cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.95449.v6
title: Infection of the zebra mussel with its commensal ciliate Conchophthirus acuminatus

description: This dataset contains records of infection of the invasive bivalve mollusc Dreissena polymorpha (zebra mussel) with its commensal ciliate Conchophthirus acuminatus. For more details see the original publication: Mastitsky SE (2012) Infection of Dreissena polymorpha (Bivalvia: Dreissenidae) with Conchophthirus acuminatus (Ciliophora: Conchophthiridae) in lakes of different trophy. BioInvasions Records 1(3): 161-169 The following variables are included in the dataset: - Month: sampling month - Day: sampling day, starting from 0 - the first day of study - Lake: the waterbody sampled - Site: sampling site within Lake - Length: shell length of the dissected zebra mussels (mm) - Infection: number of the ciliates Conchophthirus acuminatus found in a mollusc
DOI: 10.17632/gj3ttw775s
title: Particulate matter level determines the growth and cloud forming potential of nucleated particles

description: The case datasets of the new particle events including particle number size distribution (PNSD), non-refractory submicron aerosol species, CCN number concentrations (NCCN)) are shown here during two campaigns. One campaign in China was conducted from 28 August to 24 September 2015 in Beijing (BJ). The sampling site in urban Beijing (39.97°N, 116.37°E, ASL: 49 m) is situated in the Tower branch of Institute of Atmospheric Physics, Chinese Academy of Sciences. The other campaign was conducted in Xingtai (XT, 37.18oN, 114.36oE, ASL: 180 m), which is located at the national weather station in southern Heibei province. The experiment period was from 6 May to 28 May 2016. While the bulk CCN number concentration was measured by the DMT-CCNc. The aerosol PNSDs were spanned the size range of 15-600 nm and 15–685 nm at BJ and XT site, respectively. The non-refractory submicron aerosol species are including organics, sulfate (SO4), nitrate (NO3), ammonium (NH4), and chloride (ChL).
DOI: 10.6084/m9.figshare.28861538.v1
title: This folder contains the data from the paper '' Optimization of Product Yield per Substrate with DBTL approach'' by Elias Mert Mayadag.

description: This work submitted to the University of Wagenigen, Netherlands for the ''Automation in Synthetic Biology SSB56806_2025 course.
DOI: 10.6084/m9.figshare.5786730.v1
title: Progressive Variable Focal Lens Example

description: This is a Zemax OpticStudio lens file associated with the technical note "Progressive lens approach to variable focus without moving parts in electronic imaging systems," by Ronian Siew (see reference below). To use this file, you must use the Zemax OpticStudio optical design program (at least version 16 and above). The lens is a simple aspheric element whose surface provides variable focal length. As the aperture stop is shifted vertically from Y = 0 mm to Y = 12 mm above the optic axis, the lens accommodates for an object at 250 mm to infinity. To shift the aperture stop, vary the "Decenter Y" parameter on Surface 4. To read the paper associated with this file, click the following link: https://dx.doi.org/10.6084/m9.figshare.5786733<br>
DOI: 10.17632/pgjvbwznk5
title: A Bills of Materials Dataset for Buildings Made of Mass Timber, Structural Steel, and Reinforced Concrete Using the 2021 International Building Code Provisions

description: This dataset compiles a bill of material for buildings in the United States made of mass timber (MT), structural steel (SS), and reinforced concrete (RC). The buildings are classified as IVA-18-story, IVB-12-story, and IVC-8-story and are designed in compliance with the International Building Code 2021 (IBC 2021). The Athena Impact Estimator for Buildings (IE4B) was used to generate the bills of material for the Environmental Impact Assessments for the reference study period (RSP) of 75 years (ASTM 2022; EN 2011) and to conduct the whole building life-cycle assessment (WBLCA). Additionally, bills of material and WBLCA for the RSP of 60 years were generated for sensitivity analysis. Due to one of the potential changes in the fire rating in the upcoming International Building Code 2024 (IBC 2024), an additional dataset for the buildings in the category IVB-12-story was created to perform sensitivity analysis to show the different WBLCA results.
DOI: 10.6084/m9.figshare.12971009.v1
title: MERRA-2 Surge Reconstruction

