cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21786636.v1
title: Adulteration in roasted coffee: a comprehensive systematic review of analytical detection approaches

description: The presence of impurities in roasted ground coffee interferes with its quality. This Systematic Literature Review (SLR) aimed to identify and evaluate the different types of analytical techniques published in the last 20 years for the detection of adulterants in roasted coffee. The SLR was performed on StArt software in three stages: Planning, Executing, and Summarization. Eighty-three studies were selected for this review. The type of coffee most frequently studied was roasted ground coffee and <i>Coffea arabica</i>, while among the adulterants, <i>Coffea canephora</i>, coffee wastes, and corn. There was a trend toward applications of chromatographic, spectroscopic, and multi-adulterant techniques. Suitable techniques to detect/quantify adulterations in coffee and particularly as multi-detection approaches are crucial to improve coffee quality worldwide.
DOI: 10.6084/m9.figshare.21936882.v1
title: Reference list.xlsx

description: Reference list for systematic literature review
DOI: 10.17632/3cvckr73y9
title: Hepatoprotective activity of Berberis aristata bark extracts against Cyclophosphamide induced hepatic damage in albino rats 

description: These data set contains data of 54 Male Wistar albino have weight between 150-250 gm. These data set reports the hepatoprotective properties through  of In-vivo estimation. Data contains numerical as well as imagery data set in favor of potential hepatoprotective activity of bark of plant of Berberis aristata against Cyclophosphamide (CP) induced hepatotoxicity in albino rat.
DOI: 10.17632/tvt8zm37w5
title: Basal cytokine secretion in human breast cancer cells and non-carcinogenic breast epithelial cells – 41-cytokine MILLIPLEX assay data

description: Human breast cancer cells (MDA-MB-231, MCF-7, T-47D, and BT-474) and non-carcinogenic breast epithelial (MCF-10A) cells were grown for 24 and 48 hours in 1 ml of serum-free medium. Using MILIPLEX assay kit (MilliporeSigma, Cat. # HCYTOMAG-60K), we measured the levels of the following cytokines in cell culture conditioned medium: EGF, FGF-2, TGFα, PDGF-AA, PDGF-AB/BB, TNFα, TNFβ, IFN-α2, IFN-γ, CCL2, CCL3, CCL4, CCL5, CCL7, CCL11, CCL22, CXCL1, CXCL10, CX3CL1, IL-1α, IL-1β, IL-2, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12p40, IL-12p70, IL-13, IL-15, IL-17A, IL-1RA, G-CSF, GM-CSF, FLT3L, sCD40L, VEGF-A.
DOI: 10.17632/xts7pgwgfr
title: Data for: Comparing Dynamic Multisector Models

description: 1) Input-output data for U.S industrial sectors 1997 2) Industrial production data U.S 1972-2008
DOI: 10.6084/m9.figshare.12552467.v1
title: Additional file 4 of Efficient CRISPR/Cas9 genome editing in a salmonid fish cell line using a lentivirus delivery system

description: Additional file 4 Table S1. Predicted Off-target sites. List of all predicted off-targets from CRISPOR website for 354 bp in RIG-I exon 2 (Tab1). The selected gRNA is labeled 224 forw and the list of off-targets can be found lines 2127–2240. Tab2 summarises the predicted off-targets for gRNA 224 forw. The sum of the two off-target scores (MIT and CDF) were calculated to rank the results. The 2 targets selected are highlighted.
DOI: 10.6084/m9.figshare.22047695.v1
title: Metabarcoding of ichthyoplankton communities associated with a highly dynamic shelf region of the southwest Indian Ocean

