cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12056853.v1
title: Repeatability and heritability of production characters in strawberry fruits

description: ABSTRACT The estimation of repeatability coefficient provides support to define the number and the appropriate period of genotype evaluations, obtaining better success in breeding programs, in order to lower labor costs. Therefore, knowing repeatability and heritability parameters is relevant. Thus, the aim of this study was to estimate the repeatability and heritability coefficients and accurately determine the number of measurements. Eight strawberry cultivars were analyzed in a randomized block design with four replicates and eighteen plants per plot, being harvested twice a week over a period of six months (May to October, 2012), totalizing six evaluations. Among the evaluated traits, the estimated heritabilities ranged from 3.13% (number of fruits) to 40.20% (average fruit mass) whereas the repeatability ranged from 9.00 to 42.06% for the same characters. The minimum number of evaluations, to reach a coefficient of determination with an accuracy of about 80%, ranged from the maximum of 40 for fruit number and the minimum of 6 for average fruit mass. In order to be considered commercially important marketable fruit mass, minimum of 20 evaluations are required, it means, at least, 20 months.
DOI: 10.6084/m9.figshare.22284562.v1
title: team

description: wyscout
DOI: 10.6084/m9.figshare.7562237.v2
title: RQ4

description: Each CSV file contains information about the number of classes in a framework according to the number of extension points defined in them.This file can be used as input to the plots.R scriptThe pdf files show the resulting graphics corresponding to the data of the csv files.
DOI: 10.17632/t67pmwmsfw
title: Data for: Foraging decisions as multi-armed bandit problems: applying reinforcement learning algorithms to foraging data

description: Data for the manuscript "Foraging decisions as multi-armed bandit problems: applying reinforcement learning algorithms to foraging data". This is an excel file with 4 tabs, each containing the data set for a group size (i.e., 10, 25, 50, and 100 larvae).
DOI: 10.6084/m9.figshare.5124643.v1
title: Supplementary Material for: Effect of Vitamin D Receptor Activator Therapy on Vitamin D Receptor and Osteocalcin Expression in Circulating Endothelial Progenitor Cells of Hemodialysis Patients

description: <b><i>Background:</i></b> The effects of vitamin D receptor (VDR) and osteocalcin (OC) expression as well as VDR agonist (VDRA) therapy on circulating endothelial progenitor cells (EPCs) has not been elucidated yet. <b><i>Methods:</i></b> We therefore analyzed EPCs in 30 healthy controls and 82 patients undergoing dialysis (no VDRA therapy: 28; oral calcitriol: 30, and intravenous paricalcitol, PCTA: 24). The percentage of EPCs (CD34+/CD133-/KDR+/CD45-) expressing VDR or OC, and VDR and OC expression defined by mean fluorescence intensity (MFI) were analyzed using flow cytometry. The in vitro effect of VDRAs was evaluated in EPCs isolated from each patient group. <b><i>Results:</i></b> The percentage of VDR+ EPCs correlated positively with VDRA therapy and 25(OH)D, and negatively with diabetes, C-reactive protein, hemoglobin and osteopontin. VDR-MFI correlated positively with VDRA therapy, parathyroid hormone (PTH) and 25(OH)D, and negatively with diabetes and osteopontin. The percentage of OC+ EPCs correlated positively with the calcium score, PTH and phosphate, and negatively with 25(OH)D. OC-MFI correlated positively with calcium score, PTH, phosphate and hemoglobin, and negatively with albumin, 25(OH)D and osteopontin. Cell cultures from patients without VDRA therapy had the highest levels of calcium deposition and OC expression, which both significantly decreased following in vitro VDRA administration: in particular extracellular calcium deposition was only reduced by adding PCTA. <b><i>Conclusions:</i></b> Our data suggest that 25(OH)D serum levels and VDRA therapy influence VDR and OC expression on circulating EPCs. Since OC expression may contribute to vascular calcification, we hypothesize a putative protective role of VDRA therapy.
DOI: 10.6084/m9.figshare.19873927.v2
title: Examination of genome-wide ortholog variation in clinical and environmental isolates of the fungal pathogen Aspergillus fumigatus

