cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16610440.v1
title: variety_frame.rds

description: An R data file containing all site-variety combinations across all species and years.<br><br>Load into an R workspace with a *lot* of spare RAM.<br>
DOI: 10.6084/m9.figshare.12687722.v1
title: Datos right-wing populism in Andalucia (Spain).xlsx

description: These are the data used in the paper entitled "What are the factors behind the irruption of extreme right-wing populism in the Andalusian 2018 election? Modeling the results"<br>
DOI: 10.6084/m9.figshare.14897160.v1
title: Prevalence of Methicillin-Resistant Staphylococcus aureus in a tertiary hospital in Nepal

description: The study is about prevalence of MRSA in a tertiary hospital in Nepal. It is part of SORT IT training on AMR.<br>Any data use should take permission from IRC of Patan Academy of Health Sciences.
DOI: 10.6084/m9.figshare.17081231.v1
title: State of Open Data Survey 2021 additional resources

description: Cleaned data and questionnaire for the 2021 State of Open Data survey developed between Springer Nature and Digital Science. The annual survey looks to understand attitudes and behaviours of research authors to the sharing of data and usage of that which is openly available.
DOI: 10.6084/m9.figshare.13270970.v1
title: Additional files for Object Detection

description: Here, the author has stored the additional file of Object detection.
DOI: 10.6084/m9.figshare.28645586.v1
title: Final Data Set_.xlsx

description: This study explores the underlying causes of poor communication management and assesses its impact on project performance.
DOI: 10.6084/m9.figshare.25648788.v2
title: Injuries - Transfermarkt.com

description: Injuries represent a critical aspect of the welfare and performance of players in football.To collect injury data, we used web scraping techniques to gather information on player injuries throughout their careers, directly from the Transfermarkt.com website (e.g., https://www.transfermarkt.com/lionel-messi/verletzungen/spieler/28003).<br>This dataset contains a total of +107,000 injuries accross +18,500 players from Transfermarkt.comThe injuries dataset contains the following fields:<b>Season </b>: The season during which the injury occurred.<b>Injury </b>: The type of injury the player suffered.<b>from </b>: The start date of the injury.<b>until </b>: The end date of the injury.<b>Days </b>: The number of days the player suffered from the injury.<b>Games </b><b>missed </b>: The number of games missed due to injury.<b>player</b>_<b>name </b>: The name of the player affected by the injury.<b>p</b><b>layer_</b><b>id </b>: The identifier of the player affected by the injury, which corresponds to the Transfermarkt player identifier.<b>url_injuries :</b> The url of the player's injury record.Here are the sources of the differents datasets:Transfermarkt (Open Data)Transfermarkt.com<br>The scientific article explaining the data set will be available soon
DOI: 10.6084/m9.figshare.25406992.v1
title: S7_c-axes Ziller

description: This is the supplementary dataset S7 to the paper "How to quantify heavy mineral fertility from point-counting data". The dataset contains the b-axes and c-axes measured on 158 individual grains of apatite, biotite, epidote, garnet, hornblende, and zircon by turning them under a digital microscope.
DOI: 10.6084/m9.figshare.20161244.v2
title: CLER.nvpx.zip

description: NVivo project where reviewed articles are stored, coded and annotated for the purposes of a literature review regarding the issue of scale matches and mismatches in recent ecological literature. The project includes coding matrices and allows for articles' exploration through other tools such as hierarchy charts and frequency count.
DOI: 10.6084/m9.figshare.16607927.v1
title: Supplementary files - the Cost of MNM and PLTCs in Kenya

