cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16628332
title: Synthetic data

description: This dataset contains the synthetic seizure data used in the paper "<i>Identifying spatio-temporal seizure propagation patterns in epilepsy using Bayesian inference</i>"<b>source activity.txt </b>file contains the local field potential computed from a simulation of 5D Epileptor model<b>seeg.txt </b>file contains the SEEG time series obtained by projecting the simulated source activity to sensor space.<b>gain.txt </b>file contains the projection matrix from source to sensor space<b>connectome.txt </b>file contains the structural connectivity matrix
DOI: 10.5255/ukda-sn-855073
title: Visualising and Representing Environmental Change, Interviews with Island Residents, 2018-2020

description: The Visualising and Representing Environmental Change project brought together a diverse range of ways of visually depicting how island environments are altering as a result of global environmental change. As part of the project, a number of interviews were carried out with local island residents. The interviews explored how the physical environment of the island is changing and how islanders are responding to these changes, including the installation of sea defences.
DOI: 10.5281/zenodo.5513839
title: Governing Activation in Ireland - Dataset for 2020 Survey of Contracted Employment Services

description: This dataset relates to a survey of 77 JobPath frontline staff and 112 Local Employment Services staff, carried out by Dr Michael McGann over July and August 2020 as part of his study Governing Activation in Ireland.
DOI: 10.5281/zenodo.5513838
title: Governing Activation in Ireland - Dataset for 2020 Survey of Contracted Employment Services

description: This dataset relates to a survey of 77 JobPath frontline staff and 112 Local Employment Services staff, carried out by Dr Michael McGann over July and August 2020 as part of his study Governing Activation in Ireland.
DOI: 10.5255/ukda-sn-855151
title: Religious Politics and Political Religion: Christian Nationalism in Contemporary Zambia, 2017-2020

description: This project explored the efforts of Chrsitian nationalist activists and government officials to "actualize" the constitutional declaration that Zambia is a "Christian nation." The central component of the data are field notes from four months of participant-observation in Zambia’s government Ministry of National Guidance and Religious Affairs. In addition to this material are further fieldnotes outlining participant-observation at the 2018 National Day of Prayer, church-sponsored prayer meetings, and notes from interviews with church and government leaders. Finally, there are notes and recordings of a radio call-in show sponsored by the project. This live broadcast featured church leaders and political commentators debating the meaning of the declaration of Zambia as a Christian nation, as well as comments from the national audience who phoned into the show.
DOI: 10.5255/ukda-sn-854999
title: Drivers of Chinese Manufacturing Investment in Africa, 2016-2017

description: Survey of 149 Chinese manufacturing firms in four African countries (Ethiopia, Kenya, Nigeria, Tanzania) conducted in 2016 and 2017. Firms were surveyed on their investment value, employment, and on the reasons why they invested, and their linkages with local, non-Chinese firms. The survey questionnaire contains approximately 50 questions allowing analysis of the firms’ provincial origins, the role played by incentives from sending and receiving countries, backward and forward linkages, employee training, and so on.
DOI: 10.6084/m9.figshare.14850063
title: Scottish Raw Data

description: Data from the Scottish contingent.<br>
DOI: 10.6084/m9.figshare.14850063.v3
title: Scottish Raw Data

description: Data from the Scottish contingent.<br>
DOI: 10.6084/m9.figshare.14850063.v2
title: Scottish Data

description: Data from the Scottish contingent.<br>
DOI: 10.17632/5n6crr8gmc.1
title: Pueraria 

description: Niche differentiation of arbuscular mycorrhizal fungi associated with the pioneer plant Pueraria phaseoloides (Guo et al., 2021):
1. Metadata
2. QIIME2 script
3. R code
4. Supplementary materials
DOI: 10.17632/8k5d9nb5st.4
title: Data of repellent, ovicidal, larvicidal and adulticidal action of a nanoemulsion of Citronella essential oil (Cymbopogon winterianus) on Cochliomyia hominivorax (Diptera: Calliphoridae)

description: Raw data from a larvicidal efficacy trial with Cochliomyia hominivorax (Diptera: Calliphoridae) and a commercial citronella essential oil nanoemulsion
DOI: 10.17632/nd3khy8dbg.1
title: Seasonal variation in the positional distribution of fatty acids in bovine milk fat (Supplementary Tables)

