cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28520111.v2
title: Monitoring Data Marcio OIiveira Experiment

description: This work aims to investigate soil-atmosphere interactions through experimental investigations conducted in an instrumented channel, focusing on the effects of incident radiation on water content, suction, and temperature profiles in a monolithic cover layer. In addition, the research examines the formation and propagation of cracks in the layer during multiple wetting and drying cycles under controlled environmental conditions.
DOI: 10.17632/hmy5jzccyx
title: Micro-sized plankton abundance and assemblies in the western North Pacific Subtropical Gyre

description: This is a data set of micro-sized plankton abundance and assemblies in the western North Pacific Subtropical Gyre. The details of this data can be seen in our submitting manuscript. In "Kodama_et_al_PONE_data_env_class_level.csv" , we summarized environmental and plankton abundance at class level. In "Kodama_et_al_PONE_data_species.xlsx", we summarized species-level abundance.
DOI: 10.6084/m9.figshare.28124336.v1
title: Influence of Iron Deficiency Anaemia on Glycated Haemoglobin in Non-diabeticsd Item

description: This study was done to assess the validity of Glycated Hb as a reliable marker of diabetes in the presence of iron deficiency anaemia162 subjects were recruited, 82 each in case and control group. The groups were matched for age and genderCases were non diabetics with iron deficiency and controls were non diabetics without Iron deficiencyThere was a statistically significant difference between HbA1C values among cases and controlsConclusion is that Glycated Hb is not that reliable as a marker of diabetes in individuals with iron deficiency
DOI: 10.17632/nr4nj2s5d5
title: Data for: Quantitative characterization of rodent feto-placental vasculature morphology in micro-computed tomography images

description: Here are Supplementary Materials for "Quantitative characterization of rodent feto-placental vasculature morphology in micro-computed tomography images": Supplement 1: Procedure for sample preparation and casting of the vasculature, Supplement 2: Micro-CT scanning and image reconstruction, Supplement 3: Matlab code, Supplement 4a: RAT_summary_data.xlsx, Supplement 4b: RAT_detailed_data.xlsx, Supplement 4c: Mouse_summary_data.xlsx, Supplement 4d: Mouse_detailed_data.xlsx.
DOI: 10.17632/t2jct3f48y
title: Geochemical, Fe isotope, and SMS data for Adagdak Island xenoliths and lavas

description: Major and trace element (whole rock and mineral separate), mineral mode, Fe isotope (whole rock and mineral separate), and single-crystal synchrotron Mössbauer spectroscopy (amphibole) data from Adagdak Island.
DOI: 10.6084/m9.figshare.22318294.v1
title: Supplementary Material – Myrtaceae family: an update on plant-derived bioactive against bacteria that affect the respiratory system

description: Table S1 – Chemical constituents and activity of essential oils of different species of the Myrtaceae family against bacteria that cause respiratory infection. Table S2 – Chemical compounds and antibacterial activity of extracts from different species of the Myrtaceae family against microorganisms involved with respiratory infection. Table S3 – Antibacterial activity and characteristics of nanoparticles synthesized with extract from different species of the Myrtaceae family against bacteria involved with respiratory infection. <strong>This Supplementary Material is part of the Original Paper published at Rodriguesia - DOI: </strong>http://dx.doi.org/10.1590/2175-7860202374022
DOI: 10.6084/m9.figshare.25180445.v1
title: Supplementary material and data for ''Interactive effects of sedimentary turbidity and elevated water temperature on the Pugnose Shiner (<i>Miniellus anogenus</i>), a Threatened freshwater fish''

