cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3996582
title: Raw and aggregated data for the study introduced in the article "Citing and referencing habits in Medicine and Social Sciences journals in 2019"

description: This dataset contains all the raw data and aggregated data subject of the study introduced in the article "Citing and referencing habits in Medicine and Social Sciences journals in 2019". The study is based on the bibliographic and citation data contained in 213 articles published in 46 journals in two subject areas: Medicine and Social Sciences. The articles contained a total amount of 9,911 bibliographic references and 16,193 mentions and quotations overall. In particular, the raw data are about 27 journals, 132 articles, 5,340 bibliographic references, 8,400 mentions and 5 quotations in Medicine, and 19 journals, 81 articles, 4,571 bibliographic references, 6,953 mentions and 835 quotations in Social Sciences. The dataset is composed of three files: the file "medicine-journals.csv" contains the raw data of the articles published in Medicine journals; the file "social-sciences-journals.csv" contains the raw data of the articles published in Social Sciences journals; the file "aggregated-data-medicine-social-sciences.csv" contains the aggregated data created considering the raw data in the previous files, which have been used to creating all the tables and figures in the article.
DOI: 10.5281/zenodo.3996581
title: Raw and aggregated data for the study introduced in the article "Citing and referencing habits in Medicine and Social Sciences journals in 2019"

description: This dataset contains all the raw data and aggregated data subject of the study introduced in the article "Citing and referencing habits in Medicine and Social Sciences journals in 2019". The study is based on the bibliographic and citation data contained in 213 articles published in 46 journals in two subject areas: Medicine and Social Sciences. The articles contained a total amount of 9,911 bibliographic references and 16,193 mentions and quotations overall. In particular, the raw data are about 27 journals, 132 articles, 5,340 bibliographic references, 8,400 mentions and 5 quotations in Medicine, and 19 journals, 81 articles, 4,571 bibliographic references, 6,953 mentions and 835 quotations in Social Sciences. The dataset is composed of three files: the file "medicine-journals.csv" contains the raw data of the articles published in Medicine journals; the file "social-sciences-journals.csv" contains the raw data of the articles published in Social Sciences journals; the file "aggregated-data-medicine-social-sciences.csv" contains the aggregated data created considering the raw data in the previous files, which have been used to creating all the tables and figures in the article.
DOI: 10.34740/kaggle/dsv/1437779
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.12608132
title: Hoplocheylus similis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12608132.v1
title: Hoplocheylus similis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12609323.v1
title: Proadactylidium fossibilis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12609350
title: Paradactylidium sineunguis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12609350.v1
title: Paradactylidium sineunguis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12608156.v1
title: Dolichocybe elongata sp. nov.

description: <i>Dolichocybe elongata</i> <b>sp. nov.</b>Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12609323
title: Proadactylidium fossibilis sp. nov.

description: Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12608156
title: Dolichocybe elongata sp. nov.

description: <i>Dolichocybe elongata</i> <b>sp. nov.</b>Stacks of microscopic images, data for the paper 'Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. I. Families Tarsocheylidae, Dolichocybidae and Acarophenacidae'<br>Images in JPEG format , zipped per stack folder or per specimen. <br>Scalebars included.FastStone image viewer (freeware) is recommended for viewing the stacks.<br><br> Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. <br>
DOI: 10.6084/m9.figshare.12840671.v1
title: Description of average kinematic curves of the lower limb in amateur runners at fixed speeds and adjusted to their anthropometric characteristics.

