cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25375/uct.10057556.v1
title: Faculty perceptions of OER in India 2014-2015, ROER4D Sub-project 3

description: This study aims to map the current preconceptions and behavioural determinants that influence academics’ engagement with Open Educational Resources (OER) in India. The key objectives of this research were to examine teachers’ attitudes towards OER in select Indian universities, establish teacher perspectives on OER use in order to establish the uptake of OER in India, identify barriers to the creation and use of OER in India, identify the factors motivating teachers’ uptake of OER in India, analyse teachers’ perceptions of quality of OER in India, and investigate relationships amongst teachers’ attitudes, motivation, perceptions of quality and barriers to use OER. The project utilised a mixed methods approach consisting of a survey and interviews conducted with academics from four Indian universities. The resultant dataset includes a qualitative component (interview transcripts) and a quantitative component (survey data).<br><br>This published dataset is comprised of the teacher survey instrument and accompanying microdata, and the teacher survey interview schedule with accompanying microdata. Microdata from the 27 interviews conducted have been combined into a single file.<br><br>The dataset is considered to be of potential interest to higher education teachers, administrators and policy-makers in higher education institutions, particularly in the context of India.<br><br>This dataset was first published by DataFirst.<br>
DOI: 10.6084/m9.figshare.17152991.v1
title: WSGDI: A database of wood specific gravity for Indian forests.

description: Wood specific gravity (WSG) is an important component in biomass estimation through non-destructive allometric approach. However, a number of factors like climatic condition, soil, disturbance, management practice, geographic location etc. have huge impact on WSG variation. The present data set provides a collective WSG data for different species (333) consisting of 711 individuals procured from already published research paper for 11 forest groups of India occurring in different climatic and edaphic conditions. It also includes WSG data of a number of juvenile tree species for tropical dry deciduous forest. A number of studies in India have not considered WSG value in biomass estimation of juvenile trees. However, previous reports of Chaturvedi et al. (2012) suggested that the use of WSG in biomass estimation provide better result than using only the diameter and height as variables. It also includes samples/ species column for getting information about the number of samples considered for WSG determination. Especially this data set will be helpful to get WSG data on the basis of similar climatic condition, forest group according to the need of the future studies and this may minimize the source of WSG variation which would ultimately minimize variation in biomass and carbon estimation. It will also help to provide WSG data for allometric model development. Also it will be help to study the physical property (strength) of wood. Further, use of this database will save the time of workers as it is easily assessable and it provides WSG value of a number of species at one place.
DOI: 10.6084/m9.figshare.26406193.v2
title: Data files containing path distances and metrics of simulated paths

description: These .Rdata files are used in the "modified path selection function and figures.R" script to calculate path distances and other metrics described in "Wolverines use spatial memory to plan efficient routes through rugged terrain."
DOI: 10.6084/m9.figshare.27636804.v1
title: Long-term grazing effects on soil-borne pathogens are driven by temperature

description: Raw data:Location:MEADOW=Meadow steppe; TYPICAL=Typical steppe;DESERT=Desert steppe.P=Site Q=plot G: HG=Grazed; NG=non-grazed.MAT=Mean annual temperature MAP=Mean annual precipitation SMAT=Standardized mean annual temperature SMAP=Standardized mean annual precipitation PSR=Plant species richness PE=Plant Simpson's evenness index PSRLOG=Plant species richness (log-transformed) SPSR=Standardized plant species richness SPE=Standardized plant Simpson's evenness index PPPR= Soil-borne fungal plant pathogen proportions PPSR= Soil-borne fungal plant pathogen richness PPSRLOG= Soil-borne fungal plant pathogen richness (log-transformed) RNC=Community-level root nitrogen concentration DRNC=Dominant species root nitrogen concentration. LNN is the data of log ratio of the soil-borne fungal plant pathogen richness and proportions. plantpathogen community is the soil-borne plant pathogen community composition. pathogen-HG is the soil-borne plant pathogen community composition in grazing grasslands. pathogen-NG is the soil-borne plant pathogen community composition in non-grazing grasslands. plant community - HG is the plant community composition in grazing grasslands. plant community - NG is the plant community composition in non-grazing grasslands. CLIMATE is the climate data of sampling sites. CB-code is the R scripts used for data analysis.<br>
DOI: 10.6084/m9.figshare.28916132.v1
title: <b>Short-forbs can be suppressed by dominant plants through vegetative and reproductive interactions in an community</b>

