cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8dm6jh7ysc
title: A Technique for Enhanced Tension Control: The Benefits of Presetting Sutures in Wound Closure

description: Demonstration of wound closure utilizing presetting sutures technique.
DOI: 10.17632/j97khfj656
title: Sudden Queen Loss Event in an Africanized Honeybee Colony

description: The dataset consists of 23 features extracted from audio recordings of an Africanized honeybee hive in Fortaleza-CE, Brazil. The first feature is the recording date, and the last is the label indicating the queen's presence status. The label can take two values: "QR" for queenright (presence of queen) or "QL" for queenless (absence of queen). The remaining features are directly extracted from the audio signal, divided into three groups: time-domain features (zcr, energy, and energy entropy), spectral features (centroid, spread, entropy, flux, and rolloff), and 13 MFCC coefficients. For further details on the meaning of each feature, please refer to https://doi.org/10.1371/journal.pone.0144610.t002.

The data were collected from daily recordings over a 6-day period, with the queen bee removed from the dataset on the last day. Consequently, the QR and QL classes are unbalanced, with QL representing only 1/6 of the data. This situation is common in this type of monitoring, where the hive's functioning is expected to remain within normal well-being parameters most of the time. Naturally, anomalies such as the sudden queen loss are uncommon and therefore represent a smaller portion of the data. The experiment and the data aim to replicate and incorporate these conditions for greater fidelity to the addressed problem.

Such issues can be addressed using techniques such as anomaly detection, one-class classification, or incremental learning. Additionally, techniques for handling unbalanced data in classification problems, such as data augmentation and resampling, can be employed. Using OC-SVM, we achieved results with 96% accuracy and 99% precision.
DOI: 10.17632/mcnbb689cf
title: Code C# for chaos analysis of relativistic many-body systems

description: Abstract This work presents a new Microsoft Visual C# .NET code library, conceived as a general object oriented solution for chaos analysis of three-dimensional, relativistic many-body systems. In this context, we implemented the Lyapunov exponent and the “fragmentation level” (defined using the graph theory and the Shannon entropy). Inspired by existing studies on billiard nuclear models and clusters of galaxies, we tried to apply the virial theorem for a simplified many-body system composed by nucle... Title of program: Chaos Many-Body Engine v01 Catalogue Id: AEGH_v1_0 Nature of problem Chaos analysis of three-dimensional, relativistic many-body systems. Versions of this program held in the CPC repository in Mendeley Data AEGH_v1_0; Chaos Many-Body Engine v01; 10.1016/j.cpc.2010.04.015 AEGH_v2_0; Chaos Many-Body Engine v02; 10.1016/j.cpc.2012.01.009 AEGH_v3_0; Chaos Many-Body Engine v03; 10.1016/j.cpc.2012.12.012 AEGH_v4_0; Chaos Many-Body Engine v04.1; 10.1016/j.cpc.2013.12.024 AEGH_v5_0; Chaos Many-Body Engine v05; 10.1016/j.cpc.2014.06.014 AEGH_v6_0; Chaos Many-Body Engine v06; 10.1016/j.cpc.2015.04.027 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/ws6hjmjmh7
title: Spanish User Story Dataset

description: Datasets utilizados en el artículo Análisis Automático de Indicadores de Calidad de Historias de Usuario mediante Medidas Difusas, publicado en CONAIISI 2022
DOI: 10.17632/tctsdndkms
title: Raw, not cropped supporting Western blot files for: Mavrommati, I., ... Pagano, M., D'Angiolella, V.: β-TrCP- and Casein Kinase II-Mediated Degradation of Cyclin F Controls Timely Mitotic Progression. Cell Rep. (2018)

description: Raw, not cropped supporting Western blot files for: Mavrommati I, Faedda R, Galasso G, Li J, Burdova K, Fischer R, Kessler BM, Carrero ZI, Guardavaccaro D, Pagano M, D'Angiolella V. β-TrCP- and Casein Kinase II-Mediated Degradation of Cyclin F Controls Timely Mitotic Progression. Cell Rep. 2018 Sep 25;24(13):3404-3412. doi: 10.1016/j.celrep.2018.08.076. PMID: 30257202 PMCID: PMC6172692 DOI: 10.1016/j.celrep.2018.08.076
DOI: 10.6084/m9.figshare.12568634.v1
title: JVASP-56659 to JVASP-57577