description: <em>Aspergillus fumigatus</em> is both an environmental saprobe and an opportunistic human fungal pathogen. Knowledge of genomic variation across <em>A. fumigatus </em>isolates is essential for understanding the evolution of pathogenicity, virulence, and resistance to antifungal drugs. Here, we investigated 206 <em>A. fumigatus</em> isolates (133 clinical and 73 environmental isolates) aiming to identify genes with variable presence across isolates and test whether this variation was related to the clinical or environmental origin of isolates. The PanOrtho genome of <em>A. fumigatus </em>constitutes 13,085 ortholog groups, of which 7,773 (59.4%) are shared by all isolates (CORE) and 5,312 (40.6%) vary in their gene presence across isolates (ACCESSORY plus singletons). Despite differences in the distribution of orthologs across all isolates, no significant differences were observed among clinical versus environmental isolates when accounting for phylogeny. Orthologs that differ in their distribution across isolates tend to occur in low frequency and/or be restricted to specific isolates; thus, the degree of genomic conservation between orthologs of <em>A. fumigatus </em>is high. These results suggest that differences in the distribution of orthologs within <em>A. fumigatus </em>cannot be associated with the clinical or environmental origin of isolates.
DOI: 10.6084/m9.figshare.22257511.v1
title: Phineas Gage Syndrome A systematic review of literature

description: Context: <br> Phineas Gage syndrome refers to the set of alterations of various kinds and severity, product of lesions in the cortex of the frontal lobe and its connections with the limbic system where rationality and emotions respectively occur, with which no optimal decisions can be made, along with this they will suffer from uninhibited, impulsive and in certain cases antisocial behavior. The damage of said areas or their underlying circuits lead to the development of greater problems in the behavior and personality of the affected person, without presenting serious problems in communication or the memory of the subject, the subjects who present this syndrome show little initiative and abandon the tasks that are being carried out without meeting the objectives. Gage's case is considered the first to have scientific evidence that frontal lobe damage alters personality and can be affected through focal physical changes in the brain, altering mood and social interactions. Prior to this event, the frontal lobe was considered a silent, nonfunctional structure unrelated to human behavior. <br> Materials and methods: We follow the PRISMA methodology, a systematic search was performed on PubMed, Biblioteca Virtual de Salud, Science Direct, World Wide Science, SCIELO, taking into consideration biomedical literature about Phineas Gage Syndrome in English, Spanish and Portuguese published up to February 23, th 2023. The inclusion and exclusion criteria were created using a PICOS framework. The search contained the following terms: Phineas Gage Syndrome, Síndrome de Phineas Gage, Phineas Gage. In each database, an input contained terms as Phineas Gage. Titles and abstracts of all studies were independently reviewed by five investigators using the Rayyan web tool and discrepancies were resolved through reviewer discussion and consensus. A total of 900 unique citations were initially retrieved. The review process in this review is detailed by the PRISMA flow diagram in Figure 1. We identified and include 258 citations as potentially relevant. 235 publications were excluded. We included 23 publications. A list of publications are included in Additional material. Biomedical literature from the United States of America were most common, followed by Australia, Canada and France.
DOI: 10.17632/2kpbckpcz3
title: Data for: The role of gastropod shell composition and microstructure in resisting dissolution caused by ocean acidification

description: Raw data of gastropod shell densities taken from micro-CT images, and raw data on shell compositions (calcite and aragonite) taken from powder XRD samples
DOI: 10.6084/m9.figshare.12272330.v1
title: DBMID code and data

description: Run DBMID.h for blind deblurring algorithm of DBMID using data in test_set. "temp" is the temporary folder to store the classification results and "test_results" containing the final results by running DBMID.h.
DOI: 10.6084/m9.figshare.20098142.v3
title: Human development and Tourism: Evidence from Ten Countries (Table 3 Panel Estimation Results)

description: Panel estimation results for Human development and tourism study of ten countries. Dynamic panel model was estimated using three different estimation techniques: random, fixed effect and Least-squares Dummy variables (LSDV).
DOI: 10.6084/m9.figshare.984310.v4
title: Higuera et al. 2009: lake-sediment pollen, charcoal, and chronological data

description: Lake-sediment pollen, charcoal, and chronological data from Xindi, Ruppert, Code, and Wild Tussock lakes, as in: Higuera, P. E., L. B. Brubaker, P. M. Anderson, F. S. Hu, and T. A. Brown. 2009. Vegetation mediated the impacts of postglacial climate change on fire regimes in the south-central Brooks Range, Alaska. Ecological Monographs 79:201-219.
DOI: 10.6084/m9.figshare.c.3614981_d1.v1
title: Additional file 4: of Strong ground motion in the Kathmandu Valley during the 2015 Gorkha, Nepal, earthquake

description: THM001504250611.dat. Strong motion acceleration data at THM station. (DAT 606 kb)
DOI: 10.17632/4prc7fy4zm
title: Raw mass spectrometry data files of lipidomics and oxo-lipidomics.

