cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x8chfn6nwt
title: Progressive leaching data of serpentinized mantle rocks from the Troodos Massif and Limassol Forest Complex, Cyprus

description: Data from progressive leaching experiments of serpentinized mantle rocks from the Troodos Massif and Limassol Forest Complex, Cyprus. Data complements submission of manuscript "Multiple episodes of serpentinite alteration revealed by progressive leaching experiments" to Geochimica et Cosmochimica Acta.
DOI: 10.6084/m9.figshare.14036747.v1
title: SAG Hydrodynamics Datasets, Moorea and One Tree

description: This data set contains pressure transducer (PT) and Marotte current meter data from coral reefdeployments in Moorea, French Polynesia and One Tree Island Reef, southern Great Barrier Reef.
DOI: 10.6084/m9.figshare.28171211.v1
title: 新建 Microsoft Excel 工作表.xlsx

description: data test
DOI: 10.17632/h3r6bthfx2
title: The m6A writer KIAA1429 regulates photoaging progression via MFAP4-dependent collagen synthesis. Liu et al.

description: Raw data
DOI: 10.6084/m9.figshare.24039192.v1
title: Zhang et al. Nature Comm Biology "<b>Myeloid cell deficiency of the inflammatory transcription factor Stat4 protects long-term synaptic plasticity from the effects of a high-fat, high-cholesterol diet</b>"

description: Raw data in Excel format files for Zhang et al. Nature Communications Biology paper "<b>Myeloid cell deficiency of the inflammatory transcription factor Stat4 protects long-term synaptic plasticity from the effects of a high-fat, high-cholesterol diet</b>"
DOI: 10.17632/5939yh85bh
title: Data and Code for ``Return predictability with endogenous growth''

description: The code replicates the empirical analysis (folder Empirical) and the simulation from the DSGE model (folder Model) for the paper ``Return predictability with endogenous growth.'' Please see the Readme file for additional information.
DOI: 10.17632/v3w485jnz5
title: Illumina and PacBio DNA sequencing data, de novo assembly and annotation of the genome of Aurantiochytrium limacinum strain CCAP_4062/1

description: - FASTA File containing the genomic sequence of Aurantiochytrium limacinum strain CCAP_4062/1 - Annotation File, GTF Format, containing the structure and the coordinates of the annotated genes - Annotation File, TXT Format, containing the function annotation of the predced genes
DOI: 10.17632/z7ntsw86wh
title: Normative value of core muscle strength using sphygmomanometer in mechanical low back pain : A Cross- Sectional Study

description: Background: 
Core muscles are crucial for ensuring stability and strength in the abdominal, trunk, and lumbopelvic regions. College students often experience lower back pain due to sedentary lifestyles, prolonged computer usage, intense study habits, and incorrect sitting postures. Core stabilization exercises are effective in strengthening deep abdominal muscles using the abdominal drawing-in maneuver (ADIM). A sphygmomanometer is frequently used to evaluate core muscle strength. The mechanical low back pain scale (MLBP) and the straight leg raise test (SLR) are two reliable diagnostic techniques used to determine the severity of mechanical low back pain. 
Aim and objective: 
This study aims to investigate the normative value of core strength in participants with MLBP.
Materials and Methods: 
A total of 116 female participants were recruited based on inclusion and exclusion criteria. The participants had mechanical low back pain and were between 18-25 years of age. A sphygmomanometer was used to check the core muscle strength, three trials of 10 seconds and with one minute of rest required between each trial. It took 5- 8 minutes to obtain the higher pressure reading. The baseline characteristics were calculated using KOLMOGOROV and analyzed data with SPSS software. The median score with interquartile range (IQR) was used to determine the values of core strength.
Results and discussion: 
A normative value of core muscle strength was observed in female participants in the supine position with a median rank of 65.00 with an interquartile range (IQR) of 60.00-70.00 in participants with mechanical low back pain. 
Conclusion: 
The study concluded that the sphygmomanometer is effective for clinical use due to its portability; comfort, cost-effectiveness, and ability to provide accurate measurement of core muscle strength with abdominal drawing-in maneuver technique in participants with mechanical low back pain.
Keywords: 
Sphygmomanometer, core muscle strength, core stability, mechanical low back pain
DOI: 10.6084/m9.figshare.14330321.v1
title: FCS files for the flow cytometry data in Figure 2B

