cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16899992.v2
title: An examination of model fit and measurement invariance of general mental ability and personality measures used in the multilingual context of the Swiss Armed Forces: A Bayesian structural equation modeling approach

description: Measurement invariance of psychological test batteries is an essential quality criterion when the test batteries are administered in different cultural and language contexts. The purpose of this study was to examine to what extent measurement model fit and measurement invariance across the two largest language groups in Switzerland (i.e., German and French speakers) can be assumed for selected general mental ability and personality tests used in the Swiss Armed Forces’ cadre selection process. For the model fit and invariance testing, we used Bayesian structural equation modeling (BSEM). Because the sizes of the language group samples were unbalanced, we reran the invariance testing with the subsampling procedure as a robustness check. The results showed that at least partial approximate scalar invariance can be assumed for the constructs. However, comparisons in the full sample and subsamples also showed that certain test items function differently across the language groups. The results are discussed regarding the three following issues: First, we critically discuss the applied criterion and alternative effect size measures for assessing the practical importance of non-invariances. Second, we highlight potential remedies and further testing options, that can be applied, once certain items have been detected to function differently. Third, we discuss alternative modeling and invariance testing approaches to BSEM and outline future research avenues.
DOI: 10.6084/m9.figshare.19729480.v3
title: Predicting short-term PM2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network

description:   
The compressed package (study code.zip) contains the code files implemented by an under review paper ("Predicting short-term PM2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network").
<br>
Among the study code.zip, main.py is the model code based on a multi-branch temporal graph convolutional neural network. tgcn.py is the temporal graph convolutional network. utils.py contains some functions of graph convolution process. input_data.py is data processing.
<br>
The zip file (study data.zip) provides an example of air quality data including PM2.5 concentrations and some meteorological data. input_data.zip also contains a N by N adjacency matrix, which describes the spatial relationship between air quality monitoring stations.
DOI: 10.4121/8e6594da-4acf-4054-bbde-300fce79b8b5
title: My Wellness Check 2020-2022, data underlying the publication: A framework for designing AI systems that support community wellbeing

description: The "My Wellness Check" dataset is the product of a longitudinal study conducted to understand and improve the wellbeing of university students and staff during the COVID-19 pandemic. This research utilized an intelligent system, collaboratively designed by students, staff, and mental health professionals, to collect and analyze wellbeing data. The objective was to assess and respond to the evolving wellbeing needs within a university setting during a global health crisis. The research was applied in nature, aiming to provide actionable insights. Data collection was achieved through regular wellbeing assessments, engaging nearly 30,000 participants over two years. The methodology combined theoretically-derived wellbeing factors with those identified by community participants, ensuring a comprehensive and contextually relevant approach. The dataset comprises quantitative and qualitative data, reflecting real-time community wellbeing and the efficacy of various institutional responses. This rich dataset is instrumental for studies focusing on the impact of the COVID-19 pandemic on academic communities and the effectiveness of targeted wellbeing interventions.
DOI: 10.4121/8e6594da-4acf-4054-bbde-300fce79b8b5.v1
title: My Wellness Check 2020-2022, data underlying the publication: A framework for designing AI systems that support community wellbeing

description: The "My Wellness Check" dataset is the product of a longitudinal study conducted to understand and improve the wellbeing of university students and staff during the COVID-19 pandemic. This research utilized an intelligent system, collaboratively designed by students, staff, and mental health professionals, to collect and analyze wellbeing data. The objective was to assess and respond to the evolving wellbeing needs within a university setting during a global health crisis. The research was applied in nature, aiming to provide actionable insights. Data collection was achieved through regular wellbeing assessments, engaging nearly 30,000 participants over two years. The methodology combined theoretically-derived wellbeing factors with those identified by community participants, ensuring a comprehensive and contextually relevant approach. The dataset comprises quantitative and qualitative data, reflecting real-time community wellbeing and the efficacy of various institutional responses. This rich dataset is instrumental for studies focusing on the impact of the COVID-19 pandemic on academic communities and the effectiveness of targeted wellbeing interventions.
DOI: 10.4121/929e24f9-31fa-4816-99fa-3356e272df43
title: Data/software underlying the publication: Fault-tolerant structures for measurement-based quantum computation on a network

