cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gb4wrdn4tw
title: Copi North Zircon Rutile & Monazite Geochronology & Geochemistry

description: U-Pb geochronological data and geochemical data for zircon, rutile and monazite from the Copi North deposit, Murray Basin, Australia.
DOI: 10.6084/m9.figshare.21590037.v1
title: Round 3 - Test scores

description: The folder contains literature and math test performance of primary school grade 2 students in Vietnam in 2018.
DOI: 10.6084/m9.figshare.7077689.v1
title: cyberslacking-technostress.sav

description: Dataset for the article regarding the cyberslacking and technostress linkage
DOI: 10.6084/m9.figshare.17092160.v1
title: Supplementary Material for: Choriocapillaris Flow Signal Impairment in Sorsby Fundus Dystrophy

description: ABSTRACT Purpose To quantify choriocapillaris flow alterations in early Sorsby Fundus Dystrophy (SFD) and to investigate the relationship of the choriocapillaris flow deficits with the choroidal and outer retinal microstructure. Methods In this prospective case-control study, 18 eyes of 11 patients with early SFD and 31 eyes of 31 controls without ocular pathology underwent multimodal imaging, including spectral-domain optical coherence tomography (OCT), followed by deep-learning-based layer segmentation. OCT Angiography (OCTA) was performed to quantify choriocapillaris flow signal deficits (FDs). Differences in choriocapillaris FD density between SFD patients and controls were determined, and the relationships with choroidal thickness, retinal pigment epithelium-drusen complex (RPEDC) thickness and outer retinal layer thicknesses were analyzed using mixed model analysis. Results SFD patients exhibited a significantly greater choriocapillaris FD density than controls (estimate [95% CI]: +20.0% [13.3; 26.7], P&lt;0.001 for SFD patients), even when adjusted for age. Square root transformed choroidal thickness was a structural OCT surrogate of the choriocapillaris FD density (-2.1% per √ µm, P&lt;0.001), whereas retinal-pigment-epithelium-drusen-complex thickness was not informative regarding choriocapillaris FD (P=0.061). The choriocapillaris FD density was associated with an altered microstructure of the overlying photoreceptors (outer-segments, inner-segments, and outer-nuclear-layer thinning of -0.19 µm, -0.08 µm and -0.30 µm per �, respectively, all P&lt;0.001). Conclusions Patients with early SFD exhibit pronounced abnormalities of choriocapillaris flow signal on OCTA, which are not limited to areas of sub-RPE deposits seen in OCT imaging. Thus, analysis of the choriocapillaris flow may enable clinical trials at earlier disease stages in SFD.
DOI: 10.6084/m9.figshare.9988103.v2
title: Muscle2View CellProfiler Supplemental Table 1

description: We provide supplemental files for the manuscipt: "Muscle2View, a CellProfiler pipeline for detection of the capillary-to-muscle fiber interface and high-content quantification of fiber-type specific histology".<br><b>Supplemental Table 1</b>Mean ± standard deviation (SD) values obtained for each fiber-morphological variables analyzed in this study.<br>
DOI: 10.6084/m9.figshare.16750555.v2
title: nanoFTIR spectra set1

description: NanoFTIR spectra recorded on cell slices. <br>
DOI: 10.6084/m9.figshare.23556324.v1
title: Semi-structured interviews

description: The interviews were transcribed verbatim in Brazilian Portuguese and Microsoft Word was used to the transcriptions. The Interviews were anonymized to guarantee the participants’ privacy.
DOI: 10.6084/m9.figshare.26965927.v1
title: Supporting Table S4

description: List of <i>Glossina fuscipes fuscipes</i> contigs assigned to <i>Spiroplasma</i>
DOI: 10.17632/3dxycyxjc5
title: Data: Predicting Chinese stock market from three perspectives: A GARCH-MIDAS model with adaptive LASSO method

description: REsearch data used in the analysis
DOI: 10.6084/m9.figshare.13636670.v2
title: DFT exploration of the reaction mechanisms of Light-dependent protochlorophyllide reductase

