cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12019035.v118
title: How blood group A might be a risk and blood group O be protected from coronavirus (COVID-19) infections (how the virus invades the human body via ABO(H) blood group carbohydrates).

description: When according to the numbers of Wikipedia (although they are disputed) in countries like Chile, Ecuador, Colombia, Simbabwe and Mexico 59 to 85 percent of the people have blood group O and these countries officially publish extremely low COVID-19 cases and death rates per 1 million inhabitants, this may not alone result from insufficient investigations but might suggest a lower susceptibility of blood group O to the disease. The molecular biology of a virus infection pathogenesis determines the genetic target and the human phenotype-determining enzymes decide about the difference between infection and disease. In the case that <i>O</i>-glycosylation plays a key role in the pathogenesis of coronavirus infections, as was discussed already 14 years ago in a SARS-CoV virus infection and is currently again predicted for SARS-CoV-2 or COVID-19, this would involve the formation of hybrid, serologically A-like, <i>O</i>-GalNAcα1-Ser/Thr-R, Tn (“T nouvelle”) antigenic structures. Although the ACE2 (angiotensin-converting-enzyme 2) protein is defined as the primary SARS-CoV receptor, it is the history of the amino acid serine, suggesting the actual or additional binding via an intermediate hybrid <i>O</i>-glycan: the <em>TMPRSS2 host protease</em>-mobilized, virus-encoded serine molecule gets access to the host's N-acetyl-D-galactosamine (GalNAc) metabolism and the resulting intermediate, hybrid A-like/Tn structure performs the adhesion of the virus to host cells primarily independent of the ABO blood group, while the phenotype-determining sugars become the final glycosidic target. Individuals with blood group A cannot respond with either acquired or innate antibodies to the synthesis of A-like hybrid structures due to clonal selection and phenotypic accommodation of plasma proteins but perform a further (blood group-A-specific) hybrid binding. A first statistical study suggests that people with blood group A have a significantly higher risk for acquiring COVID-19, whereas people with blood group O have a significantly lower risk for the infection compared with non-O blood groups (Zhao, J. <i>et al., </i>2020). While these findings await confirmations, blood group O individuals, lacking the blood group-A-determining enzyme, may develop the least molecular contact with the virus and maintain the anti-A/Tn cross-reactive, complement-dependent isoagglutinin activity, which is exerted by the polyreactive, nonimmune immunoglobulin M (IgM), representing the humoral spearhead of innate immunity and a first line of defense.<b>Reference</b>: Zhao, J. <i>et al.</i> Relationship between the ABO Blood Group and the COVID-19 Susceptibility. <i>medRxiv</i> (2020) doi:10.1101/2020.03.11.20031096.<br>
DOI: 10.6084/m9.figshare.25827355.v1
title: Airline_Data_EDA.xlsx

description: The dataset describe the various factors that effect the airline revenue
DOI: 10.17632/j595b5w736
title: Teachers' attitude towards inclusive education from 2000 to 2020: an extended meta-analysis

description: Data and references for the meta analysis
DOI: 10.17632/mfky2jttwp
title: Low back pain and associated risk factors among medical students in Bangladesh: A cross-sectional study

description: Background: Low back pain (LBP) is one of the leading causes of disability worldwide. Different studies showed the high prevalence of LBP among medical students. However, no study has been conducted on Bangladeshi medical students. Objective: This study evaluated the prevalence, characteristics, and associated risk factors among medical students in Bangladesh. Materials and Methods: A cross-sectional study was conducted from October to December 2020 among randomly selected 240 medical students and medical interns in Faridpur Medical College, Bangladesh, using an online questionnaire. In data analysis, chi-square test and binary logistic regression were performed, and a p-value of < 0.05 was regarded as statistically significant. Results: A total of 207 participants responded, with a response rate of 82.8%. The mean age of the participants was 22.36 ± 1.915 years. The point, 6-month, and 12-month prevalence of LBP was 25.6%, 46.9%, and 63.3%, respectively. In most participants, LBP was localized (53.2%), recurrent (64.9%), undiagnosed (70.8%), affected for a short period (55%), and relieved without taking any treatment (60.4%). Participants who had a significantly higher 12-month prevalence of LBP included females (72.2% vs 52.2%), with BMI >25 kg/m2 (73.2% vs 56.7%), those who performed physical activity at low to moderate frequency (72.4% vs 29.5%), those who spent > 6 hours/day by sitting (71.3% vs 45.3%), and those who did not have enough rest time (92.7% vs 56%). Ergonomic features of chairs, such as having back support, adjustable back support, and adjustable sitting surface, significantly (p < 0.05) influenced the outcomes. Conclusion: The prevalence of LBP among medical students in Bangladesh was high, and most of the risk factors associated with the high prevalence of LBP were modifiable. Hence, LBP can be prevented by implementing preventive strategies and providing ergonomic training and physical activity facilities.
DOI: 10.6084/m9.figshare.15025296.v8
title: Desmodus rotundus Occurrence Record Database

