cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24531316.v1
title: Efficient and Modular Synthesis of Ibogaine and Related Alkaloids - Data sets Prism Files

description: Data associated with publication.
DOI: 10.6084/m9.figshare.24843840.v1
title: Native versus non-native dominance after disturbance varies with environmental context

description: These are the data supporting the manuscript submitted to the Journal of Arid Environment with the title Native versus non-native dominance after disturbance varies with environmental context
DOI: 10.6084/m9.figshare.26976337.v1
title: Tablas de resultados de los items analizados en cada podcast.

description: La esencia de esta investigación reside en la inmersión en la creación de pódcast en Extremadura (España), el estudio del uso de la creatividad aplicada a su narrativa y cómo se integran estas producciones sonoras en las redes sociales para atraer nuevos oyentes, generar experiencias y fomentar la interactividad desde una mirada educomunicadora.
DOI: 10.6084/m9.figshare.28356116.v1
title: [Evaluation] Processed Multi-modal Developing Fetal Lung Data Subset (Visium/Xenium)

description: Note that this is a <b>processed </b><b>subset</b> of the fetal lung dataset published by Quach et al. in the paper titled <i>Early Human Fetal Lung Atlas Reveals the Temporal Dynamics of Epithelial Cell Plasticity</i>.This subset contains 3745 cells/spots and 333 shared genes filtered from the GW15 Visium and Xenium samples. The major cell class annotations are derived from the subpopulation annotations from the original authors.
DOI: 10.6084/m9.figshare.5995468.v1
title: MC-dataset-multiclass

description: Multiclass and labeled dataset containing 3290 samples of cleanwares and 16450 of malwares. Five classes of malware (backdoor, rootkit, trojan, virus and worm) with 3290 samples of each class were labeled using antivirus scans from VirusTotal. It was considered for the classification of each sample of malware, the most present class returned by the antivirus scans. Files with a maximum size of approximately 3.2 MB. All files were named with their md5 hashes, hiding their original names. The cleanwares were extracted from several different versions of Windows systems and the malwares obtained from the VirusShare repository.
DOI: 10.6084/m9.figshare.20341956.v2
title: Relationship between salmon egg subsidy and the distribution of an avian predator

description: <strong>ABSTRACT</strong> As a spatial subsidy, which is the phenomenon of transferring resources from a donor system to a recipient system, anadromous salmonids contribute to the supply of marine-derived nutrients to freshwater and terrestrial systems. Live salmon and salmon carcasses and eggs are utilized by various organisms and affect their abundance and distribution. However, the evaluation of the effect of salmon subsidies on the abundance and distribution of terrestrial animals is biased towards predators or scavengers that utilize spawning adults and carcasses, and few studies have focused on the effect of salmon eggs as a subsidy. To avoid underestimating the function of salmon subsidies, the response to the availability of salmon eggs in various systems should be investigated. Here, we investigated the abundance and feeding behaviour of the brown dipper <em>Cinclus pallasii</em>, as salmon egg a consumer, based on the hypothesis that the availability of salmon eggs affects the diet composition and stream distribution of this small predator. In addition, to test whether changes in the abundance of brown dippers are determined by salmon spawning, their abundance was compared upstream and downstream of the dam. Brown dippers used salmon eggs during the spawning season (53.7% of diet composition), and their abundance increased as the number of spawning redds increased. In contrast, this pattern was not observed upstream of the dam. These results suggested that the abundance and stream distribution of brown dippers vary according to the variation in the spatiotemporal availability of salmon eggs.
DOI: 10.25452/figshare.plus.25868785.v1
title: THINGS-data: MRI transformation between spaces

description: This dataset contains files produced by fMRIPrep that allow to transform the fMRI data between different spaces. For instance, any results obtained in the subjects' individual anatomical space could be transformed into the MNI standard space, allowing to compare results between subjects or even with other datasets.<br>Part of THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior.See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6161151
DOI: 10.6084/m9.figshare.1243735.v1
title: Explanatory Document for the SPSS Data File of the Study

description: This file is an explanatory document as regards the different variables included in the SPSS data file (DOI:http://figshare.com/articles/SPSS_Data_File_of_the_Study/1243747) of the present study.
DOI: 10.6084/m9.figshare.14331236.v2
title: Anvi'o profiles for the FMT donors and their recipients