description: Input and output files (Firefly QM package) for all computations of the light-induced reduction of protochlorophyllide into chlorophyllide by LPChOR. Manuscript published as : <br> Silva PJ and Cheng Q (2022) A new proposal for the reaction mechanims of light-dependent protochlorophyllide oxidoreductase , <strong>ACS Catalysis</strong> ,<em>12</em>, 2589–2605 DOI:10.1021/acscatal.1c05351
DOI: 10.6084/m9.figshare.28105262.v1
title: <b>Walking together: artificial and natural selection in traditional husbandry of feral pig</b>

description: A total of 48 genotyped individuals were included in the analyses. Genotype and map data: Genotypes for the 48 individuals are saved in the plink files <b>Fulgione_2024_Sus_forms.ped</b> and <b>Fulgione_2024_Sus_forms.map</b><b>The .ped file</b> is a plink format with the first column reporting the population id, the second column the individual id, the third and fourth columns are paternal and maternal ids, column five has sex. <b>The .map file</b> is a plink format with chromosome in column 1, SNP name in column 2, cHm position in column 3 and genome order in column 4.<b>Data_information.xlsx</b><b>This excel file</b> contain information for the genotyped animals. The first column contain the individual code, the second the population code, the third the form of Sus scrofa, subsequent columns contain geographic information (region and country).<br>
DOI: 10.17632/yd2bgnrprg
title: Instructions for Replicating the Figures and Tables in the Paper, “Economic Resilience: Why Some Countries Recover More Robustly than Others from Shocks”.

description: The README file contains detailed instructions for replicating the figures and tables presented in the paper. The accompanying Stata code, which was coded with the assistance of Jongwon Kim, is used to obtain the results in the paper. The data file is not included as the quarterly GDP data are sourced from CEIC data, which is proprietary.
DOI: 10.6084/m9.figshare.12462101.v1
title: JARVIS-DFT Finite Difference Elastic Constants (JVASP-53265 to JVASP-60609)

description: Contains input/output files for finite difference method based elastic calculations in the JARVIS-DFT.
DOI: 10.6084/m9.figshare.14175401.v1
title: LattanzioBuontempo_Herpetologica - Raw Data and R Code

description: Raw Data and R Code from 'Ecogeographic Divergence Linked to Dorsal Coloration in Eastern Hog-nosed Snakes (<i>Heterodon platirhinos</i>)' by Matthew S. Lattanzio and Michael J. Buontempo.
DOI: 10.6084/m9.figshare.21271071.v1
title: The effects of pre-hatch elevated corticosterone and post-hatch restrictive food availability on the HPA axis development of mallard ducks (Anas platyrhynchos) data set.xlsx

description: This study examines how maternal stress (simulated through elevated corticosterone <em>in ovo</em>) and post-hatch chronic stressors (food restriction) affect the development of the HPA axis in a precocial bird. <br>
DOI: 10.6084/m9.figshare.26071753.v1
title: Parasteatoda tepidariorum genome

description: Genome used in An atlas of spider development at single-cell resolution provides new insights into arthropod embryogenesishttps://doi.org/10.1186/s13227-024-00224-4
DOI: 10.17632/hfkhff4vmh
title: Data for: Resource Effectiveness of the European Automotive Sector

description: The provided data set provides the basis for the scenario modeling for the European automotive sector for a set of scenarios for the time period 2010 - 2050. The python code reads in scenario files, and allows to choose specific parameters, such as recycling rate and reuse rate for specific components to model the material flows over time and calculate the Relative Statistical Entropy values of the system stages of the material flow system that is provided in the paper.
DOI: 10.6084/m9.figshare.17087300.v1
title: Climatic and environmental data for SEM analysis.xls

description: The dataset involving net primary production, land surface temperature, sea surface temperature, atmospheric specific humidity, vapor pressure deficit, precipitation anomalies for the structural equation model analysis of coupled land-sea warming effects on the LNPP anomaly in the Guangdong-Hong Kong-Macao regions.
DOI: 10.6084/m9.figshare.27934290.v1
title: Blood Donation TPB data_Published.dta