description: In this study,  the variation in the regiospecific distribution of fatty acids (FA) of bovine milk fat throughout a year has been studied. The milk fat samples were collected on a weekly basis from May 2017 till April 2018 in the Netherlands as representative of the average bovine milk fat composition. The weekly samples were combined into months and the monthly FA compositions at the sn-2 and sn-1(3) positions were determined via enzymatic transesterification with Candida antarctica lipase B. The regiospecific distribution of FA were assessed by using intra- and interpositional approaches. Based on the intrapositional approach, majority of the sn-2 and sn-1(3) FA showed significant seasonal variation. In summer, the concentrations of blood derived FA (i.e. C18:0, C18:1 cis-9) increased and novo synthesized FA decreased. Highest concentrations of C16:0 was observed in sn-2 position of milk fat in winter whereas in summer unsaturated FA were highest at this position. Interestingly, according to interpositional distribution the esterification preferences of FA either sn-2 or sn-1(3) positions did not change significantly upon seasonal variation.

The supplementary files reported in this depository are part of the manuscript by Yener et al., 2021 in Journal of Dairy Science entitled "Seasonal variation in the positional distribution of fatty acids in bovine milk fat". and can be described as below:

-Supplementary Table 1 (Comparisons of the fatty acid (FA) concentrations (mol %)  at the sn-2 and sn-1(3) positions in the triacylglycerol structures of bovine milk fat between seasons)
-Supplementary Table 2 (Statistical analysis on the stereolocation preferences between the interpositional distribution (%) and the hypothetical proportions at the sn-2 (33.3%) and sn-1(3) (66.7%) positions in the triacylglycerol (TAG) structures)
-Supplementary Table 3 (Fatty acid composition (mol %) and fat content of bovine milk fat)
DOI: 10.17632/tb9ck6h2h2.1
title: Three-dimentional  computed tomography mapping of 136 tongue-type calcaneal fracture from a single centre

description: Raw data of Three-dimentional  computed tomography mapping of 136 tongue-type calcaneal fracture from a single centre
DOI: 10.17632/my9fsf5p6j.1
title: Patient Reported Outcome Measures in Patients Undergoing Mohs Surgery: Timing Matters

description: Day of Procedure Questionnaires
DOI: 10.17632/zpg4ddttck.1
title: FAI Hydroponic Fodder GHG 2020 Data Worksheet

description: FAI Hydroponic Fodder GHG Data Worksheet (2020)
DOI: 10.17632/s346b3tsbf.1
title: Czechoslovak tariffs in the 1920s – an example of historical specificity in economic policy (data attachment)

description: TABLE 1. Most significant import and export items, 1921, 1923, 1926;
TABLE 2. Tariffs for the most significant commercial items 1914, 1921, 1923, 1926;
TABLE 3. Development of industries in 1920s;
TABLE 4. Governments and elections;
TABLE 5. Exchange rate of the Czechoslovak crown in New York and Zurich, monthly averages
DOI: 10.17632/fr6g4tgnfh.1
title: Haplotype-resolved genome and transcriptome analyses of a heterozygous diploid African cassava cultivar

description: Genome annotation files of M. esculenta TME204 haplotype-resolved genomes.
DOI: 10.17632/4kycyfgxfh.2
title: Recursos educacionais abertos (REAs) sobre o Oceano

description: Recursos educacionais abertos (REAs) são materiais de ensino, aprendizagem e investigação em quaisquer suportes, digitais ou outros, que se situem no domínio público ou que tenham sido divulgados sob licença aberta e que permitam acesso, uso, adaptação e redistribuição gratuitas por terceiros, mediante nenhuma ou poucas restrições (UNESCO, 2002). O uso de REAs permite o compartilhamento, disseminação e preservação das informações produzidas e geradas (Costa, 2017), uma vez que eles ficam depositados e acessíveis em ambiente digital.
Foram levantados e sistematizados em uma tabela alguns REAs produzidos no Brasil relacionados aos sete princípios essenciais da Cultura Oceânica.
A tabela pode ser visualizada em: https://docs.google.com/spreadsheets/u/2/d/e/2PACX-1vSM-wJLFMcD4VAiK9h-a8N8gbG7WYvYe9srMApB9xubq_hfoqH-NLOPm-gMes1yRlpq2HTMMwQZhYD0/pubhtml?gid=0&single=true
DOI: 10.17632/yzyj46xpmy.4
title: Dataset of Distribution Transformers at Cauca Department (Colombia)

description:  Dataset contains 16.000 electric power distribution transformers from Cauca Department (Colombia).
They are distributed in rural and urban areas of 42 municipalities. The information covers
2019 and 2020 years, has 6 categorical variables and 5 continuous variables. First ones correspond to:
location, self-protected, removable connector, criticality according to ceraunic level, client and
installation type. Second ones are transformer power, burn rate, users number, unsupplied electricity
and secondary lines length.
DOI: 10.17632/ppdmhxf3j3.1
title: Exploration of data space through trans-dimensional sampling: A case study of 4D seismics

description: Data repository in the article: "Exploration of data space through trans-dimensional sampling: A case study of 4D seismics" submitted to JGR: Solid Earth. 