description: Drifting fish eggs and larvae (ichthyoplankton) can be identified to species using DNA metabarcoding, allowing for community analyses at a high taxonomic resolution. We undertook a regional-scale study of ichthyoplankton distribution along the east coast of South Africa, focused on narrow shelf and sheltered bight habitats in the contrasting environments of the tropical Delagoa and subtropical Natal ecoregions. Zooplankton samples were collected with tow nets at discrete stations along cross-shelf transects (20–200 m depth) spaced along a latitudinal gradient that incorporates a known biogeographical boundary. Metabarcoding detected 67 fish species, of which 64 matched prior distribution records of fishes from South Africa, with the remaining three known from the western Indian Ocean. Detections included fish species classified as coastal, neritic, and oceanic, with adult habitats ranging from epi- and mesopelagic to benthopelagic and benthic. By family, Myctophidae (10 species), Carangidae, Clupeidae, Labridae (each with 4 species) and Haemulidae (3 species) were most speciose. Ichthyoplankton community composition varied significantly with latitude, distance to coast, distance to the shelf edge and transect. Small pelagic fishes had the highest frequency of occurrence: <em>Engraulis capensis, Emmelichthys nitidus </em>and <em>Benthosema pterotum</em> increased in frequency towards the north, whereas <em>Etrumeus whiteheadi </em>increased towards the south. Chub mackerel <em>Scomber japonicus</em> accounted for most variability related to distance from the coast, whilst African scad <em>Trachurus delagoa </em>showed relatively strong correlation with distance to the shelf edge. Dissimilarity between communities in the Delagoa and Natal ecoregions was 98-100%, whereas neighbouring transects located within the sheltered KwaZulu-Natal Bight had lower dissimilarity (56-86%). Onshore transport of ichthyoplankton by intrusions of south-flowing Agulhas Current water may explain the large proportion of oceanic species collected over the shelf. The value of metabarcoding as a tool to facilitate marine ecological studies at a high taxonomic resolution is discussed.
DOI: 10.6084/m9.figshare.3546885.v1
title: Appendix A. An explanation of simulation methods.

description: An explanation of simulation methods.
DOI: 10.6084/m9.figshare.c.3790957_d2.v1
title: Additional file 2: Table S1. of Calretinin as a blood-based biomarker for mesothelioma

description: Dataset of the entire study population. The dataset lists histology (cases), pathologic changes (controls), age range, storage time of samples as well as measured concentrations of calretinin and mesothelin of individuals from all three study groups. (XLS 98 kb)
DOI: 10.17632/sd554hbbjb
title: Efficacy and safety of the oral Janus kinase inhibitor baricitinib in the treatment of adults with alopecia areata: Phase 2 results from a randomized controlled study - Supplement

description: Supplemental material for manuscript published in the Journal for the American Academy of Dermatology. https://doi.org/10.1016/j.jaad.2021.05.050
DOI: 10.6084/m9.figshare.23563728.v1
title: Data file for the kind reviewers about the constant congruence speed of the tetration base "a".

description: Calculating some critical values of the constant congruence speed of tetration in radix-10 in order to help reviewers to follow some original results stated in the paper entitled "The congruence speed formula" (2021).
DOI: 10.6084/m9.figshare.5936647.v1
title: Geometry

description: This is the data needed to display OpenSim models
DOI: 10.6084/m9.figshare.21063061.v1
title: Supplementary Material for: Stromal Vascular Fraction Reverses the Age-Related Impairment in Revascularization following Injury

description: Adipose-derived stromal vascular fraction (SVF) has emerged as a potential regenerative therapy, but few studies utilize SVF in a setting of advanced age. Additionally, the specific cell population in SVF providing therapeutic benefit is unknown. We hypothesized that aging would alter the composition of cell populations present in SVF and its ability to promote angiogenesis following injury, a mechanism that is T cell-mediated. SVF isolated from young and old Fischer 344 rats was examined with flow cytometry for cell composition. Mesenteric windows from old rats were isolated following exteriorization-induced (EI) hypoxic injury and intravenous injection of one of four cell therapies: (1) SVF from young or (2) old donors, (3) SVF from old donors depleted of or (4) enriched for T cells. Advancing age increased the SVF T-cell population but reduced revascularization following injury. Both young and aged SVF incorporated throughout the host mesenteric microvessels, but only young SVF significantly increased vascular area following EI. This study highlights the effect of donor age on SVF angiogenic efficacy and demonstrates how the ex vivo mesenteric-window model can be used in conjunction with SVF therapy to investigate its contribution to angiogenesis.
DOI: 10.6084/m9.figshare.12611822.v1
title: The association between circulating 25-hydroxyvitamin D metabolites and type 2 diabetes in European populations: a meta-analysis and Mendelian randomisation analysis

description: GWAS summary statistics for blood total 25(OH)D, 25(OH)D3 and c3-epi-25(OH)D3
DOI: 10.17632/2hb9bv6g2x
title: Examining the Digital Marketing Techniques Affect for The Purchase Intention- Raw Data.