description: The study used a cross-sectional design to assess the factors associated with the intention to donate blood among secondary school students, the major blood donor group in Uganda. The study was guided by the Theory of Planned behavior and was conducted in four purposively selected secondary schools in East central Uganda. All the students were invited to participate in the study. Only 336 out of 559 students completed the questions on the theory of planned behavior constructs leading to a response rate of 60.1%. A self-administered questionnaire was used to collect data on socio-demographic characteristics as well as the theory of planned behavior constructs. Data were analyzed in STATA version 14 using descriptive statistics, Spearman’s rank correlation and logistic regression.
DOI: 10.17632/y5zhfb5ph7
title: Dataset for "Inter‐individual variation in honey bee dance intensity correlates with expression of the foraging gene"

description: This contains the data obtained from the behavioural experiments and the gene expression studies done for the manuscript "Inter‐individual variation in honey bee dance intensity correlates with expression of the foraging gene". There are 2 CSV files. The first file contains the different parameters of all 110 individual foragers observed in the behavioural experiments. The Foraging Intensity (Trips), Number of Dances, Number of Dance Circuits, Dance Probability, Dance Intensity and the Gustatory Response Score for the different feeder conditions are provided, along with the information of the colony to which the forager belonged to. The second file contains the gene expression data of the 3 genes of interest quantified. The dance circuits, gustatory response scores and the relative gene expression values for the different genes of interest as well as the replicate number is provided.
DOI: 10.6084/m9.figshare.25024415.v2
title: <b>Jordanian Version of the Depression Anxiety Stress Scale (DASS-21)</b>

description: Jordanian version of the Depression Anxiety Stress Scale-21 (DASS-21)
DOI: 10.17632/vfd44g4nvn
title: Data for: Knowledge, Attitudes and Mental Health of College Students during the COVID-19 quarantine in China

description: Investigation and Analysis on Mental Health of College Students.
DOI: 10.6084/m9.figshare.24578746.v1
title: CI/CD repositories from GitHub

description: Dataset containing CI/CD repositories
DOI: 10.17632/vz5mxzg7d5
title: Ex vivo dermoscopy in demodicosis

description: Ex vivo dermoscopy in demodicosis
DOI: 10.6084/m9.figshare.14061602.v2
title: BLK360_PetitPlateau

description: Point cloud files of the Petit Plateau plot (12ha) scanned by the BLK360 terrestrial laser scanner.
DOI: 10.6084/m9.figshare.27453258.v3
title: Manuscript Tables, PRISMA flowchart and PRISMA Checklist for Systematic Review on Heavy Metal Contamination of Fish, Fruits and Vegetables in Southwest, Nigeria

description: The aim of this systematic review was to investigate the prevalence of heavy metal contamination in fish, fruits, and vegetables in Southwest Nigeria. The review focused on studies published over a ten-year period, between 2014 and 2024. Articles used for the study were obtained by conducting a comprehensive literature search using several databases, including ResearchGate, Scopus, Google Scholar, ScienceDirect, and PubMed using Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). To identify relevant studies, a plethora of keywords were utilized to search for articles in the selected databases, including. Articles reporting heavy metal contamination in specified food products within the last decade were included.
DOI: 10.25413/sun.23545428.v1
title: Towards strengthening of rehabilitation at primary care: exploring the needs and perspectives regarding rehabilitation services in two low resource contexts

description: File A: Coded data from participant responses for adult patients and primary care providers from the Eastern Cape (EC), South Africa (SA) and Manicaland, Zimbabwe.<br>
DOI: 10.6084/m9.figshare.22309666.v1
title: Supplementary Material for: Artificial intelligence for the classification of pigmented skin lesions in populations with skin of colour: A systematic review

