cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22316641.v1
title: Integrated scRNA-seq data in scIBD

description: Data files used in scIBD (www.scibd.cn) is also available here. Gene expression matrix Integrated gene expression matrix of scIBD (Anndata object in H5AD format) (scIBD.gex_matrix.h5ad) Integrated gene expression matrix of scIBD (Seurat object in RDS format) (scIBD.gex_matrix.rds) Meta data of scIBD (scIBD_sample_meta_data.txt.gz) Differential expressed genes Differential expressed genes across cell subtypes within each major cluster (scIBD.deg_by_major_cluster.rds) Differential activated regulons Differential regulons between healthy and disease in each major cluster (scIBD.diff_regulon_by_major_cluster.rds)
DOI: 10.5281/zenodo.4107206
title: Assessment of the Elliptic Blending RSM Turbulence Model on a Wind Turbine-Type Rotor Under Mildly Compressible Blade Tip Flow Regime (Dataset)

description: <strong>A corrigendum to this paper and corresponding dataset has been published</strong>. Now, please refer to https://doi.org/10.5281/zenodo.4107205 for the corrected data along with the original paper.
description: {"references": ["Lovatto, M. L. and Petry, A. P. (2020) 'Assessment of the Elliptic Blending RSM turbulence model on a wind turbine-type rotor under mildly compressible blade tip flow regime', in 18th Brazilian Congress of Thermal Sciences and Engineering. http://www.sistema.abcm.org.br/articleFiles/download/28958"]}
DOI: 10.5281/zenodo.5528057
title: Corrigendum of "Assessment of the Elliptic Blending RSM Turbulence Model on a Wind Turbine-Type Rotor Under Mildly Compressible Blade Tip Flow Regime" and updated dataset

description: This data accompanies the paper "Assessment of the Elliptic Blending RSM Turbulence Model on a Wind Turbine-Type Rotor Under Mildly Compressible Blade Tip Flow Regime", published in the 18th Brazilian Congress of Thermal Sciences and Engineering (2020): http://www.sistema.abcm.org.br/articleFiles/download/28958. It includes the corrected integral load values described in the PDF document.
description: {"references": ["Lovatto, M. L. and Petry, A. P. (2020a) 'Assessment of the Elliptic Blending RSM turbulence model on a wind turbine-type rotor under mildly compressible blade tip flow regime', in 18th Brazilian Congress of Thermal Sciences and Engineering. http://www.sistema.abcm.org.br/articleFiles/download/28958", "Lovatto, M. L. and Petry, A. P. (2020b) 'Assessment of the Elliptic Blending RSM turbulence model on a wind turbine-type rotor under mildly compressible blade tip flow regime (dataset)', in Zenodo. https://doi.org/10.5281/zenodo.4107206"]}
DOI: 10.5281/zenodo.5546070
title: Dataset publication pending

description: Dataset publication pending.
DOI: 10.5281/zenodo.7772684
title: Dataset publication pending

description: Dataset publication pending.
DOI: 10.5281/zenodo.4107205
title: Corrigendum of "Assessment of the Elliptic Blending RSM Turbulence Model on a Wind Turbine-Type Rotor Under Mildly Compressible Blade Tip Flow Regime" and updated dataset

description: This data accompanies the paper "Assessment of the Elliptic Blending RSM Turbulence Model on a Wind Turbine-Type Rotor Under Mildly Compressible Blade Tip Flow Regime", published in the 18th Brazilian Congress of Thermal Sciences and Engineering (2020): http://www.sistema.abcm.org.br/articleFiles/download/28958. It includes the corrected integral load values described in the PDF document.
description: {"references": ["Lovatto, M. L. and Petry, A. P. (2020a) 'Assessment of the Elliptic Blending RSM turbulence model on a wind turbine-type rotor under mildly compressible blade tip flow regime', in 18th Brazilian Congress of Thermal Sciences and Engineering. http://www.sistema.abcm.org.br/articleFiles/download/28958", "Lovatto, M. L. and Petry, A. P. (2020b) 'Assessment of the Elliptic Blending RSM turbulence model on a wind turbine-type rotor under mildly compressible blade tip flow regime (dataset)', in Zenodo. https://doi.org/10.5281/zenodo.4107206"]}
DOI: 10.5281/zenodo.5546069
title: Dataset publication pending

description: Dataset publication pending.
DOI: 10.5281/zenodo.7772683
title: Dataset publication pending

description: Dataset publication pending.
DOI: 10.6084/m9.figshare.21923121
title: Restriction-modification systems and plasmids

