cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16908979.v1
title: The Carbon Catalogue public database – Carbon footprints of 866 commercial products across 8 industry sectors and 5 continents

description: Using data reported to CDP, we have previously built a dataset of 866 PCFs, from 145 companies, 30 industry groups, and 28 countries, showing trends of how upstream and downstream emissions vary by industry and how life cycle assessment (LCA) appears to aid companies in achieving steeper carbon reductions through improvements throughout a product’s value chain. Here, we present the greenhouse gas emissions and respective meta data for every product in this dataset. The Carbon Catalogue provides each product with name and description, PCF (in kg CO2e) and the respective LCA protocol/standard, product weight, as well as the name, industry, and country of incorporation of its manufacturer. For a subset of 421 products, the Carbon Catalogue further includes the PCF’s reported breakdown into two to nine separate stages of the product’s life cycle. For another subset of 250 products, the Carbon Catalogue includes how the respective PCFs changed and why the changes occurred.
DOI: 10.6084/m9.figshare.22658749.v1
title: Supplementary data for ''Optimal Pricing and Energy Sharing of EV Charging Stations With an Augmented User Equilibrium Model''

description: This file includes the data of test system 2. Please refer to my paper ''Optimal Pricing and Energy Sharing of EV Charging Stations With an Augmented User Equilibrium Model'' if published online.
DOI: 10.6084/m9.figshare.23301665.v1
title: CNVVE Dataset raw audio samples

description: The CNVVE Dataset raw audio samples encompassing six distinct classes of voice expressions.
DOI: 10.6084/m9.figshare.25061117.v1
title: <b>New Reference Values for Thyroid Volume by Ultrasound in German Children and Adolescents Under Iodine-Sufficient Conditions from a Population-Based Study</b>

description: Reference values for thyroid volume by ultrasound in German children and adolescents
DOI: 10.17632/54zgt6sp2h
title: ProjectJUST.com effects on sustainable clothing purchase intention

description: Millennials might prefer sustainable food and electric cars, but their desire for low prices and stylish clothing leads them to retailers who use sweatshops and damage the environment. Activists have mobilized, but the effects of their efforts remain insufficiently assessed. This study assessed the effects of a sustainable clothing activist website, ProjectJUST.com, on Millennials’ intention to purchase sustainable clothing. One group who had visited ProjectJUST.com (n = 700), and another who had not (n = 685) responded to an online survey. A vetted structural equation model (SEM) derived from the theory of planned behavior was then fit across and within each group. Results suggested that perceived personal relevance had slightly more salient effects on intention to purchase sustainable clothing compared to the consumer knowledge that ProjectJUST.com contained. ProjectJUST.com users also felt relatively confident in their consumer knowledge, and they already intended to buy sustainable clothing when they landed on the website suggesting such websites serve as an important shopping resource but are unlikely to influence behavior change on a massive scale. H1: Behavioral intention will not be affected by behavioral control (a) but will be positively affected by subjective norm (b) and attitude (c). H2: Consumer knowledge will demonstrate positive indirect effects on behavioral intention via behavioral control (a), negative effects via subjective norm (b), no effects via attitude (c), and no direct effects (d). H3: Perceived consumer effectiveness will demonstrate negative indirect effects on behavioral intention via behavioral control (a), no effects via subjective norm (b), positive effects via attitude (c), and no direct effects (d). H4: Perceived personal relevance will demonstrate positive indirect effects on behavioral intention via behavioral control (a), subjective norm (b), attitude (c), and no direct effects (d). H5: Measured effects on behavioral intention will be similar in direction, strength, and significance between groups (a), and will be predicted by the same constructs (b).
DOI: 10.15468/dl.6zuzjm
title: Occurrence Download

description: A dataset containing 0 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 ((40.877 -22.4563,40.8172 -22.0642,40.48 -21.825,40.0801 -21.8881,39.8467 -22.172,39.8612 -22.5315,40.2159 -22.8442,40.6757 -22.7649,40.877 -22.4563))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013162-250525065834625/datasets/export for details.
DOI: 10.17632/z2srrxy7vd
title: The Future of Tourism Lies in Communities