description: In this work, we introduce a method to construct fault-tolerant measurement-based quantum computation (MBQC) architectures and numerically estimate their performance over various types of networks. A possible application of such a paradigm is distributed quantum computation, where separate computing nodes work together on a fault-tolerant computation through entanglement. We gauge error thresholds of the architectures with an efficient stabilizer simulator to investigate the resilience against both circuit-level and network noise. We show that, for both monolithic (i.e., non-distributed) and distributed implementations, an architecture based on the diamond lattice may outperform the conventional cubic lattice. Moreover, the high erasure thresholds of non-cubic lattices may be exploited further in a distributed context, as their performance may be boosted through entanglement distillation by trading in entanglement success rates against erasure errors during the error decoding process. These results highlight the significance of lattice geometry in the design of fault-tolerant measurement-based quantum computing on a network, emphasizing the potential for constructing robust and scalable distributed quantum computers.
DOI: 10.4121/929e24f9-31fa-4816-99fa-3356e272df43.v1
title: Data/software underlying the publication: Fault-tolerant structures for measurement-based quantum computation on a network

description: In this work, we introduce a method to construct fault-tolerant measurement-based quantum computation (MBQC) architectures and numerically estimate their performance over various types of networks. A possible application of such a paradigm is distributed quantum computation, where separate computing nodes work together on a fault-tolerant computation through entanglement. We gauge error thresholds of the architectures with an efficient stabilizer simulator to investigate the resilience against both circuit-level and network noise. We show that, for both monolithic (i.e., non-distributed) and distributed implementations, an architecture based on the diamond lattice may outperform the conventional cubic lattice. Moreover, the high erasure thresholds of non-cubic lattices may be exploited further in a distributed context, as their performance may be boosted through entanglement distillation by trading in entanglement success rates against erasure errors during the error decoding process. These results highlight the significance of lattice geometry in the design of fault-tolerant measurement-based quantum computing on a network, emphasizing the potential for constructing robust and scalable distributed quantum computers.
DOI: 10.4121/708d4311-49b1-4ec2-b3cb-292d267df6be.v1
title: Data/software underlying the publication: Thresholds for the distributed surface code in the presence of decoherence

description: In the search for scalable, fault-tolerant quantum computing, distributed quantum computers are promising candidates. These systems can be realized in large-scale quantum networks or condensed onto a single chip with closely situated nodes. We present a framework for numerical simulations of a memory channel using the distributed toric surface code, where each data qubit of the code is part of a separate node, and the error-detection performance depends on the quality of four-qubit Greenberger-Horne-Zeilinger (GHZ) states generated between the nodes. We quantitatively investigate the effect of memory decoherence and evaluate the advantage of GHZ creation protocols tailored to the level of decoherence. We do this by applying our framework for the particular case of color centers in diamond, employing models developed from experimental characterization of nitrogen-vacancy centers. For diamond color centers, coherence times during entanglement generation are orders of magnitude lower than coherence times of idling qubits. These coherence times represent a limiting factor for applications, but previous surface code simulations did not treat them as such. Introducing limiting coherence times as a prominent noise factor makes it imperative to integrate realistic operation times into simulations and incorporate strategies for operation scheduling. Our model predicts error probability thresholds for gate and measurement reduced by at least a factor of three compared to prior work with more idealized noise models. We also find a threshold of 4*10^2 in the ratio between the entanglement generation and the decoherence rates, setting a benchmark for experimental progress.
DOI: 10.5519/qd.i8ex2fnp
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (42 records)
DOI: 10.5281/zenodo.10531177
title: Global trend of methane abatement inventions and widening mismatch with methane emissions

description: This is dataset for paper "Global trend of methane abatement inventions and widening mismatch with methane emissions", forthcoming in Nature Climate Change.
DOI: 10.5281/zenodo.10531178
title: Global trend of methane abatement inventions and widening mismatch with methane emissions

description: This is dataset for paper "Global trend of methane abatement inventions and widening mismatch with methane emissions", forthcoming in Nature Climate Change.
DOI: 10.5519/qd.2vp9q3js
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (137 records)
DOI: 10.21220/cjwr-at21
title: Replication materials for "Cooperation in Public Goods Experiments with Random and Finite Stopping Rules"
DOI: 10.23636/gxy0-y837
title: Living with Machines Zooniverse Participant Survey

