cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12130980.v111
title: MOOD Maps of Google community mobility change during the COVID-19 outbreak

description: The MOOD project (MOnitoring Outbreak events for Disease surveillance in a data science context. H2020) has geo-referenced the data Google has published as a series of PDF files presenting reports on national and subnational human mobility levels relative to a baseline data of late January 2020. The details and the PDF files can be found at https://www.google.com/covid19/mobility/.<br>More detail on these files can be found at https://www.moodspatialdata.com/humanmobilityforcovid19 <br>The first set of data were released on April 2 2020 and have been revised weekly since then. The maps now utilise the CSV data released by Google. Please note that the maps figures use a mean of the previous three days, while the Google PDFs use a single days data so there will be differences between values in our maps when compare to the Google PDFs.<br>The authors have extracted the majority of these data into a series of excel spreadsheets. Each worksheet provides the data for % change in numbers of records at various types of location categories illustrated by: retail and recreation, grocery and pharmacy, parks and beaches, transit stations, workplaces and residential (columns f to K). A second set of columns calculates the difference of each value from the mean values for each category (columns L to P) Columns A to E contain geographical details. Column Q contains the names used to link to a mapping file.There are separate worksheets for the date of the data from each dated release (e.g. 2903, 0504 etc.) and separate worksheets calculating the changes between specific dates.<br>A second spreadsheet has been added calculating the 3 day moving mean of each day from the 15th of February. Each day is referenced by the Gregorian calendar day count. So day 48 = Feb 17th.<br>The maps (for EU & Global) display these data. We provide 600 dpi jpegs of the Global (“WD”) and European (“EU”) mapped values at the latest date available, for each of the mobility categories: retail and recreation (“retrec”) , grocery and pharmacy (“grocphar”) , parks (“parks”) , transit stations (“transit”), residential (“resid”) and workplaces (“work”). We also provide maps of the changes from the previous week (“ch”).<br>All data extracting and subsequent processing have been carried out by ERGO (Environmental Research Group Oxford, c/o Dept Zoology, University of Oxford) on behalf of the MOOD H2020 project. Data will be periodically updated. Additional maps can be obtained on request to the authors.
DOI: 10.6084/m9.figshare.16635073.v1
title: joystick_light_intensity

description: One of nine datasets for the project "neural substrates of reinforcement", where Drosophila fruit flies self-stimulate with light to optogenetically activate Chrimson channels in dopaminergic subpopulations.
DOI: 10.6084/m9.figshare.16635076.v1
title: joystick_THD'_pooled

description: One of nine datasets for the project "neural substrates of reinforcement", where Drosophila fruit flies self-stimulate with light to optogenetically activate Chrimson channels in dopaminergic subpopulations.
DOI: 10.6084/m9.figshare.16635079.v1
title: joystick

description: One of nine datasets for the project "neural substrates of reinforcement", where Drosophila fruit flies self-stimulate with light to optogenetically activate Chrimson channels in dopaminergic subpopulations.
DOI: 10.6084/m9.figshare.16635100.v1
title: joystick_rescreen

description: One of nine datasets for the project "neural substrates of reinforcement", where Drosophila fruit flies self-stimulate with light to optogenetically activate Chrimson channels in dopaminergic subpopulations.
DOI: 10.6084/m9.figshare.3761562.v1987
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.
DOI: 10.6084/m9.figshare.3761562.v1986
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.
DOI: 10.6084/m9.figshare.16388136.v2
title: Supplementary file for repository_BLT_2020_283366.docx

description: Perspectives of Member State representatives on enablers of nutrition policy implementation, extracted from relevant Western Pacific Region of the World Health Organization meeting reports 2004-2019
DOI: 10.6084/m9.figshare.16388136.v1
title: Supplementary file for repository_BLT_2020_283366.docx

description: Perspectives of Member State representatives on enablers of nutrition policy implementation, extracted from relevant Western Pacific Region of the World Health Organization meeting reports 2004-2019
DOI: 10.6084/m9.figshare.13634912.v1
title: Canadian Salmonella Heidelberg Genome fastas from 2013