description: Educational tourism has emerged as a transformative tool for rural development, promoting This study explores the potential of Community-Based Tourism (CBT) as a sustainable model for educational tourism development. Drawing on data from five countries; Indonesia, Australia, Mexico, India, and Argentina. The research investigates the interplay between cultural preservation, community participation, and digital innovation. Findings reveal a strong correlation (r = 0.78) between cultural preservation and community participation, highlighting the pivotal role of cultural heritage in engaging local communities. Regression analysis identifies perceived tourism benefits and cultural preservation as significant predictors of participation, while infrastructure adequacy plays a secondary role. The integration of digital tools, such as social media and virtual tours, emerges as a critical innovation, particularly among younger generations. This research contributes to the CBT literature by integrating multi-country perspectives and addressing the role of technology in enhancing cultural preservation. The findings provide actionable insights for policymakers and local communities striving for sustainable and inclusive tourism development.
DOI: 10.25439/rmt.15001230.v6
title: The Australian National Liveability Study 2018 datasets: spatial urban liveability indicators for 21 cities

description: The final Australian National Liveability Study 2018 datasets comprise a suite of policy relevant spatial indicators of local neighbourhood liveability and amenity access estimated for residential address points across Australia's 21 largest cities, and summarised at range of larger area scales (Mesh Block, Statistical Areas 1-4, Suburb, LGA, and overall city summaries). The indicators and measures included encompass topics including community and health services, employment, food, housing, public open space, transportation, walkability and overall liveability. The datasets were produced through analysis of built environment and social data from multiple sources including OpenStreetMap the Australian Bureau of Statistics, and public transport agency GTFS feed data. These are provided in CSV format under an Open Data Commons Open Database licence. The 2018 Australian National Liveability data will be of interest to planners, population health and urban researchers with an interest in the spatial distribution of built environment exposures and outcomes for data linkage, modelling and mapping purposes. Area level summaries for the data were used to create the indicators for the Australian Urban Observatory at its launch in 2020. A detailed description of the datasets and the study has been published in Nature Scientific Data, and notes and code illustrating usage of the data are located on GitHub. The spatial data were developed by the Healthy Liveable Cities Lab, Centre for Urban Research with funding support provided from the Australian Prevention Partnership Centre #9100003, NESP Clean Air and Urban Landscapes Hub, NHMRC Centre of Research Excellence in Healthy, Liveable Communities #1061404 and an NHMRC Senior Principal Research Fellowship GNT1107672; with interactive spatial indicator maps accessible via the Australian Urban Observatory. Any publications utilising the data are not necessarily the view of or endorsed by RMIT University or the Centre of Urban Research. RMIT excludes all liability for any reliance on the data.<br>
DOI: 10.6084/m9.figshare.22638955.v1
title: Lignocellulolytic microbiomes orchestrating degradation cascades in the rumen of dairy cattle and their diet-influenced key degradation phases

description: Herein, we employed 244 rumen metagenome samples from Holstein cows, identifying 1353 high-quality microbial metagenome-assembled genomes (MAGs) responsible for the degradation cascades of lignocellulose.
DOI: 10.6084/m9.figshare.28876400.v5
title: Data for 'Cretaceous entomopathogenic fungi illuminate the early evolution of insect–fungal associations'

description: ESM for fossil fungi research.
DOI: 10.6084/m9.figshare.4649875.v1
title: Supplementary Material for: The “Golden Age” of Probiotics: A Systematic Review and Meta-Analysis of Randomized and Observational Studies in Preterm Infants

