cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25387/g3.13347677.v1
title: Supplemental Material for Liu et al., 2020

description: Table S1 provides an overview of the DamID sequencing reads and mapping rates. Table S2 contains details about the distribution of GATC sites in the female <i>Drosophila</i> genome. Table S3 summarizes the DNA oligomers used for cloning, DamID-seq, and PCR screening of transgenic flies. Table S4 lists all methylated GATC sites and their sequencing reads in Dam-only, Dam-Piwi(WT), and Dam-Piwi(YK) transgenic flies. The genomic coordinates were converted to the <i>Drosophila melanogaster</i> genome version dm6 from dm3 by UCSC LiftOver. Figure S1 shows the annotation of uniquely mapped reads in euchromatin and heterochromatin. Figure S2 shows the annotation of multi-mapped reads in euchromatin and heterochromatin. Figure S3 illustrates the number of modified GATC sites in repeat and non-repeat sequences. Figure S4 depicts methylation peaks normalized to the GATC density in genes and repeats. Reagents Table contains an overview of fly strains, plasmids, reagents, and software packages used in this work.
DOI: 10.3535/5e6-43p-vm9
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m93-scq-q3b
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.17203883.v1
title: Integrated data with raw counts

description: This dataset contains the integrated and identified seurat object used in the paper's analyses. It has been scrubbed of normalized data and only contains the raw counts and cell metadata. <br><br>Raw data from the original studies can be found at GSE145926 and https:/www.covid19cellatlas.org/#wilk20<br>
DOI: 10.6084/m9.figshare.c.3931579_d7.v1
title: Additional file 16: of Usability of human Infinium MethylationEPIC BeadChip for mouse DNA methylation studies

description: AKR_J_EPIC. (XLS 1818 kb)
DOI: 10.3535/5d5-vcq-xpp
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qy7-0pe-s02
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22300378.v2
title: Exome sequencing in paediatric NDDs: Supplementary Files for in silico functional analysis

description: The detailed outputs from the STRING Interaction Network and PANTHER<sup>TM</sup> Classification system (Functional analysis and Overrepresentation analysis) for interaction networks with candidate genes <em>GRIN3B </em>and <em>ASAP1.</em>
DOI: 10.6084/m9.figshare.7551533.v1
title: Additional file 1: of ‘Dusty core disease’ (DuCD): expanding morphological spectrum of RYR1 recessive myopathies

description: Full genetic data. (XLSX 470 kb)
DOI: 10.25573/data.10042613.v8
title: Fortuna, Clearing_Relative Humidity, Manual

description: Fortuna station (Centro de Investigaciones Jorge L. Arauz)<br>North Clearing<br>Location: 8° 43.340'N, 82° 14.241'W<br>Relative Humidity, Manual, Daily wet/dry bulb temperature/Relative Humidity<br><br>Located in the highlands of the Chiriqui Province, in western Panama.There are three sensor locations: north clearing, south clearing, and a 15m tower.<br>
DOI: 10.3535/lzy-bhv-laa
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v7v-3ye-8na
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.15044433.v1
title: R code RSR paper

description: R code used for the paper García-Rodríguez and Selva. 2021. Constant Gardeners
DOI: 10.3535/njj-e3k-cj6
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z18-3a1-d7f
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24777798.v1
title: Huff et al 2024 Experimental Data set

description: This is the data set for the manuscript entitled <b>Chronic Intermittent Hypoxia reveals role of the Postinspiratory Complex in the mediation of normal swallow production</b>
DOI: 10.6084/m9.figshare.5558797.v1
title: Multimechanism Fouling Model for Micro and Ultrafiltration Membranes for Wastewater Treatment

description: Presents a multimechanism mechanistic model of fouling on microfiltration and uktrafiltration membranes
DOI: 10.3535/gk3-hjh-9ts
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rqp-8x1-gpt
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20101322.v1
title: MYH6 gene promoter in isolated ventricular septal defects

description: This study enrolled 604 subjects. A total of 464 Chinese patients with isolated and sporadic VSD underwent repair surgery from January 2018 to August 2019 at the Department of Cardiovascular Surgery, TEDA International Cardiovascular Hospital, Tianjin, China. A total of 311 VSD patients (167 males and 144 females; age range: 1 month to 12 years) were enrolled in this study. The exclusion criteria were patients without blood samples, or with a family history of CHD, or with other comorbid hereditary disorders. The blood samples from those patients were collected. In addition, blood samples from 293 healthy controls (166 males and 127 females; age range: 1 month to 12 years) were also collected.
DOI: 10.6084/m9.figshare.26069647.v2
title: Word-Level Bangla Sign Language Gestures

description: This dataset includes 51 unique sign gestures for Bangla Sign Language words. The signs were performed by two signers. Each signer performed all the signs ten times, making the total number of videos in this dataset 1020 (51*2*10 videos).
DOI: 10.3535/63n-48y-vx4
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7df-rcd-4ma
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14363333.v2
title: The shape of you: do individuals associate particular geometric shapes with identity?