description: The manuscript details a long-term two-factor removal experiment conducted in an alpine meadow to investigate the impact of grasses and tall-forbs on the reproductive success of short-forbs. Through the assessment of various plant traits, pollinator visitation frequency, and seed set, our research reveals the complex interplay between vegetative and reproductive interactions and their synergistic effects on plant fecundity. This mechanistic dissection of species interactions reveals how anthropogenic drivers - particularly fertilizer inputs and climate warming - could accelerate the decline of short-statured species through amplified plant competition. By quantitatively partitioning abiotic versus biotic mediation of interspecific competition, we establish a framework for predicting biodiversity responses to global change scenarios. Importantly, our findings identify pollinator-mediated reproductive interactions as an underappreciated process complementing traditional resource competition paradigms in alpine ecosystems.
DOI: 10.6084/m9.figshare.5129812.v1
title: Supplementary Material for: Nicotinic Acetylcholine Receptors in Head and Neck Cancer and Their Correlation to Tumor Site and Progression

description: <b><i>Background:</i></b> Nicotine contributes to tumorigenesis through stimulation of nicotinic acetylcholine receptors (nAChRs) in head and neck squamous cell carcinoma (SCC). Although many factors have been found to be involved in the pathogenesis of head and neck cancer, the effect of nAChRs is still unclear. The study provides information on different subtypes in SCC and normal mucosa (NM) and their clinicopathological correlation to tumor progression. <b><i>Methods:</i></b> SCC (n = 34) of oropharynx, hypopharynx, larynx and corresponding NM (n = 38) were analyzed by quantitative real-time polymerase chain reaction, immunoblotting and immunohistochemistry and correlated to tumor grading and Union for International Cancer Control (UICC) stage. <b><i>Results:</i></b> nAChR subtypes α1, α3, α5 and α7 were found in NM and SCC of the upper aerodigestive tract with high rates of α1 and α5 in SCC. An overexpression of α1 was found in laryngeal and hypopharyngeal SCC, while α3 and α7 subunits were downregulated. The expression of α1 and α5 subunits increased with tumor progression. <b><i>Conclusion:</i></b> The nAChR subunit pattern shows a difference between NM and SCC and changes in the process of tumor progression. Therefore, it is conceivable that it contributes to tumorigenesis. The findings provide a basis for further studies in prognostic assessment and identifying carcinogenic changes from NM to SCC.
DOI: 10.6084/m9.figshare.5483461.v1
title: 'Which tree' simulations

description: This archive contains simulation parameters, simulated genomes and alignments as well as assemblies and annotations from simulated error-prone reads from a known phylogeny.
DOI: 10.17632/38vjzdpyg9
title: Piparo mud volcano

description: Electrical resistivity tomography method was used to monitor near-surface structures of a mud volcano in Piparo, Trinidad. This method utilizes the Wenner array electrode configuration, electrode spacing of 3 m, and 14 parallel lines spaced at 12 m apart. We acquired data at two different times. The first dataset were acquired in July 2018. On the 21st of August 2018, a magnitude 6.9 earthquake occurred near the northern coast of Venezuela, and greatly affected the study area, as well as the majority of Trinidad. The second dataset were acquired in January 2019. The data (electrical resistivity data.rar) contain: July 2018 2D and pseudo-3D data sets January 2019 2D and pseudo-3D data sets
DOI: 10.17632/g5h5gktwnd
title: Dataset for internal corrosion using a Dynamic Object Oriented Bayesian Network 

description: This dataset provides the probabilistic relationships between the variables used in the development of a Dynamic Object Oriented Bayesian Network for assessing the risk of asset failure due to internal corrosion.
DOI: 10.17632/pb85s4tv23
title: Romantic Attachment and Support Adequacy in New Mothers (Materials)

description: The self-report materials used for a doctoral study examining the relationship between romantic attachment and social support (published in the journal of social psychology).
DOI: 10.17632/z3byd8jyfn
title: Data for: Methodology of Köppen-Geiger-Photovoltaic climate classification and implications to Worldwide Mapping of PV System Performance
DOI: 10.6084/m9.figshare.14706372.v1
title: KDDTest+