description: This folder contains supplementary data files for the paper <br> Restriction-modification systems have shaped the evolution and distribution of plasmids across bacteria (2022) Liam P. Shaw, Eduardo P. C. Rocha, R. Craig MacLean. biorxiv doi: 10.1101/2022.12.15.520556v1 For more information on methods used to generate the data please see the paper. This data is linked to the github repository: https://github.com/liampshaw/R-M-and-plasmids An archived release v1.0.0 of this repository is also provided within this directory as R-M-and-plasmids-1.0.0.tar.gz. Furthermore, the software tool rmsFinder developed for this work (available at https://github.com/liampshaw/rmsFinder) is also provided within this directory as rmsFinder-1.0.0.tar.gz <br> As follows: * Clone git repository * Download and move this figshare data into a `data` directory within that repository * Run R scripts in `R-scripts` using `./run_analysis.sh` to re-generate figures and analysis included in paper <br> A guide to the data files is included in README.txt
DOI: 10.6084/m9.figshare.21923121.v2
title: Restriction-modification systems and plasmids

description: This folder contains supplementary data files for the paper <br> Restriction-modification systems have shaped the evolution and distribution of plasmids across bacteria (2022) Liam P. Shaw, Eduardo P. C. Rocha, R. Craig MacLean. biorxiv doi: 10.1101/2022.12.15.520556v1 For more information on methods used to generate the data please see the paper. This data is linked to the github repository: https://github.com/liampshaw/R-M-and-plasmids An archived release v1.0.0 of this repository is also provided within this directory as R-M-and-plasmids-1.0.0.tar.gz. <br> As follows: * Clone git repository * Download and move this figshare data into a `data` directory within that repository * Run R scripts in `R-scripts` using `./run_analysis.sh` to re-generate figures and analysis included in paper <br> A guide to the data files is included in README.txt
DOI: 10.6084/m9.figshare.21923121.v3
title: Restriction-modification systems and plasmids

description: This folder contains supplementary data files for the paper <br> Restriction-modification systems have shaped the evolution and distribution of plasmids across bacteria (2022) Liam P. Shaw, Eduardo P. C. Rocha, R. Craig MacLean. biorxiv doi: 10.1101/2022.12.15.520556v1 For more information on methods used to generate the data please see the paper. This data is linked to the github repository: https://github.com/liampshaw/R-M-and-plasmids An archived release v1.0.0 of this repository is also provided within this directory as R-M-and-plasmids-1.0.0.tar.gz. Furthermore, the software tool rmsFinder developed for this work (available at https://github.com/liampshaw/rmsFinder) is also provided within this directory as rmsFinder-1.0.0.tar.gz <br> As follows: * Clone git repository * Download and move this figshare data into a `data` directory within that repository * Run R scripts in `R-scripts` using `./run_analysis.sh` to re-generate figures and analysis included in paper <br> A guide to the data files is included in README.txt
DOI: 10.34740/kaggle/dsv/5583024
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.22731461
title: Data for dopaminergic system in migraine

description: All data of the study on the effects and mechanisms of dopaminergic modulation in migraine.
DOI: 10.6084/m9.figshare.22731461.v1
title: Data for dopaminergic system in migraine

description: All data of the study on the effects and mechanisms of dopaminergic modulation in migraine.
DOI: 10.6084/m9.figshare.22731080
title: Bioassay data with insecticides against grape berry moth

description: Results from bioassays with tests of insecticide susceptibility in populations of the grape berry moth, Paralobesia viteana.
DOI: 10.6084/m9.figshare.22731080.v2
title: Bioassay data with insecticides against grape berry moth

description: Results from bioassays with tests of insecticide susceptibility in populations of the grape berry moth, Paralobesia viteana.
DOI: 10.6084/m9.figshare.22731080.v3
title: Bioassay data with insecticides against grape berry moth

description: Results from bioassays with tests of insecticide susceptibility in populations of the grape berry moth, Paralobesia viteana.
DOI: 10.6084/m9.figshare.21357921
title: Image library for: The first Gondwanan Euphorbiaceae fossils reset the biogeographic history of the <em>Macaranga-Mallotus</em> clade