We consider a simple time-lapse scenario that consists of an overburden layer and a reservoir. To better mimic a real world application, we use a scaling factor of 10000 such that a frequency of 200 kHz represents a frequency of 20 Hz, and a dimension of 1 mm represents 10 m. To build this experiment in the lab we take two Plexiglas blocks with dimensions 310 x 154 x 77 mm, and attach them together. The first Plexiglas block represents the overburden layer with elastic properties of Vp = 2780 m/s, Vs = 1480 m/s, and rho = 1.19 g/cm3. This overburden layer remains unchanged between the two surveys. To build the reservoir layer we remove a rectangular cube from the second block, allowing us to insert different fluids into our "reservoir".

For the baseline survey, we keep the second block empty, representing a gas-filled reservoir. In this case, the elastic properties of the air are Vp = 332 m/s, V_s = N/A, and rho ~ 0 g/cm3. For the monitor survey, we fill the block with water, miming a scenario where the gas in the reservoir has been replaced with brine. The elastic properties of the water are Vp = 1500 m/s, Vs = N/A, rho ~ 1 g/cm3. For the source we use a P-wave transducer with a single-cycle sine wavelet at 200 kHz, generated through the function generator. This P-wave transducer has a diameter of 10~mm. For the receivers, we use a laser vibrometer that measures the particle velocity along the direction of the laser beam (perpendicular to the surface), and sends it to the oscilloscope to be saved. The laser measures the signal at 160 points along the tape, giving us a total of 160 receivers with a sampling distance of 0.5 mm. The nearest offset in this case is 10 mm. Throughout the data acquisition the P-wave transducer is glued to the Plexiglas box, and the laser is attached to a stage that stably moves it along the tape. This allows for a controlled and repeatable time-lapse experiment. Summarising, the experimental set-up allows us to record 160 "wiggles" for each of the two different reservoir-states, composing two "shot-gathers".

Directories contains the 160 wiggles recorded during the two different experiments
DOI: 10.17632/7mz3z334mc.1
title: Tibel COVID – 19 dataset

description: The assessment of the serum soluble ST2 in COVID – 19 spss dataset
DOI: 10.17632/9nj27v7cgy.2
title: Implementing the Pull Production System: An Action Research  published by RAC-Revista de Administração Contemporânea

description: Context: there is little empirical evidence of the relationship between the implementation of lean techniques (such as the pull system) and their real effect on the performance of the supply chain.Objective: the purpose of this paper was to describe the process of implementing the production logic pulled in the supply chain, reporting the historical evolution of indicators, such as stock levels and lead limes over 23 months of intervention. Methods: an action research project was carried out describing the steps of the intervention in the chain between the years 2017, 2018 and 2019, divided into phases, that is: planning, data collection, implementation of the action, analysis and evaluation of the results. Results: the main contribution was to demonstrate that the production shift pushed to pull in the survey positively impacted the lead time, inventory and planning routines indicators. There was a reduction of more than 30% for the levels of inventories and about 40% for the lead-times in addition to the increase of the assertiveness of the sales forecast.Conclusion: the paper can be a possible reference for organizations that want to promote similar changes in their supply chains and significantly change the planning routine of their suppliers and distributors through the implementation of the pulled logic.
DOI: 10.17632/b9fc88wp4x.3
title: Design of experiments in humanitarian logistics: Facility decision making in disaster preparedness

description: This is the experimental data from the article: 
Renata Turkes, Kenneth Sörensen, Daniel Palhazi Cuervo, Design of experiments in humanitarian logistics: Facility decision making in disaster preparedness.

In the article, we focus on the problem of advance procurement and pre-positioning of emergency supplies at strategic locations in order to better prepare for a disaster. We carry out an extensive computational study to identify the instance characteristics (independent variables, factors) and their interactions that have the most significant influence on the facility decision making (dependant variable, response), and to gain an understanding of these effects. The experimental data consists of:

- demand_graphs.zip, that contains the baseline information about different disasters, used to define the pre-positioning problem instances, 
- experimental_results.xlsx, that stores the response for each combination of factor levels, and
- READ_ME.pdf, a detailed description of the data.