description: <b><i>Background:</i></b> Over the last few years, probiotics have been one of the most studied interventions in neonatal medicine. <b><i>Objectives:</i></b> The aim of this work was to analyse all studies (randomized controlled trials, RCTs, and observational studies) assessing the use of probiotics in very low birth weight (VLBW) preterm infants. <b><i>Search Methods:</i></b> A systematic literature search was conducted using PubMed, Embase, Cochrane Library, and Web of Science. The data from RCTs and observational studies were pooled and analysed separately. <b><i>Selection Criteria:</i></b> RCTs and observational studies that enrolled VLBW infants with enteral administration of probiotics were considered. Extracted study data included probiotic characteristics and at least 1 clinical outcome (necrotizing enterocolitis [NEC], late-onset sepsis or all-cause mortality). <b><i>Data Collection and Analysis:</i></b> Forty-four studies were eligible for our review: 30 RCTs and 14 observational studies. Severe NEC rates (stage II or more) and all-cause mortality were reduced among the probiotic groups in both the RCTs (RR 0.57, 95% CI 0.47-0.70, and RR 0.77, 95% CI 0.65-0.92, respectively) and the observational studies (RR 0.51, 95% CI 0.37-0.70, and RR 0.71, 95% CI 0.62-0.81, respectively). Furthermore, there was a 12% reduction in the risk of sepsis in RCTs and a 19% reduction in observational studies. The meta-analysis of observational studies showed a reduction in the risk of NEC in extremely low birth weight infants. However, this was not statistically significant. <b><i>Conclusions:</i></b> This meta-analysis of RCT and observational studies found that the use of probiotics was beneficial for the prevention of severe NEC, late-onset sepsis, and all-cause mortality in VLBW infants.
DOI: 10.6084/m9.figshare.7411253.v1
title: Animal feed Saharawi dataset.xlsx

description: Part of a research project assessing associations between iodine content in animal feed and animal drinking water, iodine in animal milk and excessive iodine intake among Saharawi refugees.
DOI: 10.17632/3njs5mc96d
title: Mobile Payment System & FinTech to Process Financial Transactions

description: The data collection involves gathering quantitative data through a structured questionnaire (survey) comprising 12 questions, presented as Likert charts or Single Choice questions. Also, a supplementary file offers detailed information on the primary data collected during the study.
DOI: 10.6084/m9.figshare.1546752.v1
title: Annual Average Pollution in the US

description: <strong>This dataset is used in Course 4 - Exploratory Graphs lesson of the Data Science Specialization from Johns Hopkins Bloomberg School of Public Health at Coursera.</strong> Annual average PM2.5 averaged over the period 2008 through 2010 in the USA. Data provided by the U.S. Environmental Protection Agency (EPA).
DOI: 10.6084/m9.figshare.22014203.v3
title: nondata

description: We survey the Indo-Pacific understanding of QUAD members using data taken from defence white papers or defence strategy reports from Australia, India, Japan, and the U.S. The data cover from the first mention of the Indo-Pacific to the last published one. In this scope, analyze Australia’s 2013, 2016 Defence White Papers, and 2020 Strategic Updates; India’s 2015-2016, 2016-2017, 2017-2018, 2018-2019, 2019-2020 Ministry of Defence’s Annual Reports; Japan’s 2018, 2019, 2020, 2021 and 2022 Defence of Japan Documents[1], and the U.S’, 2017 National Security Strategy, 2018 and 2022 National Defence Strategy Documents. We used a mixed method during the data collection. [1] References are not included in the calculation of the Japanese defence paper.
DOI: 10.6084/m9.figshare.24941527.v2
title: Dataset from Flour beetles prefer corners over walls and are slowed down with increasing habitat complexity

description: Movement affects all key behaviours in which animals engage, including dispersal and habitat use. The red flour beetle, known as a cosmopolitan pest of stored products, was the subject of our study. We examined whether the beetles preferred corners, walls or open areas, and how turns or obstacles in corridors delayed the beetles' arrival at a target cell. Beetles spent significantly more time in corners than expected by chance, while they spent considerably less time in open areas than expected. However, no significant difference was observed between areas with two or three surrounding walls. This could be attributed to the beetles' stronger attraction to corners than crevices or the insufficient proximity of the third wall to the other two. Movement through the corridor was delayed by turns or obstacles, expressed in arrival probabilities, arrival times, time in the corridor or movement speed. Obstacles on the corridor's perimeter had a stronger effect on the beetle movement than those in the corridor's centre owing to the beetles' tendency to follow walls. The research is important also for applied purposes, such as better understanding beetle movement, how to delay their arrival to new patches, and where to place traps.
DOI: 10.6084/m9.figshare.12792029.v2
title: OCT raw scans - HR