description: A daily maximum storm surge reconstruction for 840 tide gauge locations around the globe. The surge reconstruction is based on the MERRA-2 atmospheric reanalysis product
DOI: 10.6084/m9.figshare.24219340.v1
title: Official Twitter Accounts of Anime in the Summer of 2022

description: Tweets and follower counts of official anime accounts in the Summer of 2022
DOI: 10.6084/m9.figshare.26462893.v1
title: Data file: A Brief Inquiry of Intergenerational Mobility Among the White-Collar Workers in Mizoram

description: This paper examines the relationship between socioeconomic background, educational credentials, and occupational trajectories across generations among white-collar workers in Mizoram. Focusing on directly appointed Group A (Gazetted) officers with less than twenty years of service, the study employs a mixed-methods approach, primarily using original, first-hand data. It investigates whether educational achievement drives social stratification in environments with limited upward mobility prospects. The paper explores intergenerational dynamics between parental socioeconomic position, academic achievement, and offspring's educational attainment and adult social standing. Additionally, it examines disparities in social mobility opportunities between individuals of urban and rural origins. Findings indicate that educational attainment significantly influences social status transformation, but parental educational level has no discernible impact on offspring's academic outcomes. Occupational mobility is lower than educational mobility, with many individuals entering the same occupation as their parents. Urban origins have better opportunities than rural origins, highlighting persistent disparities in social mobility. The paper provides insights into the complex relationships between socioeconomic background, education, and occupation in Mizoram, with implications for policy and practice aimed at promoting social mobility and reducing inequality.
DOI: 10.6084/m9.figshare.28200776.v1
title: <b>Optimizing cover cropping </b><b>application</b><b> for sustainable crop production</b>

description: A global meta-analysis of 3,160 observations from 271 studies.
DOI: 10.6084/m9.figshare.28555058.v1
title: FigShare - A Two-Year Incubation Study: Investigating the Vertical Transport of Microplastics in Soil and Their Impact on Soil Pore Development

description: This study investigated the impact of microplastics (MPs) on soil structure and their vertical transport through a two-year field experiment using 45 re-packed soil columns. Three treatments were applied: polyethylene terephthalate fragments or fibers mixed into the topsoil, and a control without MPs, with soil structure monitored using X-ray tomography.
DOI: 10.17632/8dkz84wgkj
title: Stand-Up Comedy Text

description: Stand-up comedy Text refers to the written material used by comedians during their performances, which includes jokes, anecdotes, punchlines, and humorous observations. These texts are typically structured to build comedic tension and deliver a satisfying punchline. Stand-up comedy texts often cover a wide range of topics, from everyday life situations to social commentary, allowing comedians to engage and entertain audiences through a mix of timing, delivery, and relatability. The unique aspect of stand-up comedy text lies in its rhythm, tone, and balance between narrative and humor, making it distinct from other forms of written entertainment.
DOI: 10.17632/cnfkpk2t8m
title: Single-cell metabolic dynamics of early activated CD8 T cells during the primary immune response

description: Mass cytometry data from the paper.
DOI: 10.17632/sxmtz2m57f
title: Public concern about, and desire for research into, the human health effects of marine plastic pollution: R script

description: Four R scripts, used for creating: 1) Sample wide weighted means of public concern for the human health impacts of 16 marine threats including marine plastic pollution and country level breakdowns of these means (Figures 1 & 3). A repeated measures ANOVA via a mixed linear effect model is also scripted which tests the effect of marine threat on concern level, as well as post hoc analysis testing the differences between marine threats. 2) Sample wide weighted means of public support for research into the human health implications of 15 marine research areas, including marine plastic pollution and country level breakdowns of these means (Figures 2 & 4). A repeated measures ANOVA via a mixed linear effect model is also scripted which tests the effect of marine research area on support level, as well as post hoc analysis testing the differences between marine research areas. 3) A data frame for multi-level regression analysis. 4) Multi-level modelling predicting public concern for and desire for research into marine plastic pollution, as well as mediation analysis formally testing the mediating effect of concern.
DOI: 10.6084/m9.figshare.23972571.v2
title: TP lake CH4 emissions.xlsx