The data can be used to replicate the study and/or gain a better understanding of the pre-positioning or related problems.
DOI: 10.17632/6zm6jj97yf.1
title: Dataset of 'Effects of grain size on subaerial granular landslides and resulting impulse waves: experiment and multi-phase flow simulation'

description: The dataset is part of the study, titled "Effects of grain size on subaerial granular landslides and resulting impulse waves: experiment and multi-phase flow simulation" (DOI: 10.1007/s10346-021-01760-z).

Figure03 contains the experimental images and the spatial distributions of simulated sand concentration (c) and simulated water saturation (s) for Case 1.

Figure04 contains the time series of the measured free surface displacements and the simulated ones for Case 1.

Figure05 contains the simulated flow front position, the simulated wave height, and the simulated wave crest position for Case 1.

Figure06 contains the experimental images and the spatial distributions of simulated sand concentration (c) and simulated water saturation (s) for Cases 1-4.

Figure07 contains the measured maximum free surface displacement(Eta_max_Experiment) and simulated ones (Eta_max_simulation) for the different particle diameters (Diameter).

Figure08 contains the simulated solid velocity fields, the simulated fluid velocity fields, the simulated dimensionless drag force, and the simulated dimensionless buoyancy for Case 1.   

Figure09 contains the simulated solid velocity fields, the simulated fluid velocity fields, the simulated dimensionless drag force, and the simulated dimensionless buoyancy for Case 4.

Figure10 contains the time series of the simulated dimensionless total frictional force for Cases 1-4.

Figure11 contains the time series of the simulated dimensionless buoyancy and drag force for Cases 1-4.

Figure12 contains the measured air-sand interface and the simulated dimensionless friction force for Cases 5 and 6.
DOI: 10.17632/3pdnhgjdvr.2
title:  Supplementary figures and table in Long-term Results of Nail Correction with Double Wires for Ingrown Toenails in Adults 

description: Supplementary figures; S1a, S1b,S2a, S2b, S3b, S3c, S4a, S4b
Supplementary table; S3
DOI: 10.17632/p8d75psxk4.2
title: Data set of Malaysian Undergraduates’ Challenges and Future Preference for E-learning  During the COVID-19 Pandemic

description: This data set contains data on Malaysian undergraduates’ challenges and future preference for e-learning. Challenges for e-learning include infrastructure, training, support and resources, discipline, advantages, disadvantages and learning outcome.
DOI: 10.17632/bn2p7b5msn.1
title: Datasets on the number of hospitalized, discharged, and death cases caused by Covid-19, and their prediction in Bushehr province, Iran

description: This dataset indicates the current and future trends of three indicators related to Covid-19 in Bushehr province, Iran.
Figure 1  shows the daily trends of the number of hospitalized, discharged, and death cases caused by Covid-19  in Bushehr province between May 13, 2020, and April 1, 2021. As shown in this figure, all three indicators have seasonal and irregular changes.
First, the number of discharged and death cases have been predicted according to their relationship with the number of hospitalized cases using the MLP model. The structure of the proposed MLP model is shown in Figure 2. Then, the MC model has been used to improve the performance of the MLP model in prediction. The residual errors between the actual and predicted data by the MLP model for each indicator and the corresponding states are shown in Table 1. Figure 3 shows the forecast results of the next 40 days (April 2, 2021, to May 11, 2021) using the MLP-MC model for the two indicators of the number of discharged and death cases. Also, these values are shown in detail in Table 2.
DOI: 10.17632/k8h5nw39pn.5
title: Development on Chinese Version of Family Ritual Questionnaire

description: Family ritual questionnire (Chinese version) Data_Updated
DOI: 10.17632/sxcygkvgd9.1
title: Steiner et al. Telmen 2021

description: Data S2: Presence- absence data matrix of 331 Cambrian Stage 3 Small Skeletal Fossil (SSF) taxa based on literature data and own observations from 35 terrains utilized for hierarchical cluster analysis (Figure 5). 
Data Set S4. C-O Isotope compositions in Telmen carbonates relative to Vienna Pee Dee Belemnite (V-PDB) in ‰.
Data Set S5. U-Pb ratios and calculated ages derived from single spot LA-ICP-MS analyses on Telmen, Tuva and Zhavkhan Terrain detrital zircons. The data set can be found under:
DOI: 10.17632/zf9bdh9jr6.1
title: Supplementary Table 1. The correlation of serum FSH, E2 levels and the growth of ovarian follicles, as well as mature oocytes retrieved