description: Anvi'o contigs and merged profile databases for the FMT donors A and B, and their recipients.<br>Each data pack here gives reproducible access to (1) the co-assemblies of the stool metagenomes from a given donor, (2) gene calls and annotations of gene functions for each donor contig, (3) the coverage and detection data for each donor contig across all donor and recipient metagenomes, as well as (4) genomes we have reconstructed from these data (which is stored as a collection named `default` in the merged profile database). Using anvi'o you can interactively visualize these data, reproduce our findings, or employ other tools in the anvi'o software ecosystem to explore other aspects of these metagenomes.<br>You may visit http://merenlab.org/data/ to find our reproducible workflow, access to our pre-print at https://www.biorxiv.org/content/10.1101/2021.03.02.433653v1, or browse all data files associated with this study at https://figshare.com/projects/Data_for_the_FMT_study_by_Watson_et_al_2021_/99452.
DOI: 10.6084/m9.figshare.24128646.v1
title: Flow condensation heat transfer and pressure drop for R32, R454B, R454C, R455A, R1234yf, and R1234ze(E)

description: This data provides flow condensation heat transfer and pressure drop for R32, R454B, R454C, R455A, R1234yf, and R1234ze(E) in an axial micro-fin aluminum tube
DOI: 10.6084/m9.figshare.25966573.v1
title: AdsMT: Multi-modal Transformer for Predicting Global Minimum Adsorption Energy

description: We built three Global Minimum Adsorption Energy (GMAE) benchmark datasets named OCD-GMAE, Alloy-GMAE and FG-GMAE from OC20-Dense, Catalysis Hub, and `functional groups' (FG)-dataset datasets through strict data cleaning, and each data point represents a unique combination of catalyst surface and adsorbate. These new benchmark datasets can be beneficial for future ML study on GMAE prediction.In addition, a similar data cleaning procedure was employed on the OC20 dataset to create a new dataset named OC20-LMAE, which comprises surface/adsorbate pairings along with their local minimum adsorption energies (LMAE). The OC20-LMAE dataset contains 363,937 data points and serves as an effective resource for model pretraining.
DOI: 10.17632/j3wr4wn946
title: OpenMP solver for rotating spin-1 spin–orbit- and Rabi-coupled Bose–Einstein condensates

description: We present OpenMP version of a Fortran program for solving the Gross–Pitaevskii equation for a harmonically trapped three-component rotating spin-1 spinor Bose–Einstein condensate (BEC) in two spatial dimensions with or without spin–orbit (SO) and Rabi couplings. The program uses either Rashba or Dresselhaus SO coupling. We use the split-step Crank–Nicolson discretization scheme for imaginary- and real-time propagation to calculate stationary states and BEC dynamics, respectively.
DOI: 10.17632/wprt4grtfj
title: Data for: Brain drain, informality and inequality: a search-and-matching model for sub-Saharan Africa

description: The zip folder contains all the data and codes used for the analysis. It also has a readme file to facilitate replication.
DOI: 10.6084/m9.figshare.1281290.v1
title: Big Data Presentations

description: Presentation describing open science tools and resources for big data analyses of neuroimaging data.
DOI: 10.6084/m9.figshare.9941750.v1
title: Materials database

description: This repository has properties for different groups of material. The main idea is to provide accesible properties for comparison.
DOI: 10.17632/xknjp8pxbj
title: Embeddings and topic vectors for MOOC lectures dataset

description: This dataset is comprised of word embeddings and document topic distribution vectors generated from transcripts of 12032 video lectures from 200 courses that were collected from Coursera learning platform. Two well-known natural language processing techniques, namely Word2Vec and Latent Dirichlet Allocation (LDA) implemented in the Gensim package in Python are used to generate word embeddings and topic vectors, respectively.
DOI: 10.6084/m9.figshare.12171051.v1
title: The challenges of project management in small and medium-sized enterprises: a literature review based on bibliometric software and content analysis