description: Underlying data for the manuscript 'Activation of regulatory T cells triggers specific changes in glycosylation associated with Siglec-1-dependent inflammatory responses'.
DOI: 10.17632/ftdyxrr3c5
title: DronePropA: Motion Trajectories Dataset for Commercial Drones with Defective Propellers

description: This data article introduces a comprehensive dataset composed of motion trajectories and flight logs of 130 experimental indoor flights. The faulty propellers involve three fault types for all trajectories: an edge cut, a crack, and a surface cut. In addition, there are three fault severity levels for each type. The first trajectory is a cross shape, where the drone moves back and forth along the diagonals of a 1x1m square. The second trajectory is square-shaped, with the drone following the four edges of a 1x1m square. In the third trajectory, the drone ascends in increments of 0.2m from an altitude of 0.2m to 0.8m, while in the fourth, it climbs directly from 0.2m to 0.8m. Finally, the fifth trajectory involves a yawing maneuver, with the drone rotating by 45, -45, 90, and -90 degrees. The main experiments are conducted on one drone, covering all nine combinations of fault types and severity levels, as well as the healthy condition, at two maximum translational and yawing speeds respectively: (0.33 m/s, 0.52 rad/s) and (2.00 m/s, 3.14 rad/s). Each healthy case is repeated three times. Additionally, two other drones in healthy condition are tested across all trajectories at the maximum speed of (2.00 m/s, 3.14 rad/s). DronePropA is the first batch of flight tests, and additional batches will be published for outdoor conditions and additional fault types.
DOI: 10.17632/r2b6svy7h7
title: Random_Forest_Predictions_Marine_Litter_West_Med

description: The progressive increaseand seemingly unstoppable accumulation of marine macro-litter on the bottom of the Mediterranean Sea is an urgent problem that needs accurate information and guidance to identify those areas most at risk of accumulation. In the absence of dedicated monitoring programs, an important source of opportunistic data are fishery-independent monitoring campaigns of demersal resources. These data have long been used but not yet extensively. In this paper, MEDiterranean International Trawl Survey (MEDITS) data was supplemented with 18 layers of information related to major environmental (e.g. depth, sea water and wind velocity, sea waves) and anthropogenic (e.g. river inputsimpact of river, shipping lanes, urban areas and ports, fishing effort) forcings that influence seafloor macro-litter distribution. The Random Forest (RF), a machine learning approach, was applied to: i) model the distribution of several litter categories at a high spatial resolution (i.e. 1 km2); ii) identify major accumulation hot spots and their temporal trends. Results indicate that RF is a very effective approach to model the distribution of marine macro-litter and provides a consistent picture of the heterogeneous distribution of different macro-litter categories. The most critical situation in the study area was observed in the north-eastern part of the western basin. In addition, the combined analysis of weight and density data identified a tendency for lighter items to accumulate in areas (such as the northern part of the Tyrrhenian Sea) with more stagnant currents. This approach, based on georeferenced information widely available in public databases, seems a natural candidate to be applied in other basins as a support and complement tool to field monitoring activities and strategies for protection and remediation of the most impacted areas.
DOI: 10.17632/mjrfmvsh7d
title: Cheating Scenario Dataset in Online Exam

description: The following dataset consists of proposed video cheat dataset scenarios with 13 predefined classes. Where the 13 classes are then grouped into 4 categories, namely head pose, lip movements, right eye, left eye, where the right eye and left eye show eye gaze which is included in the scenario of looking to the right, looking to the left, looking up, looked down and looked at the center.
DOI: 10.17632/d9f2gx56nm
title: Data for: Development and characterization of BODIPY-derived tracers for fluorescent labeling of the endoplasmic reticulum

description: Supplementary data
DOI: 10.21954/ou.rd.6449780.v2
title: 2017-2018 Open University RCUK Open Access Return

description: The OU's 2017/18  open access compliance and financial report for RCUK.
DOI: 10.6084/m9.figshare.28027961.v2
title: Politus Dataset: A Political Public Opinion Dataset from Turkish Social Media Processed by Privacy-Preserving Artificial Intelligence Algorithms

description: The Politus Dataset is a large-scale dataset designed to analyze political public opinion in Turkey, created from social media data on X (formerly Twitter) and processed using privacy-preserving artificial intelligence algorithms.
DOI: 10.17632/g2bxh9672n
title: Data for: Environmental impact assessment: The needs of nomadic-pastoral land users with respect to EIA theory, methods and effectiveness: What are they and does EIA address them?