description: KDDTest+ - The full NSL-KDD test set including attack-type labels and difficulty level in CSV format
DOI: 10.6084/m9.figshare.22638488.v1
title: COMPARISON OF EMISSIONS AND ENGINE PERFORMANCE OF CRAMBE BIODIESEL AND BIOGAS

description: ABSTRACT The combination of crambe (Crambe abyssinica L.) biodiesel and biogas could be a renewable energy alternative for internal combustion engines. Therefore, the emissions and engine performance of crambe biodiesel blends (B0, B10, B30, B50, B75, and B100) were evaluated in both the dual mode (biogas) and normal mode (biodiesel). The tests were performed on a 5-kVA generator engine at loads ranging from 1 to 4 kW. The power generated in the normal mode was 17% lower than that generated in the dual mode. The dual mode showed a lower specific fuel consumption than the normal mode. In the normal mode, loss of power occurred as the proportion of biodiesel increased. Furthermore, nitrogen oxide emissions decreased with the addition of biogas. In the dual mode, the emissions increased as the biodiesel content increased. Carbon monoxide emissions decreased in both the normal and dual modes with an increase in biodiesel. The addition of biogas in the dual fuel mode with crambe biodiesel is an efficient alternative for partial substitution of diesel.
DOI: 10.6084/m9.figshare.28431764.v1
title: Table 1_RIA-Novosti on Latvia Poland and Serbia_2014-2021.pdf

description: A full list of researched media materials published by RIA Novosti on Latvia, Poland and Serbia, along with their subject matter and description.
DOI: 10.17632/svg2tscvzs
title: Data for: COUNTRY-SPECIFIC DEMAND ELASTICITIES FOR FOREST PRODUCTS: ESTIMATION METHOD AND CONSEQUENCES FOR LONG TERM PROJECTIONS

description: Panels of data for 180 countries and time-series from 1992 to 2016 for 7 groups of forest products, consumption, price, and Gross Domestic Product.
DOI: 10.6084/m9.figshare.20044039.v1
title: Analysis of reliability, accuracy, sensitivity and predictive value of a subjective method to classify facial pattern in adults

description: ABSTRACT Introduction: Craniofacial pattern diagnosis is vital in Orthodontics, as it influences decision-making regarding treatment options and prognosis. Capelozza Filho proposed a subjective method for facial classification comprising five patterns: I, II, III, Long Face and Short Face. Objective: To investigate the accuracy of a subjective classification method of facial patterns applied to adults. Methods: A sample consisting of 52 adults was used for this study. Frontal and lateral view photographs were taken with subjects at rest position, including frontal smile. Lateral cephalometric radiographs were organized in a PowerPoint® presentation and submitted to 20 raters. Method performance was assessed by examining reproducibility with Kappa test and calculating accuracy, sensitivity and positive predictive values, for which 70% was set as critical value. The gold standard of the classification was personally set by the author of the method. Results: Reproducibility was considered moderate (Kappa = 0.501); while accuracy, sensitivity and positive predictive values yielded similar results, but below 70%. Conclusions: The subjective method of facial classification employed in the present study still needs to have its morphological criteria improved in order to be used to discriminate the five facial patterns.
DOI: 10.6084/m9.figshare.22362793.v1
title: GDSC008 matrix results

description: GDSC008 matrix results
DOI: 10.6084/m9.figshare.24219238.v1
title: Alignment and phylogenetic tree of section Habrostictis

description: ITS+LSU alignment and tree of section <i>Habrostictis</i> (<i>Orbilia</i>) including Orbilia multiserpentina. The phylogenetic tree was based on a Maximum Likelihood analysis from the combined ITS / LSU sequence alignment. Analyses were done on the Phylosuite v. 1.2.3 platform (Zhang et al. 2020). The alignment was performed with MAFFT v. 7 (Katoh & Standley 2013) and manually checked and trimmed. The ML phylogenies were inferred using IQ-TREE 2 (Minh et al. 2020) under the model automatically selected by IQ-TREE for 5 000 ultrafast (Minh et al. 2013) bootstraps. Bootstrap support values and Bayesian posterior probabilities are given at the nodes. <i>Orbilia poitevinica </i>and <i>O</i>. <i>paravitalbae </i>were used as outgroup. The novel taxon is indicated in <b>bold</b>. The scale bar on the tree indicates the expected number of changes per site
DOI: 10.6084/m9.figshare.27311319.v1
title: Migration intention data.xlsx

