cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24311971.v2
title: <b>ML section AMS</b><sup><strong>14</strong></sup><b>C age and proxy record data set</b>

description: ML section (100.84°E, 38.29°N) is located in Minle County, Zhangye, Gansu Province, northwest China, with the altitude of 2673 m and a depth of 8 m. The upper 1.0 m of the ML section is mainly composed of light yellow silty clay, and the middle part (1.0–2.5 m) is yellow-white siltstone. The lower part (2.5-8.0 m) is brownish-yellow silty clay containing loess-like silt and delicate sand layers. ML was sampled at 3 cm in interval, and a total of 254 eolian sedimentary samples were obtained for analysis of proxies. AMS 14C dating is carried out on 20 samples. According to the age-depth model, the section covers the past 18,000 years, and the accumulation rate of loess increases sharply with the increase in depth. The particle size, magnetic susceptibility (MS), mineralogy, and geochemical indicators of 235 samples from the ML section were determined.
DOI: 10.6084/m9.figshare.27010912.v1
title: Typhlocybinae Bacteria 16S rDNA

description: Bacteria raw sequences from various insect species of the Typhlocybinae subfamily, 16S rDNA amplicons, Illumina NovaSeq 6000
DOI: 10.6084/m9.figshare.5421085.v1
title: Matlab fig. format and data for Supplementary Fig. 3

description: Matlab fig. format and data for Supplementary Fig. 3
DOI: 10.26180/13663400.v1
title: DLA Form Generation dataset

description: This dataset consists of 2,500 3D forms created using a Differential Line Algorithm (DLA) based method. Multiple closed 2D line segments develop over time. At each time-step the geometry is captured and forms a sequential z-layer in a 3D form. After several hundred time-steps, the final 3D form is generated, suitable for 3D printing. Each image is 600x600 pixels resolution. Images in this set are 3D line renderings of the final form, from a perspective projection and orthographic projection in the x-y plane.<br>There are 9 separate runs with associated csv files. The associated images are in the <i>imgs.zip</i> file
DOI: 10.6084/m9.figshare.25000292.v1
title: SuppData4.tsv

description: Supplementary Data
DOI: 10.6084/m9.figshare.26841853.v1
title: JGR 的共享数据

description: 文章数据：湿地形重力波阻力参数化方案的开发：极端降雨事件的公式与评价
DOI: 10.6084/m9.figshare.4591555.v1
title: DataSet_TalkingRx

description: Clinical Trial Data Set
DOI: 10.6084/m9.figshare.7679933.v3
title: GeneExpression.rar

description: gene expression of three cultivars at three developing stages
DOI: 10.6084/m9.figshare.20235792.v1
title: NSW greater glider DArTseq data

description: Genome-wide SNPs for NSW greater gliders (Petauroides volans). SNP data was generated by Diversity Arrays Technology, Canberra.
DOI: 10.6084/m9.figshare.3521300.v1
title: Appendix A. A table showing raw detection probabilities of L. v. vulgaris using trapping and environmental DNA surveys across seven sites in Melbourne, Australia; a figure showing mean and 95% credible intervals of the random effects for site, month and day within month, for trapping and environmental DNA methods; and a figure showing mean and 95% credible intervals for regression coefficients describing effects of water depth, rainfall, and temperature on detection probabilities of L. v....

description: A table showing raw detection probabilities of L. v. vulgaris using trapping and environmental DNA surveys across seven sites in Melbourne, Australia; a figure showing mean and 95% credible intervals of the random effects for site, month and day within month, for trapping and environmental DNA methods; and a figure showing mean and 95% credible intervals for regression coefficients describing effects of water depth, rainfall, and temperature on detection probabilities of L. v. vulgaris using traps and environmental DNA sampling.
DOI: 10.6084/m9.figshare.15022800.v1
title: Data associated with Reverter_et al 2021.xlsx