description: This supplementary material and data is associated with: Fortin-Hamel, L and Chapman, LJ ''Interactive effects of turbidity and elevated water temperature on the Pugnose Shiner (<i>Miniellus anogenus</i>), a Threatened freshwater fish'' (<i>under revision</i>).See our methods for detailed information on the collection of each dataset. Please contact Liana Fortin-Hamel (liana.fortin-hamel[at]mail.mcgill.ca) for any questions or comments.<b>Abstract</b>High turbidity and elevated water temperature are environmental stressors that can co-occur in freshwater ecosystems such as when deforestation increases solar radiation and sedimentary runoff. However, we have limited knowledge about their combined impacts on fish behaviour and physiology. We explored independent and interactive effects of sedimentary turbidity and temperature on the swimming activity and both thermal- and hypoxia tolerance of the Pugnose Shiner (<i>Miniellus anogenus</i>, formerly<i> Notropis anogenus</i>), a small leuciscid fish listed as Threatened under Canada’s Species at Risk Act (SARA). Fish underwent a 15-week acclimation to two temperatures (16 °C or 25 °C) crossed with two turbidities (~0 NTU or 8.5 NTU). Swimming activity was measured during the first 8 weeks of acclimation. Fish in warm water were more active compared to those in cold water, but turbidity had no effect on activity. Behavioural response to hypoxia was measured after 12 weeks of acclimation, as the oxygen level at which fish used aquatic surface respiration (ASR). Fish in warm water engaged in ASR behaviour at higher oxygen thresholds, indicating less tolerance to hypoxia. Turbidity had no effect on ASR thresholds. Finally, thermal tolerance was measured as the critical thermal maximum (CT<sub>max</sub>) after 13 to 15 weeks of acclimation. Acclimation to warm water increased fish CT<sub>max</sub> and T<sub>ag</sub> (agitation temperature) but reduced the agitation window (°C difference between T<sub>ag</sub> and CT<sub>max</sub>) and thermal safety margin (°C difference between acclimation temperature and CT<sub>max</sub>). Furthermore, fish in warm, turbid water had a lower CT<sub>max</sub> and smaller thermal safety margin than fish in warm, clear water, indicating an interaction between turbidity and temperature. This reduced thermal tolerance observed in Pugnose Shiner in warm, turbid water highlights the importance of quantifying independent and interactive effects of multiple stressors when evaluating habitat suitability and conservation strategies for imperiled species.<b>Code/Software</b>R scripts and codes used for statistical analysis are provided in our supplementary material (R Core Team, 2022; v.4.2.1). Essential packages for statistical analysis include:<i>lme4</i> v.1.1.30<i>car</i> v.3.1-0<i>emmeans</i> v.1.8.1-1<br>
DOI: 10.6084/m9.figshare.28355633.v1
title: Functional Traits and Distribution of Nigerian Bird Species in Protected and Unprotected Pentads

description: This dataset contains information on the functional traits and distribution of Nigerian bird species across protected area pentads (PAPs) and unprotected pentads (UPPs). The dataset includes species' taxonomic details, IUCN Red List status, ecological roles, dietary guilds, and habitat specialization. It also provides species reporting rate (RR) data in both PAPs and UPPs, along with their overall range size. Range indicates the number of pentads a species was recorded in, and reporting rate (RR) represents the percentage of times a species was recorded within its range. The maximum range is 146 pentads.<b>Columns:</b><b>Spp</b> – Unique species identifier.<b>scientificName</b> – Scientific name of the bird species.<b>commonName</b> – Common name of the bird species.<b>Family</b> – Taxonomic family.<b>RedListCategory</b> – IUCN Red List status (e.g., LC – Least Concern; DD – Data Deficient, NT – Near Threatened, VU – Vulnerable, EN – Endangered, CR – Critically Endangered).<b>Vertebrate_prey</b> – Binary indicator (1 = Yes, 0 = No) for vertebrate predation.<b>Scavenger</b> – Binary indicator for scavenging behavior.<b>Herbivore</b> – Binary indicator for herbivorous diet.<b>Insectivores</b> – Binary indicator for insectivorous diet.<b>Frugivore</b> – Binary indicator for frugivorous diet.<b>Granivore</b> – Binary indicator for granivorous diet.<b>Ecosystem_Engineer</b> – Binary indicator for species acting as ecosystem engineers.<b>Pollinator</b> – Binary indicator for pollination role.<b>Piscivore</b> – Binary indicator for piscivorous diet.<b>Aquatic_diet</b> – Binary indicator for aquatic prey consumption.<b>Habitat_specialist</b> – Binary indicator for habitat specialization.<b>mass</b> – Average body mass (grams).<b>PAPs</b> – Presence in protected pentads (Yes/No).<b>UPP</b> – Presence in unprotected pentads (Yes/No).<b>Both</b> – Presence in both protected and unprotected pentads (Yes/No).<b>RR_PAPs</b> – Reporting rate in protected pentads (%).<b>RR_UPPs</b> – Reporting rate in unprotected Reporting rate(%).<b>Range</b> – Total range size (unitless).<b>Usage Notes:</b><br>This dataset is useful for studying bird functional diversity, species distributions, and conservation prioritization in Africa. It can support analyses on species persistence in protected versus unprotected landscapes and the role of functional traits in species distribution.<br>
DOI: 10.6084/m9.figshare.25639575.v1
title: GSet Dataset