description: Reducing the level of premature maternal deaths (mortality) globally by 2030 to less than 70 per 100,000 live births is the target of Sustainable Development Goal (SDG) 3.1. Currently, the maternal mortality ratio in Kenya remains relatively high despite decades of investment and commitments by the government. Moreover, accurate data to provide the basis for more targeted interventions and to monitor progress on this particular SDG target are hard to come by. The current study by APHRC is therefore very timely since it presents national level estimates on the incidence of maternal near-miss (MNM), the clinical management of pregnancy-related complications and the direct financial costs of managing such complications. This report highlights critical gaps in the quality of maternal healthcare to guide programming towards improving maternal outcomes. Study findings show that the national annual incidence of maternal near-miss was estimated at 7.2 per 1,000 live births and the intra-hospital maternal mortality ratio was 36.2 per 100,000 live births. Majority of MNM cases were caused by postpartum hemorrhage and pre-eclampsia. Evidence shows that while the quality of care was largely optimal, a significant proportion of women could not obtain the required care for the complications they suffered. Findings also demonstrated that the direct financial burden of treating near-misses was high, with wide variations across regions in Kenya. Most patients made out–of-pocket (OOP) payments for costs incurred during care and a substantial proportion of patients benefitted from medical fee exemption or waivers. Based on these findings, this study offers guidance on strategic opportunities available at health system, health facility and community levels to address the gaps identified and strengthen maternal healthcare. These include improving the health system's capacity to provide care for emergency obstetric care, introducing facility audits of near-miss events, as well as community-level research and interventions to eliminate barriers to care and assessing the efficacy of the free maternal health services policy in Kenya.<b></b> <b><br> </b> <b> </b>
DOI: 10.25452/figshare.plus.19306594.v3
title: Magnetic Resonance Imaging (MRI) scans from the study "effects of TBS of the DLPFC with TMS-EEG"

description: This dataset contains structural MRI scans from 24 subjects that participated in an experiment designed to investigate the effects of intermittent theta burst stimulation (iTBS) and continuous theta burst stimulation (cTBS) (for a detailed description please refer to the original article doi: https://doi.org/10.1038/s41597-022-01820-6).<br>Structural MRI scans obtained using a Philips Achieva 3T (TX) - DS MRI scanner (Zipped). All MRI scans have been de-identified and anonymised using the Fieldtrip <i>ft_defacevolume </i>and <i>ft_anonymizedata</i> functions. For all participants, T1-weighted sequences (TR= 5.7 ms, TE=2.6ms, FOV=250×250×190 mm, voxel size=1×1×1 mm, matrix 250x250, Flip angle 8°, 190 sagittal plane slices) was used to acquire structural MR images covering the whole brain. In the same session, high-resolution DTI (TR= 13737 ms, TE=59 ms, FOV=240×240×120 mm, voxel size=2×2x2 mm, matrix 120×120, Flip angle 90°, 30 transverse plane slices) was also acquired.<br>Documentation files:<br><b>README.txt</b>: Description of dataset and its experimental sessions, MATLAB scripts, getting started (how to use the codes) and contact for queries.<br><b>dataset_description.csv</b>: Name of experiment, reference to manuscript, authors and basic description of the datasets.For a detailed description please refer to the original article (doi: https://doi.org/10.1101/2021.06.21.449219).<br><b>participants.csv</b>: Spreadsheet with the participant number, demographic information (age, gender, ethnicity and years of education) and experimental sessions' information (RMT, TBS intensity, TEP intensity, sessions dates, session condition and adverse events) for the 24 subjects.<br><br><b>metadata summary.csv</b>: Measurement(s); Technology Type(s); Factor Types(s); Sample Characteristic - Organism.<br><b>DTI bval and bvec </b>files for each subject relevant for DTI analysis. <b>bval:</b> contains a single number per volume that indicates how large of a diffusion gradient was applied to the data.<b> </b><b>bvec</b>: contains a triplet of numbers per volume that shows in what directions the gradients were applied.<br>See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.5910329
DOI: 10.6084/m9.figshare.5379448.v1
title: Supplementary materials "The effects of bidialectalism on executive function"

description: Analysis notebook, R code and data.<br><br>BidialectalismEF_notebook.html: Notebook.<br>BidialectalismEF_rawcode.Rmd: Raw R code and comments.<br>bidialectalism_ef.csv: Flanker and Simon data.<br>bidialectalism_q.csv: Questionnaire data.<br>
DOI: 10.6084/m9.figshare.9742076.v1
title: Supplementary Material for: Blended Psychotherapy – verzahnte Psychotherapie: Behandlungskonzept und Fallbericht zur Integration von Internet- und Mobil-basierten Interventionen in die Kurzzeittherapie von depressiven Störungen

