cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23950584.v1
title: BioNet_Data

description: 1. Texture features and corresponding locations of all samples inside big ROI on cohort A and cohort B.2. Tissue state (raw) labels and corresponding locations of all biopsies on cohort A and cohort B.
DOI: 10.6084/m9.figshare.28794119.v1
title: docking-master.zip

description: To elucidate how LCA inhibits the binding of the viral S protein to pAPN, we conducted molecular docking studies of LCA with the receptor-binding domain (RBD) -pAPN protein complex.
DOI: 10.6084/m9.figshare.6449576.v1
title: Duplicated genomic regions

description: Description of the genomic regions that present duplicated genes and no proper read support.
DOI: 10.17632/5yx2kt56c7
title: Data for: Methodology for ultrasonic inspection of dispersion type U-Mo fuel plates

description: UT data and mathematical processing of data
DOI: 10.6084/m9.figshare.16936924.v1
title: Source Data.xlsx

description: Microbial populations are a promising model for achieving microbial cooperation to produce valuable chemicals. However, regulating the phenotypic structure of microbial populations remains challenging. In this study, a programmed lysis system (PLS) is developed to reprogram microbial cooperation to enhance chemical production. First, a colicin M -based lysis unit is constructed to lyse <i>Escherichia coli</i>. Next, a programmed switch, based on proteases, is designed to regulate the effective lysis unit time. Finally, a PLS is constructed for chemical production by combining the lysis unit with a programmed switch. As a result, poly (lactate-<i>co</i>-3-hydroxybutyrate) production is switched from PLH synthesis to PLH release, and the content of free PLH is increased 283%. Furthermore, butyrate production with <i>E. coli</i> consortia is switched from <i>E. coli </i>BUT003 to <i>E. coli</i> BUT004, thereby increasing butyrate production to 41.61 g/L. These results indicate the applicability of engineered microbial populations for improving the metabolic division of labor to increase the efficiency of microbial cell factories.<br>
DOI: 10.17632/gkzrhyc6tj
title: SONOBIRDIE Trial

description: Minimising perioperative vascular complications after carotid endarterectomy is essential for its safe use.
We hypothesised that activation of the fibrinolytic system and a direct mechanical effect on flowing thrombi in intracranial arteries by use of sonolysis during carotid endarterectomy could reduce the risk of cerebrovascular events, such as ischaemic stroke, transient ischaemic attack, and silent brain infarction. We did a randomised controlled clinical trial to evaluate the effectiveness and safety of sonolysis during carotid endarterectomy.
The Sonolysis in Prevention of Brain Infarctions During Internal Carotid Endarterectomy (SONOBIRDIE) trial is a randomised, double blind, sham controlled study designed to demonstrate the safety and effectiveness of sonolysis. 
The primary endpoint was a composite incidence of ischaemic stroke, transient ischaemic attack, and death over the course of 30 days after randomisation. Secondary efficacy endpoints included occurrence of any stroke within 30 days (including ischaemic stroke, intracerebral haemorrhage, subarachnoid haemorrhage, and unspecified stroke), myocardial infarction within 30 days, death within 30 days, and death within one year.
Endpoints of the magnetic resonance imaging substudy were appearance of at least one new ischaemic lesion on a post-procedural brain scan, number of new ischaemic lesions on a post-procedural brain scan, appearance of at least one new ischaemic lesion ≥0.5 mL in volume on post-procedural diffusion weighted brain imaging, and appearance of at least one new ipsilateral ischaemic lesion on post-procedural diffusion weighted brain imaging. All endpoints of the magnetic resonance imaging substudy were assessed 24 hours (within four hours either side) after carotid endarterectomy.
Safety endpoints included adverse events, serious adverse events, and incidence of haemorrhagic stroke, including subarachnoid haemorrhage, within 30 days after carotid endarterectomy and incidence of intracranial bleeding (including brain microbleeds) on a control T2* weighted gradient recalled echo sequence in the magnetic resonance imaging substudy.
A total of 1004 patients from 16 centres in three European countries were enrolled between 20 AUG 2015 and 14 OCT 2020 until interim analysis in the randomised phase of the trial. Members of the DSMB evaluated the interim analysis results for the first 1000 enrolled patients and unanimously recommended stopping the SONOBIRDIE trial early owing to clear evidence of efficacy. 
The SONOBIRDIE trial showed that periprocedural sonolysis during carotid endarterectomy significantly reduced the risk of ischaemic stroke, transient ischaemic attack, and new brain infarction detected using magnetic resonance imaging of the brain, with no increase in the risk of any adverse events.
The dataset includes ID data of patients and centers, data from initial (screening/randomization) visit, surgery data, data from visitafter 24 h, 30 d, and 1 year.
DOI: 10.17632/xp9cwv6mpb
title: Data for: Plasmonic Nanoparticle-based Epoxy Photocuring