description: The objective of the max-cut problem is to cut any graph in such a way that the total weight of the edges that are cut off is maximum in both subsets of vertices that are divided due to the cut of the edges. Although it is an elementary graph partitioning problem, it is one of the most challenging combinatorial optimization-based problems with tons of application areas that make this problem highly admissible. Due to its admissibility, the problem is solved using the Harris Hawk Optimization algorithm (HHO). Though HHO effectively solved some engineering optimization problems; in the field of combinatorial optimization-based problems, the number is very few with better outcomes than any other available metaheuristic algorithms in contemporary times. Thus HHO along with some additional operators is used to solve the max-cut problem. Synthesis and decomposition operators are used to modify the fitness of the hawk in such a way that they can provide precise results. A mutation mechanism along with an adjustment operator has improvised the outcome obtained from the updated hawk. To accept the potential result, the acceptance criterion has been used, and then the repair operator is applied in the proposed approach. The proposed system provided comparatively better outcomes on the G-set dataset than other state-of-the-art algorithms. It obtained 533 cuts more than the discrete cuckoo search algorithm in 9 instances, 1036 cuts more than PSO-EDA in 14 instances, and 1021 cuts more than TSHEA in 9 instances. But for four instances, the cuts are lower than PSO-EDA and TSHEA. Besides, the statistical significance has also been tested using the Wilcoxon signed rank test to provide proof of the superior performance of the proposed method. In terms of solution quality, MC-HHO can produce outcomes that are quite competitive when compared to other related state-of-the-art algorithms.
DOI: 10.6084/m9.figshare.28937687.v1
title: <b>D</b><b>ata Repository for the Manuscript- T</b><b>he “readily available” second-line antibiotics are more cost-effective than the “easily accessible” first-line antibiotics as the initial management of urinary tract infections and chorioamnionitis in Malawi</b>

description: Dataset for the aetiology and antimicrobial resistance for maternal infections in Sub-Saharan Africa
DOI: 10.6084/m9.figshare.13109567.v5
title: Arctic COSMO-CLM hindcast 2011

description: COSMO-CLM Russian Arctic climate dataset
DOI: 10.6084/m9.figshare.14096201.v1
title: Supplementary Material for: Head Injury and Amyotrophic Lateral Sclerosis: A Meta-Analysis

description: <b><i>Background:</i></b> Prior studies have suggested that head injury might be a potential risk factor of amyotrophic lateral sclerosis (ALS). However, the association has not been well established. We aimed to provide a synopsis of the current understanding of head injury’s role in ALS. <b><i>Methods:</i></b> We performed a systematic search in PubMed for observational studies that quantitatively investigated the association between head injury and ALS risk published before April 10, 2020. We used a random-effects model to calculate odds ratios (ORs) and 95% confidence intervals (CIs). <b><i>Results:</i></b> Fourteen eligible articles including 10,703 cases and 2,159,324 controls were selected in current meta-analysis. We found that head injury was associated with an increased risk of ALS (OR = 1.38, 95% CI: 1.20–1.60) and the association was slightly stronger concerning severe head injury and ALS risk (OR = 1.69, 95% CI: 1.27–2.23). Considering the number of head injuries (<i>N</i>) and ALS risk, the association was weak (OR = 1.23, 95% CI: 1.10–1.37, <i>N</i> = 1; OR = 1.29, 95% CI: 0.89–1.86, <i>N</i> ≥ 2). In addition, a strong association with ALS risk was found in individuals who suffered head injury &lt;1 year (OR = 4.05, 95% CI: 2.79–5.89), and when the time lag was set at 1–5, 5–10, and &gt;10 years, the pooled OR was 1.13, 1.35, and 1.10, respectively. <b><i>Conclusion:</i></b> This meta-analysis indicates that head injury, especially severe head injury, could increase ALS risk. Although a strong association is found between head injury &lt;1 year and ALS risk in the current study, this result suggests a possibility of reverse causation.
DOI: 10.6084/m9.figshare.21391449.v5
title: <i>Cannabis sativa</i> L. (Pink pepper) Annotation Data Set