description: Organised in an Excel spreadsheet, this concept matrix (data) includes 156 articles related to environmental impact assessment, land use impact assessment and effectiveness of environmental impact assessment used in literature review on theory, method and effectiveness of environmental impact assessment from the perspective of nomadic-pastoral land users.
DOI: 10.17632/wdck4m69h4
title: Data for: Enhancement of Channel-Flow Convection Heat Transfer using Piezoelectric Fans

description: This dataset includes the experimental and numerical results of the article: Enhancement of Channel-Flow Convection Heat Transfer using Piezoelectric Fans. The dataset specifically contains the processed values of average heat transfer coefficients for Figs. 4, 5, 9, 13.
DOI: 10.6084/m9.figshare.1051834.v1
title: Scipy-0.14.0 builds for Windows 32bit/64bit

description: Scipy-0.14.0 builds for Windows 32bit/64bit. Mingw_w64 build. Linked to OpenBLAS.
DOI: 10.6084/m9.figshare.14080040.v1
title: An analysis of sarcopenia increasing osteopenia risk

description: <br><b><b>Characteristics of the 20 eligible studies</b></b>
DOI: 10.17632/3tw7mzzkyt
title: Data and syntax for 'Why cross-country convergence of income is unsustainable: Evidence from Inclusive Wealth in 140 countries'

description: Dataset provides public data from various sources and codes used for the statistical analyses in the article. None of the data is originally from the author. All data sources are referenced in the main articule.
DOI: 10.17632/db79gdymts
title: Balinese Mask Image Dataset

description: This dataset consists of images of Balinese mask types. The images were collected from September 2024 to January 2025 in the Bali area. There are a total of 4,710 images in this dataset, and each image is annotated and labeled with 13 Mask names: Topeng Dalem Arsa Wijaya, Topeng Bujuh, Topeng Tua, Topeng Keras, Topeng Sidakarya, Topeng Penasar, Topeng Wijil, Topeng Telek, Topeng Jauk Keras, Topeng Jauk Manis, Topeng Barong Bangkung, Topeng Barong Ket, and Topeng Barong Macan. The purpose of creating this dataset is to support the development of computer applications that utilize machine learning and computer vision algorithms.
DOI: 10.17632/rjwnc4zt4p
title: Dataset on Dynamic Testing Techniques of Non-Functional Requirements on Mobile Applications

description: This dataset contains information extracted from the 56 papers which potentially discuss Dynamic Testing Techniques of Non-Functional Requirements on Mobile Applications. From this information, it is possible to identify, evaluate, and collect available relevant research works about non-functional requirements testing on mobile applications. Moreover, such information is helpful to assess: trends, purpose, perspective, tool support, and industry collaboration. 

This dataset contains two main folders: (1) Data Extraction Stage; and (2) Data Analysis Stage. The folder "Data Extraction Stage" contains the spreadsheet with the extracted data from the 56 selected studies and the extraction form (pdf version). On the other hand, the folder "Data Analysis Stage" contains the python and Matlab scripts used to generate the graphs and figures.
DOI: 10.6084/m9.figshare.1542271.v1
title: The Symmetries of Kibble’s Gauge Theory of Gravitational Field, Conservation Laws of Energy-Momentum Tensor Density and the Problems about Origin of Matter Field

description: Based on the analysis of the Kibble gravitational gauge field theory, we studied the Noether theorem for the transformation of the Poincare’ local group in the physics systems, derived the energy-momentum tensor density conservation laws, and proved the equivalence of this conservation laws to the Lorentz and Levi-Civita energy-momentum tensor density conservation laws. Moreover, we discussed the problems about the origin of matter field.
DOI: 10.17632/2k2m9mp932
title: anthropometry and body composition data in Jordanian elderly subjects

description: The Measured anthropometric dimensions for older men and women in Jordan aged 60 to 80 years.
DOI: 10.17632/c9b383g8vj
title: Alternative tobacco products market trend: sales volume, excise duty rates and revenues in Latvia, 2016-2022

description: There  is being harmonized excise duty on classic tobacco products: cigarettes, cigarillos, cigars and smoking tobacco in the European Union. There are a lot of different information and data about these products. However, smoke free products have become very popular in recent years: e-cigarettes, heated tobacco products and other alternative products. Very limited data is available for these products.