description: Contents Appendix A. Electromagnetic simulations Appendix B. Heat Transfer simulations Appendix C. Influence of parameters Appendix D. Aluminum nanoparticles: practicality and stacking effects Appendix E. Bond strength with no nanoparticles References
DOI: 10.6084/m9.figshare.5753049.v3
title: Figure 2.csv

description: Data for Figure 2 of Raymond and Hamilton to LOL<br>The alkalinity data are provided by the New Orleans water treatment facilities (Carrollton Street Sewage and Water Engineering Plant in New Orleans LA and the Algiers Water Treatment Plant in Algiers, LA). The data prior to 2005 are presented and explained in Raymond et al. 2008. The newer data are publicly available. The discharge reconstruction for annual discharge prior to 2005 are also presented in Raymond et al. 2008 and are publicly available. For this study the monthly Mississippi River Basin flow was summed from the USGS stations “Mississippi River at Tarbert Landing” and “Old River Outflow” for the water years 1967-2015. It was found that for the period of 1968-1990 the Raymond et al. 2008 paper underestimated discharge by 3%, and these years were adjusted. For years prior to 1968 data from Raymond et al. were used. <br><br>Raymond, P. A., N. H. Oh, R. E. Turner, and W. Broussard. 2008. Anthropogenically enhanced fluxes of water and carbon from the Mississippi River. Nature 451: 449-452.<br>
DOI: 10.17632/2yjwrft6nr
title: Household water consumption dataset

description: The experimental setup was installed in a house with a Solar water heater (capacity 300 Liters) that gets filled every midnight at 12.00 onwards from Tank 1. Hence, the level changes logged for Tank 1 during the hours 00.00 to 03.00 am are high. During the rest of the day, the consumption is that of a regular household. The household has four adult occupants, with three occupants leaving the house by 10.00 am every weekday and returning by 4.00 pm. Tank 1 is used for supplying all household needs. Tank 2 is used only for gardening purposes. The house chosen for the experiment has two tanks. Sump is underground, from which the water is pumped to the overhead tanks Tank 1 and Tank 2. An Ultrasonic distance sensor is mounted near the top of each tank that monitors and logs the distance of the water surface from the sensor at fixed intervals. There are 13 sets of data for Tank 1 and 16 sets of data for Tank 2. The description reg. these datasets are given in Tank 1-Data Description.xlsx and Tank 2-Data Description.xlsx, respectively. The data logged is the vertical distance of the water surface in the tank from the sensor's location. The minimum reading of sensor is 19 cm which indicates full tank and the maximum reading is 88cm which indicates an empty tank. So to calculate the percentage of tank that has been filled as of now, we use the formula: percent_full=100-(100*(data-19)/(88-19))) The data is logged once very 15 seconds. The data logged is the one adjusted with calibration equation. Hence, the logged value is: level(t)=p1*sensor_reading(t)+p2 The equation found using OLS regression. Sensor calibration results: f(x) = p1*x + p2 Coefficients (with 95% confidence bounds): p1 = 1.033 (1.024, 1.042) p2 = 1.187 (0.7033, 1.67) Goodness of fit: SSE: 7.109 R-square: 0.9995 Adjusted R-square: 0.9995 RMSE: 0.4951
DOI: 10.17632/7zfgy8zswr
title: Quantifying CO2 and non-CO2 contributions to climate change under the adaptive emission scenarios