description: Raw mass spectrometry data files of lipidomics and oxo-lipidomics in <7-Dehydrocholesterol dictates ferroptosis sensitivity and surveillance.>
DOI: 10.17632/smpy98shm7
title: Human Nature and Artificial Intelligence

description: Cómo pensar la inteligencia artificial desde la ciencia cognitiva y la filosofía de la mente implica mostrar los interrogantes y retos que enfrenta el ser humano y la sociedad con este desarrollo tecnológico, por esto, es necesario comenzar por la manera en que debemos concebir estos productos que tienen como fin imitar actividades que se consideraban exclusivas de lo humano.
DOI: 10.6084/m9.figshare.13526366.v4
title: Fortune Bay physical oceanography overview, data

description: This dataset is from the study entitled "The Physical Oceanography of Fortune Bay, an overview" which was submitted to Regional Studies in Marine Science journal for publication. See the link provided in the REFERENCES section below to access this article. It consists of processed data that was used to make the analysis as well as some of the main tabulated results (i.e. statistics). Data published previously were also used for this study; see https://doi.org/10.17882/62314 for details. Details of the files are provided in a README.txt and details on the data processing and analysis are provided in the manuscript to be published. To cite this dataset, please use the "cite" button provided above, right below the title. Please consider citing the associated article listed below in the REFERENCES also if you find those data useful.
DOI: 10.6084/m9.figshare.28850903.v2
title: AIDA Corpus Dataset

description: fghhfdgdfgddfg
DOI: 10.17632/5jk4bm7x5v
title: Dataset about stock fundamentals and later stock price increases in a four-year period

description: This dataset includes information about company stock fundamentals in 2021 and the stock price increase percentage in a four-years period (i.e. in 2025).
This dataset was automatically obtained through Yahoo Finance and some basic algorithms.
For now, the fundamentals include Price to Earning Ratio (PER) (also known as P/E ratio) and net margin(%). For now, we have considered separately the companies from NASDAQ-100 and SP500 indexes.
DOI: 10.17632/d7hj9pdy32
title: Design of a pyrolysis system and the characteristics of biochar produced from selected agricultural wastes

description: These data highlights the design and drawing of a small scale pyrolysis system followed by the data on the characteristics of biochar produced from coconut shells, carambola pruning and mango pruning. The study was conducted in Malaysia that aims for a small scale farmer's application.
DOI: 10.17632/tgfsc5w62c
title: Public Spending Efficiency determinants New evidence using Simar and Wilson two-stage efficiency analysis

description: Data from 147 countries for the years 2010 and 2022 gathered from various sources, allow the calculation of public spending performance (PSP) on the basis of opportunity and Musgravian indicators. Public spending Efficiency (PSE) scores are then derived using Data Envelopment Analysis using the level of public spending (as % of GDP) as input and PSP as output. Simar and Wilson (2007) approach is finally employed to analyze the determinants of public spending (in)efficiency using a host of environmental variables. The results indicate that inefficiency averages 31% in 2010 and 28% in 2022, meaning that countries have reduced inefficiency by 3% over the period, mainly by middle-income countries, and could reduce it further. Economic complexity, financial development and trade openness are shown to be powerful efficiency enhancers, in contrast to natural resources rents. The benefits of private investment are inconclusive, while debt and FDI inflows are insignificant, indicating the complexity of the relationship between these factors and PSE, and highlighting the need for targeted development projects, better regulatory frameworks, and accountability mechanisms to reap their benefits.
DOI: 10.17632/tk2c9fn39b
title: Raw data for "Quantifying the Extent of Authigenic Carbonate Formation in Marine Sediments through a Correlation between Carbonate Precipitation Rate and Sulfate Flux"

description: Porewater Ca and Mg concentrations, calculated fluxes of Ca, Mg, SO42-, DIC, and authigenic carbonate precipitaion, as well as locations of the sampling sites.
DOI: 10.6084/m9.figshare.1206411.v2
title: radiative mean lifetimes for the hydrogen atom (n,l)