description: The data set comprises processed lower extremity running kinematics of 29 subjects in txt file format. The data were collected using a three-dimensional (3D) motion-capture system and an instrumented treadmill while every subject ran at a fixed speed determined by Froude number and a standarized speed of 11 m/s wearing sports shoes.
DOI: 10.6084/m9.figshare.7796492
title: Almeida et al. RAW DATA.xlsx

description: Raw data of study on the nematode trophic study in the bromeliad <i>A. cruenta</i>, in three areas of restinga hit by anthropic disturbances<br>
DOI: 10.6084/m9.figshare.7796492.v1
title: Almeida et al. RAW DATA.xlsx

description: Raw data of study on the nematode trophic study in the bromeliad <i>A. cruenta</i>, in three areas of restinga hit by anthropic disturbances<br>
DOI: 10.6084/m9.figshare.12847310
title: An Initial Design-enhanced Deep Learning-based Optimization Framework to Parameterize Multicomponent ReaxFF Force Fields

description: ReaxFF is an empirical interatomic potential capable of simulating reactions in complex chemical processes and thus determine the dynamical evolution of the molecular systems. A drawback of this method is the necessity of a significant development stage to adapt it to a chemical system of interest. One of these stages is the optimization of force field parameters that are used to tune1interatomic interactions to mimic ones obtained by quantum chemistry-based methods. The optimization of these parameters is a very complex high dimensional problem. Here, we propose an INitial-DEsign Enhanced Deep learning-based OPTimization (INDEEDopt) framework to accelerate and improve the quality of the ReaxFF parameterization. The procedure starts with a Latin Hypercube Design (LHD) algorithm that is used to explore the parameter landscape extensively. The LHD passes the information about explored regions to a deep learning model for training. The deep learning model finds the minimum discrepancy regions and eliminates unfeasible regions, which originate from the unphysical atomistic interactions, and constructs a more comprehensive understanding of a physically meaningful parameter space. We demonstrate the procedure here for the parameterization of a nickel-chromium binary force field and a tungsten- sulfide-carbon-hydrogen quaternary force field. We demonstrate that INDEEDopt produces improved accuracies in shorter development time compared to the conventional linear optimization method.
DOI: 10.6084/m9.figshare.12847310.v1
title: dl-data_nicr.csv

description: ReaxFF is an empirical interatomic potential capable of simulating reactions in complex chemical processes and thus determine the dynamical evolution of the molecular systems. A drawback of this method is the necessity of a significant development stage to adapt it to a chemical system of interest. One of these stages is the optimization of force field parameters that are used to tune1interatomic interactions to mimic ones obtained by quantum chemistry-based methods. The optimization of these parameters is a very complex high dimensional problem. Here, we propose an INitial-DEsign Enhanced Deep learning-based OPTimization (INDEEDopt) framework to accelerate and improve the quality of the ReaxFF parameterization. The procedure starts with a Latin Hypercube Design (LHD) algorithm that is used to explore the parameter landscape extensively. The LHD passes the information about explored regions to a deep learning model for training. The deep learning model finds the minimum discrepancy regions and eliminates unfeasible regions, which originate from the unphysical atomistic interactions, and constructs a more comprehensive understanding of a physically meaningful parameter space. We demonstrate the procedure here for the parameterization of a nickel-chromium binary force field and a tungsten- sulfide-carbon-hydrogen quaternary force field. We demonstrate that INDEEDopt produces improved accuracies in shorter development time compared to the conventional linear optimization method.
DOI: 10.5519/qd.9oi8i2xu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2671 records)
DOI: 10.5281/zenodo.3996620
title: PEAS studio search result for M. bealei proteomics

description: It is the raw file of PEAKS studio search result for M. bealei proteomics.
DOI: 10.5281/zenodo.3996619
title: PEAS studio search result for M. bealei proteomics

description: It is the raw file of PEAKS studio search result for M. bealei proteomics.
DOI: 10.6084/m9.figshare.12847460
title: Dados da análise qualitativa do experimento

description: Dados qualitativos do experimento para avaliar a dinâmica para o desenvolvimento de soft skills no Ensino de Engenharia de Software.
DOI: 10.6084/m9.figshare.12847460.v1
title: Dados da análise qualitativa do experimento

description: Dados qualitativos do experimento para avaliar a dinâmica para o desenvolvimento de soft skills no Ensino de Engenharia de Software.
DOI: 10.6084/m9.figshare.12846983
title: Agricultural trends in Spain

description: Data extracted from ESYRCE showing trends in agricultural practices in Spain
DOI: 10.34740/kaggle/dsv/1437980
title: COVID-19 cases by Continent
DOI: 10.6084/m9.figshare.12847088
title: R0187_20171003a_videos