description: This collection includes 430 files in fasta format. Each file corresponds to one assembled genome of Salmonella Heidelberg. All samples were originally collected in 2013, in Ontario Canada. Samples were collected and processed by the Canadian Food Inspection Agency, the Canadian Integrated Program for Antimicrobial Resistance Surveillance, and the Public Health Ontario Laboratory.
DOI: 10.6084/m9.figshare.14414588.v8
title: Supplementary Tables and Figs for QTL mapping of barley resistance to SFNB.docx

description: Tables S1 and S2 showed the average disease scores for the segregating populations. Tables S3 and S5 provided genotype scores used for generation of linkage maps. Tables S4 and S6 showed the summary of seven genetic linkage groups generated with different RIL populations. Tables S7 and S8 provided detailed summary for the identified QTL. Table S9 included primer sequences for the STARP markers used in the present study. Figures S1 and S2 presented the STARP markers designed to assist breeding selection.
DOI: 10.6084/m9.figshare.14414588.v7
title: Supplementary Tables and Figs for QTL mapping of barley resistance to SFNB.docx

description: Tables S1 and S2 showed the average disease scores for the segregating populations. Tables S3 and S5 provided genotype scores used for generation of linkage maps. Tables S4 and S6 showed the summary of seven genetic linkage groups generated with different RIL populations. Tables S7 and S8 provided detailed summary for the identified QTL. Table S9 included primer sequences for the STARP markers used in the present study. Figures S1 and S2 presented the STARP markers designed to assist breeding selection.
DOI: 10.6084/m9.figshare.14233673.v2
title: Kim et al. data and R code

description: Kim et al. data and R code
DOI: 10.6084/m9.figshare.14233673.v1
title: Kim et al. mtDNA data.xlsx

description: Oocyte mtDNA experiment data
DOI: 10.5281/zenodo.5947728
title: GCM Filters Test Data

description: Test datasets for the GCM Filters test suite. https://github.com/ocean-eddy-cpt/gcm-filters/ POP data were extracted from a single timestep of the simulations described in the following paper Small, R. J., et al. (2014), A new synoptic scale resolving global climate simulation using the Community Earth System Model, <em>J. Adv. Model. Earth Syst.</em>, 6, 1065– 1094, doi:10.1002/2014MS000363.
description: Funded by NSF award 1912325
DOI: 10.5281/zenodo.5947727
title: GCM Filters Test Data

description: Test datasets for the GCM Filters test suite. https://github.com/ocean-eddy-cpt/gcm-filters/ POP data were extracted from a single timestep of the simulations described in the following paper Small, R. J., et al. (2014), A new synoptic scale resolving global climate simulation using the Community Earth System Model, <em>J. Adv. Model. Earth Syst.</em>, 6, 1065– 1094, doi:10.1002/2014MS000363.
description: Funded by NSF award 1912325
DOI: 10.6084/m9.figshare.14743881.v2
title: A comprehensive catalogue of plant-pollinator interactions for Chile

description: A comprehensive catalogue of papers on pollination for Chile
DOI: 10.6084/m9.figshare.14672910.v2
title: Toluene PBE0 dataset (1000 points)

description: This file contains a set of outputs for PBE0/6-311G* single-point calculations performed with the Orca quantum chemistry program. The dataset is split into two folders, one for "energies-only" calculations (nograd_1k_orca directory), and another one for the energies and gradients calculations (nograd_1k_orca directory). The calculations were performed for 1000 molecular geometries randomly selected from the original toluene dataset available in the MD17 database.
DOI: 10.6084/m9.figshare.14672910.v1
title: Toluene PBE0 dataset (1000 points)

description: This file contains a set of outputs for PBE0/6-311G* single-point calculations performed with the Orca quantum chemistry program. The dataset is split into two folders, one for "energies-only" calculations (nograd_1k_orca directory), and another one for the energies and gradients calculations (nograd_1k_orca directory). The calculations were performed for 1000 molecular geometries randomly selected from the original toluene dataset available in the MD17 database.
DOI: 10.6084/m9.figshare.14370437.v1
title: Return data

description: Return data for the relevant constituents of the MSCI ACWI index for the years 2016 until 2020.
DOI: 10.6084/m9.figshare.9633740.v1
title: SPAligner: benchmarking scripts and datasets