description: The Data is about the Raw Answer from the respondents of the article with the title: Examining the Digital Marketing Techniques Affect for The Purchase Intention
DOI: 10.17632/rrf2dyhc3f
title: Twitter Media Online Prostitution Monitoring Dataset in Indonesia

description: This data is from monitoring conversations about online prostitution carried out by Twitter social media users in Indonesia over a certain period. The research results illustrate that online prostitution is dangerous for people participating in these activities. This dataset includes several data: the number of Twitter social media users who talk about online prostitution, the extent of online prostitution in Indonesia, Twitter user engagement, top tweets, top influencers, sentiment, and communication networks between Twitter users. Downloading data on Twitter regarding online prostitution conversations in Indonesia was carried out using NodeXL Software from 14/08/2023 to 21/08/2023 at 00.00.00 WIB with the keywords #availjakarta #availsurabaya #availmedan #availmakasar #availbandung #availjogja. The data collected is filtered and processed in tables, graphs, diagrams, and communication networks between Twitetr social media users. This data set is helpful for policymakers dealing with online prostitution via social media in Indonesia.
DOI: 10.6084/m9.figshare.24559633.v3
title: The grain size, Sr-Nd-Hf isotopes and rare earthe elements data used for manuscript "Sediment provenance and climate-driven erosion-transportation of the Zambezi River basin during the late Pleistocene "

description: The grain size parameters of 64 samples and Sr-Nd-Hf isotopes and rare earth elements of 68 samples in IODP Site U1477 from the offshore Zambezi mouth.
DOI: 10.6084/m9.figshare.28892552.v2
title: Disconnected Care: Digital Exclusion and the NHS

description: This zine is about the design injustice of the digitalization of healthcare and the consequences it has for marginalized groups.
DOI: 10.17632/gxk2c45xb7
title: Synthetic Database of Space Objects Encounter Events Subject to Epistemic Uncertainty

description: Six datasets are presented. Database_System1.csv and Database_System2.csv include samples of space object close encounters subject to epistemic uncertainty on the relative position. Plausibility_System1.txt and Belief_System1.txt include the values of the Cumulative Plausibility and Belief Curves (CPC and CBC, respectively) of each sample included in Database_System1.csv. Plausibility_System2.txt and Belief_System2.txt contain the value of the CPC and CBC of each sample included in Database_System2.csv. All of them are synthetic databases created using computer simulation to obtain the results presented in: "Sanchez and Vasile, On the Use of Machine Learning and Evidence Theory to Improve Collision Risk Management, Acta Astronautica, Special Issue for ICSSA2020, In Press". Database_System1.csv database is constituted by 9,000 samples and 45 columns and a header, while Database_System2.csv is formed by 28,800 samples and 45 columns and a header. These databases come from a set of, respectively, 5 and 14 different families of encounter geometries defined by the range of values that can be assigned to the bounds of the intervals for the uncertain variables, assumed to be provided by two sources of information. The uncertain variables are considered to be affected by epistemic uncertainty. These uncertain variables are the upper and lower bounds of the interval for the components of the miss distance, [µx, µy], on the impact plane (B plane), the standard deviation of the relative position of the objects projected on the B plane, [σx, σy], and the Hard Body Radius of the combined objects, HBR. The dataset is completed with Collision Risk Management related parameters, like miss distance and covariance matrix of the uncertain ellipse projected on the B plane enclosing all samples defined by the intervals of the uncertain variables, the Probability of Collision (Pc) of this ellipse or the elapsed time to the Time of Closest Approach (TCA), with Evidence Theory related parameters, like Belief (Bel) and Plausibility (Pl) of certain values of Pc, and the class of the event according to the classification detailed in [1]. Plausibility_System1.txt and Belief_System1.txt are constituted by 34 columns and 9,000 rows containing the Pl and Bel for Pc values and the corresponding Probabilities of Collision necessary to build the CPC and CBC of the events in Database_System1.csv, while Plausibility_System2.txt and Belief_System2.txt are constituted by 34 columns and 28,800 rows containing the Pl and Bel for Pc values and the corresponding Probabilities of Collision values necessary to build the CPC and CBC of the events in Database_System2.csv. These databases have a potential usage by the Machine Learning community interested in Space Traffic Management as well as for the space community, as space operators interested on introduce epistemic uncertainty on collision risk assessment. They contribute to building a scarce field like the databases of encounter events.
DOI: 10.6084/m9.figshare.1502752.v1
title: Python vs. Ebola

description: Presentation given at the August 5th DC Python Meetup
DOI: 10.6084/m9.figshare.26206793.v1
title: Interview Script - Challenges and best pratices in smart home developing.