This dataset includes data on alternative tobacco products: e-cigarettes, heated tobacco products and other alternative products in Latvia. Specifically, the data on alternative tobacco products sales volume, excise duty rates and tax revenues in the period from 2016 to 2022 for e-cigarettes; 2019-2022 for heated tobacco products and 2021-2022 for other products.

Furthermore, data on classic tobacco products have been added in order to assess overall trends in the tobacco market. This dataset covers the information about tobacco products from 2006-2022.
DOI: 10.6084/m9.figshare.20224095.v1
title: Plant and microbial community composition jointly determine moorland multifunctionality

description: The first dataset (MFM_data_alpha.csv) is to analyse the relationships among a range of measures of plant and microbial α diversity and composition (plant/fungal/bacterial richness, plant/fungal/bacterial MDS1 and MDS2, plant FD α, and plant CWMs of each trait), environmental factors (soil moisture, air temperature, EC, pH, and moss cover), and each of the ecosystem functions/ecosystem multifunctionality. The second dataset (MFM_data_beta.csv) is to analyse how plant taxonomic and functional β diversity, microbial (taxonomic) β diversity, environmental distance, and geographic distance affect the dissimilarity of ecosystem multifunctionality between plots.
DOI: 10.6084/m9.figshare.25046489.v1
title: Divergence in root functional trait variation for yield improvement

description: Functional traits are fundamental for understanding and predicting crop responses to abiotic stress and yield improvement. Root functional traits are key determinants of carbon allocation and water transport efficiency. However, there are few studies integrating the effects of physiological and anatomical traits relevant to carbon allocation and water transport in roots on yield.We performed a global scale data analysis to quantify the ecological effects of root functional traits on yield under abiotic stress. A field study was also conducted to test the relationships between yield and root anatomical traits such as cortex area and xylem area in two semi-arid regions in China.The search of the literature on the relationships between the effects of abiotic stress on crop yield and root functional traits was consistent with the results in the field. Meta-analysis showed that critical thresholds of root respiration and xylem area were observed for yield under abiotic stress. Yield initially increased, then declined as root respiration and xylem area increased under stress. It also showed that root hydraulic conductance was positively correlated with xylem area under stress. The similar results were observed in the field study that there were inverse relationships between yield and cortex areaand root xylem area was positively related to yield of wheat at both sites.<b> </b>Our study suggests that there are inverse relationships between yield and cortex area and respiration. Increased yield was associated with decreased respirationwith potentially smaller cortical tissue when the respiration under abiotic stress was reduced by less than 36.5% compared withcontrol. However, increased water transport capacity with increased xylem area has contributed to high yields at both sites under rain-fed conditions.
DOI: 10.6084/m9.figshare.6857705.v1
title: Production line performance analysis within a MTS/MTO manufacturing framework: a queueing theory approach

description: Abstract Paper aims Mixing the Make-To-Stock (MTS) and Make-To-Order (MTO) strategies to benefit from the both manufacturing systems in an environment with impatient customers. Originality This is the first research article which uses the queuing theory to find the best place of the Order Penetration Point (OPP) in a production line with impatient customers. Research method Two scenarios are studied in this paper. 1- Semi-finished products are produced and stored in a buffer. No semi-finished product will be completed until a specific order comes to the system. This strategy leads to idle cost, but there is savings obtained in terms of eliminating investment in finished goods inventory and its holding cost. We can calculate the total cost of the system and find the optimal machine for the buffer of semi-finished products. 2- We use both MTS and MTO for completing the semi-finished products. When there is no customer in the system, semi-finished products are completed based on the MTS strategy and finished products are sent to a warehouse. But, when an order comes in for customization, a semi-finished product get assigned to that order and after finishing the current MTS job on each machine, this MTO job starts to complete the semi-finished product. To calculate system performance indexes, we use the Matrix Geometric Method (MGM) after modeling the systems with queuing theory concepts. Main findings Numerical examples show the convexity of total cost in terms of product completion percentage and number of customization lines after the OPP. Also, increasing the production rate leads to higher expected number of semi-finished products in the buffer. Implications for theory and practice Positioning OPP in manufacturing systems to compare different production strategies (MTS/MTO) has not been widely studied yet. This paper shows how manufacturing companies can apply the OPP to obtain benefits from both MTS and MTO strategies according to various cost parameters of the production lines. Using queuing theory concepts to model the problem under study helps to consider the external factors such as impatient customers and demand arrival uncertainty that can affect the performance measures of the system besides the internal factors such as production rate and inventory related costs. The idea of expanding the production line after a specific station and have more customization lines to improve customer satisfaction is studied in this paper as well.
DOI: 10.17632/235bt6swkg
title: Division of Labor Simulation Dataset