description: The common vampire bat (<i>Desmodus rotundus</i>) is a hematophagous bat species found across the North, Central, and South American continents. <i>Desmodus rotundus </i>is one of the only tree mammal species exclusively having a sanguivorous diet (i.e., blood). The species has a large distributional range and predates on a large range of vertebrate species. <i>Desmodus rotundus</i> is a know reservoir for the rabies virus and contributes to the continued spread of this pathogen across Latin America. Nevertheless, little is known about the historical distribuion of <i>D. rotundus</i> across it range. Historical occurrence data are critical for the assessment of past and current distributions for this species, and is necessary for a plethora of other ecological, biogeographic, and epidemiological studies. This is a dataset of <i>D. rotundus </i>historical occurrence including &gt;37,000 locality reports across the Americas to facilitate spatiotemporal studies of the species.<br>Data and metadata definitions. The following table provides standardized definitions of each occurrence metadata based on the the Darwin Core Archive format. Each piece of metadata for each occurrence is organized and recorded under the listed column headers.<br>Validation Code: This file contains code for usage and cleaning of the <i>Desmodus rotundus </i>record database. This code was also used for the Technical Validation process of the final <i>D. rotunudus</i> dataset.
DOI: 10.6084/m9.figshare.23648703.v2
title: curated_datasets_utmobilenet21.tgz

description: Curation of UTMobileNetTraffic2021 dataset created for the publicationReplication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation<br>Internet Traffic Measurement (IMC) 2023<br>DOI: 10.1145/3618257.3624820For information on the original dataset, please refer to@ARTICLE{9490678, author={Heng, Yuqiang and Chandrasekhar, Vikram and Andrews, Jeffrey G.}, journal={IEEE Networking Letters}, title={UTMobileNetTraffic2021: A Labeled Public Network Traffic Dataset}, year={2021}, volume={3}, number={3}, pages={156-160}, doi={10.1109/LNET.2021.3098455}}<br>https://ieeexplore.ieee.org/abstract/document/9490678<br>https://github.com/YuqiangHeng/UTMobileNetTraffic2021
DOI: 10.6084/m9.figshare.29064968.v1
title: Supplementary material from: Flap-necked chameleons change colour to match their background

description: Supplementary material that details additional methodology of pattern creation, colour selection, and lizard husbandry. There are also additional statistical results of colour and pattern matching experiments in two tables. Two figures show the colours and patterns used in the tests.
DOI: 10.17632/stg935v3pk
title: A Novel Profiling Concept Leading to a Significant Increase in the Mechanical Performance of Metal to Composite Adhesive Joints

description: This dataset contains the raw data obtained during the study detailed in "A Novel Profiling Concept Leading to a Significant Increase in the Mechanical Performance of Metal to Composite Adhesive Joints". This includes Instron data and Acoustic Emission (AE) data.
DOI: 10.6084/m9.figshare.23994432.v1
title: dataset1_Test_Samples.dat

description: This dataset contains the test samples for evaluating the PepCNN model for Dataset1
DOI: 10.26180/19119548.v1
title: Generative Line Drawings Dataset

description: This is a collection of 257 generative art images created using a line drawing algorithm. Each image also includes a numeric score assigned by the generative artist who created the system. The score ranges from 0-5 and the higher the value the better this artist liked this image (in terms of its aesthetics).<br>The images are in png format. The ratings are in a csv file with the number corresponding to the 4 digit number in the image name.<br><br>The dataset is described in more detail in the forthcoming paper: J. McCormack & C. Cruz Gambardella: <i>Quality-diversity for aesthetic evolution</i>, EvoMUSART Conference Proceedings, 2022.
DOI: 10.6084/m9.figshare.13483149.v1
title: Solar database