description: Through 2 online surveys we asked participants to associate a geometric shape, chosen among a circle, a square and a triangle, to each of three identities, namely “you” (the self), “a friend” or “a stranger”. Moreover, we investigated whether these associations are modulated by 3 personality traits: aggressivity, empathy and social fear.In the Experiment 1 such traits are investigated with three specific inventories (Aggression Questionnaire, Social Fear Scale and Balanced Emotional Empathy Scale). In the Experiment 2 we use the Italia Personality Inventory-G to assess if the aformentioned (and others) personality traits would have influence the shape-identity matching.
DOI: 10.3535/0dz-66f-nex
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2wd-jcf-l6p
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12349988.v1
title: Supplementary Table S1. List of organisms used in the the phylogenetic analysis. The new sequence is in bold.

description: GenBank accession numbers of Squamate reptiles. 21 May 2020.
DOI: 10.6084/m9.figshare.929636.v2
title: Table of document types

description: Table of document type and several study parameters.
DOI: 10.3535/g02-b73-kjp
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13682989.v2
title: S1_Abs_grav_obs.pdf

description: Absolute gravity observations in New Zealand from 1995 to 2019.<br>Table S1. Absolute gravity observations in New Zealand made with Micro-g LaCoste FG-5 and A-10 gravity meters.<br>
DOI: 10.6084/m9.figshare.17151323.v1
title: OCS-NL Stroke Dataset

description: This dataset contains data of the OCS-NL validation study in stroke patients.<br>
DOI: 10.3535/c1p-l4k-5pj
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lwb-21x-1aq
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7bw-9vt-vk1
title: Sikhote-Alin meteorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hlp-rrp-m9z
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20043121.v1
title: Flora of North America North of Mexico

description: Abstract The Flora of North America north of Mexico treats all native and naturalized vascular plants and bryophytes in Canada, Greenland, St. Pierre et Miquelon, and the continental United States including the Florida Keys and Aleutian Islands (approximately 18 million square kilometers). It provides accepted names, literature citations, basionyms, synonyms, morphological descriptions, habitat, geographical distribution, conservation or weed status, and a discussion of taxonomic issues for approximately 20,000 species. Of the total 30 volumes anticipated, 18 have been published and one is in press, treating 2021 genera and 12,393 species. For the remaining volumes, 763 genera and 5,008 species have been submitted, and 82 of the 144 families have been submitted in full. Completion is anticipated by the end of 2017. The project is managed by the Flora of North America Association. Content from published volumes is available through eFloras and JSTOR and has been provided to the World Flora informatics team.
DOI: 10.17632/ksr66hbmcj
title: Financial Inclusion

description: The data includes 6 attributes for examining the relationship between economic growth and financial inclusions within those countries classified into 3 categories: low, lower-middle, and upper-middle income.
DOI: 10.3535/any-q5c-b0w
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fd6-9qb-aks
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/czrkfc3wm4
title: Media Phraseologisms (2017-2022)

description: The obtained data reflect the mood of communicators with the help of media phraseologisms, which function as verbal illustrations of a certain time period (2017-2022). Based on the respondents' answers (460 respondents; І-2017-2018, ІІ-2019-2020, ІІІ-2021-2022), changes in the axiological coordinates of modernity were traced.
DOI: 10.3535/kzl-tcz-2ea
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q1n-fr0-xbs
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20474196.v1
title: Pyrocystis lunula SPAdes preassembly

description: ......
DOI: 10.6084/m9.figshare.23278340.v1
title: Hsp protein and cds

description: Sequences of Hsp protein and cds of Sinonvacula constricta
DOI: 10.6084/m9.figshare.9031370.v1
title: Prairie rattlesnake gene annotation

description: Gene annotations for the prairie rattlesnake genome.
DOI: 10.3535/g2v-nht-va4
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yx0-ftd-kwx
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22586854.v1
title: Data Gut parasites infection increases mate rejection in a species with indirect sperm transfer