description: The datasets supporting the conclusions of this article "SPAligner: alignment of long diverged molecular sequences to assembly graphs"
DOI: 10.6084/m9.figshare.16664281.v2
title: supplementary data.mat

description: velocities of five moorings
DOI: 10.6084/m9.figshare.16664281.v1
title: D1_velocity.mat

description: velocities of five moorings
DOI: 10.6084/m9.figshare.14540349.v1
title: difference in sum of set reward probabilities

description: mice grouped based on difference in sum of set reward probabilities
DOI: 10.6084/m9.figshare.14540283.v1
title: Mice_1-7

description: Behavioral data for 7 mice and human to generate figure 2.
DOI: 10.6084/m9.figshare.7764014.v4
title: PEST-CHEMGRIDS_v1.01

description: PEST-CHEMGRIDS is a comprehensive database of the 20 most used pesticide active ingredients on 6 dominant crops and 4 aggregated crop classes at 5 arc-min resolution (about 10 km at the equator) projected from 2015 to 2025.<br>See attached metadata file for details on this release
DOI: 10.6084/m9.figshare.15035457.v2
title: Approximately 1M sample points on projection plane for each map projection

description: Root link of the proposed FWD-GCA-based metric: 10.6084/m9.figshare.15020151.<br><br>Approximately 1 million sample points projection plane for all map projection we studied. It is used to plot distributions and contours of traditional differential-based (10.6084/m9.figshare.15022074), GCA and the proposed FWD-GCA (10.6084/m9.figshare.15022092) metrics.<br>Unzip all zip files to a folder named 'points_1M', and use codes in 10.6084/m9.figshare.15022095 to calculate and plot metrcis.<br>
DOI: 10.6084/m9.figshare.15035457.v1
title: Approximately 1M sample points on projection plane for each map projection

description: Approximately 1 million sample points projection plane for all map projection we studied. It is used to plot distributions and contours of differential-based (https://figshare.com/s/0a467118e1bedec932c2), GCA and FWD-GCA (https://figshare.com/s/cf4106324a2ada05b946) metrics.<br>Unzip all zip files to a folder named 'points_1M', and use codes in https://figshare.com/s/b3c87bff0055959dc01b to calculate and plot metrcis.<br>
DOI: 10.6084/m9.figshare.16681864.v1
title: Results of angular distortion for 200k sample points

description: Root link of the proposed FWD-GCA-based metric: 10.6084/m9.figshare.15020151.<br><br>Results of angular distortions of traditional differential-based (10.6084/m9.figshare.15022074), GCA and the proposed FWD-GCA (10.6084/m9.figshare.15022092) metrics for 200k sample points (10.6084/m9.figshare.15022071) on unit sphere.<br>Results of area distortions are also provided at 10.6084/m9.figshare.16681867.
DOI: 10.6084/m9.figshare.16681786.v1
title: Results of angular distortion for 1M sample points on projection planes

description: Root link of the proposed FWD-GCA-based metric: 10.6084/m9.figshare.15020151.<br><br>Results of angular distortions of traditional differential-based (10.6084/m9.figshare.15022074), GCA and the proposed FWD-GCA (10.6084/m9.figshare.15022092) metrics for 1 million sample points (10.6084/m9.figshare.15035457). <br>These results are generated by 'eval_1M.jl' in 10.6084/m9.figshare.15022095, and compressed as ZIP files.<br>Unzip all files to a folder named 'img_data_angular', and use 'plot_1M.py' and unzipped CSV format for further plotting (results of plots: 10.6084/m9.figshare.16681909).
DOI: 10.6084/m9.figshare.14447040.v1
title: Dataset (E3): The electrophysiological correlates of interference control in modified Emotional Stroop Task with emotional stimuli differing in valence, arousal, and subjective significance