description: Migration intention of the students for student migration
DOI: 10.6084/m9.figshare.28255265.v2
title: CTI Dataset

description: Tri-Modal Imaging (CTI) dataset, an anonymized, multimodal, and annotated collection of medical images from Beijing Tongren Hospital (2013-2019) encompassing Fluorescence Angiography (FA), Indocyanine Green Angiography (ICGA), and Ocular Ultrasound (US) images. The construction of this dataset was approved by the Ethics Committee of Beijing Tongren Hospital. The CTI dataset includes images from patients diagnosed with benign hemangioma, secondary metastatic carcinoma to the eye, or primary choroidal melanoma, comprising a total of 750 subjects, with 344 female subjects having an average age of 47.3 ± 13.0 years and 406 male subjects having an average age of 47.0 ± 13.5years. Specific for each category, there are 542 patients with choroidal melanoma (FA: 379, ICGA: 359, US: 377), 128 patients with choroidal hemangioma (FA: 90, ICGA: 78, US: 99), and 80 patients with choroidal metastatic carcinoma (FA: 50, ICGA: 49, US: 71). The numbers indicate the quantity of imaging studies for each specific imaging modality. Note that not every patient has images across all modalities.
DOI: 10.17632/s3h7n7jyr4
title: Irregular distribution of grid cell firing fields in rats exploring a 3D volumetric space: summary dataset and analysis package

description: Summary dataset (in Matlab table format) and analysis codes (Matlab .m files) for Grieves, Jedidi-Ayoub, Mishchanchuk, Liu, Renaudineau, Duvelle and Jeffery (2021) Irregular distribution of grid cell firing fields in rats exploring a 3D volumetric space, Nature Neuroscience. The methods used to collect the data can be found in this paper.

Spike and LFP data are provided in a summarised format in the sdata.mat file. Each row of this file represents a trial. On average rats completed 3 trials per day/session (2 arena trials and a lattice maze trial between them).

Behavioural data, tracking data and general session information is provided in the bdata.mat file. Each row of this file also represents a trial. 

The script 'gridtest.m' performs two functions, first it can run through every row of these tables and analyse the data/add information to the table. Second, it can produce the main figures used in the paper given these tables.
DOI: 10.6084/m9.figshare.20284611.v1
title: Supplementary Material for: Optimized Signal Analysis to Quantify the Non-Linear Behaviour of the Electrically Evoked Vestibulo-Ocular Reflex in Patients with a Vestibular Implant

description: <b><i>Introduction:</i></b> Different eye movement analysis algorithms are used in vestibular implant research to quantify the electrically evoked vestibulo-ocular reflex (eVOR). Often, standard techniques are used as applied for quantification of the natural VOR in healthy subjects and patients with vestibular loss. However, in previous research, it was observed that the morphology of the VOR and eVOR may differ substantially. In this study, it was investigated if the analysis techniques for eVOR need to be adapted to optimize a truthful quantification of the eVOR (VOR gain, orientation of the VOR axis, asymmetry, and phase shift). <b><i>Methods:</i></b> “Natural” VOR responses were obtained in six age-matched healthy subjects, and eVOR responses were obtained in eight bilateral-vestibulopathy patients fitted with a vestibular implant. Three conditions were tested: “nVOR” 1-Hz sinusoidal whole-body rotations of healthy subjects in a rotatory chair, “eVOR” 1-Hz sinusoidal electrical vestibular implant stimulation without whole-body rotations in bilateral-vestibulopathy patients, and “dVOR” 1-Hz sinusoidal whole-body rotations in bilateral-vestibulopathy patients using the chair-mounted gyroscope output to drive the electrical vestibular implant stimulation (therefore also in sync 1 Hz sinusoidal). VOR outcomes were determined from the obtained VOR responses, using three different eye movement analysis paradigms: (1) peak eye velocity detection using the raw eye traces; (2) peak eye velocity detection using full-cycle sine fitting of eye traces; (3) peak eye velocity detection using half-cycle sine fitting of eye traces. <b><i>Results:</i></b> The type of eye movement analysis algorithm significantly influenced VOR outcomes, especially regarding the VOR gain and asymmetry of the eVOR in bilateral-vestibulopathy patients fitted with a vestibular implant. Full-cycle fitting lowered VOR gain in the eVOR condition (mean difference: 0.14 ± 0.06 95% CI, <i>p</i> = 0.018). Half-cycle fitting lowered VOR gain in the dVOR condition (mean difference: 0.08 ± 0.04 95% CI, <i>p</i> = 0.009). In the eVOR condition, half-cycle fitting was able to demonstrate the asymmetry between the excitatory and inhibitory phases of stimulation in comparison with the full-cycle fitting (mean difference: 0.19 ± 0.12 95% CI, <i>p</i> = 0.024). The VOR axis and phase shift did not differ significantly between eye movement analysis algorithms. In healthy subjects, no clinically significant effect of eye movement analysis algorithms on VOR outcomes was observed. <b><i>Conclusion:</i></b> For the analysis of the eVOR, the excitatory and inhibitory phases of stimulation should be analysed separately due to the inherent asymmetry of the eVOR. A half-cycle fitting method can be used as a more accurate alternative for the analysis of the full-cycle traces.
DOI: 10.6084/m9.figshare.22132940.v2
title: Does spatial thinking ability relate to performance when using web-mapping services? A survey with digital natives