description: Data from the Gut parasites infection increases mate rejection in a species with indirect sperm transfer ms
DOI: 10.3535/3w9-99b-z4v
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e4m-gvm-07p
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11997081.v1
title: Genetic diversity and structuring in the arapaima (Osteoglossiformes, Osteoglossidae) population reveal differences between the Amazon and the Tocantins-Araguaia basins

description: Abstract Arapaima is a widely-distributed fish of enormous economic importance in the Amazon region. In the present study, a total of 232 specimens were sampled, 121 from five sites in the Amazon basin and 111 from five sites in the Tocantins-Araguaia basin. The analyses investigated fragments of the Cytochrome b, Control Region, Cytochrome Oxidase I, NADH dehydrogenase subunit 2 and seven loci microsatellites. The analyses revealed the existence of two mitochondrial lineages within the general area, with no haplotypes shared between basins, and genetic variability significantly higher in the Amazon than in the Tocantins-Araguaia basin. Two divergent, but sympatric mitochondrial lineages were found in the Amazon basin, but only a single lineage in the Tocantins-Araguaia basin. The existence of these two mitochondrial lineages indicates that past events, probably occurring during the Pleistocene, resulted in the separation of the populations of this species and molded its evolutionary history, which is reflected directly in its mitochondrial DNA. The analysis of the arapaima population structure identified distinct levels of diversity within the distribution of the species, indicating specific geographic regions that will require special attention for the development of conservation and management strategies.
DOI: 10.6084/m9.figshare.13620845.v1
title: Bilateral FDI and Human rights.xlsx

description: Human Rights and Coding Data-This is a dataset collected for the purpose of studying the relationship between Bilateral FDI. The research period is from 2002 to 2012, and the subject of research is the FDI received from the OECD by developing countries.
DOI: 10.17632/8tskwsbt3h
title: Yersinia enterocolitica and Yersinia pseudotuberculosis resistance to antibiotics and cinnamon, oregano and thyme essential oils

description: The files include specification of the essential oils used in the study and full datasets of results.
DOI: 10.3535/emg-szj-ems
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kl7-tj2-y1n
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1575687.v4
title: Dataset of 'An indicator of journal impact that is based on calculating a journal's percentage of highly cited publications' by Sara M. González-Betancor and Pablo Dorta González (2015), arXiv:1510

description: Supplementary material 1: Database with the values of the impact indicators
DOI: 10.6084/m9.figshare.19107002.v1
title: Fahad Alqurashi - Seventh paper.docx

description: This systematic literature review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 (PRISMA 2020) checklist, which includes 27 items. This review comprises four stages: Identification, Screening phase, Eligibility, and finally, Inclusion phase. Before initiating the actual review, pertinent issues were highlighted by forming a panel of four EFL experts. This helped frame questions before commencing with the review so that relevant data could be identified in the selected research.<br>30 articles were recognized as being relevant to "written corrective feedback" in the Saudi context. Among the research areas determined, beliefs and attitudes of students/teachers were the most commonly studied, followed by effectiveness of WCF to learners. The studies also included comparative effectiveness of different strategies in WCF to learners which was the least chosen research area.<br><br>
DOI: 10.6084/m9.figshare.22149041.v1
title: Process Discovery Contest @ BPM 2016 (IEEE Task Force on Process Mining Dataset)

description: The Process Discovery approach described in this document is directed towards discovery of process models from a Training Event log representing 10 different real time business process executions, and cross-validating the derived model with a set of two Test Event logs provided for evaluation of the process discovery technique. Each of the Test event logs ((<em>test_log_april_1 </em>to <em>test_log_april_10</em>) and (<em>test_log_may_1 </em>to <em>test_log_may_10</em>)) represents part of the model from the <em>Training Log </em>with complete total of 20 traces for each of the logs, and are characterized by having 10 traces that can be replayed (allowed) and 10 traces that cannot be replayed (disallowed) by the model. The total number of traces for the Test event logs (i.e. April log, and May log) is therefore ((10 logs x 20 traces) x 2) = 400 Traces. Our aim is to carry out a classification task to determine the 400 individual traces that makes up the two test event log and then provide a Petri Net representation of the Training model as well as Business Process Model Notation (BPMN) mapping that allows for testing and evaluation of the behaviours/traces recorded in the Test logs. The objective of the proposed approach is to discover and provide process models that matches the original process models in term of balancing between “overfitting” and “underfitting”. A process model is seen as overfitting (the event log) if it is too restrictive, disallowing behaviour which is part of the underlying process. On the other hand, it is underfitting (the reality) if it is not restrictive enough, allowing behaviour which is not part of the underlying process. Following this challenge, we aim to provide a model which is as good in balancing “overfitting” and “underfitting” as it is able to correctly classify the traces that can be replayed based on the analysis of the “test” event log: Thus,  Given a trace (t) representing real process behaviour, the process model (m) classifies it as allowed, or  Given a trace (t) representing a behaviour not related to the process, the process model (m) classifies it as disallowed. This document contains the classification attempts for the events logs provided and discusses the replaying semantics of the process modelling notation that has been employed. In other words, we discuss how, given any process trace t (for the Test event Log) and process model m (for the training log) in the discovered Petri Net and BPMN replaying notation, it can be unambiguously determined whether or not trace t can be replayed on model (m). We also provide a description of the tools used to discover the process models as well as checking the result of the classification task. The approach we use to solve the process discovery contest is supported by some of the definitions and technique described in [1].
DOI: 10.3535/x4s-arj-1j5
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16661365.v1
title: Tablas reacciones a las publicaciones en redes sociales por los aspirantes a las alcaldía en campaña del 2019