description: Rat 0187, skilled reaching data collected on 10/3/2017 in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.12847088.v1
title: R0187_20171003a_videos

description: Rat 0187, skilled reaching data collected on 10/3/2017 in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.12847493
title: Additional annotation files_GenSAS

description: Genome annotation files for Caligus rogercresseyi
DOI: 10.5281/zenodo.3992310
title: Consensus calling of MinION amplicon reads improves metabarcoding results

description: <strong>Background</strong>: Metabarcoding environmental DNA with high-throughput sequencing is a state-of-the-art method to assess biodiversity and to uncover dark taxa. MinION is the first handheld sequencer that can be taken into the field for on-site metabarcoding. This research aims to answer if bioinformatics can solve the issues that arise because of the higher error rate of MinION data. <strong>Results</strong>: Biodiverse samples with a presumed large portion of dark taxa were selected from the Dutch Caribbean. The cytochrome oxidase 1 gene (CO1) is used as a barcode for identification at the species level or higher levels. Generating a consensus sequence from closely related sequences resulted in minimized random errors and increased species identification of 175% compared to unclustered MinION data. Additional to the formulation of the workflow, an ecological analysis was conducted that revealed co-occurrence of species in similar habitats, and that the proportion of dark taxa in the sampled region is 81.87%. <strong>Conclusion</strong>: Although the workflow did not attain the results that the existing Illumina workflows do, the potential is evident. The high proportion of dark taxa in the sampled region of Statia and the Saba Bank indicates the need for continued barcoding of species in the Dutch Caribbean to resolve database limitations.
DOI: 10.5281/zenodo.3992309
title: Consensus calling of MinION amplicon reads improves metabarcoding results

description: <strong>Background</strong>: Metabarcoding environmental DNA with high-throughput sequencing is a state-of-the-art method to assess biodiversity and to uncover dark taxa. MinION is the first handheld sequencer that can be taken into the field for on-site metabarcoding. This research aims to answer if bioinformatics can solve the issues that arise because of the higher error rate of MinION data. <strong>Results</strong>: Biodiverse samples with a presumed large portion of dark taxa were selected from the Dutch Caribbean. The cytochrome oxidase 1 gene (CO1) is used as a barcode for identification at the species level or higher levels. Generating a consensus sequence from closely related sequences resulted in minimized random errors and increased species identification of 175% compared to unclustered MinION data. Additional to the formulation of the workflow, an ecological analysis was conducted that revealed co-occurrence of species in similar habitats, and that the proportion of dark taxa in the sampled region is 81.87%. <strong>Conclusion</strong>: Although the workflow did not attain the results that the existing Illumina workflows do, the potential is evident. The high proportion of dark taxa in the sampled region of Statia and the Saba Bank indicates the need for continued barcoding of species in the Dutch Caribbean to resolve database limitations.
DOI: 10.6084/m9.figshare.12847484
title: Incan Gold Experiment 1.sav

description: SPSS data from Experiment 1
DOI: 10.6084/m9.figshare.12847484.v1
title: Incan Gold Experiment 1.sav

description: SPSS data from Experiment 1
DOI: 10.6084/m9.figshare.12847529.v1
title: Data for Experiment 2

description: SPSS file for data in Experiment 2
DOI: 10.6084/m9.figshare.12847529
title: Data for Experiment 2

description: SPSS file for data in Experiment 2
DOI: 10.6084/m9.figshare.12847550
title: Provider IF complete dataset of questionnaires.xls

description: Data for assessing provider implementation fidelity level to TB screening among PLHIV at HIV clinics. Factor analytic technique was used .
DOI: 10.6084/m9.figshare.12847550.v1
title: Provider IF complete dataset of questionnaires.xls

description: Data for assessing provider implementation fidelity level to TB screening among PLHIV at HIV clinics. Factor analytic technique was used .
DOI: 10.5517/ccdc.csd.cc2287tf
title: CCDC 1914554: Experimental Crystal Structure Determination