description: OCT scans at two lateral resolutions (40 um, 40 um, 2.18 um <i>x,y,z</i> respectively, labeled LR) and (11.1 um ,11.1 um and 2.18 um, labeled HR) were taken every 3 days in a 15 days experiment. LR scans have dimension 250 x 250 x 1024 pixels and are contained in folders name large. HR scans are 900 x 900 x 1024 pixels and are contained in folders names B1 (for the FFM) and B5 (for the SFM). Both HR and LR scans covered a total volume of 10 mm x 10 mm x 2.2 mm. 66 x 3 low resolution (LR) scans covered an area of 0.4 m x 0.025 m in a tiled pattern. 3 x 3 high resolution (HR) scans were taken at the extremes of the same area of interest. Each scan (in .raw format) has a relative .json metadata file named accordingly. Files are labeled with the date and time of acquisition, while the last part of the file name identifies the tile. Days of biofilm development and replicate for each acquisition date are reported in the OCTScans_metadata.xls file.<br>
DOI: 10.6084/m9.figshare.12932657.v1
title: text data for HUIWEN LI's dissertation.rar

description: text data for HUIWEN LI's dissertation.
DOI: 10.6084/m9.figshare.17064419.v3
title: Research Co-authorship 1900-2020: Continuous, universal, and ongoing expansion

description: Annual authorship trends for broad and narrow Scopus fields from the paper: Research Co-authorship 1900-2020: Continuous, universal, and ongoing expansion. The figures from the paper are also included, as well as a supplementary analysis of Journal for ImmunoTherapy of Cancer and additional figures.
DOI: 10.6084/m9.figshare.21136852.v1
title: NovaSeq Cohort - Raw Counts

description: Raw counts associated with the NovaSeq ALS cohort
DOI: 10.6084/m9.figshare.25210034.v1
title: Data about all CRISPR-Cas systems identified by CRISPRCasFinder and CRASS.

description: Data about all CRISPR-Cas systems identified by CRISPRCasFinder and CRASS.
DOI: 10.6084/m9.figshare.7218266.v2
title: mtDNA variant detection by exome sequencing

description: Next generation sequencing, especially exome sequencing, has revolutionised the diagnostics for mitochondrial disorders. However, the nuclear and mitochondrial DNA are investigated with separate tests, increasing costs and duration of diagnostics. However, the full potential of exome sequencing is often not exploited as the additional analysis of “off-target reads” deriving from the mitochondrial DNA can be used to analyse both genomes. Mitochondrial DNA analysis by exome sequencing of 2,111 cases (various, mostly neurological, referral indications) in a clinical setting identified 38 confirmed pathogenic mitochondrial DNA point mutations, increasing the diagnostic yield by nearly 2%. We show that analysis of mitochondrial DNA variants by exome sequencing has a high recall rate (96.2±5.6%) and an excellent precision (99.5±2.2%) when compared to the gold standard of targeted mitochondrial DNA next generation sequencing. Further, we demonstrate that exome sequencing estimates heteroplasmy levels with an average difference of 6.6±3.8% compared to targeted mitochondrial DNA next generation sequencing, sufficient for clinical decision making. Taken together, the mitochondrial DNA analysis from exome sequencing is of sufficient quality for clinical diagnostics, and should be included in the standard diagnostic exome analysis. Nonetheless, known pitfalls for mitochondrial DNA analysis like tissue specificity have to be taken into account.
DOI: 10.6084/m9.figshare.28333226.v1
title: 231207 PNEU_final_ok.csv

description: This study introduces a novel nomogram, utilizing a wide range of biomarkers, to predict in-hospital mortality rates for ICU-admitted patients with Community-Acquired Pneumonia (CAP), offering improved accuracy over existing models like APSIII and SOFA.
DOI: 10.6084/m9.figshare.7410548.v1
title: ESM Treated data from Observing grooming promotes affiliation in Barbary macaques

description: Observing friendly social interactions makes people feel good and, as a result, then act in an affiliative way towards others. Positive visual contagion of this kind is common in humans, but whether it occurs in non-human animals is unknown. We explored the impact on female Barbary macaques of observing grooming, a behaviour that physiological and behavioural studies indicate has a relaxing effect on the animals involved. We compared females' behaviour between two conditions: after observing conspecifics groom, and in a matched control period. We found that observing grooming was associated with reduced behavioural indicators of anxiety, suggesting that seeing others groom is, in itself, relaxing. Observing grooming was also associated with a shorter latency to becoming involved in a grooming bout (and higher likelihood both of initiating that bout and being the groomer rather than groomee), and with elevated rates of other affiliative behaviours. These results provide evidence for positive visual contagion; this phenomenon may contribute fundamentally to group cohesion not just in this species, but also in the many mammal and bird species where grooming occurs. Our study highlights the importance of exploring social behaviour beyond the level of the interacting individuals, within the broader social context where it occurs.
DOI: 10.6084/m9.figshare.9202211.v3
title: surprisal_script.R