description: Dataset composed from EPA databases.
DOI: 10.6084/m9.figshare.20455241.v1
title: Potassium fertilization and its impact on production and mineral composition of peach trees

description: Abstract This study aimed at evaluating production parameters of peach trees subject to different doses of potassium fertilization and at establishing the critical level of this nutrient in the soil and in peach tree leaves. The experiment was conducted in the 2016, 2017 and 2018 seasons in a commercial orchard located in Morro Redondo, Rio Grande do Sul state, Brazil. Peach trees of the cultivar Sensação were fertilized at the following doses: 0, 40, 80, 120 and 160 kg ha-1 K2O as potassium chloride applied to the surface of the soil. In the 3-year study, production per plant, number of fruit, fruit mass and fruit diameter were evaluated while soil and leaf samples were collected to undergo chemical analyses. Potassium fertilization in peach orchards increases levels of this nutrient in the 0-20 cm soil layer. Potassium fertilization via soil increased potassium contents in peach tree leaves. Productivity of peach trees responds to superficial potassium application via soil but it does not affect mean fruit mass. The critical level between relative productivity and potassium content in the soil could not be established while the one between production and potassium content of leaves of peach trees was 2.84%.
DOI: 10.6084/m9.figshare.20780995.v1
title: Gene annotation and functional annotation of the protein coding genes

description: Gene annotation and functional annotation of the protein coding genes for the genome assembly of <em>Perilla frutescens</em> (Pfru_yukari_1.0; DDBJ accession numbers BRKX01000001 to BRKX01000071). <strong>yukari_merged_gff_Pfg.gff3</strong>: Gene annotation <strong>FF4P-P_frutescens-protein220720_Pfg.tsv</strong>: Functional annotation of the protein coding genes <br> <br>
DOI: 10.6084/m9.figshare.22144967.v2
title: Data and R codes for Mapping global soil acidification under N deposition

description: Meta-analysis dataset and R codes for the global N deposition effect on soil pH
DOI: 10.6084/m9.figshare.23054258.v1
title: Elephant leg vascular contrast data

description: The DICOM series contain data of a 6 years old, female asian elephant forelimb CT scan with contrast media injected to the vasculature.
DOI: 10.17632/79w2n6b4kf
title: Banana Disease Recognition Dataset

description: 1. Bananas are not only nutritious but also delicious. Both raw and ripe bananas are beneficial for health. It is a good source of potassium, vitamin C, vitamin B6, and dietary fiber, according to nutritional guidelines. 2. Potassium in bananas helps regulate blood pressure and supports overall heart health. Its' dietary fiber aids digestion and helps in maintaining gastrointestinal regularity. Natural sugars like glucose, fructose, and sucrose in bananas provide quick and sustained energy. 3. With a low glycemic index, bananas assist in keeping blood sugar levels stable. The fiber content promotes a feeling of fullness, aiding in weight management. It contains serotonin, a neurotransmitter that contributes to a good mood and stress reduction. 4. Vitamin A in bananas supports healthy vision, and they may contribute to age-related macular degeneration prevention. The presence of magnesium and vitamin B6 in bananas helps maintain strong bones. It also contains prebiotic fiber that supports the growth of beneficial gut bacteria, contributing to a healthy digestive system. 5. The prevalence of various diseases associated with bananas highlights the need for proper measures to be taken to mitigate their impact, which may lead to a reduction in banana production on a large scale. Therefore, adopting preventive measures as soon as symptoms of diseases are observed is crucial. 6. Diseases in crops pose a significant challenge to agricultural production, impacting the quality and productivity of the crops. Due to environmental factors, diseases in crops can have adverse effects on both yield and quality. For instance, banana diseases can negatively impact the yield and quality of bananas, leading to significant economic losses for farmers. Traditional methods of identifying and managing crop diseases are often time-consuming, labor-intensive, inefficient, and subjective. 7. Such classification and identification tasks have been a promising area for computer vision in recent years. 8. A large dataset of seven different banana classes—Healthy Leaf, Bract Mosaic Virus Disease, Black Sigatoka, Insect Pest Diseases, Moko Disease, Panama Disease, and Yellow Sigatoka—is shown in order to create machine vision-based algorithms. 9. There are 408 images of bananas in all, taken in actual fields. Then, in order to expand the number of data points, shifting, flipping, zooming, shearing, brightness enhancement, and rotation techniques are used to create a total of 2856 augmented images from these original images.
DOI: 10.17632/z7dbz8x47b
title: Quantum mechanical cluster calculations of ionic materials: Revision 10 of theab initio Perturbed Ion program