description: This item is a dataset supplementing the primary article: <br> <strong>Wilf P, A Iglesias, MA Gandolfo. 2023. The first Gondwanan Euphorbiaceae fossils reset the biogeographic history of the </strong><em><strong>Macaranga-Mallotus</strong></em><strong> clade. </strong><em><strong>American Journal of Botany </strong></em><strong>110</strong><em><strong>,</strong></em><em><strong> </strong></em><strong>e16169.</strong><em><strong> </strong></em><strong>DOI:10.1002/ajb2.16169 </strong> <br> Please cite the primary article rather than this supplement and refer to the primary article for all details. <br> Contents are four zip archives. <br> 1. CT.zip <br> Contains: —a full CT tiff stack (single file) of specimen MPEF-Pb 7989a, after orthogonal reslicing to correct the view orientation. —standard support files <br> 2. Figs2-6@1200dpi.zip <br> Contains: 1200 dpi versions of the five composed plates of the new fossils (Figs. 2-6 in the primary article). Jpeg format at minimum compression. <br> 3. Fossil_images.zip <br> Contains: —README text file with lookup instructions from filenames to museum repository numbers and other key details. —Three image folders for the new leaf and infructescence fossils as marked. Jpeg format at minimum compression, original resolution. <br> 4. Raman_report&data.zip <br> Contains: powerpoint summary and data files by Max Wetherington for Raman experiments done at the Penn State Materials Characterization Lab.
DOI: 10.6084/m9.figshare.21357921.v1
title: Image library for: The first Gondwanan Euphorbiaceae fossils reset the biogeographic history of the <em>Macaranga-Mallotus</em> clade

description: This item is a dataset supplementing the primary article: <br> <strong>Wilf P, A Iglesias, MA Gandolfo. 2023. The first Gondwanan Euphorbiaceae fossils reset the biogeographic history of the </strong><em><strong>Macaranga-Mallotus</strong></em><strong> clade. </strong><em><strong>American Journal of Botany </strong></em><strong>110</strong><em><strong>,</strong></em><em><strong> </strong></em><strong>e16169.</strong><em><strong> </strong></em><strong>DOI:10.1002/ajb2.16169 </strong> <br> Please cite the primary article rather than this supplement and refer to the primary article for all details. <br> Contents are four zip archives. <br> 1. CT.zip <br> Contains: —a full CT tiff stack (single file) of specimen MPEF-Pb 7989a, after orthogonal reslicing to correct the view orientation. —standard support files <br> 2. Figs2-6@1200dpi.zip <br> Contains: 1200 dpi versions of the five composed plates of the new fossils (Figs. 2-6 in the primary article). Jpeg format at minimum compression. <br> 3. Fossil_images.zip <br> Contains: —README text file with lookup instructions from filenames to museum repository numbers and other key details. —Three image folders for the new leaf and infructescence fossils as marked. Jpeg format at minimum compression, original resolution. <br> 4. Raman_report&data.zip <br> Contains: powerpoint summary and data files by Max Wetherington for Raman experiments done at the Penn State Materials Characterization Lab.
DOI: 10.5281/zenodo.7886231
title: Raw and post-processing data for using auditory models to mimic human listeners in reverse correlation experiments from the fastACI toolbox

description: <strong>Description</strong>: The current dataset provides all the stimuli (folder ../01-Stimuli/), raw data (folder ../02-Raw-data/) and post-processed data (../03-Post-proc-data/) used in the Forum Acusticum 2013 paper titled "Using auditory models to mimic human listeners in reverse correlation experiments from the fastACI toolbox" by the same authors. In this paper, we replicated the tone-in-noise experiment by Ahumada et al. (1975) but using an artificial listener instead of collecting data from real participants. The behavioural data were mimicked using an artificial listener based on 'king2019' (King et al., 2019) as a front-end model using a template-matching decision to indicate whether a 500-Hz tone was (or not) present in each of the noisy trials. This study offers a step-by-step guide of how can be an artificial listener integrated into fastACI. <strong>Use these data</strong>: Download all these data, locate them in a local directory of your computer. If you have MATLAB and you downloaded a local copy of the fastACI toolbox (open access at: https://github.com/aosses-tue/fastACI) you can recreate the figures of our paper. After downloading and initialising the toolbox (type 'startup_fastACI;', without quotation marks in MATLAB), run the script <strong>g20230501_FA_Artificial_listener_paper_figs.m</strong> (provided in this dataset) and follow the instructions on the screen to generate one of the four study figures. This script calls the function <strong>publ_osses2023b_FA_figs.m</strong> from the toolbox.
description: {"references": ["Ahumada, A., Marken, R., & Sandusky, A. (1975). Time and frequency analyses of auditory signal detection. J. Acoust. Soc. Am., 57, 385\u2013390. https://doi.org/10.1121/1.380453", "King, A., Varnet, L., & Lorenzi, C. (2019). Accounting for masking of frequency modulation by amplitude modulation with the modulation filter-bank concept. J. Acoust. Soc. Am., 145, 2277\u20132293. https://doi.org/10.1121/1.5094344", "Osses, A., & Varnet, L. (2023). fastACI toolbox: the MATLAB toolbox for investigating auditory perception using reverse correlation. Zenodo. https://doi.org/10.5281/zenodo.5500138. Supplement to: https://github.com/aosses-tue/fastACI"]}
DOI: 10.5281/zenodo.7886232
title: Raw and post-processing data for using auditory models to mimic human listeners in reverse correlation experiments from the fastACI toolbox