description: Data used in the systematic review and meta-analysis of coral reef community changes. This dataset is associated with the following publications:Reverter, M., Helber, S., Rohde, S., de Goeig, J.M., Schupp, P.J. Coral reef benthic community changes in the Anthropocene: biogeographic heterogeneity, overlooked configurations and implications on ecosystem functioning. Global Change Biology, 2022.<br>
DOI: 10.21233/ar1t-7b04
title: Gamov Peninsula, Posyet Bay ostracode surface sample dataset

description: Raw data for the Gamov Peninsula, Posyet Bay ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/rmwjbrgxxn
title: Data for: Selection of Design Friction Angle: A Strain Based Empirical Method for Cohesionless Soils
DOI: 10.6084/m9.figshare.11836116.v1
title: Online Supplement 1

description: Parameter tuning of word2vec model<br>
DOI: 10.6084/m9.figshare.13573847.v1
title: DefaultData

description: DefaultData dataset contains 30000 instances including 23364 non-default instances and 6636 default instances. Each instance contains 24 features (15 numeric features and 9 categorical features).<br><br>
DOI: 10.6084/m9.figshare.7731233.v5
title: Bilateral international migration flow estimates for 200 countries (1990-1995 to 2015-2020)

description: Version Details<br>Update of estimates of international migration flows from Abel & Cohen (2019) based on newly published International Migrant Stock (IMS2020) data inputs by the United Nations and the most recent WPP (WPP2019). <br><br>Also includes a correction for the treatment of Serbia, Montenegro, Sudan and South Sudan as separate countries prior to 2005. During 1990-1995, 1995-2000 and 2000-2005, 2005-2010 periods there are 197 countries, where the old three letter alpha numeric codes for Serbia and Montenegro (SCG) and Sudan (SUD) are used. The combination of these countries follows their representation in United Nations migrant stock data. In periods after 2005-2010 there are 200 countries, where Serbia, Montenegro, Sudan and South Sudan are separate (as in the paper and previous versions) and estimates for Curaçao are also feasible. A description of the changes in the estimates can be found here.<br>See Version 1 (link above) for estimates presented in the paper, based on WPP2017 and IMS2017.<br>Data Details<br><br>Row for each migration corridor - period combination (197 origins x 197 destinations x 4 periods + 200 origins x 200 destinations x 2 periods = 235,236).<br>year0 - first year of five year periodorig - origin ISO three letter country codedest - destination ISO three letter country<br> Columns for estimates based on the following migration flow estimation methods:<b><br>Stock Differencing Approaches:</b><br><br>sd_drop_neg - see for example Beine, M., Docquier, F., & Özden, Ç. (2011). Diasporas. Journal of Development Economics, 95(1), 30–41. https://doi.org/10.1016/j.jdeveco.2009.11.004<br><br>sd_rev_neg - see for example Beine, M., & Parsons, C. R. (2015). Climatic Factors as Determinants of International Migration. The Scandinavian Journal of Economics, 117(2), 723–767. https://doi.org/10.1111/sjoe.12098<br><br><b>Migration Rate Approach:</b><br><br>mig_rate - see Dennett, A. (2016). Estimating an Annual Time Series of Global Migration Flows - An Alternative Methodology for Using Migrant Stock Data. In Global Dynamics (pp. 125–142). Chichester, UK: John Wiley & Sons, Ltd. https://doi.org/10.1002/9781118937464.ch7<br><br><b>Demographic Accounting Approaches:</b><br><br>da_min_open - see Abel, G. J. (2013). Estimating global migration flow tables using place of birth data. Demographic Research, 28(March), 505–546. https://doi.org/10.4054/DemRes.2013.28.18<br><br>da_min_closed - see Abel, G. J. (2018). Estimates of Global Bilateral Migration Flows by Gender between 1960 and 2015. International Migration Review, (Fall), imre.12327. https://doi.org/10.1111/imre.12327<br><br>da_pb_closed - see Azose, J. J., & Raftery, A. E. (2018). Estimation of emigration, return migration, and transit migration between all pairs of countries. Proceedings of the National Academy of Sciences, 201722334. https://doi.org/10.1073/PNAS.1722334116<br>
DOI: 10.17632/mkhn7kxjvy
title: Hand Gesture Accelerometer and Gyroscope Dataset (HGAG-DATA)