description: JARVIS-DFT input/output files
DOI: 10.17632/7cb7rp8gpc
title: The Effect of Family-Centered Empowerment program on Activities of Daily Living of Patients with Stroke and Family Caregivers Burden

description: Purpose: Dependence of stroke survivors regarding the ability to perform activities of daily living (ADL) imposes a burden on family caregivers. The study evaluated the effect of the family-centered empowerment model on the ability to perform ADL of patients with stroke and their family caregivers’ burden. Methods: This is a randomized controlled clinical trial conducted in Tehran, capital of Iran, in Feb 2017 to Apr 2018. A total of 90 pairs of stroke patients and their family caregivers was selected and randomly assigned to intervention and control groups through tossing the coin. Intervention was performed in four sessions of an hour in four consecutive days during hospitalization for patients and their family caregivers based on family-centered empowerment model. Data analysis was done by using SPSS v. 22. T-test, Chi-square, Fisher’s exact test, Mann-Whitney test, and Friedman test were used for data analysis. In all statistical tests, the significance level was set to 0.05. Results: The ability to perform ADL in patients with stroke in the intervention and control groups was not significant before, immediately, and two weeks after the intervention, while the ability to perform ADL of patients with stroke in the intervention group increased significantly two months after the intervention compared with the control group (66±35.95 versus 51.31±36.28, p=0.047). The family caregivers` burden was not significantly different in the intervention and control groups before and immediately after intervention, while the family caregivers` burden significantly decreased in the intervention group two weeks (29.55±15.38 versus 38.77±18.53, p=0.012) and two months after the intervention compared with the control group (22.95±15.68 versus 36.11±18.88, p&lt;0.001). Conclusions: Community-based nurses and family nurse practitioners can use this model to empower the family caregivers of stroke patients, reduce the burden of family caregivers, and improve their ADL and health
DOI: 10.17632/ts8c7fm8dj
title: results of a functional MRI study in transgender individuals

description: dataset including results of the Data in Brief "Data for functional MRI connectivity in transgender people with gender incongruence and cisgender individuals" supplementary data from the "Brain network interactions in transgender individuals with gender incongruence" manuscript submitted to Neuroimage journal Original T1- and T2*-weighted images can be found in: doi:10.17632/hjmfrv6vmg.1
DOI: 10.17632/f5frmb8wz2
title: Renewable Ammonia Production- Optimization Model

description: We develop a linear cost minimization model (in Python) based on hourly energy supply and demand from system components for all-electric ammonia production from solar energy.
DOI: 10.17632/g6ksj6scmy
title: simulation data of electromagnetic generated by microcracks

description: This dataset is the simulation results of electromagnetic generated by microcracks, and some observation data of wenchuan(2008) and luxian(2021) earthquakes.
DOI: 10.17632/zbtvkyzwcj
title: R-code and data from: Effects of macro- and micro-nutrients on momentary and season-long feeding responses by select species of ants

description: This data set described here is supplementary to an article titled: “Effects of macro- and micro-nutrients on momentary and season-long feeding responses by select species of ants”. Few studies have examined how various macro- and micro-nutrient types shape foraging responses in ants. We tested short term and season-long foraging responses of the ant species C. modoc and M. rubra to various micro- and macro-nutrients. We also tested if these findings were similar in other species, L. niger and F. aserva. The full methodology, results, and their interpretation can be found in the publication.

Abstract from article: 
"Few studies have investigated the relative contribution of specific nutrients to momentary and season-long foraging responses by ants. Using western carpenter ants, Camponotus modoc, and European fire ants, Myrmica rubra, as model species, we: (1) tested preferential consumption of various macro- and micro-nutrients; (2) compared consumption of preferred macro-nutrients; (3) investigated seasonal shifts (late May to mid-September) in nutrient preferences; and (4) tested whether nutrient preferences of C. modoc and M. rubra pertain to black garden ants, Lasius niger, and thatching ants, Formica aserva. In laboratory and field experiments, we measured nutrient consumption by weighing Eppendorf tubes containing aqueous nutrient solutions before and after feeding by ants. Laboratory colonies of C. modoc favored nitrogenous urea and essential amino acids (EAAs), whereas M. rubra colonies favored sucrose. Field colonies of C. modoc and M. rubra preferentially consumed EAAs and sucrose, respectively, with no sustained shift in preferred macro-nutrient over the course of the foraging season. The presence of a less preferred macro-nutrient in a nutrient blend did not diminish the blend’s ‘appeal’ to foraging ants. Sucrose and EAAs singly and in combination were equally consumed by L. niger, whereas F. aserva preferred EAAs. Baits containing both sucrose and EAAs were consistently consumed by the ants studied in this project and should be considered for pest ant control."