description: Abstract We present the 10th revision of the pi7 code, a program to calculate the electronic structure of ionic materials by means of theab initio Perturbed Ion (aiPI) method. The program has been extensively optimized and partially vectorized since the last published version, significantly improving its performance. Two completely new modules have been incorporated into the main code. The first of them computes interionic potentials directly from theaiPI solution, and the second one introduces a ... Program title: pi7r10 Catalogue ID: ACNZ_v2_0 [ADFT] Nature of Problem Ab initio determination of the electronic structure and properties of ionic materials, including pure and defective crystals and isolated finite clusters. Versions of this program held in the CPC repository in Mendeley Data ACNZ_v2_0; pi7r10; 10.1016/S0010-4655(97)00030-1 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.14481975.v1
title: Case data with referenced sources for other countries/regions from Novel coronavirus 2019-nCoV (COVID-19): early estimation of epidemiological parameters and epidemic size estimates

description: Since it was first identified, the epidemic scale of the recently emerged novel coronavirus (2019-nCoV) in Wuhan, China, has increased rapidly, with cases arising across China and other countries and regions. Using a transmission model, we estimate a basic reproductive number of 3.11 (95% CI, 2.39–4.13), indicating that 58–76% of transmissions must be prevented to stop increasing. We also estimate a case ascertainment rate in Wuhan of 5.0% (95% CI, 3.6–7.4). The true size of the epidemic may be significantly greater than the published case counts suggest, with our model estimating 21 022 (prediction interval, 11 090–33 490) total infections in Wuhan between 1 and 22 January. We discuss our findings in the light of more recent information.This article is part of the theme issue ‘Modelling that shaped the early COVID-19 pandemic response in the UK’.
DOI: 10.6084/m9.figshare.23739126.v1
title: Human hematopoiesis - RNA velocity analysis

description: AnnData object of scRNA-seq dataset of human hematopoiesis taken from the NeurIPS 2021 <em>Multimodal single cell data integration challenge</em>. This file was used for the RNA velocity-based analysis shown in the manuscript. <br> Please cite the original publication: https://proceedings.mlr.press/v176/lance22a.html
DOI: 10.6084/m9.figshare.24715752.v3
title: The influence of gas‒solid injector structural parameters(1-4) on injection performance

description: A gas‒solid injector acts as a power source in a pneumatic conveying system, and its structural parameters have a great influence on the injection and conveying performance of the system. This study uses a pure flow field experiment bed, a particle pneumatic injection experiment bed, and CFD‒DEM coupling simulation technology, as well as a gas‒solid injection experiment and gas‒solid coupling simulation datasets of gas‒solid injectors under four different particle mass flow rates, to present a pure flow field injection experiment and pure flow field simulation datasets of gas‒solid injectors with different structural parameters in the absence of particles. We evaluate the injection performance of gas‒solid injectors through the injection ratio, average pressure, transport time, conveying ratio, energy increasing ratio, and total energy consumption ratio. This dataset has great value for engineers and designers, providing a reference for designing gas‒solid injectors and other pneumatic conveying devices.
DOI: 10.17632/2mcfj7hw2y
title: PR gene expression in powdery mildew infected Hevea brasiliensis clones

description: Comparative analysis of the transcriptome profiles from Hevea brasiliensis clones highlights the differential expression of genes associated with pathogen response in powdery mildew infection. The data presented here is from two Malaysian rubber clones RRIM 2025 and RRIM 929 evaluated for all the significantly up-regulated and down-regulated PR genes involved in powdery mildew resistance.
DOI: 10.17632/pbk7k7bstk
title: Data for: Fixed effects spatial panel data models with time-varying spatial dependence

description: Code for simulations
DOI: 10.17633/rd.brunel.10120238.v1
title: Grammar tests, Government and pedagogical coercion in England's primary schools - interview transcriptions