description: Tablas de Frecuencia de Publicaciones en redes sociales por los candidatos electos en campaña política por redes sociales en Colombia.
DOI: 10.6084/m9.figshare.23947389.v1
title: "Antibiotics under our feet" Public Engagement Project (dataset 2)

description: This link goes to the second set of data files from the analysis of soil samples collected during the University of St Andrews "Antibiotics under our feet" public engagement activity in the form of a citizen science project funded by a ScotPEN Wellcome Engagement Award to Clarissa Melo Czekster, University of St Andrews.<br>The following files types and formats are included:<br>- Soil sample data ID, collection date and location and associated environmental data in .xlsx format (Excel spreadsheet);<br>- Raw sequence files; text-based format for representing nucleotide or amino acid sequence with quality data: .fastq.gz (zipped, can be opened with a text editor);<br>More details on the software required are provided in the Readme.txt file.
DOI: 10.6084/m9.figshare.28541126.v1
title: ANN Model Replication Dataset

description: This study addresses a gap in applying machine learning for polymer gel viscosity prediction in improved oil recovery (IOR). A baseline ANN model was developed using 418 experimental datasets from crosslinked PAM/PEI gels under varied conditions, achieving excellent predictive accuracy and demonstrating potential for enhanced oilfield water control.<b>Repository Description</b>This repository contains all the underlying data and materials necessary to reproduce the study "Development of an Artificial Neural Network Model for Predicting the Viscosity of Crosslinked Polyacrylamide and Polyethylenimine Polymer Gel for Oilfield Water Control." The work was performed using MATLAB 2022b, and the model was developed with MATLAB’s Neural Network Toolbox.<b>Included Materials:</b><br><b>Raw Experimental Data</b>:All 418 experimental datasets are provided. These datasets include measurements of polymer gel viscosity under varying conditions—shear rate, salinity, ammonium chloride concentration, and silica nanoparticle content.<b>Model Input Data and Parameters:</b>The repository contains the complete variable dataset used as input for the ANN model. This includes detailed descriptions of the input variables, along with the corresponding raw data.<b>Model Architecture and Replication Details:</b>The ANN model is a two-layer feed-forward neural network featuring a single hidden layer with 10 neurons. The model was trained using the Levenberg-Marquardt algorithm. The hidden layer uses the tangent sigmoid (Tansig) activation function, and the output layer employs a linear (Purelin) activation function. Detailed model parameters, including neuron weights and biases, are included to facilitate replication.<b>Software and Commands:</b>MATLAB 2022b was used to develop the model. The “nftool” command from MATLAB’s Neural Network Toolbox was specifically employed to access the Neural Net Fitting app and build the model. All commands, settings, and parameters are documented within the repository.<br>No data involving human participants were collected, and all experimental data adhered to the relevant institutional and legal standards.<br>This comprehensive dataset and detailed methodology ensure that other researchers can fully interpret, replicate, and build upon this work in the field of improved oil recovery
DOI: 10.3535/8h5-y9c-0xp
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mdb-rll-7m5
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22731986.v1
title: Dysp_250822.csv

description: .csv data file of a cohort of 170 women with cervical dysplasia
DOI: 10.17632/d27fbh375b
title: Granulosa cell mevalonate pathway abnormalities contribute to oocyte meiotic defects and aneuploidy

description: Source Data of "Granulosa cell mevalonate pathway abnormalities contribute to oocyte meiotic defects and aneuploidy"