We have uploaded our data and scripts as an R studio project. Code used to wrangle data, analyze data and generate plots can be accessed in the project folder by opening the project file. The project contains: 

---Data
Data files of laboratory and field experiments to assess ant consumption on various nutrients.
 
---Outputs
Plots and csv files generated from data analysis.

---Scripts
Scripts of R code used to wrangle data, conduct analyses, and generate outputs.
DOI: 10.6084/m9.figshare.20324847.v1
title: Supplemental Table S1.docx

description: Primers for qPCR used in this study
DOI: 10.17632/5r29833mxz
title: Medical tourist dataset

description: We explored the role of voice of medicine of doctors in relation to their cognitive, behavioural and emotional Cultural intelligence and how it mediated the relationship between the perceived self-efficacy and build-up of patient experiences in the initial clinical interactions in the host country hospitalThe research model was tested in a large Joint Commission International (JCI) and National Accreditation Board for Hospitals & Healthcare provider (NABH) accredited, multi-speciality health care hospital located in the National Capital Region (NCR) of New Delhi, India (N=300) The hospital’s research ethics committee approved the study particularly concerning data confidentiality
DOI: 10.17632/5h7ckgrbhw
title: the influence of economic sanctions on the market value of Russian companies  

description: The data for magister work to analyze the influence of the economic sanctions on the market value of Russian companies
DOI: 10.17632/b5ccpknz2z
title: Insights into Drug Addiction in Bangladesh: A Multidimensional Dataset

description: This dataset provides a comprehensive exploration of the factors influencing drug addiction in Bangladesh. It includes 36 columns covering demographic, socioeconomic, psychological, and behavioral aspects of individuals, both drug-addicted and non-addicted. Key features include age, gender, education level, employment status, family structure, reasons for addiction, mental health status, physical health, and experiences such as trauma or failure in life.

The dataset also examines relationships with family and peers, living arrangements, drug-use history, and external influences like friends and family history of drug use. Additionally, it highlights health-related aspects such as sleep quality, eating habits, mental/emotional health, and the prevalence of suicidal thoughts.

This dataset is ideal for researchers studying addiction patterns, behavioral factors, and socioeconomic impacts. It can support predictive modeling, comparative analyses, and public health interventions aimed at mitigating drug addiction.
DOI: 10.6084/m9.figshare.27991865.v1
title: Effects of Clinical Stage, Behavioral and Psychological Symptoms of Dementia, and Living Arrangement on Social Distance Towards People with Dementia_ raw data.xlsx

description: Aim:This study focuses on social distance, the behavioral manifestation of stigma. <br>Our aim is to elucidate the factors influencing social distance among community-dwelling adults towards PLWD, specifically considering the clinical stage and symptoms of dementia. <br>Method: An online survey employing vignette methodology targeted community-dwelling adults in Japan. Vignettes depicted older women with varying stages of dementia, presence of behavioral and psychological symptoms of dementia (BPSD), and living arrangements.
DOI: 10.6084/m9.figshare.9122558.v2
title: Figure 2 (Flotillins promote T cell receptor sorting through a fast Rab5-Rab11 endocytic recycling axis)

description: Raw images for Figure 2 2photon photoactivation
DOI: 10.17632/9nvfyv2ftb
title: Video observations of dropping in male horses

description: Dropping (penile tumescence) in male horses has been related to the provision of food rewards but it is unclear why horses display this behaviour. The objective of this observational study was to characterize dropping in relation to other behavioural indicators. Trainers submitted videos of their training session with their horse (n=24). Frequency of behaviours (oral, head position, tail swish), rewards (treats) and duration of penile characteristics (partial or full drop, flaccid or erect) were noted for multiple 2min segments of the training session. Chi-squared analyses compared penile characteristics to rewards. A mixed model analyzed the effects of horse age and training segment on behaviours and penile characteristics. Dropping occurred 69% of the time. In the first 2min horses spent less time with a fully dropped and erect penis than later in the training session (p<0.02). Horses 11-15yrs were fully dropped (82% of the time) and erect (65% of the time) longer than older and younger horses (p<.0001). Horses spent less time fully dropped (15%) when trainers did not use treats compared to when they did (42%; p<.03). No stress-related behaviours were related to dropping (p>.05). These observations provide preliminary results suggesting dropping is not a sign of stress.
DOI: 10.17632/dgcp4hz3j2
title: Bone pathologies of modern caprines (Ovis aries&Capra hircus) in the context of the pasture-stall system of the steppe zone of the South Urals 