description: Abstract: The purpose of this paper is to design an overview about Project Management (PM) in Small and Medium-Sized Enterprises (SMEs) by analysing the evolution of publications and the main topics since 1996 to 2016 to motivate future research that helps SMEs to apply PM practices more efficiently. This study performed bibliometrics associated with content analysis of publications collected in scientific bases Web of Science and Scopus and in the periodic International Journal of Project Management. For that, the software VOSviewer, Nvivo, Minitab, and Excel were used in the analyses. The scan of 235 papers about Project Management in SMEs supported a literature overview. Furthermore, four thematic categories are highlighted: Project Management Practices, Planning and Control Systems, Collaboration, and Knowledge Management. Moreover, it was observed that SMEs requires a lighter PM methodology, focused on people and flexible. Besides that, the results show that the main challenges involve a lack of resources and qualified people and the high turnover. However, overcoming these issues, PM can benefit growth and innovation in SMEs. Therefore, this study presents a conceptual framework of benefits and challenges in Project Management in SMEs, reducing the research gap. Furthermore, recommendations for future research, mainly in Brazil, are given.
DOI: 10.6084/m9.figshare.5127943.v1
title: Supplementary Material for: The Aldosterone/Renin Ratio as a Diagnostic Tool for the Diagnosis of Primary Hypoaldosteronism in Newborns and Infants

description: <b><i>Background/Aims:</i></b> Primary hypoaldosteronism is a rare inborn disorder with life-threatening symptoms in newborns and infants due to an aldosterone synthase defect. Diagnosis is often difficult as the plasma aldosterone concentration (PAC) can remain within the normal range and thus lead to misinterpretation and delayed initiation of life-saving therapy. We aimed to test the eligibility of the PAC/plasma renin concentration (PRC) ratio as a tool for the diagnosis of primary hypoaldosteronism in newborns and infants. <b><i>Meth</i></b><b><i>ods:</i></b> Data of 9 patients aged 15 days to 12 months at the time of diagnosis were collected. The diagnosis of primary hypoaldosteronism was based on clinical and laboratory findings over a period of 12 years in 3 different centers in Switzerland. To enable a valid comparison, the values of PAC and PRC were correlated to reference methods. <b><i>Results:</i></b> In 6 patients, the PAC/PRC ratio could be determined and showed constantly decreased values &lt;1 (pmol/l)/(mU/l). In 2 patients, renin was noted as plasma renin activity (PRA). PAC/PRA ratios were also clearly decreased. The diagnosis was subsequently genetically confirmed in 8 patients. <b><i>Conclusion:</i></b> A PAC/PRC ratio &lt;1 pmol/mU and a PAC/PRA ratio &lt;28 (pmol/l)/(ng/ml × h) are reliable tools to identify primary hypoaldosteronism in newborns and infants and help to diagnose this life-threatening disease faster.
DOI: 10.6084/m9.figshare.7710548.v1
title: On the Euler-Heisenberg action and the light scattering by light

description: Abstract This work has as objective to present a review, with pedagogical and scientific divulgation purposes, about the developments on the subject of the light by light scattering and its relation with the Euler-Heisenberg effective action. We present initially a brief historical overview followed by discussion over the Euler-Heisenberg action in several contexts, but specially in two, Fock-Schwinger proper-time method and Lorentz violation symmetry. Finally we discuss the recent results obtained by the ATLAS collaboration of the LHC which point to an evidence of the light by light scattering.
DOI: 10.17632/3454h4s5cs
title: Forage nutrition data from smallholder goat production systems in the Central Region of Malawi

description: Forage samples (n = 136, 26 species) were collected between February 2020 and July 2021 across four villages in the Central Region of Malawi. Plants were chosen based on informal observation of goat foraging/browsing, or on farmer discussions and 30 minute observations of goat foraging/browsing within 4 m of tether points or, if not tethered, within the area they were foraging/browsing.

Where possible, woody stems, dead/diseases material, and seeds were not selected during sampling. For grass sampling, leaves were clipped with blades and removed. Samples were identified to genus or species level by local academic botanists. Plants were classified as either 'herbaceous' (soft stemmed, such as grassed and forbs, n = 55) or browse (hard stemmed, such as trees, bushes, and shrubs, n = 76). The time of sampling was also classified as either wet season (November to April, n = 76) or dry season (May to October, n = 60).

Samples were oven dried to a constant weight in Malawi, vacuum packed, and then shipped to Rothamsted Research, in the UK, where proximate analysis was performed. In preparation for that, samples were freeze-dried and ground to &lt; 2mm. Ash and organic matter was determined by loss on ignition (0.5 g, 540°C, 6 h). Crude protein was determined by the Dumas method. Fibre fractions of neutral detergent fibre, acid detergent fibre, acid detergent lignin, and modified acid detergent fibre were quantified using an ANKOM 200 Fiber Analyzer, in line with manufacturer instructions.