description: R script used to generate Tables 1 and 2 and Figures 3 and 4in the "Semantic and Cognitive Tools to Aid Statistical Inference: Replace Confidence and Significance by Compatibility and Surprise" manuscript<br>https://arxiv.org/abs/1909.08579<br>
DOI: 10.17632/hg3bp6bc27
title: Intravenous and subcutaneous  immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types : a French national multicenter study

description: Supplemental data concerning our study "Intravenous and subcutaneous  immunoglobulins-associated eczematous reactions occur with a broad range of immunoglobulins types : a French national multicenter study"
DOI: 10.6084/m9.figshare.1209621.v1
title: Primary Data on Prosthetic Vascular Graft Infections

description: Primary Data for PlosOne
DOI: 10.6084/m9.figshare.26963728.v1
title: <b>Immersive Media Technology (IMT) in teaching History: exploring elementary pre-service teachers’ perceptions integrating technology.</b>

description: This study examines the perceptions of four cohorts of 94 pre-service elementary teachers in a teacher preparation program in California regarding the integration of instructional technology in the social studies class. The program emphasized Immersive Media Technologies (IMT) -like 3D modeling and Augmented Reality (AR)- in teaching historic and geographic content. Data from pretest and posttest questionnaires and interviews after the one-semester training were analyzed to assess IMT's impact on engagement, motivation, and learning outcomes, as well as attitudes towards educational technology. Initial results indicated a positive shift in attitudes towards IMT after the intervention. It also unveiled benefits such as meaningful learning, content accessibility, higher engagement, visual learning and interactive maps, and virtual field trips as an equity opportunity, alongside persisting challenges such as time consuming, lack of technology support and professional development, overstimulation and systemic resistance to technology integration.
DOI: 10.6084/m9.figshare.5123749.v1
title: Supplementary Material for: Identification of Two DNA Helicases UvrD and DinG as Suppressors for Lethality Caused by Mutant cspA mRNAs

description: CspA is a major cold shock-inducible protein (70 aa), and its major role in the cold shock response was shown to be as an RNA chaperone destabilizing secondary structure of mRNAs at low temperature. Previously, we showed that the overexpression of mutant <i>cspA</i> containing premature non-sense codons at various positions led to stalled ribosomes on mutant <i>cspA</i> transcripts, ultimately leading to cell death. This lethality is primarily due to the highly translatable <i>cspA</i> 5′-<i>UTR</i> that recruits most of the ribosomes from other mRNAs, which are then stalled at the abnormal stop codon. This was called the ‘LACE’ effect. We show here that non-sense mutation even at the 67th position as well as substitutions of aromatic amino acid residues present on the RNA-binding surface of CspA protein to alanine caused the LACE effect by trapping a substantial amount of ribosomes on <i>cspA</i> mRNAs. In an attempt to identify a suppressor(s), which may help the cells to recover from the inhibitory LACE effect, genetic screening of an <i>Escherichia coli</i> genomic library was performed. We isolated suppressors that contained the genomic fragments encoding <i>uvrD</i> and <i>dinG</i>, respectively, whose gene products are ATP-dependent DNA helicases. The nucleic acid-binding and ATPase activities of these two helicases were found to be essential for their suppression activity. This genomic screening offers an approach to shed light on the mechanistic of 5′-<i>UTR</i> of <i>cspA</i> mRNA and novel roles of <i>E. coli</i> helicases that function in DNA repair.
DOI: 10.17632/v8kh23czrd
title: Disease Retrieval dataset

description: Dataset for Image-Based Disease Retrieval for Plant Leaves Utilizing Hash Convolutional Neural Networks 

The dataset used in this work is based on the public dataset provided by J, ARUN PANDIAN et al.
https://data.mendeley.com/datasets/tywbtsjrjv/1