description: Supplementary data for the article
DOI: 10.17632/4rtjmc4bss
title: GA-optimized ANN model - multiple response - multi-objective optimization

description: The data set is two predictor and two response models - ANN developed using GA-optimized architecture. Both the responses are optimized using multi-objective optimization. LIME and SHAP value analysis plots
DOI: 10.6084/m9.figshare.25339039.v1
title: MPP and SMPP data

description: MPP in children
DOI: 10.6084/m9.figshare.4658806.v2
title: File3. Fama-MacBeth first-stage time-series regression data

description: This file includes 3 excels on Fama-MacBeth first-stage time-series regression data. The first excel includes portfolios “s1b1”-“s1b5” and “s2b1”-“s2b5”; the second excel includes portfolios “s3b1”-“s3b5” and “s4b1”-“s4b5”, and the third one includes the portfolios “s5b1”-“s5b5”
DOI: 10.6084/m9.figshare.16592789.v1
title: Raw Images Dataset.rar

description: The dataset consists of 500 aerial satellite images for buildings in Riyadh City, Saudi Arabia.
DOI: 10.17632/jhmvhwsb9y
title: MRO/CRISM and MSL/ChemCam atmospheric water vapor retrievals over Gale crater on Mars

description: Dr. Alain Khayat et al., conducted high spatial resolution (~ 1km) retrievals of water vapor from MRO/CRISM observations taken over Gale crater, the landing site of the Mars Science Laboratory (MSL). The observations span a little more than 3 Mars years (MY) from MY 28 (October 04, 2006) to MY 31 (April 24, 2012). The seasonal cycle of water vapor above Gale is compared against that from reprocessed and extended MSL Curiosity rover ChemCam passive sky observations and covering the period between MY 31 (March 30, 2013) and MY 35 (June 20, 2019).
 
The data here are presented in Figures 6 and 7 of the manuscript "The Annual Cycle of Water Vapor Above Gale Crater as Retrieved by CRISM and Compared to ChemCam Passive Sky Spectroscopy " by Alain SJ. Khayat, Michael D. Smith and Timothy H. McConnochie, submitted to Icarus. 
 
The file "CRISM_Gale_h2o.dat“ is a table of water vapor column abundances as retrieved from CRISM observations over Gale. The table includes the following information: longitude, latitude, retrieved surface pressure (mbar), water vapor column abundance (pr-µm), water vapor column abundance (pr-µm) scaled to a reference surface pressure of 6.1 mbar, season (Ls), MOLA elevation (km), and observation name.
 
The file "csky_paper1a_1_H2O_supp__sm_.txt“ is a table of water vapor column abundances as retrieved by ChemCam passive sky observations inside Gale crater. The table includes the following information: MSL sol number, Local True Solar Time, season (Ls), surface pressure (mbar), water vapor column abundance (pr-µm), uncertainty, water vapor column abundance (pr-µm) scaled to a reference surface pressure of 6.1 mbar, uncertainty, water vapor mixing ratio (ppmv), uncertainty. The data here supersedes the dataset available in Appendix D: Supplementary materials in McConnochie et al. (2018) "Retrieval of water vapor column abundance and aerosol properties from ChemCam passive sky spectroscopy". Icarus, 307, 294-326, https://doi.org/10.1016/j.icarus.2017.10.043. 
We expect to archive future updates to this data set in NASA’s Planetary Data System.
DOI: 10.17632/m9rrv26dvf
title: Land-use intensity quantification and management classifications in grasslands of Germany 2017/2018

description: In Lange et. al (2022) we quantified land-use intensity (LUI) and its key parameters - grazing intensity, mowing frequency and fertiliser application - across Germany. Key parameters were classified using Convolutional Neural Networks (CNN) and Copernicus Sentinel-2 satellite data with 20 m x 20 m spatial resolution. Predictions of LUI and its components were validated using comprehensive in situ grassland management data from the DFG Biodiversity Exploratories. A feature contribution analysis using Shapley values substantiated the applicability of the methodology by revealing a high relevance of springtime satellite observations and spectral bands related to vegetation health and structure. We achieved an overall classification accuracy of up to 66% for grazing intensity, 68% for mowing, 85% for fertilisation and an r^2 of 0.82 for the subsequent LUI depiction. We evaluated the methodology's robustness with a spatial 3-fold cross-validation by training and predicting on geographically distinctly separated regions. Spatial transferability was assessed by delineating the models' area of applicability (AOA). More information can be found in the related publication.