description: <b><i>Hintergrund:</i></b> Blended Psychotherapy (bPT) ist ein Behandlungskonzept zur Integration von Internet-/Mobil-basierten Interventionen in die ambulante/stationäre Psychotherapie. Es kann den Therapieprozess bereichern, indem Online-basierte Behandlungselemente als verlängerter therapeutischer Arm genutzt und zwischen den Therapiesitzungen von PatientInnen zeit- und ortsunabhängig bearbeitet werden. Dadurch könnten die Effektivität von Psychotherapie potenziell verbessert oder mehr Therapieplätze durch die eingesparte Therapeutenzeit angeboten werden. Der Fallbericht soll ein Verständnis der Verzahnung der Behandlungselemente ermöglichen. <b><i>Fallbericht:</i></b> Die viermonatige Kurzzeit-Depressionsbehandlung einer 48-jährigen Patientin mit sechs Face-to-Face-Therapiesitzungen, sechs Online-Lektionen und App-Ratings wird nach den CARE-Richtlinien und auf Basis quantitativer und qualitativer Daten (Behandlungsdokumentation) dargestellt. Die depressive Sympto­matik reduzierte sich im Behandlungsverlauf klinisch signifikant (Patient Health Questionnaire [PHQ-9], 0–27: T0 = 17; T1 = 7) von einer mittel-schwergradigen zu einer subklinisch-milden Ausprägung und erfüllte im 12-Monats-Diagnostikinterview keine klinischen Diagnosekriterien. Die Patientin zeigte eine maximale Behandlungszufriedenheit (Fragebogen zur Patientenzufriedenheit [ZUF-8], 8–32: T1 = 32) sowie Adhärenz und bewertete die therapeutische Bezie­hung sehr positiv (Working Alliance Inventory [WAI], 12–60: T1 = 57). <b><i>Schlussfolgerung:</i></b> bPT war bei dieser Patientin ge­eignet, um depressive Symptome zu reduzieren. Stärken der Behandlung waren die gute Integrierbarkeit der Online-Behandlung in die Berufstätigkeit der Patientin und die Individualisierung in den Therapiegesprächen durch die Therapeutin. Die Vorgabe von sechs Therapiesitzungen schränkte den Behandlungserfolg insofern ein, dass nicht alle Behandlungsthemen therapeutisch bearbeitet und keine Rezidiv­prophylaxe durchgeführt werden konnten.
DOI: 10.6084/m9.figshare.14672211.v1
title: sud2020-op

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)
DOI: 10.6084/m9.figshare.21671201.v2
title: C4Evol Brassicaceae genomes

description: This project intends to sequence the genome and transcriptome of several Brassicaceae species, including C3 and C3-4 intermediates, and thereafter to pinpoint genetic differences between groups with different photosynthesis kinds. By cross-referencing genetic data with detailed phenotype evaluation, we aim to identify new genetic connections to the development of C3-4 intermediacy. Less...
DOI: 10.6084/m9.figshare.26190104.v1
title: <b>Immunization coverage 2017 to 2022</b>

description: Evaluating the Impact of COVID-19 on routine childhood immunizations coverage in Zambia
DOI: 10.34740/kaggle/dsv/12023294
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.13635431.v2
title: 30-arc second spatial resolution of urban geometric datasets with global coverage

description: Grid-based building morphological parameters with global coverage at 30-arc second spatial resolution are currently available in GeoTIFF format. Provided datasets contains three-building morphological parameters (the mean building height <i>Have</i>, plan area density <i>PAD</i> and frontal area density <i>FAD</i>) and two-aerodynamic parameters (aerodynamic roughness length <i>z<sub>0</sub></i> and zero-place displacement <i>d</i>) and sky-view factor (<i>svf</i>).The building morphological datasets were estimated from the global databases such as population, nighttime light, impervious surface area and gross domestic products. Two aerodynamic parameters and sky-view factors are calculated using the empirical equations discussed by Kanda et al. (2013) and Kanda et al. (2005), respectively.<br><b>1. Raster files</b>: (parameter name)_2013.tifFormat: GeoTIFFProjection: WGS 1984 World Mercator projectionSpatial resolution: 30-arc second<br>Data list: <i>Have_2013.tif</i>, <i>PAD_2013.tif</i>, <i>FAD_2013.tif</i>, <i>d_2013.tif</i>, <i>z0_2013.tif</i>, <i>svf_2013.tif</i><br><b>2. Building Original Data</b>Format: Microsoft Excel Workbook<i>Original_building_data.xlsx</i> contains observed building morphological parameters calculated from three- and two-dimensional building databases, and global databases (impervious surface area <i>ISA</i> and population density adjusted by nighttime light <i>PopdenVIIRS</i>) at each grid code.<br><i>Validation_analysis.xlsx</i> contains building morphological parameters calculated from three-dimensional building database (observed) and parameters estimated from global databases (predicted) at one-km spatial resolution in Berlin, Singapore and Osaka.<i>Additional_validation_UScities.xlsx</i> contains building morphological parameters at one-km resolution by NUDAPT database (observed) and estimated from global databases (predicted) for 42 US cities. We used this data in the Supplementary Discussion. <i>Megacities_statistic.xlsx</i> contains <i>GDP<sub>city</sub></i>, the maximum, minimum, mean value and standard deviation of each predicted building morphological parameters at 37 megacities. <br><br><b>3. Source Code</b>Programming language 1: Python site package in ArcGIS v10.3.1<i>Calculate_parameters.py</i> contains code for calculating observed building morphological parameters from grid-based two- and three-dimensional building database input. We recommend using this script after using the Split By Attributing Tools to convert a fishnet building footprint map into multiple grids.<i>Modifying_population_by_nightlight.py</i> contains code for adjusted population density by nighttime light at each grid.Programming language 2: Python v2.7<br><i>Converting_grids.py</i> contains code for converting grid-based population density adjusted by nighttime light into a global map. This source code is used after running <i>Modifying_population_by_nightlight.py</i>. <br>
DOI: 10.6084/m9.figshare.29118509.v2
title: Diels-Alder reaction space for self-healing polymer