Research was performed in accordance with Lilongwe University of Agriculture and Natural Resources (LUANAR) Ethics guidelines. The project was approved by the Animal Science Department LUANAR sub-Ethics Committee (approval no. ANS/2018/5) on August 16th 2019.
DOI: 10.6084/m9.figshare.16743841.v1
title: Wheat_part2

description: A flat csv file contaning all data for the labeled species, at the resolution of site-variety-year combinations. Wheat is split into three files as there are too many records. Barley is excluded for ethical reasons, available on request. Part 2/3 of the wheat data.
DOI: 10.6084/m9.figshare.22091339.v1
title: Active learning systematic review: full simulator output

description: Results from active learning-based systematic reviewing simulator. Conducted for 120 different configurations, on 27 datasets: different hyper-parameters, machine learning models, selection criteria, stopping critiera.
DOI: 10.6084/m9.figshare.24257293.v1
title: Dataset of synthetic modular graphs from LFR and ABCD benchmark models for community detection

description: This dataset contains randomly generated networks (random graphs) from a study on community detection. In total there are 50 network files. This includes 30 ABCD graphs and 20 LFR graphs as described in the article linked below. Each network is provided in .gml format.This dataset is provided under a CC BY-NC-SA Creative Commons v 4.0 license (Attribution-NonCommercial-ShareAlike). This means that other individuals may remix, tweak, and build upon these data non-commercially, as long as they provide citations to this data repository (https://doi.org/10.6084/m9.figshare.24257293), the reference article listed below, and license the new creations under the identical terms.For more information about the data, one may refer to the articles below:Samin Aref and Mahdi Mostajabdaveh "Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection" <i>Journal of Computational Science</i> 2024.
DOI: 10.6084/m9.figshare.106399.v13
title: Altmetric Fieldwork: 30 Articles about the Humanities with the Highest Altmetric Scores (as of 9 January 2013; 13:30 GMT)

description: The data shared here was obtained with the Altmetric Explorer and was used as the basis of a blog post by Ernesto Priego at the Altmetric blog.
The complete dataset is based on an Altmetric Explorer Report updated on Wednesday 9 January 2013, including papers with the keyword "humanities" in the title which were mentioned any time on social media at least once.
All article and metrics information included in this dataset was obtained using the Altmetric Explorer and was correct at the time of collecting the data. Social media moves quickly and live Altmetric article details may differ to the ones included in this file.
DOI: 10.6084/m9.figshare.21119032.v1
title: ignimbrite12

description: Re-assembled and re-binned environmental metagenome from the Atacama desert.
DOI: 10.6084/m9.figshare.26335654.v1
title: Supporting data for "Warming-induced vegetation greening may aggravate soil mercury levels worldwide"

description: <b>Supporting Data 1.</b> Observed soil mercury concentrations<b>Supporting Data 2. </b>Soil mercury concentration and storage in different regions<b>Supporting Data 3.</b> Modeled mercury concentration in topsoil (0-30cm) worldwide<b>Supporting Data 4.</b> Modeled mercury concentration in subsoil (30-100cm) worldwide<b>Supporting Data 5.</b> Global mercury mass density in 0-100cm soil layer<b>Supporting Data 6.</b> The main code for building the random forest model
DOI: 10.6084/m9.figshare.26861248.v1
title: Genome assembly and annotation of<b> of </b><b>b</b><b>anaba (</b><b>Lagerstroemia speciosa</b><b> L.)</b>

description: Lagerstroemia speciosa is a famous medicinal and ornamental plant of the Lagerstroemia genus, Here, we obtain a high-quality whole genome map of L. speciosa at chromosome level.
DOI: 10.17632/6g9xccn59p
title: Supplemental Material: Engineered hydrogel biomaterials facilitate lung progenitor cell differentiation from induced pluripotent stem cells

description: Supplemental methods and results.
DOI: 10.17632/k2gj5ykrzj
title: Boermans and Burger JIE 2023

description: Code and data supporting Boermans and Burger (2023) “Fickle Emerging Market Flows, Stable Euros, and the Dollar Risk Factor,” Journal of International Economics. Data includes Euro Area holdings of (and flows to) emerging market bonds.
DOI: 10.6084/m9.figshare.12055860.v2
title: COVID-19-policy dataset