Data is provided in GeoTiff format (projection EPSG:32632). Grazing classification bases on grazing intensity (G), given as livestock units (depending on species and age) per ha and day (Class 0: G=0, Class 1: 0 < G <= 0.33, Class 2: 0.33 < G <=0.88, Class 3: G > 0.88). Mowing counts represent the number of moving events in the respective year. Fertilisation information were aggregated into two classes: fertilised and not fertilised. Each model's AOA is given in a separate GeoTiff file, with values of 0 for areas outside and 1 for areas inside the model's AOA.

Please note:
Grassland pixels were selected according to the digital landscape model 2015 of the official topographic-cartographic information system (© GeoBasis-DE / BKG 2015).
DOI: 10.17632/py4zw6g7xc
title: Dataset for Human Recognition under Multi-Gait Scenario

description: Previous research in gait recognition and available dataset focused on single subjects. But in real time environment (such as airport, metro stations etc.) more than one person walk in a group and occlusion factors affects the performance of gait recognition. Therefore, we presented a new dataset which focused dynamic occlusion scenario. We constructed two categories of gait dataset i.e. first, subjects walk in a group (SMVDU-Multi-Gait) and second, subjects walk separately (SMVDU-Single-Gait). The purpose of this dataset to analyze the variations in gait patterns when same subject walk in a group or individually and also to recognize the target subject in Multi-Gait.
DOI: 10.17632/fw8vch8rch
title: Supporting Dataset Ohmic Charging

description: This dataset contains a COMSOL model file for modeling capacitive deionization (CDI) with capacitive spacers.
DOI: 10.17632/k3srd25knd
title: Messier 82

description: This dataset is a preliminary version of Messier 82 processed on JS9-4L image processor.
DOI: 10.17632/xgkwp3hbcg
title: Replication Data for: The nature of electronic complaints about dark tourism destinations: a machine learning approach

description: This dataset includes replication data for the paper "Sann, R., Lai, P. C., Liaw, S. Y., & Chen, C. T. (2024). The nature of electronic complaints about dark tourism destinations: a machine learning approach. Journal of Heritage Tourism, 1–23. https://doi.org/10.1080/1743873X.2024.2399208”
DOI: 10.6084/m9.figshare.12162828.v2
title: GTT-1-protein-133.dcdWW domain trajectories

description: Trajectories of ww domainTrajectories dataTrajectories of WW domain
DOI: 10.6084/m9.figshare.28886672.v1
title: <b>Effects of natural and artificial environmental light on the temporal activity and ecological dynamics in an urban African rodent</b>

description: Urbanisation and its associated ecological disruptions are of growing concern to wildlife. The behaviour of African rodents and their responses to environmental perturbations, such as artificial light at night (ALAN), is poorly studied. We investigated the locomotor activity of the urban Angoni vlei rat (<i>Otomys angoniensis</i>) to ascertain its temporal niche and response capacity to ALAN. Due to inconsistencies in the literature regarding the temporal niche of this species, we conducted investigations under both standard and artificial light at night (ALAN) laboratory conditions, and under natural environmental settings, to better understand its activity patterns under various light regimes. <i>Otomys angoniensis</i> exhibited nocturnal activity under both laboratory and natural ambient conditions, but the amplitude, MESOR and robustness were almost three times higher under natural conditions compared to during the laboratory treatment. Unlike strictly nocturnal animals, the activity of <i>O. angoniensis</i> was not masked by light, and its activity was not reduced under 2 Lux ALAN in the laboratory. In nature, <i>O. angoniensis </i>occupies dense grass habitats, and therefore its predominantly nocturnal activity in captivity could be ascribed to the lack of adequate cover during experiments. The greater activity under natural conditions could be a consequence of brighter daytime light and natural temperature cycles. We suggest that although <i>O. angoniensis </i>displays nocturnal activity in the laboratory, it may be more diurnal in its natural habitat. ALAN associated with urbanisation will likely affect <i>O. angoniensis </i>indirectly because of a reduction of vegetation cover as a result of habitat degradation, fragmentation and destruction.