description: This research is a project to breed medicinal hemp (<i>Cannabis sativa</i> L.) varieties in Korea and promote domestic industrialization of hemp.
DOI: 10.17632/jzscb27g4b
title: Data for: Contrasting climate effects on the profiling of metabolic hormones in non-obese healthy adults: a randomized cross-over trial

description: The input and output files including the script of the pilot Temp trial
DOI: 10.17632/zphwvpjxkv
title: Inverse and Forward Kinematic Analysis of a 6-DOF Foldable Mechanism with a Circular Rail (FoldRail Mechanism). Julia Files

description: This dataset contains Julia files that solve inverse and forward kinematic problems of a 6-DOF 3-RRRS foldable parallel mechanism with a circular rail (FoldRail mechanism), which was presented in paper https://doi.org/10.1016/j.mechmachtheory.2023.105425. The corresponding paper describing the applied algorithms is going to be published in the Mechanism and Machine Theory journal. Please check the list of works at https://orcid.org/0000-0002-3928-5440.

The dataset includes the following files:
1. File "main.jl" is the main file that proceeds with the inverse and forward kinematic analysis of the mechanism step by step.
2. File "geometry.jl" is used to define geometrical parameters of the mechanism.
3. File "trajectories.jl" includes functions that define trajectory of the output link and path time scaling, which are used as the input motion for the inverse kinematics.
4. File "kinematics.jl" includes functions that solve inverse and forward kinematic problems and some auxiliary functions.
5. File "plots.jl" includes functions that visualize the results of the kinematic analysis.
6. Optional files "Project.toml" and "Manifest.toml" contain information about the used packages.
DOI: 10.6084/m9.figshare.13266638.v1
title: Site-level and compositional similarity data from Sánchez-Ortiz et al. (2020) "Effects of land-use change and related pressures on alien and native subsets of island communities"

description: Site-level and compositional similarity data used in models in Sánchez-Ortiz et al. (2020) "Effects of land-use change and related pressures on alien and native subsets of island communities". Data were extracted from the PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems) database (Hudson et al. 2014, Ecol. Evol.) in October 2016. Please refer to Sánchez-Ortiz et al. (2020) for details on how the final datasets were created and see README file for descriptions of each dataset and columns.
DOI: 10.6084/m9.figshare.28862972.v1
title: Intermediate data of single-cell analysis

description: This rds file is the intermediate data of CD8<sup>+</sup> T cell analysis.
DOI: 10.6084/m9.figshare.29092553.v1
title: Data Table 3. Gene Expression (TPM) Profiles of Sorghum Genes Across Multiple Abiotic Stress and Control Conditions at Various Time Points

description: Gene Expression (TPM) Profiles of Sorghum Genes Across Multiple Abiotic Stress and Control Conditions at Various Time Points
DOI: 10.17632/3tc28hjjyh
title: The role of intercultural communication in virtual team management

description: This study explores the role of intercultural communication in virtual team management, focusing on multinational companies such as Lenovo, IBM, Microsoft, and Alibaba. The research investigates how cultural differences impact team performance, with a particular emphasis on team cohesion, communication frequency, and atmosphere. Using a mixed-method approach, the study combines quantitative data from a survey of 100 virtual team members and qualitative insights from case studies. Key findings reveal that cultural differences and team cohesion significantly enhance performance, while communication frequency and team atmosphere also play a critical role. However, communication tools and cultural training alone were found not to have a direct significant impact. The paper concludes with practical recommendations for managers, including establishing a "cultural diversity = opportunity" mindset, implementing cultural coordinators, and designing effective communication strategies to bridge cultural gaps in virtual teams.
DOI: 10.6084/m9.figshare.20438658.v1
title: Data supporting: Impact of spatial vegetation structure on the roughness length of Alxa dryland ecosystem

description: Data and codes for evaluating two spatial parameters of spatial vegetation structure in the estimation of the aerodynamic roughness length, including 36 plots of vegetation investigation in Alxa plateau, northwesten China. The codes were coded in R 4.1.1.
DOI: 10.6084/m9.figshare.25514023.v1
title: Knowledge, attitudes and practices of healthcare professionals on the use of AI in healthcare in Pakistan ( Response Sheet )