description: collected methane emissions from lakes on the Qinghai-Tibet Plateau
DOI: 10.6084/m9.figshare.26602390.v1
title: Additional file 1 of The RU_SATED as a measure of sleep health: cross-cultural adaptation and validation in Chinese healthcare students

description: Additional file 1: Table S1. Means, standard deviations, skewness, kurtosis and missing of scores on items and the RU_SATED-C scale at T1 and T2 (N = 911). Table S2. The correlation matrix of the RU_SATED-C scores on inter-item and item-total, and with the SQQ-C and the PHQ-4-C scores on subscales and global scale (N = 911). Table S3. Internal consistency and test-retest reliability of the SQQ-C and the PHQ-4-C at T1 and T2.
DOI: 10.17632/8ck8h6z3wp
title: High-speed videos of CMT, CSC and DCEN metal transfer modes during WAAM of Ti-alloy

description: Three metal transfer modes were applied in the gas metal arc welding for wire arc additive manufacturing of Ti-6Al-4V alloy. Three high-speed videos of the metal transfer process were shot, the utilized transfer modes were: Cold Metal Transfer (CMT) mode, controlled short-circuiting (CSC) mode and a conventional mode at a direct current with the negative electrode (DCEN). The videos are named accordingly to the abbreviations of the metal transfer modes.
DOI: 10.25381/cput.22337287.v1
title: Development of a real-time testbed for renewable energy integration studies

description: The datasets represent those used as part of the thesis titled, "Development of a real-time testbed for renewable energy integration studies". The dataset document titled, "Main testbed circuit section parameters", illustrates the developed testbed's main circuit, while also specifying applicable MATLAB parameters selected during the circuit setup for the case studies performed.
The dataset document titled "MATLAB Live script code", represents the author-developed MATLAB code which based on user input, automatically selects the relevant grid code requirement parameters exported to the testbed before simulation.
The document titled "V&F circuit inputs, case study 1-9 datasets" represent the grid representing input data replayed during the respective nine case studies performed.
Finally, the document titled "Case study 1-9 real-time result datasets", represents the datasets obtained from the nine real-time simulations performed, and are those used for generating the simulation result graphs used in the thesis document.
<br>
For the datasets, input data are referenced where applicable in the respective documents it appears.
Furthermore due to the nature of the study, and the type of data collected and used, no ethical clearance was required for this work.
DOI: 10.6084/m9.figshare.14045567.v2
title: Dataset1 for Robust weighted principal components analysis demodulation algorithm for phase-shifting interferometry

description: Dataset1 for Robust weighted principal components analysis demodulation algorithm for phase-shifting interferometry
DOI: 10.6084/m9.figshare.21385566.v1
title: Modifier Screen Datasets

description: Modifier screening datasets generated in the study, "A ubiquitination cascade regulating the integrated stress response and survival in carcinomas."
DOI: 10.6084/m9.figshare.24427156.v2
title: OpenCitations Meta CSV dataset of OMID identifiers for all bibliographic resources

description: This dataset contains a mapping between all the bibliographic resources included in OpenCitation Meta (https://opencitations.net/meta) identified by an OMID and their corresponding PID(s) (e.g., DOI, PMID).The dataset was released on November 29, 2023. Each line of the CSV file maps an OMID to its corresponding PID(s), e.g. "<i>br/06230199640,pmid:25088780 doi:10.1016/j.ymeth.2014.07.008</i>". This version of the dataset contains 96,860,084 bibliographic resources identified by an OMID value, and their corresponding PID(s). The size of the zipped archive is 1.8 GB, while the size of the unzipped CSV file is 4.4 GB.<b>Note:</b> The data provided in this dump is based on the state of OpenCitations Meta at the time this collection was generated.
DOI: 10.6084/m9.figshare.27018376.v1
title: Improving tensor regression by optimal model averaging