description: <strong>Description</strong>: The current dataset provides all the stimuli (folder ../01-Stimuli/), raw data (folder ../02-Raw-data/) and post-processed data (../03-Post-proc-data/) used in the Forum Acusticum 2013 paper titled "Using auditory models to mimic human listeners in reverse correlation experiments from the fastACI toolbox" by the same authors. In this paper, we replicated the tone-in-noise experiment by Ahumada et al. (1975) but using an artificial listener instead of collecting data from real participants. The behavioural data were mimicked using an artificial listener based on 'king2019' (King et al., 2019) as a front-end model using a template-matching decision to indicate whether a 500-Hz tone was (or not) present in each of the noisy trials. This study offers a step-by-step guide of how can be an artificial listener integrated into fastACI. <strong>Use these data</strong>: Download all these data, locate them in a local directory of your computer. If you have MATLAB and you downloaded a local copy of the fastACI toolbox (open access at: https://github.com/aosses-tue/fastACI) you can recreate the figures of our paper. After downloading and initialising the toolbox (type 'startup_fastACI;', without quotation marks in MATLAB), run the script <strong>g20230501_FA_Artificial_listener_paper_figs.m</strong> (provided in this dataset) and follow the instructions on the screen to generate one of the four study figures. This script calls the function <strong>publ_osses2023b_FA_figs.m</strong> from the toolbox.
description: {"references": ["Ahumada, A., Marken, R., & Sandusky, A. (1975). Time and frequency analyses of auditory signal detection. J. Acoust. Soc. Am., 57, 385\u2013390. https://doi.org/10.1121/1.380453", "King, A., Varnet, L., & Lorenzi, C. (2019). Accounting for masking of frequency modulation by amplitude modulation with the modulation filter-bank concept. J. Acoust. Soc. Am., 145, 2277\u20132293. https://doi.org/10.1121/1.5094344", "Osses, A., & Varnet, L. (2023). fastACI toolbox: the MATLAB toolbox for investigating auditory perception using reverse correlation. Zenodo. https://doi.org/10.5281/zenodo.5500138. Supplement to: https://github.com/aosses-tue/fastACI"]}
DOI: 10.34740/kaggle/dsv/5583135
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.25502/bxr6-c172/d
title: Botanical oils efficacy against the cassava whitefly, Bemisia tabaci

description: Botanical oil extracts could possibly be used for the management of whiteflies and other pests. This study r aimed to evaluate the efficacy of selected essential oils against the cassava whitefly, B. tabaci and test effect on its feeding behaviour. Patchouli essential oil treatment was the most effective at repelling whiteflies in no choice and choice experiments with 14 – 85% of whiteflies being repelled. Oviposition was also reduced in patchouli by 50 – 89%. Neem was found to be effective at reducing oviposition, nymph, and adult emergence by 50, 70, and 80% respectively in a screenhouse no choice experiment.
DOI: 10.18112/openneuro.ds004196.v1.0.5
title: FMRI-EEG Prestudy
DOI: 10.34740/kaggle/dsv/5579669
title: Used Car in Saudi Arabia (Online Websites)
DOI: 10.25345/c5ff3m914
title: MassIVE MSV000091834 - GNPS by MassIVE analysis of grapefruit.MS2
title: Interlab study of analyzing grapefruit components from China
DOI: 10.5519/qd.amn9ir2p
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (325 records)
DOI: 10.21227/6f0t-y338
title: EEG datasets with different levels of fatigue for personal identification