description: Outputs from climate models (FaIR, HadCM3-FaIR, CLIMBER-X-FaIR), which are used to draw main and supplementary figures in the manuscript.
DOI: 10.17632/kc9frpgfvs
title: Tools and Data sets for 'An Integrated Extreme Rainfall Modeling Tool (SDExtreme) for Climate Change Impacts and Adaptation'

description: Tools (GUI and MATLAB codes) and data set for 'An Integrated Extreme Rainfall Modeling Tool (SDExtreme) for Climate Change Impacts and Adaptation'
Historical at-site AMP series at the three stations (Ottawa, St. Hubert, and Toronto) for the period of 1961-1990 were obtained from Canadian Weather Energy and Engineering Datasets. Installation of SDExtreme using a setup.exe in a directory (SDExtreme_Software Installation) can be done.
DOI: 10.6084/m9.figshare.11925351.v1
title: Test

description: test
DOI: 10.6084/m9.figshare.21136705.v1
title: ALS HiSeq Classification Dataset

description: HiSeq ALS Cohort feature set used for classification
DOI: 10.6084/m9.figshare.3562722.v1
title: Appendix A. Fine root biomass in surface soils for 0–1 mm roots and 1–2 mm roots without or with the addition of K, without or with the addition of N and P, and without or with the addition of NPK.

description: Fine root biomass in surface soils for 0–1 mm roots and 1–2 mm roots without or with the addition of K, without or with the addition of N and P, and without or with the addition of NPK.
DOI: 10.17632/sjzmf62yxx
title: Enhancing SME Performance

description: Raw Data
DOI: 10.17632/stcztggnnp
title: Seattle ALS Patient Profile Database (SALSPPD)

description: The Seattle Amyotrophic Lateral Sclerosis (ALS) Patient Profile Database is a rich longitudinal dataset of ALS patients (n = 143) and their partners (spouses, significant others, or caregivers; n = 123) from clinics in Seattle, WA; San Francisco, CA; and Philadelphia, PA. The purpose of the study was to characterize the psychosocial and physical natural history of ALS and the interactions between them. Participants were interviewed in their homes every 3 months for up to 18 months between March 1987 and August 1989. Follow-up phone calls were completed in 1990, 1994, and 2008, primarily to ascertain patient outcomes.

See ReadMe file for information on usage of the database.

Data include information on both exposures and outcomes. See Data Dictionary for full listing.

Domain Contents Examples
ALS ALS Severity Scale Scores lower extremities, upper extremities
BHX Behavioral History alcohol and tobacco use
COG Social Cognition attitudes, beliefs, personality from informant
DDV Disease Devices feeding tube, respirator
DEM Demographics age, education
DHX Disease History symptom onsets, forced vital capacity
DTX Disease Treatments providers, treatments
FAM Family Structure marital status, number of children
FHX Family History neurological diseases, cancer, CVD
MHX Medical History infections, hospitalizations, surgeries
OUT Outcomes vital status
PPF Psychiatric and 
 Psychological Functions appraisals, coping
PSY Psychological Health anger, depression, body appraisal
SRA Social Role Activity hours in different activities, social roles
SSP Social Support support group attendance, social support
STU Study Variables completion, time to visits, study site
DOI: 10.26188/23206445.v3
title: Wearable Seizure Forecasting Pilot