description: For the hydrogen atom, the table gives the radiative mean lifetime in seconds for<br>a state (n,l). The tabulation goes up to n=70.<br>The decay width of the level is hbar/lifetime. I used the quantum-mechanical expressions given by H. C. Goldwire, Ap.J. Suppl. 152 (1968) 445, DOI: 10.1086/190180 The numbers agree with, where data are available, Table I (last<br>column) of L.J. Curtis, JOSA 63 (1973) 105-7, DOI: 10.1364/JOSA.63.000105<br>and Table I (last column) of H. Marxer and L. Spruch, Phys. Rev. A<br>43 (1991), 1268-74, DOI: 10.1103/PhysRevA.43.1268<br>The numbers are also in good agreement<br>with the semiclassical values given by K. Omidvar Phys. Rev. 26 (1982), 3053,<br>Table III, up to n=25.<br>As a check, the tabulated<br>value for the lifetime of n=70,l=69 agrees with the value from the<br>asymptotic formula for the width given in "Relativistic and radiative<br>energy shifts for Rydberg states," U.D. Jentschura, E.-O. Le Bigot,<br>J. Evers, P. J. Mohr, and C.H. Keitel, J. Phys. B 38 (2005), S97<br>doi: 10.1088/0953-4075/38/2/008 Curtis and Marxer & Spruch (and others) also investigated semi-classical formulae<br>for the lifetimes. See the review, "Asymptotic methods for<br>Rydberg transitions,", D.P. Dewangan, Phys. Rep. 511 (2012), 1-142,<br>DOI: 10.1103/PhysRevA.43.1268
DOI: 10.6084/m9.figshare.21424944.v1
title: Harmonizing and Extending Fragmented 100 Year Flood Hazard Maps in Canada’s Capital Region using Random Forest Classification : Flood susceptibility map generated using ML random forest model.

description: We used ML random forest classification to update and harmonize the existing fragmented flood hazard maps of the Ottawa River and fill in the spatial gaps between them in the Capital region of Canada. <br> <br>
DOI: 10.6084/m9.figshare.21679658.v1
title: Geospatial data used to generate candidate environmental surveillance site locations (Blantyre, Malawi)

description: This folder contains processed digital spatially georeferenced raster data generated during the hydrological reconditioning approach described.
DOI: 10.6084/m9.figshare.28914491.v1
title: CareerNet-A_Secure_Job_Board.pdf

description: This project aims to develop a SaaS-based job portal that provides job seekers with a secure, reliable platform for finding genuine employment opportunities. The platform integrates real-time data security measures, a user-friendly interface, and a customized chatbot to ensure job seekers can confidently and efficiently apply for jobs. The SaaS model allows for seamless scalability and accessibility, providing users with a convenient and consistent experience across devices.
DOI: 10.6084/m9.figshare.20039988.v1
title: Public development plan based on coproduction and slow principles: an analytical scheme by action research

description: Abstract This study aims to investigate and reflect on the evidence of a development plan based on the coproduction the population and the government of a small municipality, based on the principles of the Slow City Movement (SCM). A descriptive exploratory research was conducted with a qualitative approach. The main guiding strategy of the research, consisted of the action research method carried out in the municipality of Rio Doce, in Minas Gerais, Brazil. The results show that the space for dialogue between the population and the government was relevant and allowed the coproduction of a municipal planning with micro and macro elements and within the slow city principles. Also, traditional practices linked to culture with the use of local environmental resources were included, involving popular knowledge, technologies of social origin and the knowledge of the daily life of the community in a project of future desired by the population.
DOI: 10.6084/m9.figshare.26489578.v2
title: Dataset: The Impact of Library Visits on Undergraduate Student GPA: The Importance of the Library as a Place

description: This dataset contains information about the relationship between the frequency of library visits by undergraduate residential students and their academic performance, measured by GPA, during the Fall 2023 and Spring 2024 semesters at a private University in the United States of America. The data comprises anonymized library gate entry records and GPA scores, filtered to include students aged 17 and older.<b>Dataset Details:</b><b>Total Records:</b> 3,340<b>Semester Coverage:</b> Fall 2023 and Spring 2024<b>Student Demographics:</b> Undergraduate residential students aged 17 and older<b>Data Fields:</b>Student ID (Anonymized)AgeSemesterGPALibrary Visits (Total)Library Visits per WeekWeeks with Library Visits
DOI: 10.17632/t96hmx65pd
title: Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models - Chapter 3 - dataset -Artificial Intelligence Models Applied to Biomedical Engineering  