description: Background While skin cancers are less prevalent in people with skin of color, they are more often diagnosed at later stages and have a poorer prognosis. The use of artificial intelligence (AI) models can potentially improve early detection of skin cancers, however the lack of skin color diversity in training datasets may only widen the pre-existing racial discrepancies in dermatology. Objective To systematically review the technique, quality, accuracy, and implications of studies using AI models trained or tested in populations with skin of color, for classification of pigmented skin lesions. Methods PubMed was used to identify any studies describing AI models for classification of pigmented skin lesions. Only studies that used training datasets with at least 10% of images from people with skin of color were eligible. Outcomes on study population, design of AI model, accuracy, and quality of the studies were reviewed. Results Twenty-two eligible articles were identified. Majority of studies were trained on datasets obtained from Chinese (7/22), Korean (5/22), and Japanese populations (3/22). Seven studies used diverse datasets containing Fitzpatrick skin type I-III in combination with at least 10% from Black American, Native American, Pacific Islander or Fitzpatrick IV-VI. AI models producing binary outcomes (e.g., benign vs malignant) reported an accuracy ranging from 70% to 99.7%. Accuracy of AI models reporting multiclass outcomes (e.g., specific lesion diagnosis) was lower, ranging from 43% to 93%. Reader studies, where dermatologists’ classification is compared with AI model outcomes, reported similar accuracy in one study, higher AI accuracy in three studies, and higher clinician accuracy in two studies. A quality review revealed that dataset description and variety, benchmarking, public evaluation, and healthcare application were frequently not addressed. Conclusions While this review provides promising evidence of accurate AI models in skin of color populations, there are still large discrepancies remain in the number of AI models developed in populations with skin of color (particularly Fitzpatrick type IV-VI) and those with largely European ancestry. A lack of publicly available datasets from diverse populations is likely a contributing factor, as is the inadequate reporting of patient-level metadata relating to skin color in training datasets.
DOI: 10.17632/282cngyzs5
title: Data for: Ethanol induces skin hyperpigmentation in mice with aldehyde dehydrogenase 2 deficiency

description: Raw data of discoloration
DOI: 10.17605/osf.io/c9udy
title: Childhood Environment and Patience: Early-Life Resource Scarcity and Current Threat Influence Duration Estimation and Persistence

description: Childhood environment has a significant influence on individuals’ psychology and behaviors. Those who grow up in harsh environments with resource scarcity and uncertainty tend to develop impatience and prefer investing resources in the present rather than the future. We hypothesized that childhood environment also affects patience in terms of duration estimation. In this research, we explored the effects of childhood resource scarcity and economic threat on the duration estimation and the persistence through three studies. Study 1 and Study 3 found that individuals growing up in resource-scarce environments tended to overestimate time and exhibited lower persistence in the economic threat situation. Moreover, duration estimation mediated the influence of childhood socioeconomic status on persistence. Study 2 provided causal evidence that priming childhood resource scarcity affected the duration estimation. The findings showed that individuals growing up in resource-scarce environments tended to overestimate the time cost of the task when facing threats, which led to impatient behavior. The present research investigated the effect of childhood resource scarcity on duration estimation for the first time, offering a novel perspective on time perception to comprehend the psychological and behavioral consequences of life history strategies.

Article：https://doi.org/10.1016/j.paid.2024.112844
DOI: 10.17632/vcp6btht2h
title: A matheuristic framework for the Three-dimensional Single Large Object Placement Problem with practical constraints: datasets

description: This contains the BR datasets (BR1-BR7) used for the experiments for the 3D SLOPP with multiple practical constraints. It also contains the Ivancic datasets to solve the 3D SSSCSP. The SLOPP instances are divided considering different combinations of practical constraints: - orientation and full support stability; - orientation, full support stability, weight limit and load balance; - orientation, full support stability, weight limit, load balance and loading priorities; - orientation, full support stability, weight limit, load balance, loading priorities, stacking and positioning. For the Ivancic dataset, only orientation and full support stability constraints are considered.
DOI: 10.6084/m9.figshare.26266187.v1
title: Advances in neuromarketing and improved understanding of consumer behaviour: analysing tool possibilities and research trends