description: This dataset includes information from 43 healthy participants (26 males and 17 females). The participants encompass an extensive age range of 18 to 69 years and are classified by dominant hand, comprising 34 right-handed and 9 left-handed individuals. Furthermore, they are categorized according to physical activity levels, comprising 28 non-athletic individuals and 15 athletic individuals. All participants were equipped, trained, and directed to perform 11 essential gestures relevant in many circumstances and closely linked to daily life requirements. The motions encompass clapping, coin flipping, finger snapping, fist making, horizontal wrist extension, index finger flicking, index thumb tapping, shooting, thumbs up, wrist extension, and wrist flexion. The dataset comprises 23,650 six-dimensional gesture samples, captured at a rate of 550 samples per subject following 50 repetitions of each of the eleven motions (11x50x43 = 23,650). Each gesture sample consisted of six directional time series signals, incorporating two signals for each of the x, y, and z axes from the accelerometer and gyroscope sensors. This dataset comprises a total of 141,900 signals (23,650 x 6 = 141,900). Consequently, this can serve as a significant resource for handling extensive data sets, such as those utilized in the development of machine learning and deep learning models, and as a reference dataset, it facilitates model benchmarking. The data will be especially helpful for societies that work with biomedical signals when they are trying to recognize and classify hand gestures for use in human-computer interaction (HCI) tasks. The dataset has been uploaded and is accessible online in two distinct hierarchical configurations. The initial structure categorizes the data according to the gesture name, but the subsequent structure arranges it by subject number. This configuration enhances potential advantages and facilitates management, permitting the reassembly of data in many formats as required.
DOI: 10.6084/m9.figshare.25656960.v1
title: Supplementary Material for: Optimizing Recovery: A Systematic Scoping Review of Upper Extremity Exercise Immediately After Cardiac Implantable Electronic Device Implantation

description: Background 

Cardiac Implantable Electronic Devices (CIEDs), including pacemakers, defibrillators, and resynchronization devices, significantly enhance patient outcomes, reduce sudden cardiac death, and improve health-related quality of life. CIED implantation is associated to persistent shoulder dysfunction in a considerable number of patients one-year post-implantation. This may result in disability, diminished quality of life, work absenteeism, and negative psychological effects. Restoring upper extremity function after CIED implantation should be a standard of cardiovascular care. Our systematic scoping review aimed to summarize available evidence, addressing vital questions about safety, effectiveness, exercise type, and time of exercise initiation immediately after CIED implantation. 

Methods 

We conducted a comprehensive literature search in five electronic databases for original research in English, and a manual search on the references of included studies. We used Rayyan web application for study selection, and PRISMA-ScR to conduct and report the review. We assessed methodological quality using Cochrane Risk of Bias Assessment Tool and Joanna Briggs Institute critical appraisal checklists. 

Results 

This review included six studies that used upper extremity pendular, range of motion, stretching and strengthening exercises. Initiation time varied from first post-operative day to second post-operative week. All studies showed significant association between active upper extremity exercise and reduced dysfunction and disability after CIED implantation. There were no significant differences in complication rates between control and experimental groups. 

Conclusions 

A limited number of low-to-average quality studies suggest active upper extremity exercise immediately after CIED implantation is safe, effective at reducing dysfunction, and improves quality of life. Higher-quality studies are needed to validate these findings.
DOI: 10.6084/m9.figshare.20071685.v1
title: Supplementary Material for: Burden of Disease and Cost of Illness of Inflammatory Bowel Diseases in Portugal