description: The role of emotional factors in maintaining cognitive control is one of the most intriguing issues in understanding emotion-cognition interactions. In the current experiment, we assessed he role of emotional factors (valence, arousal, and subjective significance) in perceptual and conceptual inhibition processes. We operationalised both processes with the classical cognitive paradigms, i.e., the flanker task and the emotional Stroop task merged into a single experimental procedure. The procedure was based on the presentation of emotional words displayed in four different font colours flanked by the same emotional word printed with the same or different font colour. We expected to find distinct effects of both types of interference: earlier for perceptual and later for conceptual interference. We also predicted an increased arousal level to disturb while increasing the subjective significance level to improve inhibition control effectiveness. As we used orthogonal manipulations of emotional factors, our study allowed us for the first time to assess interactions within emotional factors and between types of interference. We found on the behavioural level the main effects of flanker congruency as well as effects of emotionality. On the electrophysiological level, we found effects for EPN, P2, and N450 components of ERPs. The exploratory analysis revealed that effects due to perceptual interference appeared earlier than the effects of conceptual interference. Importantly, we found that both types of interference worked partially simultaneously. Finally, in terms of conceptual interference, we showed the effect of subjective significance: the reduction of interference cost in N450 for highly subjective significant stimuli. This study is the first one allowing for the investigation of two different types of interference in a single experiment, and provides insight into the role of emotion in cognitive control.
DOI: 10.6084/m9.figshare.14481249.v1
title: Parkinson´s - SCI DATA - Data descriptor: Wide-field mosaics of the corneal subbasal nerve plexus in Parkinson’s disease using in vivo confocal microscopy

description: In vivo confocal microscopy (VCM) Mosaic images (as TIFF files) representing a larger number of patients with Parkinson’s disease (n=42) and healthy controls (n=13). Dataset includes epidemiological data for the study population as well as parameters related to the IVCM images including corneal nerve fiber length (CNFL), corneal nerve branch density (CNBD), density of different types of inflammatory cells (mature and immature dendritic), in the Excel file. The dataset also includes zipped folders for each eye containing the raw IVCM images used to create the mosaic images.
DOI: 10.6084/m9.figshare.16691539.v2
title: actor_groups.csv

description: Actors identified in German news media coverage on COVID-19 (2020) and on former (potential) pandemics (swine and bird flu; 2004-2015)
DOI: 10.6084/m9.figshare.16691539.v1
title: actor_groups.csv

description: Actors identified in German news media coverage on COVID-19 (2020) and on former (potential) pandemics (swine and bird flu; 2004-2015)
DOI: 10.6084/m9.figshare.14794596.v4
title: Tmem43 Suppl. Materials-AJP.docx

description: Suppl. Material
DOI: 10.6084/m9.figshare.14794596.v3
title: Tmem43 Suppl. Materials-06.15.2021-AJP.docx

description: Suppl. Material
DOI: 10.6084/m9.figshare.15152013.v2
title: RFR-CCS

description: <b>Description</b><br>A collection of data from various sources used to create RFR-CCS, a gridded surface pCO2 product for the California Current ecosystem.<br><br><b>Sources</b><br>Mooring Data: Sutton et al., 2019 (https://www.ncei.noaa.gov/access/ocean-carbon-data-system/oceans/time_series_moorings.html)<br>CCMP winds: Atlas et al., 2011 (https://podaac.jpl.nasa.gov/dataset/CCMP_MEASURES_ATLAS_L4_OW_L3_0_WIND_VECTORS_FLK)<br>Chlorophyll-a: Oregon State Productivity (http://sites.science.oregonstate.edu/ocean.productivity/1080.by.2160.monthly.inputData.php)<br>Coastal pCO2 product: Laruelle et al., 2017 (https://bg.copernicus.org/articles/14/4545/2017/)<br>ERA5 winds: Hersbach et al., 2020 (https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5)<br>ETOPO2 bathymetry: NOAA National Geophysical Data Center, 2006 (https://www.ngdc.noaa.gov/mgg/global/etopo2.html)<br>NCEP sea level pressure: Kalnay et al., 1996 (https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.pressure.html)<br>NCEP winds: Kalnay et al., 1996 (https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.pressure.html)<br>NOAA MBL CO2: Dlugokencky et al., 2020 (https://gml.noaa.gov/ccgg/mbl/)<br>OISST temperature: Huang et al., 2021 (https://www.ncdc.noaa.gov/oisst/optimum-interpolation-sea-surface-temperature-oisst-v21)<br>Open-ocean pCO2 climatology: Landschutzer et al., 2020 (https://essd.copernicus.org/articles/12/2537/2020/)<br>Mixed layer depth: Oregon State Productivity (http://sites.science.oregonstate.edu/ocean.productivity/1080.by.2160.monthly.inputData.php)<br><br>SeaFlux CO2: Gregor and Fay, 2021 (https://zenodo.org/record/5482547#.YVX2Mi2cbJw)<br>Surface Ocean CO2 Atlas: Bakker et al., 2016 (https://www.socat.info)<br>Sea surface height: Menemenlis et al., 2008 (https://www.ecco-group.org/products.htm)<br>Sea surface salinity: Menemenlis et al., 2008 (https://www.ecco-group.org/products.htm)
DOI: 10.6084/m9.figshare.15152013.v1
title: RFR-CCS