description: This dataset is a zip file of policy documents from Jan 1st - Mar 31st 2020 relating to the COVID-19 pandemic. <br>The documents are in PDF format and have an accompanying JSON file explaining their provenance: where they were collected from, their publication date, original location etc.<br>You can read more about it here:<br><br>https://blog.overton.io/?p=73
DOI: 10.6084/m9.figshare.12162300.v1
title: Metadata record for: GaitRec, a large-scale ground reaction force dataset of healthy and impaired gait

description: This dataset contains key characteristics about the data described in the Data Descriptor GaitRec, a large-scale ground reaction force dataset of healthy and impaired gait. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.16708009.v1
title: Supplementary Material for: Screening, Management, and Acceptance of Patients with Aorto-Iliac Vascular Disease for Kidney Transplantation: A Survey among 161 Transplant Surgeons

description: <b><i>Introduction:</i></b> Aorto-iliac vascular disease (AVD) is frequently found during the workup for kidney transplantation. However, recommendations on screening and management are lacking. We aimed to assess differences in screening, management, and acceptance of these patients for transplantation by performing a survey among transplant surgeons. Second, we aimed to identify center- and surgeon-related factors associated with decline or acceptance of kidney transplant candidates with AVD. <b><i>Methods:</i></b> A survey was sent to transplant surgeons and urologists. The survey contained general questions (part I) and 2 patient-based cases (part II) with Trans-Atlantic Inter-Society Consensus (TASC) D and B AVD supported with videos of their CT scans. <b><i>Results:</i></b> One hundred ninety-one (20.3%) participants responded; 171 were currently involved in kidney transplantation: 161 (94.2%) completed part I and 145 (84.8%) part II. Screening for AVD was often (38.5%) restricted to high-risk patients. The majority of respondents (67.7%) rated “technical problems” as the most important concern in case of AVD, followed by “increased mortality risk because of cardiovascular comorbidity” (29.8%). Pretransplant vascular interventions to facilitate transplantation were infrequently performed (71.4% mentioned &lt;10 per year). Ninety (64.3%) respondents answered that an open vascular procedure should preferably be performed prior to kidney transplantation while 42 (30.0%) respondents preferred a simultaneous open vascular procedure. The decline rate was higher in the TASC D case compared to the TASC B case (26.9% and 9.7%, respectively). Respondents from centers with expertise in pretransplant vascular interventions were more likely to accept both patients with TASC D and B for transplantation. <b><i>Conclusion:</i></b> There is no uniformity in the screening, management, and acceptance of patients with AVD for transplantation. If a center declines a patient with AVD because of technical concerns, the patient should be referred for a second opinion to a tertiary center with expertise in pretransplant vascular interventions. Multidisciplinary meetings including a vascular surgeon and a cardiologist could help optimize these patients for transplantation.
DOI: 10.6084/m9.figshare.7186955.v1
title: Identification of the predictors of preference for alfalfa hay by equines

description: SUMMARY The purpose of this study was to identify predictors of preference for alfalfa hay by equines. A total of 15 quarter horses, at average age and body weight of 10 years and 500 kg were used, respectively. It was conducted an evaluation to identify the preference for alfalfa hay by horses by short-period tests of 10 min. This evaluation was conducted in pairs for each test hay (1-30), available on the market, against each standard (A, B, C), until the completion of all resulting combinations. Alfalfa hays classified as A, B and C, contained on average 22.88, 17.78 and 13.16% of crude protein, respectively. The evaluated variables were constituted by ethological, morphological, microbiological, bromatological and biological analysis. The horses showed a preference for the type A of alfalfa hay, followed by type B and C. The preference for alfalfa hay type A can be predicted by the equation: Pref . A = − 98.19 + 1.61 ( acid detergent fiber ) + 1.53 ( in vitro dry matter digestibility ) + 18.54 ( stem thickness ) − 0.03 ( acid detergent fiber x in vitro dry matter digestibility ) − 0.02 ( acid detergent fiber x stem thickness ) − 0.28 ( in vitro dry matter digestibility x stem thickness ) , r 2 = 0.31 , P = 0.0044. It was concluded that horses showed preference to alfalfa hay, wherein the best type A bales. Therefore to predict of preference of the equines for high quality alfalfa hay it's necessary to select bales with lower values of stem thickness and fiber in acid detergent, as well as presenting high level of dry matter digestibility.