description: Dataset I: This is the original EEG data of twelve healthy subjects for driver fatigue detection. Due to personal privacy, the digital number represents different participants. The .cnt files were created by a 40-channel Neuroscan amplifier, including the EEG data in two states in the process of driving.Dataset II: This project adopted an event-related lane-departure paradigm in a virtual-reality (VR) dynamic driving simulator to quantitatively measure brain EEG dynamics along with the fluctuation of task performance throughout the experiment.All subjects were required to have driving license. None of the participants had a history of psychological disorders. All participants were instructed to sustain their attention to perform the task during the experiment, and the 32-ch EEG signals and the vehicle position were recorded simultaneously.Prior to the experiment, all participants completed a consent form stating their clear understanding of the experimental protocol which had been approved by Institutional Review Broad of Taipei Veterans General Hospital, Taiwan.Experiment:All subjects participated in the sustained-attention driving experiment for 1.5 hours in the afternoon (13:00-14:00) after lunch, and all of them were asked to keep their attention focused on driving during the entire period. There was no break or resting session. At the beginning of the experiment (without any recordings), a five-minute pre-test was performed to ensure that every subject understood the instructions and they did not suffer from simulator-induced nausea. To investigate the effect of kinesthesia on brain activity in the sustained-attention driving task, each subject was asked to participate at least two driving sessions on different days. Each session lasted for about 90 min. One was the driving session with a fixed-based simulator but with no kinesthetic feedback, so subject had to monitor the vehicle deviation visually from the virtual scene.The other driving session involved a motion-based simulator with a six degree-of-freedom Stewart platform to simulate the dynamic response of the vehicle to the deviation event or steering. The visual and kinesthetic inputs together aroused the subject to attend to the deviation event and take action to correct the driving trajectory Data Requirement.A wired EEG cap with 32 Ag/AgCl electrodes, including 30 EEG electrodes and two reference electrodes (opposite lateral mastoids) was used to record the electrical activity of the brain from the scalp during the driving task. The EEG electrodes were placed according to a modified international 10-20 system. The contact impedance between all electrodes and the skin was kept &lt;5kΩ. The EEG recordings and the vehicle trajectory amplified by Scan SynAmps2 Express system (Compumedics Ltd., VIC, Australia) were digitized at 500 Hz (resolution: 16 bits) simultaneously.
DOI: 10.5281/zenodo.7886228
title: Experimental characterization of TERIPHIC quad InP EML array - Generation and transmission of 50Gbaud signals with NRZ and PAM-4 modulation formats

description: The data sets refer to the results from the experimental characterization conducted on the TERIPHIC quad InP-EML array, which operates in the O-band. Each EML incorporates a DFB laser, an Electroabsorption modulator, and a Semiconductor Optical Amplifier to provide additional power boost, all on the same die. Three out of the four EMLs were characterized successively and generated signals at symbol rates of 50 Gbaud and transmitted them over various fiber lengths. The modulated optical signals were detected by a single commercially avalaible photodetector with more than 70 GHz 3-dB bandwidth. The generated electrical signals were then sampled by a real-time oscilloscope with a 256 Gbaud sample rate. A low-pass filter with a 50 GHz 3-dB cut-off frequency was digitally applied to the oscilloscope to improve the signal-to-noise ratio.<br> The data sets have a filename in the format “Symbol rate#Modulation formats#EMLn#Transmission length#version.bin”, where<br> SYmbol rate = 50 Gbaud<br> EMLn, for n= 2, 3, 4<br> Transmission length = B2B (0 km), 2 km, and 10 km<br> Version: v1, v2 and v3. Same operating parameters but at different time index<br> <br> The data sets are parts of the Open data management plan of the TERIPHIC ICT project (GA No. 825502)
DOI: 10.5281/zenodo.7886227
title: Experimental characterization of TERIPHIC quad InP EML array - Generation and transmission of 50Gbaud signals with NRZ and PAM-4 modulation formats

description: The data sets refer to the results from the experimental characterization conducted on the TERIPHIC quad InP-EML array, which operates in the O-band. Each EML incorporates a DFB laser, an Electroabsorption modulator, and a Semiconductor Optical Amplifier to provide additional power boost, all on the same die. Three out of the four EMLs were characterized successively and generated signals at symbol rates of 50 Gbaud and transmitted them over various fiber lengths. The modulated optical signals were detected by a single commercially avalaible photodetector with more than 70 GHz 3-dB bandwidth. The generated electrical signals were then sampled by a real-time oscilloscope with a 256 Gbaud sample rate. A low-pass filter with a 50 GHz 3-dB cut-off frequency was digitally applied to the oscilloscope to improve the signal-to-noise ratio.<br> The data sets have a filename in the format “Symbol rate#Modulation formats#EMLn#Transmission length#version.bin”, where<br> SYmbol rate = 50 Gbaud<br> EMLn, for n= 2, 3, 4<br> Transmission length = B2B (0 km), 2 km, and 10 km<br> Version: v1, v2 and v3. Same operating parameters but at different time index<br> <br> The data sets are parts of the Open data management plan of the TERIPHIC ICT project (GA No. 825502)
DOI: 10.18112/openneuro.ds004196.v1.0.6
title: FMRI-EEG Prestudy
DOI: 10.5519/qd.r0efyhgv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (151 records)
DOI: 10.18112/openneuro.ds004196.v1.0.7
title: FMRI-EEG Prestudy