description: Tensors have broad applications in neuroimaging, data mining, digital marketing, etc. CANDECOMP/PARAFAC (CP) tensor decomposition can effectively reduce the number of parameters to gain dimensionality-reduction and thus plays a key role in tensor regression. However, in CP decomposition, there is uncertainty about which rank to use. In this article, we develop a model averaging method to handle this uncertainty by weighting the estimators from candidate tensor regression models with different ranks. When all candidate models are misspecified, we prove that the model averaging estimator is asymptotically optimal. When correct models are included in the set of candidate models, we prove the consistency of parameters and the convergence of the model averaging weight. Simulations and empirical studies illustrate that the proposed method has superiority over the competition methods and has promising applications.
DOI: 10.6084/m9.figshare.29047229.v1
title: Experimental data file of DFT

description: Experimental data file of DFT
DOI: 10.6084/m9.figshare.c.3866554_d1.v1
title: Additional file 1 of Surface EMG signals in very late-stage of Duchenne muscular dystrophy: a case study

description: Raw sEMG signals during the biceps MVICs. MAT file containing two vectors of data (30001x1) of the raw sEMG signals of the biceps (EMGb) and the triceps (EMGt). Data was measured at 1 kHz. (MAT 421 kb)
DOI: 10.15468/dl.qwaq7v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-10.6036 29.6447,-11.635 28.8496,-9.0352 28.8496,-9.0352 33.4562,-9.6631 32.8696,-9.7766 32.3158,-10.3241 31.5424,-10.3942 30.6542,-10.1716 30.2225,-10.6036 29.6447))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013230-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d4jzhzxjzj
title: Quality of Life of the Cancer Patients Receiving Home-based Palliative Care in Dhaka City of Bangladesh 

description: Quality of life
Cancer patients 
Home based pallitaive care
Bangladesh
DOI: 10.17632/r9bfyxdfw4
title: Smart Citizen Enclosures

description: The following repositories host the enclosures developed for the Smart Citizen Kit and Stations versions 1.5, 2.0 and 2.1 families designed for 3D printing and another rapid prototyping method. This work is led by IAAC Fab Lab Barcelona team under the framework of iSCAPE (Improving Smart Control of Air Pollution in Europe) project, which is funded by the European Community’s H2020 Programme (H2020-SC5-04-2015) under the Grant Agreement No. 689954. All the authors acknowledge the funding received via the iSCAPE project.
DOI: 10.17632/vk5hv33p24
title: SCK-CEN spent fuel libraries

description: This dataset is composed of a set of reference spent fuel libraries. The dataset contains the material composition and radiation emission (i.e. neutrons and gamma-rays) of spent fuel. The data was obtained with computer simulations using the ORIGEN-ARP code, which is part of the SCALE 6.1 package. Both PWR and BWR fuel geometries are included in the dataset, and for each geometry both UO2 and MOX fuel materials are considered. The dataset contains the information for spent fuel with a broad range of initial enrichment (UO2 fuel) or initial fissile content (MOX fuel), discharge burnup, and cooling times. For each simulation the neutron spectra, divided into contributions from (α,n) reactions, spontaneous fission, and total neutron emission, as well as total gamma-ray spectra are included. The neutron emission from selected isotopes is also reported, divided in contributions from (α,n) reactions and spontaneous fissions.
DOI: 10.4121/13084781.v3
title: Data of experimental study on VAWT strut airfoils

description: This dataset includes the experimentally obtained airfoil polars of 4 airfoils optimised for inclined struts of a multi-megawatt VAWT. The data and measurement campaign are discussed in the PhD thesis of D. De Tavernier.
DOI: 10.6084/m9.figshare.20415786.v1
title: Ferrero et al GRK2 Interactome SupplData.xlsx

description: Supplemental data for "<strong>Proteomic and Systemic Analysis of the Cardiomyocyte GRK2 Interactome Uncovers Injury-Dependent Signaling Bias"</strong>
DOI: 10.6084/m9.figshare.26217887.v1
title: R statistical script