description: dataset.7z contains all csv files that comprise the sellected survey data and are used in the analysis. web_mapping_apps questionnaire.pdf includes the tasks that participants had to perform using Google Maps and Bing Maps or HERE WeGo survey_2021.R constitutes the R script of the statistical analysis. It genertate figures and contents of the tables of the paper.
DOI: 10.6084/m9.figshare.25965286.v1
title: plantar fasciitis.xlsx

description: We have assessed the efficacy of physiotherapy through stretching exercises and therapeutic ultrasound versus intralesional corticosteroids in treating plantar fasciitis throughout a 3-month follow-up using visual analogue score and foot and ankle ability measure score. Of the 60 study participants, 30 patients who underwent physiotherapy showed an improvement in the mean VAS score from 6.4 to 3 and a mean FAAM score of 50%. The remaining 30 individuals who were given intralesional corticosteroid injections showed an improvement in the mean VAS score from 6.8 to 2.5 and a mean FAAM score of 53% hence concluding that intralesional corticosteroid injection is a better treatment modality for short-term pain relief of plantar fasciitis.
DOI: 10.6084/m9.figshare.28375538.v1
title: Materials Database from All-electron Hybrid Functional DFT Calculations

description: This collection contains the data from high-throughput hybrid functional calculations for 7024 materials curated with a focus on their thermodynamic and electrochemical stability. The ASE databases <b>pbesol.db </b>& <b>hse06.db </b>in the folder <b>data/databases</b> consist of electronic structure data from <b>DFT-PBE</b> and <b>DFT-HSE06 </b>calculations. The stability related properties for these materials such as formation energies, decomposition energy from Phase & Pourbaix diagrams, etc. are available in the CSV and JSON formats in the folder <b>data/processed_data</b> for materials for which they could be computed (no formation energies for elemental solids as they are considered as references). The scripts used for curating and analyzing the data are available in the<b> scripts</b> folder, and the figures are provided in the <b>figures </b>folder.
DOI: 10.6084/m9.figshare.13203980.v1
title: PPC data - trial-shuffled - catch questions

description: This dataset belongs to the Collection:<br>ter Wal, Marije; Linde Domingo, Juan; Lifanov, Julia; Roux, Frederic; Kolibius, Luca; Gollwitzer, Stephanie; et al. (2020): Data for: Theta rhythmicity governs the timing of behavioural and hippocampal responses in humans specifically during memory-dependent tasks. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.5192567<br><br><br>The dataset contains the following data:<br>Trial label-shuffled PPC data (100 repetitions) from hippocampal microwire recordings from 10 iEEG patients while they answered catch questions during the retrieval phase of a memory task.<br>The PPC data have been fully anonymized to protect the identity of the patients: information that could reveal the implantation scheme of specific patients has been removed. To this end, the original channel labels have been removed and replaced by bundle IDs.<br>For more details about the data please see the Collection