description: A collection of data from various sources used to create RFR-CCS, a gridded surface pCO2 product for the California Current ecosystem.
DOI: 10.6084/m9.figshare.14721282.v19
title: THINGS-EEG: Human electroencephalography recordings for 22,248 images from 1,854 object concepts

description: EEG data for 1854 object concepts presented in RSVP streams. This repository contains the RDMs from all participants. The raw data and the grand mean RDMs are hosted on Openneuro: https://openneuro.org/datasets/ds003825Code and instructions are available on OSF: https://doi.org/10.17605/OSF.IO/HD6ZK <br>Compressed using 7zip (www.7-zip.org/)<br>Contents:sub-XX.7z - Full time by concept (275x1854x1854) RDMs for each subject, as well as the RDM for the 200 validation images (in cosmomvpa format)<br>49 total subjects (no data for sub-06, due to an incomplete recording)
DOI: 10.6084/m9.figshare.16718737.v1
title: Past (1965-2017) and future (2050,2100) land cover raster data of Mont Avic (NW Alps)

description: <b>Description</b><b><br></b>The dataset consists of 5 land cover maps rasters of Mont Avic watershed (5500 ha) for the past period and of 2 land cover simulations for the future. The 7 time steps are: 1965, 1975, 1988, 2006, 2017 (past); 2050, 2100 (future).Simulations were obtained through an integration of Markov Chain and Multi-Layer Perceptron models by comparing 1965 and 2017 maps.Mont Avic Park represents a subalpine forest landscape in Northwestern Italy with an intense history of forest exploitation for mining activities.<br><br><b>Metadata</b><br>Cell size (X,Y): 10, 10 metersCoordinate System: WGS84 UTM Zone 32N (EPSG: 32632)NoData Value: 255Data type: 8 bit unsigned integerFormat: GeoTIFFCompression: LZWLand cover classification: object-oriented segmentation and video photointerpretation (Garbarino et al. 2013)Land class values: 1 = dense forest; 2 = sparse forest and shrubs; 3 = grassland; 4 = human; 5 = unvegetated (Future projections lack in human land cover class)<br>
DOI: 10.6084/m9.figshare.11940606.v5
title: Supplementary data for Frontzek et al.

description: Uncropped western blot images from "A conformational switch controlling the toxicity of the prion protein"
DOI: 10.6084/m9.figshare.11940606.v4
title: Supplementary data for Frontzek et al.

description: Uncropped western blot images from "Rationally designed neuroprotective antibodies against prions"
DOI: 10.6084/m9.figshare.16722589.v6
title: Scavenger guild and consumption patterns of an invasive alien fish species in a Mediterranean wetland

description: Database showing in detail all data obtained from each common carp (<i>Ciprinus carpio</i>) carcass to record the terrestrial vertebrate scavenger assemblage in El Hondo Natural Park, south-eastern Spain.<b> </b> <br>
DOI: 10.6084/m9.figshare.16722589.v5
title: Scavenger guild and consumption patterns of an invasive alien fish species in a Mediterranean wetland

description: Database showing in detail all data obtained from each common carp (<i>Ciprinus carpio</i>) carcass to record the terrestrial vertebrate scavenger assemblage in El Hondo Natural Park, south-eastern Spain.<b> </b> <br>
DOI: 10.6084/m9.figshare.3761562.v2000
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.
DOI: 10.6084/m9.figshare.3761562.v1999
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.