description: In our research article titled, "Knowledge, Attitudes, and Perceptions of Healthcare Students and Professionals on the Use of Artificial Intelligence in Healthcare," we set out to explore the scope of AI understanding within the healthcare community in Pakistan. We were particularly motivated to bridge the existing gaps in knowledge and explore the once uncharted territories of AI perception among all healthcare staff, including nurses, medical students, and allied healthcare workers.
DOI: 10.6084/m9.figshare.5412091.v1
title: Artificial dataset for clustering algorithms

description: This file contains a number of randomly generated datasets. The properties of each dataset are indicated in the name of each respective file: 'C' indicates the number of classes, 'F' indicates the number of features, 'Ne' indicates the number of objects contained in each class, 'A' is related to the average separation between classes and 'R' is an index used to differentiate distinct random trials. So, for instance, the file C2F10N2Ne5A1.2R0 is a dataset containing 2 classes, 10 features, 5 objects for each class and having a typical separation between classes of 1.2. The methodology used for generating the datasets is described in the accompanying reference.<br><br>
DOI: 10.17632/p6g3d7tx97
title: Analysis of Isokinetic Peak Torque in Hamstrings and Quadriceps and Its Association with Flexibility and Strength in Healthy School-Aged Children

description: The present study provides valuable insight into the development of muscular strength and flexibility in healthy school aged children, specifically focusing on the hamstring and quadriceps muscle groups. Isokinetic testing revealed a clear dominance of quadriceps strength over the hamstrings across all participants, highlighting a consistent strength imbalance common in this age group. The study demonstrated that age is a significant predictor of muscle strength, with both hamstring and quadriceps strength showing strong positive correlations with increasing age. The peak torque values increased significantly with age, and the regression analysis confirmed that age accounts for a high percentage of the variability in muscle strength approximately 89% for hamstrings and 86% for quadriceps. Flexibility, as measured by the Toe Touch Test, displayed more individual variation and did not correlate as strongly with strength measures, suggesting that factors influencing flexibility may differ from those driving strength development. Furthermore, the internal consistency of isokinetic measurements was remarkably high, confirming the reliability of the BioMat Easy-Torque dynamometer in this population. These findings emphasize the importance of routine isokinetic assessment in pediatric populations to identify muscle imbalances early and to inform interventions aimed at optimizing musculoskeletal development during critical growth periods.
DOI: 10.6084/m9.figshare.21463152.v1
title: FGD GUIDE

description: This dataset contains guide for conducting focus group discussion
DOI: 10.6084/m9.figshare.27216054.v1
title: MeNuGUIDE.ttl

description: MeNu GUIDE is a knowledge graph containing over 25 million triple statements on the relationships between foods, metabolites and diseases. It was created by combining the information from databases with the knowledge stored in ontologies. MeNu GUIDE is available in the turtle file format, which can easily be queried using SPARQL.
DOI: 10.17632/ft37z7d5cp
title: Mobility Data

description: This Spatio-temporal dataset is collected from 24 users over 9 months (dating 12 September 2018 to 23 May 2019). A GPS trajectory of this dataset is represented by sequential time-stamped points, each comprising of latitude, longitude, timestamps, and 33 other different sensor attributes. This dataset contains 41,51,237 trajectories with a total distance of about 3124.66 kilometres and a total duration of 389+ hours. These trajectories are recorded using AndroSensor App which is an absolute all-in-one diagnostic tool that lets user know virtually everything about their device status and allows them to record everything from their sensors into a CSV file according to their preferences. So, we let volunteers choose what attribute of themselves they want to record and share with us. This dataset recorded a broad range of users’ outdoor movements, including not only life routines like go home and go to work but also some entertainments and sports activities, such as shopping, sightseeing, dining, hiking, and cycling and also includes some fieldwork movements. This trajectory dataset can be used in many research fields, such as mobility pattern mining, user activity recognition, location-based social networks, location privacy, and location recommendation.
DOI: 10.6084/m9.figshare.21393402.v3
title: datasets and code

description: EEG datasets
DOI: 10.6084/m9.figshare.26739540.v1
title: Additional file 3 of Total antioxidant status levels in malaria: a systematic review and meta-analysis

description: Supplementary file 3.