description: R statistical script and ReadMe file with instructions on system requirements and how to run the script.
DOI: 10.6084/m9.figshare.28325389.v2
title: Estimation of Over-Parameterized Models from an Auto-Modeling Perspective

description: From a model-building perspective, we propose a paradigm shift for fitting over-parameterized models. Philosophically, the mindset is to fit models to future observations rather than to the observed sample. Technically, given an imputation method to generate future observations, we fit over-parameterized models to these future observations by optimizing an approximation of the desired expected loss function based on its sample counterpart and an adaptive <i>duality function</i>. The required imputation method is also developed using the same estimation technique with an adaptive <i>m</i>-out-of-<i>n</i> bootstrap approach. We illustrate its applications with the many-normal-means problem, n&lt;p linear regression, and neural network-based image classification of MNIST digits. The numerical results demonstrate its superior performance across these diverse applications. While primarily expository, the article conducts an in-depth investigation into the theoretical aspects of the topic. It concludes with remarks on some open problems. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.28715954.v1
title: Assembly on Sample by Galaxy website (Marwah Sabo)

description: This is the assembly data done by the Galaxy Ur website using the Megahit tool for water, WS, and sediment samples taken from Al-Lith Hot Springs, Saudi Arabia, for analyzing cyanobacteria.
DOI: 10.6084/m9.figshare.3145129.v1
title: Cellular aggregation in <i>Chlamydomonas</i> (Chlorophyceae) is chimaeric and depends on traits like cell size and motility

description: How the variation in phenotypic traits like cell size and motility impacts predator-induced cellular aggregation is not known. Furthermore the genetic composition of cell groups in mixed populations of <i>Chlamydomonas</i> has not been investigated. An examination of these two questions will not only enhance our understanding of <i>Chlamydomonas</i> ecology, but also shed light on the primordial steps before integrated multicellular groups were established. Group living comes with viability and reproductive costs and it is not known how these are shared if groups are genetically heterogeneous. We observed that the natural predator <i>Peranema trichophorum</i> (Euglenoidea) induced clumping in <i>Chlamydomonas</i>. When co-cultured with <i>P. trichophorum</i> cells protected themselves by forming facultative groups (reverting back to a unicellular lifestyle once predators were removed). The dynamics of group formation in different <i>Chlamydomonas</i> species and strains correlated with cell size and swimming speed. Small or less motile strains aggregated more readily than large, fast-swimming ones. Interestingly, <i>Chlamydomonas</i> groups were both intra-species and inter-species chimaeric. This suggests that the predator-induced group formation in <i>Chlamydomonas</i> involved cells coming together rather than staying together and during aggregation cells showed little or no discrimination between self and non-self. These data demonstrate that the dynamics of cell aggregation, in unicellular volvocines at least, depends on phenotypic traits like cell size and motility and high genetic relatedness is not mandatory at this initial stage. These findings further our understanding of aggregation in mixed <i>Chlamydomonas</i> populations and have implications for understanding the very first steps on the road to simple multicellularity.
DOI: 10.6084/m9.figshare.5645242.v1
title: Epoxidized natural rubber and hydrotalcite compounds: rheological and thermal characterization

description: Abstract Epoxidized natural rubber (ENR) and synthetic non-modified hydrotalcite (HT) compounds were prepared and evaluated. Natural rubber (NR) was epoxidized with 20.6% of epoxy groups from a chemical modification of the latex. A sulfur-based curing system formulation with accelerators was used. The amounts of HT in the ENR-HT compositions was varied between 0, 2, 3 and 5 phr. All compositions were evaluated as to cure parameters, rheological properties, thermal resistance and crosslink density. The results showed that the mineral filler does not have a significant influence on the cure parameters. Different methods of crosslink density determination were used (swelling at equilibrium and elastic modulus). The results turn out to be equivalent and rise as the amount of filler is increased. The best results were found for the 5 phr hydrotalcite compound (ENR-HT5).
DOI: 10.6084/m9.figshare.6124802.v1
title: cloudy catshark peptide sequences predicted on Storazame_v1.0

description: This resource is associated with our original publication https://doi.org/10.1038/s41559-018-0673-5