description: This dataset supports the research presented in the paper *"Screening Thermally Reversible Diels-Alder Reactions for Self-Healing Polymers via Integrated Machine Learning and Reaction Profile Calculations"*, and includes high-throughput data related to the generation and analysis of Diels-Alder (DA) reactions. The reactions cover both synthetic diene-dienophile pairs and combinations derived from natural products, facilitating the study of key properties such as thermal responsiveness, reactivity, and reversibility. This dataset can support various research directions, including the design of self-healing polymers, modeling of reaction reversibility, exploration of reaction mechanisms, and development of machine learning models.
DOI: 10.6084/m9.figshare.9842702.v2
title: A high-quality hourly, daily and monthly solar irradiance dataset in China during 1981-2014 based on MERRA-2 Reanalysis products

description: <b>A high-quality hourly, daily and monthly solar irradiance dataset in China during 1981-2014</b><b> based on MERRA-2 Reanalysis products</b>Wenmin Qin<sup>1</sup>, Lunche Wang<sup>1</sup>, Ming Zhang<sup>1</sup>, Lan Feng<sup>1</sup>, Yulong Zhong<sup>1</sup>, Qiqi Zhu<sup>1</sup>，Hejin Fang<sup>1</sup>, Hong Cai<sup>1</sup>, Chao Yang<sup>2</sup><sup>1</sup>Hubei Key Laboratory of Critical Zone Evolution, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China;<sup>2</sup> Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan 430077, China;Corresponding author: Wenmin Qin, Hubei Key Laboratory of Critical Zone Evolution, School of Geography and Information Engineering, China University of Geosciences, Lumo road 388, Hongshan District, Wuhan 430074, China; Tel.: +86 18163315797; E-mail: qinwenmin@cug.edu.cn.<b>Abstract: </b>Solar irradiance (SI) is the main driving factor contributing to climate change and energy balance between the land and atmosphere. High-quality records of global solar irradiance (GHI), direct normal irradiance (DNI) and diffuse solar irradiance (DIF) are of vital importance for solar applications, but the solar radiation observations are sparse around the world. As an alternative, numerous SI reanalysis data in grid format have been developed in regional and global scales. Among them, the MERRA-2 (Modern-Era Retrospective Analysis for Research and Applications, version 2) products could provide high quality SI records with acceptable accuracy and long temporal ranges. This study attempted to improve the accuracy of GHI records derived from MERRA-2 products, and to generate grid DNI and DIF datasets for all-sky conditions over mainland China during 1981-2014, based on the REST2 model and cloud transmittance estimates combining sunshine observations. The results indicate that the estimated GHI values (GHInew) show higher agreements with GHI measurement at 17 CMA (China meteorological administrations) stations than that for the GHI records derived from MERRA-2 products (MERRA-2 GHI). Then, grid GHI, DNI and DIF datasets (0.50° (lat) *0.625° (lon)) throughout China were constructed. The results indicated that the MERRA-2 GHI records may overestimate the GHI values over mainland China. The grid GHI, DNI and DIF dataset generated in this study can assist in numerous solar studies and applications.<br><br><br>Correspondence to: qin wenmin (qinwenmin@cug.edu.cn)
DOI: 10.6084/m9.figshare.7111217.v3
title: Reaction times to stimuli (Leigh Woods)