description: Mobile app and wearable smartwatch data<br>If you use this data please cite:Wenjuan Xiong, Rachel E. Stirling, Daniel E. Payne, Ewan S. Nurse, Tatiana Kameneva, Mark J. Cook, Pedro F. Viana, Mark P. Richardson, Benjamin H. Brinkmann, Dean R. Freestone & Philippa J. Karoly "Forecasting seizure likelihood from cycles of self-reported events and heart rate: a prospective pilot study" (2023) https://doi.org/10.1016/j.ebiom.2023.104656
DOI: 10.6084/m9.figshare.22040333.v1
title: Test data.xlsx

description: the data of the paper " <strong>Experimental Study on Freezing Characteristics and Mechanism of Water Repellent Clay </strong>" by Xiang Gao
DOI: 10.6084/m9.figshare.24461536.v1
title: burgers.npz

description: burgers.npz
DOI: 10.6084/m9.figshare.24586407.v1
title: Water and Sediment Flux through Sections

description: This is the modeled suspended sediment concentration, U and V along the section across the Bohai Strait, Bohai Bay, Laizhou Bay and Liaodong Bay. These data are from MIKE3 model.
DOI: 10.6084/m9.figshare.25610388.v1
title: Chromosome-scale genome assembly of Phyllanthus emblica L. "Yingyu"

description: Phyllanthus emblica L. is an edible plant with medicinal properties native to the dry-hot valley of Yunnan, China. Here, we report a de novo chromosome-scale genome of P. emblica wild type “Yingyu”. “Yingyu” is an octopoid plant with a total of 104 chromosomes. In total, we assembled and clustered 480 Mb of the genome and constructed 26 pseudochromosomes (haplotypes) of P. emblica wild type “Yingyu” that encompass 97.9% of the genome and demonstrate to have relatively high integrity. We annotated 31,111 genes found in the genome of P. emblica. We screened five different tissues for searching the tissue-specific expression candidate genes. Four unknown function candidate genes were expressed at high levels in the flowers while genes relating to the biosynthesis of gibberellins and cellulose were specifically expressed in the fruits. The ascorbate biosynthesis related genes were screened on P. emblica “Yingyu” genome. The high expression level of two GDP-mannose epimerases and one L-galactono-1,4- lactone dehydrogenases in the fruit may be related to the active of absorbate biosynthesis in the fruit. The chromosome-level genomic data for P. emblica we report will be important for the development of molecular markers to facilitate the selection of superior cultivars for the processing and pharmaceuticals.
DOI: 10.6084/m9.figshare.28903232.v1
title: Ultrasonographic parameters data

description: To establish normal intervals for ultrasonographic measurements of cardiac indices and abdominal viscera in growing Arabian foals from birth to one year of age.<b> </b>Ultrasonographic images were captured from 15 foals every 3 months from one week to one year of age. During each examination, at least three images were obtained for each location and measurements were obtained using standardised ultrasonographic approaches. Reference intervals were established for 11 indices of abdominal viscera (left and right kidney length, width and cortical thickness; left and right caudal aorta diameter, caecal wall thickness and vasculature diameter; and stomach wall thickness) and 11 cardiac indices (pulmonary artery diameter at end-diastole, aortic diameter at end-diastole, left atrial diameter at end-diastole, right ventricular internal diameter at end-diastole, interventricular septal thickness at end-diastole, interventricular septal thickness at peak-systole, left ventricular internal diameter at end-diastole, left ventricular internal diameter at peak-systole, left ventricular free wall thickness at end-diastole, left ventricular free wall thickness at peak-systole and fractional shortening).<b> </b>All abdominal structures grew in size from the first week of life up to one year of age. All cardiac variables, except for interventricular septal thickness at end-diastole and fractional shortening, increased with age up to 1 year. No sex differences were detected.
DOI: 10.6084/m9.figshare.6818684.v1
title: Experiment 5F-SubjectC-151204-5St-SGLHand

description: Experiment in which subject performed motor imagery of a single hand's 5 finger motions, recorded using standard sampling rate setting of 200 Hz.
DOI: 10.17632/84hmnv4285
title: Downside protection - Sortino Ratio

description: This code generates sample data for portfolio returns and calculates various risk measures and ratios commonly used in financial analysis. Let's break down each component:

Portfolio Returns: Synthetic portfolio returns data is generated using the normal distribution with a mean of 0.08 and a standard deviation of 0.15 for 100 time periods.
Risk-Adjusted Returns (Sharpe Ratio): The Sharpe Ratio is calculated as the ratio of the excess return of the portfolio over the risk-free rate to the standard deviation of the portfolio returns.
Portfolio Volatility: The standard deviation of the portfolio returns is calculated, representing the volatility of the portfolio.
Maximum Drawdown (MDD): The maximum drawdown is computed as the maximum loss from a peak value to a trough value during a specific time period.
Downside Protection (Sortino Ratio): The Sortino Ratio is similar to the Sharpe Ratio but focuses on downside risk, using only negative returns in the denominator.
Visualization: The results are visualized using matplotlib. Four subplots are created:
Portfolio Returns over time
Drawdown over time
Histogram of Portfolio Returns
Cumulative Returns over time
Each subplot provides insights into different aspects of the portfolio's performance and risk characteristics.

Overall, this code provides a comprehensive analysis of portfolio risk and return metrics, along with visualizations to aid in understanding and interpretation.
DOI: 10.17632/nmxsnx4z64
title: COVID-19 cases by province in Vietnam 27.04.2021-29.07.2021

description: COVID-19 total cases by province in Vietnam 27.04.2021-29.07.2021 COVID-19 new cases by province in Vietnam 27.04.2021-29.07.2021
DOI: 10.17632/x7h23bvdbr
title: Exploration of factors influencing nurses' preparedness and response to the COVID-19 outbreak

description: Coded raw data describing nurses' experience during the COVID-19 outbreak in Singapore
DOI: 10.17632/zwz6hb9k7m
title: How Infrastructure Shapes Comparative Advantage - Replication files

description: Files to replicate the results, tables, maps and figures for the paper "How Infrastructure Shapes Comparative Advantage" published in the Journal of International Economics
DOI: 10.6084/m9.figshare.12084045.v1
title: Self-Esteem & Appearance Comparisons Dataset.sav

description: This data has been uploaded to allow other researchers to confirm the findings/results presented in a research paper that is soon to be submitted for peer review.
DOI: 10.6084/m9.figshare.27996137.v2
title: <i>Obscuromonas eliasi</i> predicted proteins

description: Protein-coding genes of <i>Obscuromonas</i> spp. were predicted and annotated by Companion Protozoa v1.0.2 (Steinbiss et al. 2016). Predicted proteins shorter than 30 aa were removed from the datasets.
DOI: 10.6084/m9.figshare.29043899.v1
title: CSP data

description: This zip file contains crystal structure prediction data of random-CSP and ML-CSP.
DOI: 10.6084/m9.figshare.7290956.v1
title: Detection and analysis of genome-wide copy number variation in the pig genome using an 80K SNP Beadchip

description: This "Raw data for LRR and BAF.txt" contains the 1199 individuals of total signal intensity (LRR) and B Allele frequency (BAF) data in this study.<br>
DOI: 10.17632/dwshrswwcj
title: Cancer Dataset

description: Breast Cancer Wisconsin Diagnostic and Prognostic Datasets:
DOI: 10.17632/hyr5dsngpg
title: Data for: Distribution of recent Foraminifera as depositional indicators in Yongle Atoll, Xisha Islands, South China Sea
DOI: 10.6084/m9.figshare.19131281.v1
title: Evaluating Balance Tasks using fNIRS

