse). Column 4: Subthreshold pre-pulse amplitude in µA. Column 5: Subthreshold pre-pulse duration in µs. Column 6: Amplitude first phase in µA. Column 7: Duration first phase in µs. Column 8: Interphase gap in µs. Column 9: Amplitude second phase in µA. Column 10: Duration second phase in µs. Column 11: Return electrode position or stimulation configuration (1=monopolar, 2=bipolar, 3=near-monopolar 1 (return electrode 5mm away from CPN), 4= near-monopolar 2 (return electrode 10mm away from CPN), 5= near-monopolar 3 (return electrode 15mm away from CPN)). Column 12: Absolute isometric EDL twitch force in N. Column 13: Normalized EDL twitch force. [1] S. Eickhoff and J. C. Jarvis, "The Effect of Sub-Threshold Pre-Pulses on Neural Activation Depends on Electrode Configuration," in IEEE Transactions on Biomedical Engineering, doi: 10.1109/TBME.2020.2964071. [2] S. Eickhoff and J. C. Jarvis, "An Investigation of Neural Stimulation Efficiency With Gaussian Waveforms," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 1, pp. 104-112, Jan. 2020, doi: 10.1109/TNSRE.2019.2954004.
DOI: 10.17632/kvh98g9js6
title: Shushruth et al., 2022 (Current Biology)

description: Behavioral and neural data from "Sequential sampling from memory underlies action selection during abstract decision making" by Shushruth S, Zylberberg A & Shadlen MN; Current Biology (2022)

The data is in Matlab format. See https://github.com/sshruth/Shushruth_etal_CurrBiol2022 for scripts to generate figures in the paper from this data. 

Data in the field "annie" is from Monkey-AN and 
Data in the field "smith" is from Monkey-SM

The data from each monkey is contained in the following fields
*.annie.eMat: behavioral data from monkey-AN
*.annie.respMat: neural data from monkey-AN
*.annie.ME: motion energy data from monkey-AN
*.smith.eMat: behavioral data from monkey-SM
*.smith.eMatRev: behavioral data from monkey-SM with target colors reversed for cells [10 13 15 19 23 24] (see STAR Methods)
*.smith.respMat: neural data from monkey-SM
*.smith.ME: motion energy data from monkey-AN
DOI: 10.6084/m9.figshare.2682550.v1
title: GuiaTreeKey

description: <i>GuiaTreeKey </i>is an electronic key to identify tree genera occuring in Terra-firme forests of French Guiana. It is accessible with the free access software <i>Xper</i>²,see user manual. <br>How to cite: <br>Engel J, Brousseau L, Baraloto C (2016) GuiaTreeKey, a multi-access electronic key to identify tree genera in French Guiana. PhytoKeys 68: 27-44. doi: 10.3897/phytokeys.68.8707<br>
DOI: 10.17632/68pdjd5m53
title: Global mitochondrial protein import proteomics reveal distinct regulation by translation and translocation machinery Source data - Schäfer et al

description: These files are original source data used in the manuscript titled "Global mitochondrial protein import proteomics reveal distinct regulation by translation and translocation machinery.".
DOI: 10.17632/zm4f727vvr
title: Clustered residential electricity load profiles from Smart Grid Smart City dataset

description: This dataset contains 30-minute interval electricity load data for 6031 residential customers in NEW South Wales for the calendar year 2013. The original data was collected for the the AusGrid Smart Grid Smart Cities (SGSC) project and made publicly available. (Smart Grid Smart City Customer Trial Data. 2014; http://www.data.gov.au. ) Customers with 90% or more complete data for the year have been further selected to exclude load profiles that have been significantly affected by participation in the demand response activities as part of the SGSC trial. Missing data has been filled. The load profiles have then been clustered within different customer groups and according to dwelling type (house or unit). Details of the data preparation, clustering process and categorization of the clusters according to household characteristics is described in the forthcoming article Roberts, M.B., Haghdadi, N., Bruce, A., and MacGill, I.: ‘Cluster-based characterisation of Australian apartment electricity demand and its implications for low-carbon cities'.
DOI: 10.6084/m9.figshare.13176806.v1
title: Supplementary Material for: A Metabolically Unhealthy Phenotype Is Associated with <b><i>ADIPOQ</i></b> Genetic Variants and Lower Serum Adiponectin Levels