description: - code - analysis the R codes to analyze the simulation data in the "data" folder and to make the paper's figures. - simualtion the python codes to run the simulations and make the simualtion data in the "data" folder. See the details in the readme file in the folder. - data the csv files of the simulation results run by the codes in the "code/simulation" folder. - networks the edge lists of networks used in the simulations.
DOI: 10.17632/h66sycdv7t
title: Data for: Balance and the Brain: A Review of Structural Brain Correlates of Postural Balance and Balance Training in Humans

description: This dataset summarizes findings from our review of the literature. All analyses in our paper our performed on this dataset.
DOI: 10.17632/3dvt79c7yt
title: Hudson Wieland Review

description: Single-cell RNA-seq and flow cytometry analysis for Figs. 2, 3, and 5 of Hudson and Wieland, Cancer Cell doi: 10.1016/j.ccell.2022.09.011.
DOI: 10.17632/pg78sw37nf
title: Data for: Architect i2000 SR Has Improved Turnaround Time For Infectious Disease Serology Testing Over Vitros ECiQ

description: Agreement datasheet
DOI: 10.6084/m9.figshare.5167531.v1
title: Coastal segments shapefile

description: Coastal segment shapefile, including information on segment length, latitude, longitude, country_name, administrative_unit_name, admin_id and locationid.
DOI: 10.17632/jtmnv66mbg
title: Mental health and daily behaviors_research_data

description: Quantitative data regarding students' mental health and daily behaviors.
DOI: 10.17632/pf5gmfhkvp
title: Mapping Phrasal Verb Usage: A Cross-Corpus Study of Academic Writing by L1 and L2 English Scholars

description: The attached file includes all the phrasal verbs (PVs) extracted from BDC and TDC corpora along with their definitions and frequencies.
DOI: 10.17632/rzjfg7t9kf
title: A Multilabel Multiclass Sentiment and Emotion Dataset from Bangladeshi E-Commerce Reviews

description: This dataset provides a comprehensive view of the expanding online shopping landscape in Bangladesh, featuring customer reviews from popular e-commerce sites Daraz and Pickaboo. These reviews, a mix of Bengali and English text enriched with emojis, offer deep insights into customer sentiments towards widely favored products. The dataset undergoes thorough preprocessing and annotation for five emotions: Happiness, Sadness, Fear, Anger, and Love. These are further categorized into positive sentiments (Happy, Love) and negative sentiments (Sadness, Anger, Fear), facilitating a nuanced sentiment analysis. This dataset is a valuable asset for natural language processing research, offering a window into the diverse emotional responses of Bangladeshi online consumers and serving as a crucial tool for understanding sentiment in a multilingual, culturally rich market context
DOI: 10.17632/w9n6s2kcmc
title: Individuals prioritize the reach straightness and hand jerk of a shared avatar over their own. Hagiwara et al.

description: This is the data we recorded in our experiment. The folders are divided into dyads of participants. The Participant1 and Participant2 folder contains the coordinates of the middle finger tip of a participant's right hand. The SharedAvatar folder contains the coordinates of the middle finger tip of a shared avatar's right hand. The TargetPosition folder contains the coordinates of the target for the reaching task. The Weight folder contains the body condition data (0: Solo-body condition, 1: Shared-body condition) .
DOI: 10.17632/67bmbcfnxh
title: Supplementary data-The effectiveness of English online learning system: Assess the students' attitude toward online learning and learning performance

description: Supplementary data-The effectiveness of English online learning system: Assess the students' attitude toward online learning and learning performance