description: <b><i>Background:</i></b> Inflammatory bowel diseases’ (IBD) increasing incidence and prevalence place a heavy health and economic burden on society. <b><i>Objectives:</i></b> This study assesses the burden and cost of IBD in Portugal to support the definition of health policies, resource allocation, and patient care. <b><i>Methods:</i></b> The burden of disease was expressed using disability-adjusted life years (DALY). Costs were estimated considering the societal perspective, using a prevalence-based model and prices established by law. An expert panel composed of 5 expert Portuguese gastroenterologists and a patient-reported study were conducted to support the cost analysis and fill in information gaps. <b><i>Results:</i></b> In Portugal, with a prevalence of 24,069 IBD patients and an incidence of 15/100,000, the burden of disease was estimated at 6,067 DALYs: 507 resulting from premature deaths and 5,560 from disability. Total cost was estimated at EUR 146 million per year, with direct costs representing 59%. Average yearly cost per IBD patient is EUR 6,075, where 60% is related to Crohn’s disease and 40% to ulcerative colitis (UC). <b><i>Conclusion:</i></b> This study estimates the annual health burden and cost of IBD in Portugal, thus generating information with the intent to raise awareness of the need to advance health policies as well as better clinical and economic decisions in this pathology.
DOI: 10.6084/m9.figshare.22689667.v2
title: Geocoded database of health facilities with verified capacity for caesarean section in urban Nigeria

description: A geocoded list of facilities from both public and non-public sectors capable of providing comprehensive emergency obstetric care (EmOC) for 15 selected urban conurbations in Nigeria ( Aba, Abuja, Benin City, Ibadan, Ilorin, Jos, Kaduna, Kano, Lagos, Maiduguri, Onitsha, Owerri, Port Harcourt, Uyo, and Warri ). We proxied and defined the availability of comprehensive EmOC services as any health facility that can offer caesarean section (CS) services
DOI: 10.15468/dl.7u8e49
title: Occurrence Download

description: A dataset containing 4477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Danaus plexippus (Linnaeus, 1758), Ammopelmatus muwu Rentz & Weissman, 1981, Haliotis cracherodii Leach, 1814, Actinemys marmorata (Baird & Girard, 1852), Rana draytonii Baird & Girard, 1852, Thamnophis hammondii (Kennicott, 1860))",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-121.3464 33.21473, -118.6325 33.21473, -118.6325 35.79518, -121.3464 35.79518, -121.3464 33.21473))"
 ]
}

 The dataset includes 4477 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009379-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.23850768.v1
title: Supplementary Material for: Vagal nerve therapy in the management of obesity: a systematic review and metaanalysis

description: Introduction: The vagus nerve has an important role in satiety, metabolism and autonomic control in upper gastrointestinal function. However, the role and effects of vagal nerve therapy on weight loss remain controversial. This systematic review and meta-analysis assessed the effects of vagal nerve therapy on weight loss, body mass index (BMI) and obesity-related conditions. Methods: MEDLINE, EMBASE and CINAHL databases were searched for studies up to April 2022 that reported on % excess weight loss (%EWL) or BMI at 12 months or remission of obesity-related conditions following vagal nerve therapy from January 2000 to April 2022. Weighted mean difference (WMD) was calculated, and meta-analysis was performed using random-effect models and between-study heterogeneity was assessed. Results: Fifteen studies, of which nine were randomised-controlled trials, of 1447 patients were included. Vagal nerve therapy led to some improvement in %EWL (WMD 17.19%; 95% CI 10.94 to 23.44; p &lt; 0.001) and BMI (WMD -2.24 kg/m2; 95% CI -4.07 to -0.42; p = 0.016). There was a general improvement found in HbA1c following vagal nerve therapy when compared to no treatment given. No major complications were reported. Conclusions: Vagal nerve therapy can safely result in a mild-to-moderate improvement in weight loss. However, further clinical trials are required to confirm these results and investigate the possibility of the long-term benefit of vagal nerve therapy as a dual therapy combined with standard surgical bariatric interventions.
DOI: 10.6084/m9.figshare.25222115.v1
title: LLO-CV-QKD Key Dataset

description: Dataset with the raw keys before post-processing, using a CV-QKD system with true local oscillator. The sender's keys consist of values that follow a normal distribution, according to the Gaussian modulation scheme. The receiver's keys have been obtained by applying a software-defined pilot-tone assisted demodulation algorithm. Since this is CV-QKD, the keys are expressed as float numbers, and are separated into the actual key (x_key, y_key) and the fraction of the key used for parameter estimation (x_pe, y_pe).
DOI: 10.21233/cy1t-da14
title: Lake Tai ostracode surface sample dataset