description: <b><i>Background:</i></b> Even though excessive adipose tissue is related to chronic metabolic disturbances, not all subjects with excess weight (EW) display metabolic alterations, and not all normal-weight (NW) subjects have a metabolically healthy (MH) phenotype, probably due to gene-environment interactions. The aim of this study was to investigate the interaction effects of <i>ADIPOQ</i> and <i>PPARG</i> genetic variants in NW and EW individuals with different metabolic phenotypes. <b><i>Methods:</i></b> Data on 345 adults from western Mexico were analyzed. The individuals were classified into NW and EW groups according to body mass index, and were categorized as MH or metabolically unhealthy (MUH), considering homeostatic model assessment insulin resistance (HOMA-IR) and National Cholesterol Education Program Adult Treatment Panel III (NCEP-ATP III) cut-off points for glucose, triglycerides, high-density lipoprotein cholesterol, and blood pressure. Subjects with ≤1 altered parameter were classified as MH. The single nucleotide polymorphisms (SNPs) –11377C&gt;G, –11391G&gt;A, +45T&gt;G, and +276G&gt;T for <i>ADIPOQ</i> and Pro12Ala for <i>PPARG</i> were analyzed by allelic discrimination. High-molecular-weight adiponectin isoform levels were measured by ELISA. <b><i>Results:</i></b> Lower serum adiponectin levels were associated with the MUH phenotype in EW subjects. NW subjects with the GG or TG genotype for the +45T&gt;G SNP had reduced odds of the MUH phenotype. Individuals who carried two copies of the GG haplotype at the –11391G&gt;A and –11377C&gt;G SNPs for <i>ADIPOQ</i> had lower serum adiponectin levels than those with zero copies. <b><i>Conclusion:</i></b> In this population, lower serum adiponectin levels were found in the EW-MUH phenotype, and no differences were observed between the NW-MH and the EW-MH phenotype. In addition, the +45T&gt;G SNP was associated with reduced odds of the MUH phenotype.
DOI: 10.6084/m9.figshare.20366130.v1
title: Supplementary Material for: Evaluation of Appendicular Muscle Mass in Sarcopenia in Older Adults Using Ultrasonography: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> The measurement of appendicular muscle mass is essential for the diagnosis of sarcopenia. Ultrasonography is an accurate and convenient method used to evaluate muscle mass. <b><i>Objective:</i></b> The aim of the study was to evaluate the diagnostic value of ultrasonography for appendicular muscle mass in sarcopenia in older adults and find out proper ultrasound parameters. <b><i>Methods:</i></b> Medline, Embase, Cochrane, and Web of Science databases were searched for relevant articles. Published studies on the validity and/or reliability of ultrasonography for quantifying muscle mass of the limbs in sarcopenia in the older population were included. A systematic review was conducted based on specific muscles and reference methods. A meta-analysis was conducted to assess the validity and reliability of the ultrasonography. <b><i>Results:</i></b> Forty articles were included in this review. There were nine, nine, nine, and four studies included in the qualitative synthesis for a diagnostic test, correlation coefficient, intra-class reliability, and inter-class reliability, respectively. The diagnostic value of rectus femoris (RF) or gastrocnemius (GM) thickness on ultrasonography for sarcopenia or low muscle mass was moderate (the area under summary receiver operating characteristic curve [SROC] = 0.76, 95% confidence interval [CI]: 0.72–0.79, SROC = 0.80, 95% CI: 0.76–0.83, respectively). The pooled correlation between muscle mass on dual-energy X-ray (DXA) or bioelectrical impedance analysis (BIA) and muscle thickness (MT) on ultrasound was moderate (<i>r</i> = 0.56, 95% CI: 0.49–0.62). There was a low-to-moderate correlation between muscle mass on DXA or BIA and cross-sectional area (CSA) on ultrasound (<i>r</i> = 0.267–0.584). The correlation was high to very high between muscle mass from DXA and the ultrasound-predicted formula (<i>r</i> = 0.85–0.963). The CSA from ultrasound had a high or very high correlation with that from computed tomography or magnetic resonance imaging (<i>r</i> = 0.826, intra (inter)-correlation coefficient [ICC] = 0.998–0.999). The respective meta-analyses showed good inter-rater and intra-rater reliabilities (ICC &gt; 0.9). <b><i>Conclusion:</i></b> Ultrasonography is a reliable and valid diagnostic method for the quantitative assessment of appendicular muscle mass in sarcopenia in older people. The thickness and CSA of the RF or GM seem to be proper ultrasound parameters to predict muscle mass in sarcopenia. Multicenter studies with large samples and the application of new ultrasonic techniques will be the future research directions.
DOI: 10.6084/m9.figshare.21129826.v2
title: FADUS_China

description: Multi-decadal coastal urban sprawl map for China in 1986-2020 derived from our FADUS classification framework on time series of Landsat imagery. Field 'GRIDCODE' indicates the change year. <br> Please contact Miss. Qian Zhang (zq10160617@gmail.com) if you have any questions.