description: The raw data of this study was obtained from continuous wave fNIRS system (tandem NIRSPORT 2 fNIRS system, from NIRx Medical Technologies, LLC). All of the files obtained by this instrument in this study are fully available without any restriction. Following are the organization of the data:1) Group 1 folder shows the data obtained during action observation experiment for 13 subjects. 2) Group 2 folder shows the data obtained during action observation and motor imagery experiment for 13 subjects. 3) Group 3 folder shows the data obtained during motor imagery experiment for 13 subjects.
DOI: 10.6084/m9.figshare.9957209.v1
title: Methylene blue adsorption in Pinus elliottii (pine) and Drepanostachyum falcatum (bamboo) sawdust

description: ABSTRACT Kinetics, equilibrium and thermodynamic adsorption parameters were investigated for the adsorption of the methylene blue dye (MB) by means of the biosorbents Pinus elliottii (pinus) and Drepanostachyum falcatum (bamboo). The adsorption kinetics were described more precisely by the pseudo-second order model; the monocomponent equilibrium’s data were better represented by the Langmuir isotherm for the three temperatures studied (15, 25 and 35°C) and the thermodynamic parameters showed the adsorption process is exothermic, of a chemical nature and not spontaneous. The maximum adsorptive capacity of pinus was 47 mg L-1 and 38 mg L-1 bamboo for adsorption tests performed with MB (100 mg L-1 at 35°C). Finally, the biosorbents were considered promising for the adsorbate MB removal in aqueous matrix under pH value close to neutrality (6.5).
DOI: 10.17632/k6jcy7cjs2
title: Raw dataset with accelerometer, magnetometer and gyroscope data related to Ten Meter Walk Test in Center of Portugal

description: This dataset consists in 208 captures related to accelerometer, magnetometer and gyroscope data during the performance of Ten Meter Walk Test in center of Portugal.
DOI: 10.17632/pmd7xs6cg4
title: An accelerated kinetic leach test for geochemical and environmental characterisation of acid and metalliferous drainage

description: This study developed a new accelerated kinetic tests to assess the acid and metalliferous drainage (AMD) potential of six legacy mine waste samples from Tasmania, Australia. The new test seeks to eliminate the uncertainty associated with geochemical static tests and provide a shorter and cheaper alternative to conventional kinetic tests that is applicable to a large number of samples onsite or in a laboratory. The dataset is as follows:
1. Particle size distribution of crushed Spray, Dundas, Site X, Endurance and Mt Lyell mine waste samples and "as received" Zeehan smelter tailings. 
2. Mineralogy per size fraction for Spray, Dundas, Zeehan smelter, Site X, Endurance and Mt Lyell mine waste samples. The mineralogy was used to evaluate the theoretical AMD potential of the mine waste samples, which was compared to the acid-base accounting results. 
3. pH and electrical conductivity profiles of leachates generated by Spray, Dundas, Zeehan smelter, Site X, Endurance and Mt Lyell mine waste samples over 100 days. The profiles show the lag phase and onset of acid-generation after day 10.
4. Chemistry of leachates generated by Spray, Dundas, Zeehan smelter, Site X, Endurance and Mt Lyell mine waste samples on days 1, 5, 10, 26, 50 and 100. Some PTEs including Al, As, Cr, Cd, Pb, and Zn exceeded the environmentally acceptable concentrations specified for freshwater in Australia, thus the mine waste samples pose moderate to extreme risk based on water hazard indices.
DOI: 10.17632/zy87gs7bg2
title: International Journal of Business and Social Science Research (IJBSSR)

description: The International Journal of Business and Social Science Research (IJBSSR) is a double-blind, peer-reviewed scholarly journal devoted to exchanging the academic researchers and professional findings on all aspects of business, economics, and social science. This is an open access journal publishes monthly on the premise that there is a rising need to more proficiently manage and distribute scholastic concepts and research results in the academic and professional community without undue delay generally encountered in the journal editing process. The journal is operated by a globally oriented editorial board.
DOI: 10.6084/m9.figshare.25009520.v1
title: data.zip

description: This data represents the calculated data used in the article