description: Summary results from a survey of contributors to Living with Machines Zooniverse crowdsourcing projects. Responses were received between 24 May and 13 June 2022. We designed the survey so that we could align our reporting with two other audience / participant research groups. Firstly, we used the demographic categories that the British Library use in other reporting, allowing us to see Zooniverse volunteers alongside other groups using the British Library's collections. Secondly, we aligned questions about motivations and barriers to participation with the CS Track citizen science research project survey. Our thanks to colleagues on the CS Track https://cstrack.eu/ project for permission to use options from their survey: Lampi, Emilia; Paajanen, Samu; Lämsä, Joni; Hämäläinen, Raija; Hästbacka, Heli; Sabel, Ohto. CSTrack Survey Data 2021. V. 12.8.2021. 10.17011/jyx/dataset/79371 https://jyx.jyu.fi/handle/123456789/79371
description: UK
DOI: 10.5281/zenodo.10534308
title: Dataset from the paper "Cross-cultural validation of the Italian Spine Youth Quality of Life questionnaire: the ISYQOL international"

description: Dataset used to prepare the following paper:

Negrini S, Zaina F, Buyukaslan A, et al. Cross-cultural validation of the Italian Spine Youth Quality of Life questionnaire: the ISYQOL international. Eur J Phys Rehabil Med. 2023;59(3):364-376. doi:10.23736/S1973-9087.23.07586-X
DOI: 10.5281/zenodo.10534309
title: Dataset from the paper "Cross-cultural validation of the Italian Spine Youth Quality of Life questionnaire: the ISYQOL international"

description: Dataset used to prepare the following paper:

Negrini S, Zaina F, Buyukaslan A, et al. Cross-cultural validation of the Italian Spine Youth Quality of Life questionnaire: the ISYQOL international. Eur J Phys Rehabil Med. 2023;59(3):364-376. doi:10.23736/S1973-9087.23.07586-X
DOI: 10.5281/zenodo.10409471
title: hsa-miR-299-5p - a new tumor suppressor in LSCC
DOI: 10.5281/zenodo.10409472
title: hsa-miR-299-5p - a new tumor suppressor in LSCC
DOI: 10.5281/zenodo.10534325
title: Hollardia_hollardi_AH2UA88_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10534326
title: Hollardia_hollardi_AH2UA88_spades_01.fasta.gz

description: .
DOI: 10.6084/m9.figshare.21974847
title: Epidemiologic Trends in Ophthalmic Trauma Related to Major Sports: An NEISS Study

description: To examine trends in ophthalmic trauma secondary to five major sports (baseball, soccer, tennis, football, basketball) and identify differences between patient characteristics and time period (pre-COVID vs COVID) of injury. The National Electronic Injury Surveillance System was queried to extract cases related to the sports of interest from 2011–2020. Entries were analyzed by age, sex, diagnosis, location, and disposition, with narrative descriptions assessed to characterize the mechanism of injury and visual sequelae. National incidence was extrapolated and Pearson’s ?2 and Fisher’s exact tests were performed. Among 98,995 presentations, most involved male (83.5%) and pediatric patients (59.2%). Contusion/abrasion (57.3%) was the predominant diagnosis, with injuries primarily precipitated by contact with a ball (44.9%) and occurring in the recreational setting (49.0%). Visual sequelae were documented in 6.4% of injuries. Patients were commonly treated/examined and released (95.6%). Between sports, significant differences in diagnosis (p &lt; .001), mechanism of injury (p &lt; .001), location (p &lt; .001), visual sequelae (p &lt; .001), and disposition (p = .005) were observed. Stratification by age indicated significant differences in diagnosis, mechanism of injury, and location (all p &lt; .001). Stratification by sex indicated significant differences in the mechanism of injury (p &lt; .001) and visual sequelae (p = .04). Stratification by time period indicated significant differences in diagnosis (p = .002) and mechanism of injury (p = .001). There are notable differences in sports-related ocular injuries by patient characteristic, revealing important considerations for their clinical evaluation and the development of safety guidelines.
DOI: 10.6084/m9.figshare.21974847.v1
title: Epidemiologic Trends in Ophthalmic Trauma Related to Major Sports: An NEISS Study