description: “Artificial intelligence (AI) in Biomedical Engineering (BME)” is the use of smart device software to analyze complex data, classify, model, optimize, and predict many fields of medicine and healthcare. “AI Optimization in BME” refers to finding parameters for maximizing or minimizing objectives while satisfying the constraints of defined functions relative to some dataset of biomedical data. “AI Optimization in BME” results allow the comparison of different choices for determining which one might be the best. In the last decade the development in fields of medicine, healthcare, biomedicine, bioinformatics, etc.
Please read the chapter 3 at Science Direct: https://www.sciencedirect.com/science/article/pii/B9780128207185000040
Section 3.3 Evolutionary algorithms for AI optimization in BME. 3.3.1 A typical evolutionary algorithm
Section 3.3.2 Genetic algorithms for AI optimization in BME. 3.3.2.1 Research 3.1 Genetic algorithm basic seven steps for selection by priorities. 
Section 3.3.3 Genetic algorithm for AI optimization in BME under MATLAB. 3.3.3.1 Research 3.2 Implementing genetic algorithm for AI optimization in BME with MATLAB.
3.3.4 General analysis and optimization of 2D and 3D data in biomedical engineering. 3.3.4 General analysis and optimization of 2D and 3D data in biomedical engineering. 3.3.6 MATLAB analysis and optimization of 3D data in biomedical engineering.
3.4 IBM Watson Studio for artificial intelligence. 3.4.1 IBM SPSS Modeler Flow
DOI: 10.6084/m9.figshare.24925971.v1
title: <b>Flexible Calorimetric Flow Sensor with Unprecedented Sensitivity and Directional Resolution for Multiple Flight Parameter Detection</b>

description: These datasets are used for training and testing MLP-Net.
DOI: 10.6084/m9.figshare.19672449.v2
title: Hanleya hanleyi genome extended data

description: Hanleya hanleyi genome assembly and annotation plus all key intermediate files. <br> Contents are numbered in the order that the steps were performed: 01_Jellyfish_and_GenomeScope.zip 02_MaSuRCA.zip 03_purge_dups.zip 04_POLCA.zip 05_QUAST_and_BUSCO_on_final_genome_assembly.zip 06_RepeatMasker_and_RepeatModeler.zip 07_BlobTools.zip 08_BRAKER.zip 09_BUSCO_on_gene_models.zip final_genome_assembly_and_annotations.zip
DOI: 10.6084/m9.figshare.24874638.v1
title: 1_Multiple_sequence_alignments

description: ## 1_Multiple_sequence_alignmentsMultiple sequence alignments for each ortholog in the phylogenomic analysis. Original dataset from Schön et al (2021) Nat. Commun. with genes added from Ascetosporea, M6MM, and Filoreta tenera.Each alignment was produced using MAFFT v. 7.310 E-INS-I.
DOI: 10.6084/m9.figshare.10062095.v1
title: S.O. Glucose Data.xlsx

description: Data associated with the analysis of a PMP-glucose derivative created from glucose in <i>S. oneidensis</i> cultures
DOI: 10.6084/m9.figshare.14461980.v2
title: Project Score Chronos

description: This dataset consists of Chronos results for the Project Score CRISPR KO dataset generated by the Sanger Institute.
DOI: 10.17632/gvcgpxn5v6
title: When a bigger brain is better: the case of bee learning

description: Dataset of bee learning, head and brain size
DOI: 10.6084/m9.figshare.19432022.v1
title: rawDATA

description: A raw data from a web-based survey for the study on the COVID-19 physical activity intention-behavior gap.
DOI: 10.6084/m9.figshare.22800893.v1
title: Supplementary Data and Tables

description: Supplementary Data and Tables for https://doi.org/10.1101/2022.06.24.497443
DOI: 10.17632/bpy24trj6s
title: Facial Recognition Dataset FULL (part 1 of 4)

description: Includes face images of 11 subjects with 3 sets of images: one of the subject with no occlusion, one of them wearing a hat, and one of them wearing glasses. Each set consists of 5 subject positions (subject's two profile positions, one central position, and two positions angled between the profile and central positions), with 7 lighting angles for each position (completing a 180 degree arc around the subject), and 5 light settings for each angle (warm, cold, low, medium, and bright). Images are 5184 pixels tall by 3456 pixels wide and are saved in .JPG format.
DOI: 10.6084/m9.figshare.12755927.v2
title: Otolith-derived hypoxia indices and tissue isotope data from Atlantic croaker in the Gulf of Mexico

description: Otolith chemistry-derived indices for hypoxia exposure, estuarine residence and simultaneity (both estuarine residence and hypoxia at the same time) for Age-0 Atlantic croaker in the northern Gulf of Mexico dead zone. Tissue stable isotope values (carbon and nitrogen) are given for each fish. Full specimen capture and otolith chemistry analysis details are given in Altenritter & Walther 2019 (see reference)<br>