description: Description for column titles:pptnum - participant identifierhardest - optimised for easiest (0) or hardest (1) to see colourprotan - dichromat (1) or trichromat (0) representationrtime - reaction time in secondsx51keycode63 - which button was pressed (51: left shift, 63: right shift)R - stimuli colour red channelG - stimuli colour green channelB - stimuli colour blue channelprotanR - dichromat stimuli colour channel 1protanG - dichromat stimuli colour channel 2protanB - dichromat stimuli colour channel 3rcentre - vertical target location on screenccentre - horizontal target location on screencoverage - percentage of target visible (1 = 100%)foregroundimage - foreground image (unused)backroundimage - background imageflipped - was the background image horizontally flipped (0: no, 1: yes)
DOI: 10.6084/m9.figshare.22179353.v2
title: The study data of "Seawater-groundwater-river interactions alter nitrogen cycle patterns and nitrogen availability in the Coastal Earth Critical Zone".

description: This dataset includes physicochemical parameters, stable isotopes, and the 16S rDNA sequencing data of the microbial community of water samples in the Coastal Earth Critical Zone.
DOI: 10.6084/m9.figshare.3530405.v1
title: Appendix E. Model statistics for the general linear models with Poisson error term for species richness divided into different groups based on taxonomy and frequency of sexual reproduction.

description: Model statistics for the general linear models with Poisson error term for species richness divided into different groups based on taxonomy and frequency of sexual reproduction.
DOI: 10.6084/m9.figshare.24235114.v1
title: Supplementary Material for: Unilateral Melanoma-Associated Retinopathy Case Report

description: In this report, we present a case of unilateral melanoma-associated retinopathy in a 72-year-old woman. The patient's main symptoms were decreased vision and positive dysphotopsia. Unilateral electronegative electroretinogram (ERG) was suggestive for melanoma retinopathy. PET-CT discovered metastatic disease, three years after the initial melanoma. A prompt treatment with corticosteroids was started, followed by immunotherapy. The central and peripheral vision of the patient improved and the electroretinogram showed normalization of the responses. This case highlights the importance of early recognition and individualized treatment strategies for melanoma-associated retinopathy.
DOI: 10.6084/m9.figshare.12355073.v1
title: Electrophysiology practicals for undergraduate students

description: Electrophysiological techniques, such as electromyogram, electrocardiogram, and electroencephalogram recordings, are frequently used in research and clinical laboratories to study excitable tissues and even diagnose diseases. Thus, it important, especially for students in the biomedical sciences but also in other fields like biology and physics, to learn about the underlying theory and applications of these techniques. The goal of this project is to develop a series of hands-on learning practicals designed to teach undergraduate students instrumentation, electrophysiological recording techniques, and data analysis of electrophysiological recordings. Additional practicals will deal with related skills, such as dissection, tissue preparation, and cell imaging. All educational materials (practicals, data, code) are shared under open licenses to allow sharing, reuse, and adaptation.
DOI: 10.6084/m9.figshare.20015483.v1
title: Physical activity level of patients on hemodialysis: a cross-sectional study

description: ABSTRACT The level of physical activity of patients under hemodialysis treatment was assessed, noting its relation with sociodemographic and laboratory variables. A cross-sectional study comprised of 108 individuals with chronic kidney disease under hemodialysis divided into "active" and "sedentary" groups was conducted. Socioeconomic data (semi-structured questionnaire), characteristics of kidney disease, level of physical activity (International Physical Activity Questionnaire - IPAQ) and laboratory data (hematocrit, hemoglobin, creatinine, albumin, urea) of past examinations taken from medical records were assessed. 8% of the patients in the sample were identified as sedentary and 70.4% did not receive guidance for performing physical activity (p=0.013). Correlations between the level of physical activity and socioeconomic, clinical data and biochemical parameters were not observed. It was concluded that individuals with chronic renal disease under hemodialysis therapy have low level of physical activity. This finding is related to the frequency of guidance in that regard for the population on dialysis, not being related to the demographic, clinical and biochemical data evaluated.