description: To examine trends in ophthalmic trauma secondary to five major sports (baseball, soccer, tennis, football, basketball) and identify differences between patient characteristics and time period (pre-COVID vs COVID) of injury. The National Electronic Injury Surveillance System was queried to extract cases related to the sports of interest from 2011–2020. Entries were analyzed by age, sex, diagnosis, location, and disposition, with narrative descriptions assessed to characterize the mechanism of injury and visual sequelae. National incidence was extrapolated and Pearson’s ?2 and Fisher’s exact tests were performed. Among 98,995 presentations, most involved male (83.5%) and pediatric patients (59.2%). Contusion/abrasion (57.3%) was the predominant diagnosis, with injuries primarily precipitated by contact with a ball (44.9%) and occurring in the recreational setting (49.0%). Visual sequelae were documented in 6.4% of injuries. Patients were commonly treated/examined and released (95.6%). Between sports, significant differences in diagnosis (p &lt; .001), mechanism of injury (p &lt; .001), location (p &lt; .001), visual sequelae (p &lt; .001), and disposition (p = .005) were observed. Stratification by age indicated significant differences in diagnosis, mechanism of injury, and location (all p &lt; .001). Stratification by sex indicated significant differences in the mechanism of injury (p &lt; .001) and visual sequelae (p = .04). Stratification by time period indicated significant differences in diagnosis (p = .002) and mechanism of injury (p = .001). There are notable differences in sports-related ocular injuries by patient characteristic, revealing important considerations for their clinical evaluation and the development of safety guidelines.
DOI: 10.17630/8b1f33d5-50bf-4631-9e65-fca33d26902f
title: PP_longterm grey seal mass and survival data

description: resight and mass data for NR and IoM
DOI: 10.34703/gzx1-9v95/8k3kvb/5bxclr
title: Marsh 2016 environmental data.tab

description: :unav
DOI: 10.34703/gzx1-9v95/8k3kvb/1ysl6h
title: Marsh 1995 compositional data.tab

description: :unav
DOI: 10.34703/gzx1-9v95/8k3kvb/sxuep7
title: Marsh 2016 compositional data.tab

description: :unav
DOI: 10.34703/gzx1-9v95/8k3kvb/4rvbno
title: Sites locations.tab

description: :unav
DOI: 10.34703/gzx1-9v95/8k3kvb/jsan8m
title: MetadataS1.docx

description: :unav
DOI: 10.34703/gzx1-9v95/8k3kvb
title: Replication Data for Southeast Saline Everglades Marsh Data

description: This archive contains the data (DataS1 compressed folder) and metadata (MetadataS1.docx) for reproducing the results from a study titled ‘Transient vegetation dynamics in a tropical coastal wetland: sea-level rise, glycophyte retreat, and incipient loss in plant diversity’ which is under review for publication by Journal of Vegetation Science. The DataS1 compressed folder contains 5 machine-readable format files (“.csv”) with raw data used to perform statistical analyses accompanied by MetadataS1.docx describing each column and row of each data set.
DOI: 10.34703/gzx1-9v95/8k3kvb/lgwjwj
title: Species list.tab

description: :unav
DOI: 10.17630/ddac3588-92e3-401d-bc9f-9f0ac11b8c4f
title: The effects of familiarity on escape responses in the Trinidadian guppy (Poecilia reticulata) - version 2

description: Data used on Hayley's paper on the effect of familiarity on escape responses.

Updated version of the dataset 'The effects of familiarity on escape responses in the Trinidadian guppy (Poecilia reticulata)', https://doi.org/10.17630/92831d81-38f0-4573-b2e5-e1d11adf9322
DOI: 10.17630/21764101-6493-46e7-ab85-65cccc1fb9e5
title: Supporting Data for "Efficient real-time path integrals for non-Markovian spin-boson models"
DOI: 10.6084/m9.figshare.25029176.v1
title: Padilla2023Metabo

description: Oxygen consumption of invasive Pelophylax frog at three life stage (tadpoles, metamorphosis (climax), metamorphosed) tested at three temperatures (13, 23, 30).
DOI: 10.6084/m9.figshare.25029176
title: Padilla2023Metabo

description: Oxygen consumption of invasive Pelophylax frog at three life stage (tadpoles, metamorphosis (climax), metamorphosed) tested at three temperatures (13, 23, 30).
DOI: 10.17630/9061ace0-88fb-4a55-a1eb-05e020f369fd
title: Calculation and Experimental Measurement of Paramagnetic NMR Parameters of Phenolic Oximate Cu(II) Complexes (dataset)
DOI: 10.5281/zenodo.10534088
title: Abandoned