description: Anonymised transcriptions of teacher interviews, where they were asked about their perceptions and attitudes towards the primary school Grammar, Punctuation and Spelling tests. These interviews were used, alongside policy documents and test questions, in order to provide a rich account of how the GPS tests have impacted teachers' lives in primary schools. All participants consented to anonymised data being published.
DOI: 10.6084/m9.figshare.1168938.v3
title: IUPAC vs Siegbahn notation of x-ray transitions

description: Spreadsheet tabulating the official IUPAC notation of elemental x-ray transitions vs the simpler Siegbahn notation. This table shows corresponding Siegbahn label (if any) for all elemental x-ray transitions.
DOI: 10.6084/m9.figshare.14608113.v2
title: Additional files: Assessment of organizational policies in a retail store based on a simulation model.

description: Additional file. Input data.Article: Assessment of organizational policies in a retail store based on a simulation model.
DOI: 10.6084/m9.figshare.20456814.v1
title: PBMCs

description: Single cell gene expression dataset of 10k Human peripheral blood mononuclear cells (PBMCs) processed with Cell Ranker 6.1.0. Cells were annotated using scvi-tools, the original, unlabeled dataset can be found here.
DOI: 10.6084/m9.figshare.21641111.v2
title: An updated version of the Madagascar periwinkle genome

description: Catharanthus_roseus_v2.1_UT.cds (Predicted CDS). Catharanthus_roseus_v2.1_UT.gff (Genome annotation file (GFF)). Catharanthus_roseus_v2.1_UT.pep (Predicted proteins). Catharanthus_roseus_v2.1_UT.tr (Predicted transcripts). Cuello et al - F1000R - SuppMat.xlsx (Supplementary tables). <br>
DOI: 10.6084/m9.figshare.9273101.v1
title: GP31_B71.nwb

description: The enclosed data is collected using a high-density 256-channel electrocorticography array implanted in a human patient during treatment for epilepsy. The subjects are reading aloud consonant-vowel syllables from a list. The data was collected by Dr. Edward Chang at the University of California, San Francisco, and curated by Ben Dichter.<br>Data is organized by subject ID, and each file is a continuous recording session in Neurodata Without Borders: Neurophysiology (NWB:N) 2.0 format. Voltage traces are included for each of the recorded 256 channels. Microphone signal was recorded at the time but is removed for HIPAA compliance. Detailed hand-marked annotations are provided which mark what syllable was said, and the times of the start, consonant-vowel transition, and end of each syllable. A rest-period time is also included when the subject was silent, which can be used as a baseline. Hand-marked anatomical labels are included for electrodes in the relevant brain regions. All dates have been removed for HIPAA compliance and replaced with Jan 1, 1900.
DOI: 10.17632/4pk5fwybzd
title: Changing nurse practitioner students’ perceptions regarding substance use disorder

description: Nurse practitioners, like other healthcare professionals, are serving an increased number of individuals and families affected by substance use disorder (SUD), in a variety of healthcare settings. There is limited information on the gains in knowledge, attitudes/beliefs, confidence, skills post education on SUD. The presented research data demonstrates significant positive changes (p
DOI: 10.17632/vnvkcs3kmw
title: Preference Signaling in Dermatology Residency: An Ethical Analysis

description: Supplemental Table for JAAD Manuscript: "Preference Signaling in Dermatology Residency: An Ethical Analysis."
DOI: 10.6084/m9.figshare.11474403.v1
title: IJC_Clinical features and SNPs genotype.xlsx

description: Genotyping results for 143 risk SNPs with <i>P </i>&lt; 10<sup>-4</sup> from 1365 breast cancer participants.
DOI: 10.6084/m9.figshare.21695561.v2
title: PSY-COVID-1 General Dataset

description: This is the main dataset from the PSY-COVID online survey in its first wave (may-september 2020). It contains 11M data provided by 82.772 participants from 55 countries.Dataset contains data about these domains: Behavioural changes and adaptation during the pandemic, behaviours and their determinants facing the SARS-CoV-2 contagion, mental health (anxiety, depression, somatization, posttraumatic growth), social and physical context of lockdown/confinement during the first wave of the pandemic, personal dispositional variables (personality, resilience, loneliness) and sociodemographical variables.