description: The correlation of serum FSH, E2 levels and the growth of ovarian follicles, as well as mature oocytes retrieved (EXTENDED INJECTION INTERVALS OF GONADOTROPINS BY INTRADERMAL ADMINISTRATION IN IVF TREATMENT)
DOI: 10.17632/mzky273yy9.1
title: Emulsion-filled gelatin hydrogels: Mechanical behavior under small and large deformations

description: Data related to peer-reviewed research articles
(1) A.J. Gravelle and A.G. Marangoni, Effect of matrix architecture on the elastic behavior of an emulsion-filled polymer gel, Food Hydrocolloids, 119 (2021) 106875. https://doi.org/10.1016/j.foodhyd.2021.106875
(2) A.J. Gravelle and A.G. Marangoni, The influence of network architecture on the large deformation and fracture behavior of emulsion-filled gelatin gels, Food Structure, 29 (2021) 100193. https://doi.org/10.1016/j.foostr.2021.100193.

Full data set published in open access journal Data in Brief: A.J. Gravelle and A.G. Marangoni, Dataset on the small- and large deformation mechanical properties of emulsion-filled gelatin hydrogels as a model particle-filled composite food gel.
Parameters of data collection: Gelatin gels: protein content of 2, 4, 6, or 8 wt%; pH 4.0 or pH 6.0; emulsion volume fraction of 0, 0.054, 0.108, 0.161, 0.214, 0.266, and 0.318; Cylindrical pucks (height: 10 mm; diameter: 22 mm) compressed via uniaxial compression; Compression rate: 1.0 mm/sec; final compression strain of 85%. Force-deformation test conducted using TA.XT2 Texture Analyzer (Stable Micro Systems, Texture Technologies Corp., Scarsdale, NY, USA).
Small deformation: Determination of elastic modulus of fat-filled composite gels (Ec) from initial linear region (≤ 10% strain).
Large deformation: Determination of true fracture strain (ε*) and true fracture stress (σ*) at fracture point.

Full description of data may be found in associated Data in Brief article (A.J. Gravelle and A.G. Marangoni, Dataset on the small- and large deformation mechanical properties of emulsion-filled gelatin hydrogels as a model particle-filled composite food gel)
DOI: 10.17632/p2kgpv7hcp.1
title: Datatset - Intraprosthetic dislocation of the dual mobility total hip arthroplasty; does head size matter?

description: The main purpose of this study was to evaluate if there was a difference in frequencies of IPD between 22.2mm head DMCs compared to 28mm head DMCs. A secondary purpose was to evaluate the rate of LADs and overall dislocation rate between both groups.This was a single-center retrospective cohort study, using data from patients receiving DMCs between January 2011 and September 2020. All DMCs were included except those who were lost to follow-up within the first six weeks after surgery. A total of 429 DMCs, representing 411 patients, were included and divided into two groups: 22.2mm DMCs (n=124) and 28mm DMCs (n= 305). The statistical data-analysis showed there was no difference in the rate of IPDs between 22.2mm DMCs and 28mm DMCs, but there was a significant higher rate of LADs in the 22.2mm DMC, which may be due to the smaller diameter of the liners.
The Excel-file contains the patients raw data (including patient characteristics and outcome variables) of the TBA study (Netherlands Trial Register number NL9511).
DOI: 10.17632/2z7s5c5d7g.1
title: 社区物流配送满意度相关数据

description: Related data were collected and 231 valid questionnaires on customers’ experience with logistics services were obtained. we select the platform https://jinshuju.net/login as the channel for us to obtain related data on consumer satisfaction behavior that we require in our research.
DOI: 10.17632/hhwh69wy6n.1
title: Working memory and language in drug resistant unilateral focal temporal loe epilepsy

description: The database contains information regarding the contribution of working memory and language measures to verbal learning and memory in 70 epileptic patients (44 with left temporal lobe epilepsy and 26 with right temporal lobe epilepsy) compared with 40 healthy controls.

This study aims to understand the unique contributions of the verbal/auditory working-memory and language in various stages of the verbal learning and memory (i.e. short-term, delayed) of drTLE patients with left (LTLE) or right (RTLE) epileptic foci, beyond the impact of the demographic information and disease-characteristics.