description: This version have been submitted to another repository
DOI: 10.5281/zenodo.10534089
title: Abandoned

description: This version have been submitted to another repository
DOI: 10.14284/640
title: Microplastics formation data on polylactic acid and polypropylene items after UV radiation and seawater immersion

description: The microplastics formation dataset was created by Niu et al. based on the UV weathering experiments (during 2021 and 2022) at the Flanders Marine Institute (VLIZ), Belgium.
description: The goal of the dataset was to assess the fragmentation and release of microplastics from polylactic acid items, a bio-based polymer, and to compare the results with polypropylene items, a petroleum-based polymer. To do so, pristine items of polylactic acid and polypropylene, immersed in filtered natural seawater, to accelerated ultraviolet radiation for 57 and 76 days, simulating 18 and 24 months of mean natural solar irradiance in Europe. The concentration of released microplastics were measured by Niu Z. using a combination of fluorescent microscopy, Fourier Transform Infrared Spectroscopy (FTIR) and image analysis. The particle's size of released microplastics were measured by Niu Z. using a ImageJ macro script. The FTIR spectra data of released microplastics were measured using a micro-FTIR.The oxygen induction time of tested plastic items were measured at IFREMER, France, by Le Gall M. according to ISO 11357-6.
DOI: 10.17630/2644a19d-8d9b-4737-8bb1-398f648e4c8a
title: Data Underpinning - Underpotential Deposition of Cu on Au(111) from Neutral Chloride Containing Electrolyte (dataset)
DOI: 10.17630/22a7d8fc-aaa8-4c5e-beec-5b73ad6196a9
title: Quasi-two-dimensional Fermi surface topography of the delafossite PdRhO2 (dataset)
DOI: 10.17630/6781fdfb-d1f3-4be1-a600-e5b85f35e3bc
title: Continuum tuning of nanoparticle interfacial properties by dynamic covalent exchange (dataset)

description: Spectral data files (NMR, UV-Vis, mass spectrometry), electron microscopy images, dynamic light scattering data, digital photographic images. For detailed information, see readme file.
DOI: 10.17630/4be70c0f-7f62-45e5-9b94-a717c2b6e061
title: Data Underpinning: "Label-free optical vibrational spectroscopy to detect the metabolic state of M. tuberculosis cells at the site of disease"

description: Original data and figures for this paper
DOI: 10.25625/wispwy/4gu1kv
title: Leaf_gas_exchange_A07_LA_2022.xlsx

description: Additional leaf gas exchange and leaf nutrients of species from forest, shrub, oil palm, and rubber plots from the Landscape Assessment plots in 2022. Also, included are OPMAX and BEE plots.
DOI: 10.25625/wispwy/ygrrsu
title: Leaf_gas_exchange_A07_LA_2021.xlsx

description: Photosynthetic capacity and leaf nutrient contents of dominant tree and palm species
DOI: 10.25824/redu/6pemga
title: Banco de dados_22_01_2024.xlsx

description: :unav
DOI: 10.25824/redu/55whp2
title: Observatório indígenas e quilombolas no ensino superior (obiques)

description: O Observatório Indígenas e Quilombolas no Ensino Superior disponibiliza para consulta um mapeamento das políticas de ação afirmativa para indígenas e quilombolas em cursos de Graduação de universidades públicas brasileiras. O banco de dados reúne as características dessas políticas, por universidade, além de link para os editais de seleção, permitindo a busca por filtros. O banco está hospedado no site do Centro de Antropologia de Processos Educativos – Ceape, da Faculdade de Educação da Unicamp: https://www.ceape.fe.unicamp.br/pt-br/obiques. Seu acesso é gratuito. As informações foram produzidas a partir da leitura de editais de 2021 e 2022 das universidades, disponibilizados em seus sites. Uma descrição completa dos procedimentos utilizados na construção do banco pode ser lida no site.
DOI: 10.25824/redu/9izde8
title: Banco de dados_01_02_2024.xlsx

description: :unav
DOI: 10.6084/m9.figshare.14684641
title: Additional file 2 of Cell subtypes and immune dysfunction in peritoneal fluid of endometriosis revealed by single-cell RNA-sequencing

description: Additional file 2: Table S1. Clinical characteristics of endometriosis and control patients in this study.