description: Interview Script - Challenges and best pratices in smart home developing.
DOI: 10.6084/m9.figshare.28074998.v1
title: Mexico's High Resolution Climate Database (MexHiResClim): yearly data (precipitation, minimum, average and maximum temperature).

description: This dataset contains yearly gridded information of precipitation, minimum, average and maximum precipitation for Mexico at a spatial resolution of 600 metres for the 1951-2020 period. This gridded dataset is georeferenced and provided in geographic coordinates (resolution 20 arc sec).Files:Yearly Precipitation: yearprecip_1951_2020.zip Yearly Maximum Temperature: year_tmax_1951_2020.zipYearly Minimum Temperature: year_tmin_1951_2020.zipYearly Average Temperature: year_tavg_1951_2020.zip<br>
DOI: 10.17632/xtfztj98tw
title: Dataset related to Lower limb movement in 10 Meter Walk Test

description: This dataset captures detailed lower limb movement data during a 10-meter walk test, which is useful for gait and mobility analysis. The data is collected using two tilebox sensors, strategically positioned to capture a comprehensive set of motion parameters.

Each sensor records the following types of data:

Accelerometer Data: Measures linear acceleration, providing insights into the speed and direction of leg movements.
Gyroscope Data: Captures angular velocity, aiding in the analysis of limb rotation and stability during walking.
Magnetometer Data: Records magnetic field data, useful for determining the orientation and heading of the sensors relative to the Earth's magnetic field.
Temperature Data: Monitors ambient or sensor temperature, which can impact sensor performance or provide environmental context.

The dataset also includes a YAML file containing demographic and lifestyle information for each participant, which provides critical context for data interpretation. The YAML file details include:

Demographic Information: Gender, age, weight, height.
Physical Activity: Frequency, duration, and type of exercise (e.g., walking).
Diet and Nutrition: Dietary habits, portions of fruits or vegetables consumed, daily water intake.
Health Status: Presence of health pathologies (e.g., motor-related issues), smoking status, and current physical state.
Sleep and Energy Levels: Average hours of sleep and perceived energy levels.
Motivation and Participation: Interest in participating in the study.
Mobility Aids: Use of walking aids, if applicable.
DOI: 10.6084/m9.figshare.29135672.v1
title: Employability Skills" Article Findings in 2020-2024

description: Employability Skills" Article Findings in 2020-2024
DOI: 10.17632/9pzm3mbp7w
title: Spatio-Temporal Optical Coherence Tomography provides full thickness imaging of the chorioretinal complex

description: Despite the rapid development of optical imaging methods, high-resolution in vivo imaging with penetration into deeper tissue layers is still a major challenge. Optical
Coherence Tomography (OCT) has been used successfully for non-invasive human retinal volumetric imaging in vivo , advancing the detection, diagnosis, and monitoring of various retinal diseases. However, there are important limitations of volumetric OCT imaging, especially coherent noise and the limited axial range over which high resolution images can be acquired. The limited range prevents simultaneous measurement of the retina and choroid with adequate lateral resolution. In this article, we address these limitations with a technique that we term Spatio- Temporal Optical Coherence Tomography (STOC-T), which uses light with controlled spatial and temporal coherence and advanced signal processing methods. STOC-T enabled the acquisition of high-contrast and high-resolution coronal projection images of the retina and choroid at arbitrary depths.
DOI: 10.17632/gs8nt4c8r8
title: Why did shareholder liability disappear?

description: Replication files for the article 'Why did shareholder liability disappear?'
DOI: 10.6084/m9.figshare.1007637.v1
title: Full Genome Brettanomyces bruxellensis ST05.12/22

description: Enclosed are the assembly (scaffold level) and annotations (CDS and protein level) of a beneficial <em>Brettanomyces bruxellensis</em> strain (ST05.12/22) isolated from a Belgian beer brewery.
DOI: 10.6084/m9.figshare.25316224.v1
title: APE Sourcebook Update_Supplemental Material 1.xlsx

description: This template is used to assess skeletal muscle oxygen consumption with near-infrared spectroscopy. The first tab has a list of instructions used to correct and analyze your own data, while the second tab shows example data.
DOI: 10.6084/m9.figshare.25386832.v1
title: DATA BASE WCS.xlsx

description: To quantify, understand and compare the physical demands by semi-professional football players during different worst-case scenarios.
DOI: 10.6084/m9.figshare.21032425.v1
title: Supplementary Data.csv

description: mangrove carbon density during restoration
DOI: 10.6084/m9.figshare.22082996.v1
title: Genome annotion of Rosa rugosa