description: Related Article: Eugene S. Gutman, Eric Bow, Fuying Li, Agnieszka Sulima, Sophia Kaska, Rachel Crowley, Thomas E. Prisinzano, Yong-Sok Lee, Sergio A. Hassan, Gregory H. Imler, Jeffrey R. Deschamps, Arthur E. Jacobson, Kenner C. Rice|2020|RSC Med. Chem.|11|896|doi:10.1039/D0MD00104J
DOI: 10.18112/openneuro.ds003089.v1.0.0
title: Somatosensory_hierarchical_gradients
DOI: 10.5281/zenodo.3996718
title: Violations detected from social distancing algorithm

description: Violations detected from social distancing algorithm and corresponding location data.
DOI: 10.5281/zenodo.3996717
title: Violations detected from social distancing algorithm

description: Violations detected from social distancing algorithm and corresponding location data.
DOI: 10.25919/5f42ebb0e2f8f
title: Sequencing reads used in a metatranscriptomic analysis of changing dynamics in the plankton communities adjacent to aquaculture leases in southern Tasmania, Australia

description: We hypothesised that the metatranscriptome could be used to monitor changing phytoplankton physiology near leases. To test this hypothesis, opportunistic samples were collected from one oceanic location in winter and one estuarine location in spring and analysed via RNASeq. Transcriptomes from different locations were found to have little overlap, due to different community compositions in the oceanic and estuarine locations. Transcript function was similar at each location. Proximity to the salmon pen had little influence over the transcriptome at the estuarine location. In the oceanic environment, diatom-based production decreased near pens and dinoflagellate-based production increased as demonstrated through the abundance of carbon fixation and nitrogen-acquisition-related transcripts. Our initial results suggest that the use of the metatranscriptome in monitoring is promising.
DOI: 10.21227/s8zh-8875
title: Cellular Received Signal Strength Indicator Dataset

description: This data presents the Reference Signal Received power for LTE, GSM and HSPA. The Mobile signal measurement were taken around Covenant University, Nigeria. The experiment setup was on an indoor scenario. The data was collected to investigate the best network for Mobile subscribers on roaming services and local subscriber's high performance and data rates. After the experiment, Exploratory Data Analysis (EDA) was used to visualize the best Network; The data can be applied to determine the network services providing the best QoS between 4th Generation LTE/4G, 3rd generation UMTS/HSPA, and GSM. The data is vital for indoor localization applications and the mobile network provider for network optimizationThe experiment was conducted between July 1 and July 30, 2020. Measurements were taken from 7:30 am to 11.00 pm. The primary device collected data at an interval of 30 minutes within the time range, while the supporting devices randomly collected data during the day.
DOI: 10.21227/3fs7-sj33
title: Cellular Received Signal Strength Indicator Dataset

description: This data presents the Reference Signal Received power for LTE, GSM and HSPA. The Mobile signal measurement were taken around Covenant University, Nigeria. The experiment setup was on an indoor scenario. The data was collected to investigate the best network for Mobile subscribers on roaming services and local subscriber's high performance and data rates. After the experiment, Exploratory Data Analysis (EDA) was used to visualize the best Network; The data can be applied to determine the network services providing the best QoS between 4th Generation LTE/4G, 3rd generation UMTS/HSPA, and GSM. The data is vital for indoor localization applications and the mobile network provider for network optimizationThe experiment was conducted between July 1 and July 30, 2020. Measurements were taken from 7:30 am to 11.00 pm. The primary device collected data at an interval of 30 minutes within the time range, while the supporting devices randomly collected data during the day.
DOI: 10.5517/ccdc.csd.cc258wzb
title: CCDC 2004552: Experimental Crystal Structure Determination

description: Related Article: Lukas Kletsch, Axel Klein|2020|CSD Communication|||
description: Related Article: Lukas Kletsch, Gerald Hörner, Axel Klein|2020|Organometallics|39|2820|doi:10.1021/acs.organomet.0c00355
DOI: 10.6084/m9.figshare.3761562.v1583
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.