description: Raw data for the Lake Tai ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.21977192.v3
title: Supplementary information of: Dynamic Evolution of Size and Colour in the Highly Specialized Zodarion Ant-Eating Spiders

description: Ecological specialists constitute relevant case studies for understanding the mechanisms, potential and limitations of evolution. The species-rich and strictly myrmecophagous spiders of the genus <em>Zodarion</em> show diversified defence mechanisms, including myrmecomorphy of different ant species and nocturnality. Using Hybridization Capture Using RAD Probes (hyRAD), a phylogenomic technique designed for sequencing poorly preserved specimens, we reconstructed a phylogeny of <em>Zodarion</em> using 52 (~ a third of the nominal) species that cover its phylogenetic and distributional diversity. We then estimated the evolution of body size and colour, traits that have diversified noticeably and are linked to defence mechanisms, across the group. Our genomic matrix of 300 loci led to a well-supported phylogenetic hypothesis that uncovered two main clades inside <em>Zodarion</em>. Ancestral state estimation revealed the highly dynamic evolution of body size and colour across the group, with multiple transitions and convergences in both traits, which we propose is likely indicative of multiple transitions in ant specialization across the genus. Our study will allow the informed targeted selection of <em>Zodarion</em> taxa of special interest for research into the group’s remarkable adaptations to ant specialization. It also exemplifies the utility of hyRAD for phylogenetic studies using museum material.
DOI: 10.17632/nrgkwtfrr2
title: Research data

description: Stock prices MELI and eBay
DOI: 10.6084/m9.figshare.25997182.v1
title: Supplementary Material for: Implementation of a Microbiological Surveillance Protocol in a Portuguese Tertiary Care Academic Endoscopy Unit

description: Introduction: International societies recommend microbiological surveillance of endoscopes to reduce the incidence of endoscope-associated infections, particularly for duodenoscopes. However, surveillance protocols are not internationally standardized, both regarding sample collection, processing, and culture. This study aims to provide a framework protocol encompassing the experience of a tertiary large volume endoscopy center and the microbiology laboratory for collecting and culturing of endoscope samples for microbiological surveillance.
Methods: A sample collection and processing protocol was designed as a result of a cooperation between the Endoscopy Center of the Gastroenterology Department and the Microbiology Laboratory of the Department of Clinical Pathology. This protocol reflects international recommendations in this topic and the human and technological resources of the involved departments.
Results: The established protocol for collecting samples varies according to the type and model of endoscope. The specimens are collected as sterile saline liquid samples, as well as swabs (with and without transport media). Together with the collection of samples from the endoscope, samples from the final rinse water as well as the water bottle are also collected. For duodenoscopes and curvilinear echoendoscopes, we perform microbiological surveillance every three months; for gastroscopes and colonoscopes, at least, once a year; and for specific endoscopes, such as the pediatric or dual-channel therapeutic endoscopes, enteroscopes or radial echoendoscopes, every six months.
Conclusion: Endoscopy units should have detailed protocols for microbiological surveillance of endoscopes. These protocols should be drawn up by a multidisciplinary team that includes endoscopy nurses, gastroenterologists, microbiologists and the antimicrobial stewardship team, following international recommendations, adapted to each institution resources.
DOI: 10.6084/m9.figshare.26048305.v1
title: Master ACUTE FMD.sav

description: FMD data following one session of IPC training
DOI: 10.6084/m9.figshare.7445855.v1
title: Bitcoin Prices and Technical Variables

description: <pre>The selected variables were chosen base on the literature for time series of stock prices prediction or Forex (currency) prediction. The analises test only variables associated with the price like Bitcoin close, open, high and low price and volumn (for one representative exchange). Like Chen and Bahar, we used moving average of the variables to generate new variables in order to capture other information that could be hidden due the high noise generate characteristic of a high volatile asset. Also, like \cite{Bahar2016}, we use Gold an Death Cross, that are very common data for technical analysis.</pre> <pre><br></pre>