description: Neuromarketing, an emerging subject and generating diverse body of knowledge in the extant literature, this study aims to present qualitative and quantitative knowledge of the neuroscientific domain by analysing the application of various neuromarketing tools and techniques in conducting the research studies. This paper comprises a systematic review of 61 journal articles combined with bibliometric analysis of 577 peer-reviewed journal articles following the PRISMA framework, employing content analysis and keyword co-occurrence analysis. The comprehensive analysis presented a research profile illustrating chronological trends in neuromarketing research and discovered potential new domains, demonstrating explored and unexplored practical utility in neuromarketing. The results highlight the application of Functional Magnetic Resonance Imaging (fMRI), eye-tracking, and neural networks for data analysis as prospective areas in neuroscientific research. An overview of existing neuroscientific tools was presented based on the user context and research outcomes, outlining their benefits and limitations, along with ethical concerns. A theoretical framework was proposed to illustrate the neuromarketing effect on consumer behaviour, suggesting potential areas for future investigation. The findings of the study will be of interest to scholars and marketers in providing the insights on various neuro tools and techniques, and its significant role in decision-making, such comprehension may improve marketing effectiveness.
DOI: 10.6084/m9.figshare.25516694.v2
title: The datasets used in the article and their sources from Deep learning based on small sample dataset: prediction of dielectric properties of SrTiO<sub>3</sub>-type Perovskite with Doping Modification

description: 'Dataset_refer': Data source for the 'Dataset_refer' dataset
DOI: 10.6084/m9.figshare.28020965.v1
title: How to Improve Usability in Open-Source Software Projects? An Analysis of Evaluation Techniques through a Multiple Case Study

description: Implementation materials (forms, invitations, results, etc) associated with the titled research: "How to Improve Usability in Open-Source Software Projects? An Analysis of Evaluation Techniques through a Multiple Case Study".
DOI: 10.17632/vrvgdvn9sf
title: Data for: Trace element supplementation is associated with increases in fermenting bacteria in biogas mono-digestion of grass silage

description: Trace elements (TE) are known to play a crucial role in microbial metabolism, and to improve biogas output in anaerobic digestion (AD), although the mechanisms are not well characterised. We have characterised the microbial communities associated with anaerobic mono-digestion of grass silage through initiation, stable operation, inhibition at high organic loading rates, and rescue through addition of trace elements (iron, nickel and cobalt). Comparison of these communities with communities from unsupplemented anaerobic co-digestion of a grass silage:slurry mix shows TE supplementation to be significantly associated with increases in genera known to be involved in the metabolism of volatile fatty acids (Gelria, Anaerovorax, Dethiobacter), hydrolysis (Clostridia), and in particular the uncharacterised clostridial order MBA03. However, a decrease was seen in the abundance of methanogenic Archaea, indicating TE supplementation improves mono-digestion of grass silage through augmented fermentation rather than improved methanogenesis.
DOI: 10.6084/m9.figshare.28351739.v1
title: Pseudobaeosporoideae, a new subfamily within the Tricholomataceae for the genus Pseudobaeospora (Agaricales, Tricholomatineae) based on morphological and molecular inference

description: Based on molecular and morphological evidence the new subfamily Pseudobaeosporoideae of the Tricholomataceae is established within the Tricholomatineae for accommodating the unique features of Pseudobaespora such as gymnocarpic mycenoid/collybioid habit, small-sized spores with thick and dextrinoid wall, and presence of crassobasidia.
DOI: 10.6084/m9.figshare.11809326.v1
title: Biological Motion Library (BML)

description: Data.rar: generated synthetic MI motion data corresponding to each MoCap sample in separate fileData.npy: generated synthetic MI motion dataset in one numpy file
DOI: 10.6084/m9.figshare.20539596.v1
title: RaMP Database MySQL Dump v2.1.1 20220822

description: RaMP Update to patch truncated inchi values in the chem_props table. Version 2.1.1.