description: Rosa rugosa gene function annotation
DOI: 10.6084/m9.figshare.22769345.v4
title: Supplementary material for "The presence and severity of NAFLD are associated with cognitive impairment and hippocampal damage"

description: Supplementary material
DOI: 10.6084/m9.figshare.28174331.v4
title: The codes and data for "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation"

description: A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation<br>This is the implementation for the paper "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation".The framework is Learning-based Computing Framework for Geospatial data(LCF-G).Prediction, ParallelComputation and SampleGeneration.This paper includes three case studies, each corresponding to a folder. Each folder contains four subfolders: data, CIThe <b>data</b> folder contains geospatail data.The <b>CIPrediction</b> folder contains model training code.The <b>ParallelComputation</b> folder contains geographic computation code.The <b>SampleGeneration </b>folder contains code for sample generation.case: Generation of DEM from point cloud datastep 1: Data downloadDataset 1 has been uploaded to the directory <i>1point2dem/data</i>. The other two datasets, <b>Dataset 2</b> and <b>Dataset 3</b>, can be downloaded from the following website:OpenTopography: https://opentopography.org/Below are the steps for downloading <b>Dataset 2</b> and <b>Dataset 3</b>, along with the query parameters:Dataset 2:<b>Visit OpenTopography Website</b>:Go to Dataset 2 Download Link.https://portal.opentopography.org/lidarDataset?opentopoID=OTLAS.112018.2193.1<b>Coordinates & Classification</b>:In the section "1. Coordinates & Classification", select the option <b>"Manually enter selection coordinates"</b>.<b>Set the coordinates as follows</b>: <b>Xmin</b> = 1372495.692761,<b>Ymin</b> = 5076006.86821,<b>Xmax</b> = 1378779.529766,<b>Ymax</b> = 5085586.39531<b>Point Cloud Data Download</b>:
DOI: 10.17632/f6k2mx2tj9
title: HYPIC: A fast hybrid EM PIC-MCC code for ion cyclotron resonance energization in cylindrical coordinate system

description: Ion cyclotron resonance energization (ICRE) such as ion cyclotron resonance heating (ICRH) is widely applied to magnetic confinement fusion and high-power electric propulsion. Since ICRE involves cyclotron resonance processes, a kinetic model is required. Both conventional particle-in-cell (PIC) simulations and solving the Boltzmann equation require enormous computation and memory. The hybrid simulation incorporating of adiabatic electrons and PIC ions provides a viable solution for both a substantial reduction in computation and the inclusion of cyclotron resonance effects. Under the adiabatic electron approximation, we have developed a two-dimensional (r, z) hybrid electromagnetic (EM) PIC-MCC (Monte-Carlo collision) simulation program, named HYPIC. The advantages of HYPIC are the inclusion of ion kinetic effects, electrostatic (ES) and EM effects, and collisional effects of ions and electrons, with a small computation. The HYPIC program is able to fast simulate the antenna-plasma interactions and the ion cyclotron resonance energization and/or ion cyclotron resonance heating processes in linear devices, such as high-power electric propulsion, magnetic mirror, and field-reversed-configuration (FRC), etc.
DOI: 10.17632/r5ytbz6y3f
title: Data for: A sequential assessment of WSD risk factors of shrimp farming in Bangladesh: looking for a sustainable farming system
DOI: 10.17632/w7tv9bxwy3
title: The Pricing of U.S. Treasury Floating Rate Notes

description: Replication material for "The Pricing of U.S. Treasury Floating Rate Notes", published in the Journal of Financial Economics.
DOI: 10.6084/m9.figshare.19333322.v1
title: Figure 5b Data

description: Data for Figure 5b of Nature Electronic Paper
DOI: 10.6084/m9.figshare.20076047.v1
title: Normalized data

description: Normalize data
DOI: 10.6084/m9.figshare.26489884.v2
title: Gen AI data

description: This was a study about the use of Artificial intelligence tools among medical faculty in Uganda.
DOI: 10.6084/m9.figshare.3823185.v1
title: Introduction ecology lab correlating Hair colour to shoe size

description: Hypothesis: There is no correlation between a person's show size and the colour of their hair because a person's shoe size depends on their rate of growth and hair colour depends upon the genes the person receives at birth. <br>Predictions: Shoe size will have no impact on hair colour. <br>Methods: Each person's hair colour was either visually assessed or was asked about. The shoe size was asked to each person. Light brown and dark brown hair colour was generalized as brown.